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4. Natur på skolgården för lärande, hälsa och hållbarhet

Author

Persson, Anna S., von Post, Maria, Jensen, Johan Kjellberg, Andersson, Hanna, Ekblad, Anna, Gabriel, Amanda, Ignell, Sanna, Isaksson, Caroline, Jansson, Märit, Jarman, Polly, Klingberg, Jenny, Lindeblad, Carolina, Lisberg Jensen, Ebba, Mattsson, Pimkamol, Mårtensson, Fredrika, Perrigo, Allison L., Nyquist Malmsten, Magnus, Rosdal, Anna, Roslund, Marja, Wullenkord, Marlis, Persson, Anna S., von Post, Maria, Jensen, Johan Kjellberg, Andersson, Hanna, Ekblad, Anna, Gabriel, Amanda, Ignell, Sanna, Isaksson, Caroline, Jansson, Märit, Jarman, Polly, Klingberg, Jenny, Lindeblad, Carolina, Lisberg Jensen, Ebba, Mattsson, Pimkamol, Mårtensson, Fredrika, Perrigo, Allison L., Nyquist Malmsten, Magnus, Rosdal, Anna, Roslund, Marja, and Wullenkord, Marlis

Abstract

Gröna och artrika utemiljöer främjar barns och ungas välbefinnande och kunskap, bådegenom hälsofördelar kopplade till biologisk mångfald och genom att skapa förutsättningarför lek och lärande om natur och miljöfrågor. Skolgården skulle kunna bidra till allt detta,men är idag i hög grad en outnyttjad plats för biologisk mångfald och klimatanpassningav städer. I denna policy brief presenteras huvudsakliga motiv och möjliga åtgärder för attutveckla gröna miljöer och biologisk mångfald på skolgårdar och förskolegårdar.

Published
2024

6. Pollinator‐mediated effects of landscape‐scale land use on grassland plant community composition and ecosystem functioning – seven hypotheses.

Author

Hederström, Veronica, Ekroos, Johan, Friberg, Magne, Krausl, Theresia, Opedal, Øystein H., Persson, Anna S., Petrén, Hampus, Quan, Yuanyuan, Smith, Henrik G., and Clough, Yann

Subjects
PLANT communities, CHEMICAL composition of plants, GRASSLAND plants, LAND use, LANDSCAPE ecology, ECOSYSTEMS, GRASSLANDS
Abstract

Environmental change is disrupting mutualisms between organisms worldwide. Reported declines in insect populations and changes in pollinator community compositions in response to land use and other environmental drivers have put the spotlight on the need to conserve pollinators. While this is often motivated by their role in supporting crop yields, the role of pollinators for reproduction and resulting taxonomic and functional assembly in wild plant communities has received less attention. Recent findings suggest that observed and experimental gradients in pollinator availability can affect plant community composition, but we know little about when such shifts are to be expected, or the impact they have on ecosystem functioning. Correlations between plant traits related to pollination and plant traits related to other important ecosystem functions, such as productivity, nitrogen uptake or palatability to herbivores, lead us to expect non‐random shifts in ecosystem functioning in response to changes in pollinator communities. At the same time, ecological and evolutionary processes may counteract these effects of pollinator declines, limiting changes in plant community composition, and in ecosystem functioning. Despite calls to investigate community‐ and ecosystem‐level impacts of reduced pollination, the study of pollinator effects on plants has largely been confined to impacts on plant individuals or single‐species populations. With this review we aim to break new ground by bringing together aspects of landscape ecology, ecological and evolutionary plant–insect interactions, and biodiversity–ecosystem functioning research, to generate new ideas and hypotheses about the ecosystem‐level consequences of pollinator declines in response to land‐use change, using grasslands as a focal system. Based on an integrated set of seven hypotheses, we call for more research investigating the putative pollinator‐mediated links between landscape‐scale land use and ecosystem functioning. In particular, future research should use combinations of experimental and observational approaches to assess the effects of changes in pollinator communities over multiple years and across species on plant communities and on trait distributions both within and among species. [ABSTRACT FROM AUTHOR]

Published
2024
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7. Predicting bee community responses to land-use changes: Effects of geographic and taxonomic biases.

Author

De Palma, Adriana, Abrahamczyk, Stefan, Aizen, Marcelo A, Albrecht, Matthias, Basset, Yves, Bates, Adam, Blake, Robin J, Boutin, Céline, Bugter, Rob, Connop, Stuart, Cruz-López, Leopoldo, Cunningham, Saul A, Darvill, Ben, Diekötter, Tim, Dorn, Silvia, Downing, Nicola, Entling, Martin H, Farwig, Nina, Felicioli, Antonio, Fonte, Steven J, Fowler, Robert, Franzén, Markus, Goulson, Dave, Grass, Ingo, Hanley, Mick E, Hendrix, Stephen D, Herrmann, Farina, Herzog, Felix, Holzschuh, Andrea, Jauker, Birgit, Kessler, Michael, Knight, ME, Kruess, Andreas, Lavelle, Patrick, Le Féon, Violette, Lentini, Pia, Malone, Louise A, Marshall, Jon, Pachón, Eliana Martínez, McFrederick, Quinn S, Morales, Carolina L, Mudri-Stojnic, Sonja, Nates-Parra, Guiomar, Nilsson, Sven G, Öckinger, Erik, Osgathorpe, Lynne, Parra-H, Alejandro, Peres, Carlos A, Persson, Anna S, Petanidou, Theodora, Poveda, Katja, Power, Eileen F, Quaranta, Marino, Quintero, Carolina, Rader, Romina, Richards, Miriam H, Roulston, T'ai, Rousseau, Laurent, Sadler, Jonathan P, Samnegård, Ulrika, Schellhorn, Nancy A, Schüepp, Christof, Schweiger, Oliver, Smith-Pardo, Allan H, Steffan-Dewenter, Ingolf, Stout, Jane C, Tonietto, Rebecca K, Tscharntke, Teja, Tylianakis, Jason M, Verboven, Hans AF, Vergara, Carlos H, Verhulst, Jort, Westphal, Catrin, Yoon, Hyung Joo, and Purvis, Andy

Subjects
Animals, Bees, Conservation of Natural Resources, Geography
Abstract

Land-use change and intensification threaten bee populations worldwide, imperilling pollination services. Global models are needed to better characterise, project, and mitigate bees' responses to these human impacts. The available data are, however, geographically and taxonomically unrepresentative; most data are from North America and Western Europe, overrepresenting bumblebees and raising concerns that model results may not be generalizable to other regions and taxa. To assess whether the geographic and taxonomic biases of data could undermine effectiveness of models for conservation policy, we have collated from the published literature a global dataset of bee diversity at sites facing land-use change and intensification, and assess whether bee responses to these pressures vary across 11 regions (Western, Northern, Eastern and Southern Europe; North, Central and South America; Australia and New Zealand; South East Asia; Middle and Southern Africa) and between bumblebees and other bees. Our analyses highlight strong regionally-based responses of total abundance, species richness and Simpson's diversity to land use, caused by variation in the sensitivity of species and potentially in the nature of threats. These results suggest that global extrapolation of models based on geographically and taxonomically restricted data may underestimate the true uncertainty, increasing the risk of ecological surprises.

Published
2016

8. Evolutionary plant–pollinator responses to anthropogenic land‐use change: impacts on ecosystem services.

Author

Pontarp, Mikael, Runemark, Anna, Friberg, Magne, Opedal, Øystein H., Persson, Anna S., Wang, Lingzi, and Smith, Henrik G.

Subjects
ECOSYSTEM services, ECOSYSTEMS, AGRICULTURAL intensification, QUANTITATIVE genetics, FRAGMENTED landscapes, WILDLIFE conservation
Abstract

Agricultural intensification at field and landscape scales, including increased use of agrochemicals and loss of semi‐natural habitats, is a major driver of insect declines and other community changes. Efforts to understand and mitigate these effects have traditionally focused on ecological responses. At the same time, adaptations to pesticide use and habitat fragmentation in both insects and flowering plants show the potential for rapid evolution. Yet we lack an understanding of how such evolutionary responses may propagate within and between trophic levels with ensuing consequences for conservation of species and ecological functions in agroecosystems. Here, we review the literature on the consequences of agricultural intensification on plant and animal evolutionary responses and interactions. We present a novel conceptualization of evolutionary change induced by agricultural intensification at field and landscape scales and emphasize direct and indirect effects of rapid evolution on ecosystem services. We exemplify by focusing on economically and ecologically important interactions between plants and pollinators. We showcase available eco‐evolutionary theory and plant–pollinator modelling that can improve predictions of how agricultural intensification affects interaction networks, and highlight available genetic and trait‐focused methodological approaches. Specifically, we focus on how spatial genetic structure affects the probability of propagated responses, and how the structure of interaction networks modulates effects of evolutionary change in individual species. Thereby, we highlight how combined trait‐based eco‐evolutionary modelling, functionally explicit quantitative genetics, and genomic analyses may shed light on conditions where evolutionary responses impact important ecosystem services. [ABSTRACT FROM AUTHOR]

Published
2024
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19. A data management framework for strategic urban planning using blue-green infrastructure

Author

Sörensen, Johanna, Persson, Anna S., Alkan Olsson, Johanna, Sörensen, Johanna, Persson, Anna S., and Alkan Olsson, Johanna

Abstract

Spatial planning of Blue-Green Infrastructure (BGI) should ideally be based on well-evaluated and context specific solutions. One important obstacle to reach this goal relates to adequate provisioning of data to ensure good governance of BGI, i.e., appropriate planning, design, construction, and maintenance. This study explores the gap between data availability and implementation of BGI in urban planning authorities in Sweden. A multi method approach including brainstorming, semi-structured interviews with urban planners and experts on BGI and Geographical Information System (GIS), and validating workshops were performed to develop a framework for structured and user-friendly data collection and use. Identified challenges concern data availability, data management, and GIS knowledge. There is a need to improve the organisation of data management and the skills of trans-disciplinary cooperation to better understand and interpret different types of data. Moreover, different strategic goals require different data to ensure efficient planning of BGI. This calls for closer interactions between development of strategic political goals and data collection. The data management framework consists of three parts: A) Ideal structure of data management in relation to planning process, data infrastructure and organisational structure, and B) A generic list of data needed, and C) The development of structures for data gathering and access. We conclude that it is essential to develop pan-municipal data management systems that bridge sectors and disciplines to ensure efficient management of the urban environment, and which is able to support the involvement of citizens to collect and access relevant data. The framework can assist in such development.

Published
2021

20. Editorial: Habitat Modification and Landscape Fragmentation in Agricultural Ecosystems: Implications for Biodiversity and Landscape Multi-Functionality

Author

Andersson, Georg K.S., Concepción, Elena D., Hipólito, Juliana, Morales, Manuel B., Persson, Anna S., Andersson, Georg K.S., Concepción, Elena D., Hipólito, Juliana, Morales, Manuel B., and Persson, Anna S.

Abstract

Biodiversity is the basis of several important ecosystem functions, which guarantee the provision of irreplaceable Nature’s contribution to people, for example food production. Long-term maintenance of such functions and services in agricultural ecosystems thus depend on the maintenance of the biodiversity of agro-ecosystems (Foley et al., 2005; Tomlinson, 2013). Biodiversity loss is therefore a major global environmental problem, with habitat deterioration being one of the main drivers (Tilman, 2001; Brook et al., 2008). As habitat loss is one consequence of agricultural intensification (Benton et al., 2003), and agricultural ecosystems comprise 40% of Earth’s land ecosystems (FAO, 2021), agriculture plays a critical role for biodiversity and ecosystem functioning at large. However, the influence of habitat loss, fragmentation and modifications in agricultural ecosystems on biodiversity and ecosystem functions is still hard to disentangle from that of other mechanisms. For some taxa or ecosystem services (e.g., pollinators and pollination), landscape and habitat modification have been shown to be important, e.g., as increasing habitat fragmentation or crop isolation from natural areas decrease pollination services (Ricketts et al., 2008; Farwig et al., 2009; Garibaldi et al., 2009, 2011).

Published
2021

22. Urban green spaces in Dhaka, Bangladesh, harbour nearly half the country’s butterfly diversity

Author

Chowdhury, Shawan, primary, Shahriar, Shihab A, additional, Böhm, Monika, additional, Jain, Anuj, additional, Aich, Upama, additional, Zalucki, Myron P, additional, Hesselberg, Thomas, additional, Morelli, Federico, additional, Benedetti, Yanina, additional, Persson, Anna S, additional, Roy, Deponkor K, additional, Rahman, Saima, additional, Ahmed, Sultan, additional, and Fuller, Richard A, additional

Published
2021
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23. Contrasting effects of tree origin and urbanization on invertebrate abundance and tree phenology.

Author

Jensen, Johan Kjellberg, Jayousi, Sherin, von Post, Maria, Isaksson, Caroline, and Persson, Anna S.

Subjects
PLANT phenology, CONTRAST effect, URBAN heat islands, PHENOLOGY, URBAN biodiversity, INVERTEBRATE communities
Abstract

The ongoing wide‐scale introduction of nonnative plants across the world may negatively influence native invertebrate fauna, due to a lack of coevolved traits related to the novel plants, e.g., unique phytochemicals or shifted phenology. Nonnative plants, specifically trees, are common in urban environments, areas that already pose novel habitats to plants and wildlife through a wide array of anthropogenic factors. For example, impervious surfaces contribute to increased ambient temperatures, the so‐called urban heat island effect (UHI), which can affect local plant phenology. Yet, few studies have simultaneously studied the effects of urbanization and tree species origin on urban invertebrate communities. We measured the city‐level UHI and phenology of nine native and seven nonnative tree species in five city‐center parks in southern Sweden, as well as four common native species in a rural control forest. We quantified the abundance of invertebrates on a subset of native and nonnative tree species through shake sampling, sticky traps, and frass collection. In the urban environment, nonnative trees hosted significantly fewer invertebrates compared to native trees. Furthermore, the nonnative trees had a delayed phenology compared to native species, while the peak of caterpillars associated with the subset of trees surveyed for this measure was significantly earlier compared to that of the native species studied. The effect of tree species origin on urban invertebrate abundance was of a greater magnitude (effect size) than the effect of urbanization on invertebrate abundance in native tree hosts. Hence, the results indicate that the impact of nonnative vegetation may be a stronger driver of invertebrate declines in urban areas than other factors. As the effect of species origin on tree phenology was at a level comparable to the urban effect, increasing prevalence of nonnative vegetation can potentially obscure effects of urbanization on phenology in large‐scale studies, as well as induce mismatches to invertebrate populations. Since parks harbor a large proportion of urban biodiversity, native trees play a crucial role in such habitats and should not be considered replaceable by nonnative species in terms of conservation value. [ABSTRACT FROM AUTHOR]

Published
2022
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25. When beggars are choosers-How nesting of a solitary bee is affected by temporal dynamics of pollen plants in the landscape

Author

Persson, Anna S., Mazier, Florence, Smith, Henrik G., Persson, Anna S., Mazier, Florence, and Smith, Henrik G.

Abstract

Wild bees are declining in intensively farmed regions worldwide, threatening pollination services to flowering crops and wild plants. To halt bee declines, it is essential that conservation actions are based on a mechanistic understanding of how bee species utilize landscapes. We aimed at teasing apart how foraging resources in the landscape through the nesting season affected nesting and reproduction of a solitary bee in a farmland region. We investigated how availability of floral resources and potentially resource-rich habitats surrounding nests affected nest provisioning and reproduction in the solitary polylectic bee Osmia bicornis. The study was performed in 18 landscape sectors dominated by agriculture, but varying in agricultural intensity in terms of proportion of organic crop fields and seminatural permanent pastures. Pasture-rich sectors contained more oak (Quercus robur), which pollen analysis showed to be favored forage in early season. More oaks ≤100 m from nests led to higher proportions of oak pollen in nest provisions and increased speed of nest construction in early season, but this effect tapered off as flowering decreased. Late-season pollen foraging was dominated by buttercup (Ranunculus spp.), common in various noncrop habitats. Foraging trips were longer with more oaks and increased further through the season. The opposite was found for buttercup. Oak and buttercup interacted to explain the number of offspring; buttercup had a positive effect only when the number of oaks was above the mean for the studied sectors. The results show that quality of complex and pasture-rich landscapes for O. bicornis depends on preserving existing and generating new oak trees. Lignose plants are key early-season forage resources in agricultural landscapes. Increasing habitat hetero-geneity with trees and shrubs and promoting suitable late-flowering forbs can benefit O. bicornis and other wild bees active in spring and early summer, something which existing agri-e

Published
2018

28. The database of the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) project

Author

Hudson, Lawrence N., Newbold, Tim, Contu, Sara, Hill, Samantha L. L., Lysenko, Igor, De Palma, Adriana, Phillips, Helen R. P., Alhusseini, Tamera I., Bedford, Felicity E., Bennett, Dominic J., Booth, Hollie, Burton, Victoria J., Chng, Charlotte W. T., Choimes, Argyrios, Correia, David L. P., Day, Julie, Echeverria-Londono, Susy, Emerson, Susan R., Gao, Di, Garon, Morgan, Harrison, Michelle L. K., Ingram, Daniel J., Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D., Pan, Yuan, Pask-Hale, Gwilym D., Pynegar, Edwin L., Robinson, Alexandra N., Sanchez-Ortiz, Katia, Senior, Rebecca A., Simmons, Benno I., White, Hannah J., Zhang, Hanbin, Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B., Aguilar-Barquero, Virginia, Aizen, Marcelo A., Albertos, Belen, Alcala, E. L., del Mar Alguacil, Maria, Alignier, Audrey, Ancrenaz, Marc, Andersen, Alan N., Arbelaez-Cortes, Enrique, Armbrecht, Inge, Arroyo-Rodriguez, Victor, Aumann, Tom, Axmacher, Jan C., Azhar, Badrul, Azpiroz, Adrian B., Baeten, Lander, Bakayoko, Adama, Baldi, Andras, Banks, John E., Baral, Sharad K., Barlow, Jos, Barratt, Barbara I. P., Barrico, Lurdes, Bartolommei, Paola, Barton, Diane M., Basset, Yves, Batary, Peter, Bates, Adam J., Baur, Bruno, Bayne, Erin M., Beja, Pedro, Benedick, Suzan, Berg, Ake, Bernard, Henry, Berry, Nicholas J., Bhatt, Dinesh, Bicknell, Jake E., Bihn, Jochen H., Blake, Robin J., Bobo, Kadiri S., Bocon, Roberto, Boekhout, Teun, Bohning-Gaese, Katrin, Bonham, Kevin J., Borges, Paulo A. V., Borges, Sergio H., Boutin, Celine, Bouyer, Jeremy, Bragagnolo, Cibele, Brandt, Jodi S., Brearley, Francis Q., Brito, Isabel, Bros, Vicenc, Brunet, Jorg, Buczkowski, Grzegorz, Buddle, Christopher M., Bugter, Rob, Buscardo, Erika, Buse, Joern, Cabra-Garcia, Jimmy, Caceres, Nilton C., Cagle, Nicolette L., Calvino-Cancela, Maria, Cameron, Sydney A., Cancello, Eliana M., Caparros, Rut, Cardoso, Pedro, Carpenter, Dan, Carrijo, Tiago F., Carvalho, Anelena L., Cassano, Camila R., Castro, Helena, Castro-Luna, Alejandro A., Cerda, Rolando B., Cerezo, Alexis, Chapman, Kim Alan, Chauvat, Matthieu, Christensen, Morten, Clarke, Francis M., Cleary, Daniel F. R., Colombo, Giorgio, Connop, Stuart P., Craig, Michael D., Cruz-Lopez, Leopoldo, Cunningham, Saul A., D'Aniello, Biagio, D'Cruze, Neil, da Silva, Pedro Giovani, Dallimer, Martin, Danquah, Emmanuel, Darvill, Ben, Dauber, Jens, Davis, Adrian L. V., Dawson, Jeff, de Sassi, Claudio, de Thoisy, Benoit, Deheuvels, Olivier, Dejean, Alain, Devineau, Jean-Louis, Diekoetter, Tim, Dolia, Jignasu V., Dominguez, Erwin, Dominguez-Haydar, Yamileth, Dorn, Silvia, Draper, Isabel, Dreber, Niels, Dumont, Bertrand, Dures, Simon G., Dynesius, Mats, Edenius, Lars, Eggleton, Paul, Eigenbrod, Felix, Elek, Zoltan, Entling, Martin H., Esler, Karen J., De Lima, Ricardo F., Faruk, Aisyah, Farwig, Nina, Fayle, Tom M., Felicioli, Antonio, Felton, Annika M., Fensham, Roderick J., Fernandez, Ignacio C., Ferreira, Catarina C., Ficetola, Gentile F., Fiera, Cristina, Filgueiras, Bruno K. C., Firincioglu, Huseyin K., Flaspohler, David, Floren, Andreas, Fonte, Steven J., Fournier, Anne, Fowler, Robert E., Franzen, Markus, Fraser, Lauchlan H., Fredriksson, Gabriella M., Freire-, Geraldo B., Jr., Frizzo, Tiago L. M., Fukuda, Daisuke, Furlani, Dario, Gaigher, Rene, Ganzhorn, Joerg U., Garcia, Karla P., Garcia-R, Juan C., Garden, Jenni G., Garilleti, Ricardo, Ge, Bao-Ming, Gendreau-Berthiaume, Benoit, Gerard, Philippa J., Gheler-Costa, Carla, Gilbert, Benjamin, Giordani, Paolo, Giordano, Simonetta, Golodets, Carly, Gomes, Laurens G. L., Gould, Rachelle K., Goulson, Dave, Gove, Aaron D., Granjon, Laurent, Grass, Ingo, Gray, Claudia L., Grogan, James, Gu, Weibin, Guardiola, Moises, Gunawardene, Nihara R., Gutierrez, Alvaro G., Gutierrez-Lamus, Doris L., Haarmeyer, Daniela H., Hanley, Mick E., Hanson, Thor, Hashim, Nor R., Hassan, Shombe N., Hatfield, Richard G., Hawes, Joseph E., Hayward, Matt W., Hebert, Christian, Helden, Alvin J., Henden, John-Andre, Henschel, Philipp, Hernandez, Lionel, Herrera, James P., Herrmann, Farina, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Hofer, Hubert, Hoffmann, Anke, Horgan, Finbarr G., Hornung, Elisabeth, Horvath, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishida, Hiroaki, Ishitani, Masahiro, Jacobs, Carmen T., Jaramillo, Victor J., Jauker, Birgit, Jimenez Hernandez, F., Johnson, McKenzie F., Jolli, Virat, Jonsell, Mats, Juliani, S. Nur, Jung, Thomas S., Kapoor, Vena, Kappes, Heike, Kati, Vassiliki, Katovai, Eric, Kellner, Klaus, Kessler, Michael, Kirby, Kathryn R., Kittle, Andrew M., Knight, Mairi E., Knop, Eva, Kohler, Florian, Koivula, Matti, Kolb, Annette, Kone, Mouhamadou, Koroesi, Adam, Krauss, Jochen, Kumar, Ajith, Kumar, Raman, Kurz, David J., Kutt, Alex S., Lachat, Thibault, Lantschner, Victoria, Lara, Francisco, Lasky, Jesse R., Latta, Steven C., Laurance, William F., Lavelle, Patrick, Le Feon, Violette, LeBuhn, Gretchen, Legare, Jean-Philippe, Lehouck, Valerie, Lencinas, Maria V., Lentini, Pia E., Letcher, Susan G., Li, Qi, Litchwark, Simon A., Littlewood, Nick A., Liu, Yunhui, Lo-Man-Hung, Nancy, Lopez-Quintero, Carlos A., Louhaichi, Mounir, Lovei, Gabor L., Lucas-Borja, Manuel Esteban, Luja, Victor H., Luskin, Matthew S., MacSwiney G, M. Cristina, Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Malone, Louise A., Malonza, Patrick K., Malumbres-Olarte, Jagoba, Mandujano, Salvador, Maren, Inger E., Marin-Spiotta, Erika, Marsh, Charles J., Marshall, E. J. P., Martinez, Eliana, Pastur, Guillermo Martinez, Mateos, David Moreno, Mayfield, Margaret M., Mazimpaka, Vicente, McCarthy, Jennifer L., McCarthy, Kyle P., McFrederick, Quinn S., McNamara, Sean, Medina, Nagore G., Medina, Rafael, Mena, Jose L., Mico, Estefania, Mikusinski, Grzegorz, Milder, Jeffrey C., Miller, James R., Miranda-Esquivel, Daniel R., Moir, Melinda L., Morales, Carolina L., Muchane, Mary N., Muchane, Muchai, Mudri-Stojnic, Sonja, Munira, A. Nur, Muonz-Alonso, Antonio, Munyekenye, B. F., Naidoo, Robin, Naithani, A., Nakagawa, Michiko, Nakamura, Akihiro, Nakashima, Yoshihiro, Naoe, Shoji, Nates-Parra, Guiomar, Gutierrez, Dario A. Navarrete, Navarro-Iriarte, Luis, Ndang'ang'a, Paul K., Neuschulz, Eike L., Ngai, Jacqueline T., Nicolas, Violaine, Nilsson, Sven G., Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Norton, David A., Noeske, Nicole M., Nowakowski, A. Justin, Numa, Catherine, O'Dea, Niall, O'Farrell, Patrick J., Oduro, William, Oertli, Sabine, Ofori-Boateng, Caleb, Oke, Christopher Omamoke, Oostra, Vicencio, Osgathorpe, Lynne M., Eduardo Otavo, Samuel, Page, Navendu V., Paritsis, Juan, Parra-H, Alejandro, Parry, Luke, Pe'er, Guy, Pearman, Peter B., Pelegrin, Nicolas, Pelissier, Raphael, Peres, Carlos A., Peri, Pablo L., Persson, Anna S., Petanidou, Theodora, Peters, Marcell K., Pethiyagoda, Rohan S., Phalan, Ben, Philips, T. Keith, Pillsbury, Finn C., Pincheira-Ulbrich, Jimmy, Pineda, Eduardo, Pino, Joan, Pizarro-Araya, Jaime, Plumptre, A. J., Poggio, Santiago L., Politi, Natalia, Pons, Pere, Poveda, Katja, Power, Eileen F., Presley, Steven J., Proenca, Vania, Quaranta, Marino, Quintero, Carolina, Rader, Romina, Ramesh, B. R., Ramirez-Pinilla, Martha P., Ranganathan, Jai, Rasmussen, Claus, Redpath-Downing, Nicola A., Reid, J. Leighton, Reis, Yana T., Rey Benayas, Jose M., Carlos Rey-Velasco, Juan, Reynolds, Chevonne, Ribeiro, Danilo Bandini, Richards, Miriam H., Richardson, Barbara A., Richardson, Michael J., Macip Rios, Rodrigo, Robinson, Richard, Robles, Carolina A., Roembke, Joerg, Romero-Duque, Luz Piedad, Ros, Matthias, Rosselli, Loreta, Rossiter, Stephen J., Roth, Dana S., Roulston, T'ai H., Rousseau, Laurent, Rubio, Andre V., Ruel, Jean-Claude, Sadler, Jonathan P., Safian, Szabolcs, Saldana-Vazquez, Romeo A., Sam, Katerina, Samnegard, Ulrika, Santana, Joana, Santos, Xavier, Savage, Jade, Schellhorn, Nancy A., Schilthuizen, Menno, Schmiedel, Ute, Schmitt, Christine B., Schon, Nicole L., Schuepp, Christof, Schumann, Katharina, Schweiger, Oliver, Scott, Dawn M., Scott, Kenneth A., Sedlock, Jodi L., Seefeldt, Steven S., Shahabuddin, Ghazala, Shannon, Graeme, Sheil, Douglas, Sheldon, Frederick H., Shochat, Eyal, Siebert, Stefan J., Silva, Fernando A. B., Simonetti, Javier A., Slade, Eleanor M., Smith, Jo, Smith-Pardo, Allan H., Sodhi, Navjot S., Somarriba, Eduardo J., Sosa, Ramon A., Soto Quiroga, Grimaldo, St-Laurent, Martin-Hugues, Starzomski, Brian M., Stefanescu, Constanti, Steffan-Dewenter, Ingolf, Stouffer, Philip C., Stout, Jane C., Strauch, Ayron M., Struebig, Matthew J., Su, Zhimin, Suarez-Rubio, Marcela, Sugiura, Shinji, Summerville, Keith S., Sung, Yik-Hei, Sutrisno, Hari, Svenning, Jens-Christian, Teder, Tiit, Threlfall, Caragh G., Tiitsaar, Anu, Todd, Jacqui H., Tonietto, Rebecca K., Torre, Ignasi, Tothmeresz, Bela, Tscharntke, Teja, Turner, Edgar C., Tylianakis, Jason M., Uehara-Prado, Marcio, Urbina-Cardona, Nicolas, Vallan, Denis, Vanbergen, Adam J., Vasconcelos, Heraldo L., Vassilev, Kiril, Verboven, Hans A. F., Verdasca, Maria Joao, Verdu, Jose R., Vergara, Carlos H., Vergara, Pablo M., Verhulst, Jort, Virgilio, Massimiliano, Van Vu, Lien, Waite, Edward M., Walker, Tony R., Wang, Hua-Feng, Wang, Yanping, Watling, James I., Weller, Britta, Wells, Konstans, Westphal, Catrin, Wiafe, Edward D., Williams, Christopher D., Willig, Michael R., Woinarski, John C. Z., Wolf, Jan H. D., Wolters, Volkmar, Woodcock, Ben A., Wu, Jihua, Wunderle, Joseph M., Jr., Yamaura, Yuichi, Yoshikura, Satoko, Yu, Douglas W., Zaitsev, Andrey S., Zeidler, Juliane, Zou, Fasheng, Collen, Ben, Ewers, Rob M., Mace, Georgina M., Purves, Drew W., Scharlemann, Joern P. W., Purvis, Andy, Hudson, Lawrence N., Newbold, Tim, Contu, Sara, Hill, Samantha L. L., Lysenko, Igor, De Palma, Adriana, Phillips, Helen R. P., Alhusseini, Tamera I., Bedford, Felicity E., Bennett, Dominic J., Booth, Hollie, Burton, Victoria J., Chng, Charlotte W. T., Choimes, Argyrios, Correia, David L. P., Day, Julie, Echeverria-Londono, Susy, Emerson, Susan R., Gao, Di, Garon, Morgan, Harrison, Michelle L. K., Ingram, Daniel J., Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D., Pan, Yuan, Pask-Hale, Gwilym D., Pynegar, Edwin L., Robinson, Alexandra N., Sanchez-Ortiz, Katia, Senior, Rebecca A., Simmons, Benno I., White, Hannah J., Zhang, Hanbin, Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B., Aguilar-Barquero, Virginia, Aizen, Marcelo A., Albertos, Belen, Alcala, E. L., del Mar Alguacil, Maria, Alignier, Audrey, Ancrenaz, Marc, Andersen, Alan N., Arbelaez-Cortes, Enrique, Armbrecht, Inge, Arroyo-Rodriguez, Victor, Aumann, Tom, Axmacher, Jan C., Azhar, Badrul, Azpiroz, Adrian B., Baeten, Lander, Bakayoko, Adama, Baldi, Andras, Banks, John E., Baral, Sharad K., Barlow, Jos, Barratt, Barbara I. 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M., Fukuda, Daisuke, Furlani, Dario, Gaigher, Rene, Ganzhorn, Joerg U., Garcia, Karla P., Garcia-R, Juan C., Garden, Jenni G., Garilleti, Ricardo, Ge, Bao-Ming, Gendreau-Berthiaume, Benoit, Gerard, Philippa J., Gheler-Costa, Carla, Gilbert, Benjamin, Giordani, Paolo, Giordano, Simonetta, Golodets, Carly, Gomes, Laurens G. L., Gould, Rachelle K., Goulson, Dave, Gove, Aaron D., Granjon, Laurent, Grass, Ingo, Gray, Claudia L., Grogan, James, Gu, Weibin, Guardiola, Moises, Gunawardene, Nihara R., Gutierrez, Alvaro G., Gutierrez-Lamus, Doris L., Haarmeyer, Daniela H., Hanley, Mick E., Hanson, Thor, Hashim, Nor R., Hassan, Shombe N., Hatfield, Richard G., Hawes, Joseph E., Hayward, Matt W., Hebert, Christian, Helden, Alvin J., Henden, John-Andre, Henschel, Philipp, Hernandez, Lionel, Herrera, James P., Herrmann, Farina, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Hofer, Hubert, Hoffmann, Anke, Horgan, Finbarr G., Hornung, Elisabeth, Horvath, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishida, Hiroaki, Ishitani, Masahiro, Jacobs, Carmen T., Jaramillo, Victor J., Jauker, Birgit, Jimenez Hernandez, F., Johnson, McKenzie F., Jolli, Virat, Jonsell, Mats, Juliani, S. Nur, Jung, Thomas S., Kapoor, Vena, Kappes, Heike, Kati, Vassiliki, Katovai, Eric, Kellner, Klaus, Kessler, Michael, Kirby, Kathryn R., Kittle, Andrew M., Knight, Mairi E., Knop, Eva, Kohler, Florian, Koivula, Matti, Kolb, Annette, Kone, Mouhamadou, Koroesi, Adam, Krauss, Jochen, Kumar, Ajith, Kumar, Raman, Kurz, David J., Kutt, Alex S., Lachat, Thibault, Lantschner, Victoria, Lara, Francisco, Lasky, Jesse R., Latta, Steven C., Laurance, William F., Lavelle, Patrick, Le Feon, Violette, LeBuhn, Gretchen, Legare, Jean-Philippe, Lehouck, Valerie, Lencinas, Maria V., Lentini, Pia E., Letcher, Susan G., Li, Qi, Litchwark, Simon A., Littlewood, Nick A., Liu, Yunhui, Lo-Man-Hung, Nancy, Lopez-Quintero, Carlos A., Louhaichi, Mounir, Lovei, Gabor L., Lucas-Borja, Manuel Esteban, Luja, Victor H., Luskin, Matthew S., MacSwiney G, M. Cristina, Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Malone, Louise A., Malonza, Patrick K., Malumbres-Olarte, Jagoba, Mandujano, Salvador, Maren, Inger E., Marin-Spiotta, Erika, Marsh, Charles J., Marshall, E. J. P., Martinez, Eliana, Pastur, Guillermo Martinez, Mateos, David Moreno, Mayfield, Margaret M., Mazimpaka, Vicente, McCarthy, Jennifer L., McCarthy, Kyle P., McFrederick, Quinn S., McNamara, Sean, Medina, Nagore G., Medina, Rafael, Mena, Jose L., Mico, Estefania, Mikusinski, Grzegorz, Milder, Jeffrey C., Miller, James R., Miranda-Esquivel, Daniel R., Moir, Melinda L., Morales, Carolina L., Muchane, Mary N., Muchane, Muchai, Mudri-Stojnic, Sonja, Munira, A. Nur, Muonz-Alonso, Antonio, Munyekenye, B. F., Naidoo, Robin, Naithani, A., Nakagawa, Michiko, Nakamura, Akihiro, Nakashima, Yoshihiro, Naoe, Shoji, Nates-Parra, Guiomar, Gutierrez, Dario A. 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J., Poggio, Santiago L., Politi, Natalia, Pons, Pere, Poveda, Katja, Power, Eileen F., Presley, Steven J., Proenca, Vania, Quaranta, Marino, Quintero, Carolina, Rader, Romina, Ramesh, B. R., Ramirez-Pinilla, Martha P., Ranganathan, Jai, Rasmussen, Claus, Redpath-Downing, Nicola A., Reid, J. Leighton, Reis, Yana T., Rey Benayas, Jose M., Carlos Rey-Velasco, Juan, Reynolds, Chevonne, Ribeiro, Danilo Bandini, Richards, Miriam H., Richardson, Barbara A., Richardson, Michael J., Macip Rios, Rodrigo, Robinson, Richard, Robles, Carolina A., Roembke, Joerg, Romero-Duque, Luz Piedad, Ros, Matthias, Rosselli, Loreta, Rossiter, Stephen J., Roth, Dana S., Roulston, T'ai H., Rousseau, Laurent, Rubio, Andre V., Ruel, Jean-Claude, Sadler, Jonathan P., Safian, Szabolcs, Saldana-Vazquez, Romeo A., Sam, Katerina, Samnegard, Ulrika, Santana, Joana, Santos, Xavier, Savage, Jade, Schellhorn, Nancy A., Schilthuizen, Menno, Schmiedel, Ute, Schmitt, Christine B., Schon, Nicole L., Schuepp, Christof, Schumann, Katharina, Schweiger, Oliver, Scott, Dawn M., Scott, Kenneth A., Sedlock, Jodi L., Seefeldt, Steven S., Shahabuddin, Ghazala, Shannon, Graeme, Sheil, Douglas, Sheldon, Frederick H., Shochat, Eyal, Siebert, Stefan J., Silva, Fernando A. B., Simonetti, Javier A., Slade, Eleanor M., Smith, Jo, Smith-Pardo, Allan H., Sodhi, Navjot S., Somarriba, Eduardo J., Sosa, Ramon A., Soto Quiroga, Grimaldo, St-Laurent, Martin-Hugues, Starzomski, Brian M., Stefanescu, Constanti, Steffan-Dewenter, Ingolf, Stouffer, Philip C., Stout, Jane C., Strauch, Ayron M., Struebig, Matthew J., Su, Zhimin, Suarez-Rubio, Marcela, Sugiura, Shinji, Summerville, Keith S., Sung, Yik-Hei, Sutrisno, Hari, Svenning, Jens-Christian, Teder, Tiit, Threlfall, Caragh G., Tiitsaar, Anu, Todd, Jacqui H., Tonietto, Rebecca K., Torre, Ignasi, Tothmeresz, Bela, Tscharntke, Teja, Turner, Edgar C., Tylianakis, Jason M., Uehara-Prado, Marcio, Urbina-Cardona, Nicolas, Vallan, Denis, Vanbergen, Adam J., Vasconcelos, Heraldo L., Vassilev, Kiril, Verboven, Hans A. F., Verdasca, Maria Joao, Verdu, Jose R., Vergara, Carlos H., Vergara, Pablo M., Verhulst, Jort, Virgilio, Massimiliano, Van Vu, Lien, Waite, Edward M., Walker, Tony R., Wang, Hua-Feng, Wang, Yanping, Watling, James I., Weller, Britta, Wells, Konstans, Westphal, Catrin, Wiafe, Edward D., Williams, Christopher D., Willig, Michael R., Woinarski, John C. Z., Wolf, Jan H. D., Wolters, Volkmar, Woodcock, Ben A., Wu, Jihua, Wunderle, Joseph M., Jr., Yamaura, Yuichi, Yoshikura, Satoko, Yu, Douglas W., Zaitsev, Andrey S., Zeidler, Juliane, Zou, Fasheng, Collen, Ben, Ewers, Rob M., Mace, Georgina M., Purves, Drew W., Scharlemann, Joern P. W., and Purvis, Andy

Abstract

The PREDICTS project-Projecting Responses of Ecological Diversity In Changing Terrestrial Systems (www.predicts.org.uk)-has collated from published studies a large, reasonably representative database of comparable samples of biodiversity from multiple sites that differ in the nature or intensity of human impacts relating to land use. We have used this evidence base to develop global and regional statistical models of how local biodiversity responds to these measures. We describe and make freely available this 2016 release of the database, containing more than 3.2 million records sampled at over 26,000 locations and representing over 47,000 species. We outline how the database can help in answering a range of questions in ecology and conservation biology. To our knowledge, this is the largest and most geographically and taxonomically representative database of spatial comparisons of biodiversity that has been collated to date; it will be useful to researchers and international efforts wishing to model and understand the global status of biodiversity.

Published
2017
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29. The PREDICTS database : a global database of how local terrestrial biodiversity responds to human impacts

Author

Hudson, Lawrence N., Newbold, Tim, Contu, Sara, Hill, Samantha L. L., Lysenko, Igor, Palma, Adriana de, Phillips, Helen R. P., Senior, Rebecca A., Bennett, Dominic J., Booth, Hollie, Choimes, Argyrios, Correia, David L. P., Day, Julie, Echeverria-Londono, Susy, Garon, Morgan, Harrison, Michelle L. K., Ingram, Daniel J., Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D., Pan, Yuan, White, Hannah J., Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B., Aguilar-Barquero, Virginia, Aizen, Marcelo, Ancrenaz, Marc, Arbelaez-Cortes, Enrique, Armbrecht, Inge, Azhar, Badrul, Azpiroz, Adrián B., Baeten, Lander, Báldi, András, Banks, John E., Barlow, Jos, Batáry, Péter, Bates, Adam J., Bayne, Erin M., Beja, Pedro, Berg, Åke, Berry, Nicholas J., Bicknell, Jake E., Bihn, Jochen H., Böhning-Gaese, Katrin, Boekhout, Teun, Boutin, Celine, Bouyer, Jeremy, Brearley, Francis Q., Brito, Isabel, Brunet, Jörg, Buczkowski, Grzegorz, Buscardo, Erika, Cabra-Garcia, Jimmy, Calvino-Cancela, Maria, Cameron, Sydney A., Cancello, Eliana M., Carrijo, Tiago F., Carvalho, Anelena L., Castro, Helena, Castro-Luna, Alejandro Antonio, Cerda, Rolando, Cerezo, Alexis, Chauvat, Matthieu, Clarke, Frank M., Cleary, Daniel F. R., Connop, Stuart P., D'Aniello, Biagio, Silva, Pedro Giovani da, Darvill, Ben, Dauber, Jens, Dejean, Alain, Diekötter, Tim, Dominguez-Haydar, Yamileth, Dormann, Carsten F., Dumont, Bertrand, Dures, Simon G., Dynesius, Mats, Edenius, Lars, Elek, Zoltan, Entling, Martin H., Farwig, Nina, Fayle, Tom M., Felicioli, Antonio, Felton, Annika M., Ficetola, Gentile Francesco, Filgueiras, Bruno K. C., Fonte, Steve J., Fraser, Lauchlan H., Fukuda, Daisuke, Furlani, Dario, Ganzhorn, Jörg U., Garden, Jenni G., Gheler-Costa, Carla, Giordani, Paolo, Giordano, Simonetta, Gottschalk, Marco S., Goulson, Dave, Gove, Aaron D., Grogan, James, Hanley, Mick E., Hanson, Thor, Hashim, Nor R., Hawes, Joseph E., Hébert, Christian, Helden, Alvin J., Henden, John-André, Hernández, Lionel, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Horgan, Finbarr G., Horvath, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishitani, Mashiro, Jacobs, Carmen T., Jaramillo, Victor J., Jauker, Birgit, Jonsell, Matts, Jung, Thomas S., Kapoor, Vena, Kati, Vassiliki, Katovai, Eric, Kessler, Michael, Knop, Eva, Kolb, Annette, Körösi, Àdám, Lachat, Thibault, Lantschner, Victoria, Le Féon, Violette, LeBuhn, Gretchen, Légaré, Jean-Philippe, Letcher, Susan G., Littlewood, Nick A., López-Quintero, Carlos A., Louhaichi, Mounir, Lövei, Gabor L., Lucas-Borja, Manuel Esteban, Luja, Victor H., Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin D., Marin-Spiotta, Erika, Marshall, Edward Jon P., Martínez, Eliana, Mayfield, Margaret M., Mikusinski, Gregorz, Milder, Jeffery C., Miller, James R., Morales, Carolina L., Muriithi-Muchane, Mary Nyawira, Muchane, Muchai, Naidoo, Robin, Nakamura, Akihiro, Naoe, Shoji, Nates-Parra, Guiomar, Navarerete Gutierrez, Dario A., Neuschulz, Eike Lena, Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Nöske, Nicole M., O'Dea, Niall, Oduro, William, Ofori-Boateng, Caleb, Oke, Chris O., Osgathorpe, Lynne M., Paritsis, Juan, Parrah, Alejandro, Pelegrin, Nicolás, Peres, Carlos A., Persson, Anna S., Petanidou, Theodora, Phalan, Ben, Philips, T. Keith, Poveda, Katja, Power, Eileen F., Presley, Steven J., Proença, Vânia, Quaranta, Marino, Quintero, Carolina, Redpath-Downing, Nicola A., Reid, J. Leighton, Reis, Yana T., Ribeiro, Danilo B., Richardson, Barbara A., Richardson, Michael J., Robles, Carolina A., Römbke, Jörg, Romero-Duque, Luz Piedad, Rosselli, Loreta, Rossiter, Stephen J., Roulston, T'ai H., Rousseau, Laurent, Sadler, Jonathan P., Sáfián, Szbolcs, Saldaña-Vásquez, Romeo A., Samnegård, Ulrika, Schüepp, Christof, Schweiger, Oliver, Sedlock, Jodi L., Shahabuddin, Ghazala, Sheil, Douglas, Silva, Fernando A. B., Slade, Eleanor, Smith-Pardo, Allan H., Sodhi, Navjot S., Somarriba, Eduardo J., Sosa, Ramón A., Stout, Jane C., Struebig, Matthew J., Sung, Yik-Hei, Threlfall, Caragh G., Tonietto, Rebecca, Tóthmérész, Béla, Tscharntke, Teja, Turner, Edgar C., Tylianakis, Jason M., Vanbergen, Adam J., Vassilev, Kiril, Verboven, Hans A. F., Vergara, Carlos H., Vergara, Pablo M., Verhulst, Jort, Walker, Tony R., Wang, Yanping, Watling, James I., Wells, Konstans, Williams, Christopher D., Willig, Michael R., Woinarski, John Casimir Zichy, Wolf, Jan H. D., Woodcock, Ben A., Yu, Douglas W., Zailsev, Andreys, Collen, Ben, Ewers, Rob M., Mace, Georgina M., Purves, Drew W., Scharlemann, Jörn P. W., Pervis, Andy, Hudson, Lawrence N., Newbold, Tim, Contu, Sara, Hill, Samantha L. L., Lysenko, Igor, Palma, Adriana de, Phillips, Helen R. P., Senior, Rebecca A., Bennett, Dominic J., Booth, Hollie, Choimes, Argyrios, Correia, David L. P., Day, Julie, Echeverria-Londono, Susy, Garon, Morgan, Harrison, Michelle L. K., Ingram, Daniel J., Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D., Pan, Yuan, White, Hannah J., Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B., Aguilar-Barquero, Virginia, Aizen, Marcelo, Ancrenaz, Marc, Arbelaez-Cortes, Enrique, Armbrecht, Inge, Azhar, Badrul, Azpiroz, Adrián B., Baeten, Lander, Báldi, András, Banks, John E., Barlow, Jos, Batáry, Péter, Bates, Adam J., Bayne, Erin M., Beja, Pedro, Berg, Åke, Berry, Nicholas J., Bicknell, Jake E., Bihn, Jochen H., Böhning-Gaese, Katrin, Boekhout, Teun, Boutin, Celine, Bouyer, Jeremy, Brearley, Francis Q., Brito, Isabel, Brunet, Jörg, Buczkowski, Grzegorz, Buscardo, Erika, Cabra-Garcia, Jimmy, Calvino-Cancela, Maria, Cameron, Sydney A., Cancello, Eliana M., Carrijo, Tiago F., Carvalho, Anelena L., Castro, Helena, Castro-Luna, Alejandro Antonio, Cerda, Rolando, Cerezo, Alexis, Chauvat, Matthieu, Clarke, Frank M., Cleary, Daniel F. R., Connop, Stuart P., D'Aniello, Biagio, Silva, Pedro Giovani da, Darvill, Ben, Dauber, Jens, Dejean, Alain, Diekötter, Tim, Dominguez-Haydar, Yamileth, Dormann, Carsten F., Dumont, Bertrand, Dures, Simon G., Dynesius, Mats, Edenius, Lars, Elek, Zoltan, Entling, Martin H., Farwig, Nina, Fayle, Tom M., Felicioli, Antonio, Felton, Annika M., Ficetola, Gentile Francesco, Filgueiras, Bruno K. C., Fonte, Steve J., Fraser, Lauchlan H., Fukuda, Daisuke, Furlani, Dario, Ganzhorn, Jörg U., Garden, Jenni G., Gheler-Costa, Carla, Giordani, Paolo, Giordano, Simonetta, Gottschalk, Marco S., Goulson, Dave, Gove, Aaron D., Grogan, James, Hanley, Mick E., Hanson, Thor, Hashim, Nor R., Hawes, Joseph E., Hébert, Christian, Helden, Alvin J., Henden, John-André, Hernández, Lionel, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Horgan, Finbarr G., Horvath, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishitani, Mashiro, Jacobs, Carmen T., Jaramillo, Victor J., Jauker, Birgit, Jonsell, Matts, Jung, Thomas S., Kapoor, Vena, Kati, Vassiliki, Katovai, Eric, Kessler, Michael, Knop, Eva, Kolb, Annette, Körösi, Àdám, Lachat, Thibault, Lantschner, Victoria, Le Féon, Violette, LeBuhn, Gretchen, Légaré, Jean-Philippe, Letcher, Susan G., Littlewood, Nick A., López-Quintero, Carlos A., Louhaichi, Mounir, Lövei, Gabor L., Lucas-Borja, Manuel Esteban, Luja, Victor H., Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin D., Marin-Spiotta, Erika, Marshall, Edward Jon P., Martínez, Eliana, Mayfield, Margaret M., Mikusinski, Gregorz, Milder, Jeffery C., Miller, James R., Morales, Carolina L., Muriithi-Muchane, Mary Nyawira, Muchane, Muchai, Naidoo, Robin, Nakamura, Akihiro, Naoe, Shoji, Nates-Parra, Guiomar, Navarerete Gutierrez, Dario A., Neuschulz, Eike Lena, Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Nöske, Nicole M., O'Dea, Niall, Oduro, William, Ofori-Boateng, Caleb, Oke, Chris O., Osgathorpe, Lynne M., Paritsis, Juan, Parrah, Alejandro, Pelegrin, Nicolás, Peres, Carlos A., Persson, Anna S., Petanidou, Theodora, Phalan, Ben, Philips, T. Keith, Poveda, Katja, Power, Eileen F., Presley, Steven J., Proença, Vânia, Quaranta, Marino, Quintero, Carolina, Redpath-Downing, Nicola A., Reid, J. Leighton, Reis, Yana T., Ribeiro, Danilo B., Richardson, Barbara A., Richardson, Michael J., Robles, Carolina A., Römbke, Jörg, Romero-Duque, Luz Piedad, Rosselli, Loreta, Rossiter, Stephen J., Roulston, T'ai H., Rousseau, Laurent, Sadler, Jonathan P., Sáfián, Szbolcs, Saldaña-Vásquez, Romeo A., Samnegård, Ulrika, Schüepp, Christof, Schweiger, Oliver, Sedlock, Jodi L., Shahabuddin, Ghazala, Sheil, Douglas, Silva, Fernando A. B., Slade, Eleanor, Smith-Pardo, Allan H., Sodhi, Navjot S., Somarriba, Eduardo J., Sosa, Ramón A., Stout, Jane C., Struebig, Matthew J., Sung, Yik-Hei, Threlfall, Caragh G., Tonietto, Rebecca, Tóthmérész, Béla, Tscharntke, Teja, Turner, Edgar C., Tylianakis, Jason M., Vanbergen, Adam J., Vassilev, Kiril, Verboven, Hans A. F., Vergara, Carlos H., Vergara, Pablo M., Verhulst, Jort, Walker, Tony R., Wang, Yanping, Watling, James I., Wells, Konstans, Williams, Christopher D., Willig, Michael R., Woinarski, John Casimir Zichy, Wolf, Jan H. D., Woodcock, Ben A., Yu, Douglas W., Zailsev, Andreys, Collen, Ben, Ewers, Rob M., Mace, Georgina M., Purves, Drew W., Scharlemann, Jörn P. W., and Pervis, Andy

Abstract

Biodiversity continues to decline in the face of increasing anthropogenic pressures such as habitat destruction, exploitation, pollution and introduction of alien species. Existing global databases of species’ threat status or population time series are dominated by charismatic species. The collation of datasets with broad taxonomic and biogeographic extents, and that support computation of a range of biodiversity indicators, is necessary to enable better understanding of historical declines and to project – and avert – future declines. We describe and assess a new database of more than 1.6 million samples from 78 countries representing over 28,000 species, collated from existing spatial comparisons of local-scale biodiversity exposed to different intensities and types of anthropogenic pressures, from terrestrial sites around the world. The database contains measurements taken in 208 (of 814) ecoregions, 13 (of 14) biomes, 25 (of 35) biodiversity hotspots and 16 (of 17) megadiverse countries. The database contains more than 1% of the total number of all species described, and more than 1% of the described species within many taxonomic groups – including flowering plants, gymnosperms, birds, mammals, reptiles, amphibians, beetles, lepidopterans and hymenopterans. The dataset, which is still being added to, is therefore already considerably larger and more representative than those used by previous quantitative models of biodiversity trends and responses. The database is being assembled as part of the PREDICTS project (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems – www.predicts.org.uk). We make site-level summary data available alongside this article. The full database will be publicly available in 2015.

Published
2017

30. The database of the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) project

Author

Hudson, Lawrence N, Newbold, Tim, Contu, Sara, Hill, Samantha L L, Lysenko, Igor, De Palma, Adriana, Phillips, Helen R P, Alhusseini, Tamera I, Bedford, Felicity E, Bennett, Dominic J, Booth, Hollie, Burton, Victoria J, Chng, Charlotte W T, Choimes, Argyrios, Correia, David L P, Day, Julie, Echeverría-Londoño, Susy, Emerson, Susan R, Gao, Di, Garon, Morgan, Harrison, Michelle L K, Ingram, Daniel J, Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D, Pan, Yuan, Pask-Hale, Gwilym D, Pynegar, Edwin L, Robinson, Alexandra N, Sanchez-Ortiz, Katia, Senior, Rebecca A, Simmons, Benno I, White, Hannah J, Zhang, Hanbin, Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B, Aguilar-Barquero, Virginia, Aizen, Marcelo A, Albertos, Belén, Alcala, E L, Del Mar Alguacil, Maria, Alignier, Audrey, Ancrenaz, Marc, Andersen, Alan N, Arbeláez-Cortés, Enrique, Armbrecht, Inge, Arroyo-Rodríguez, Víctor, Aumann, Tom, Axmacher, Jan C, Azhar, Badrul, Azpiroz, Adrián B, Baeten, Lander, Bakayoko, Adama, Báldi, András, Banks, John E, Baral, Sharad K, Barlow, Jos, Barratt, Barbara I P, Barrico, Lurdes, Bartolommei, Paola, Barton, Diane M, Basset, Yves, Batáry, Péter, Bates, Adam J, Baur, Bruno, Bayne, Erin M, Beja, Pedro, Benedick, Suzan, Berg, Åke, Bernard, Henry, Berry, Nicholas J, Bhatt, Dinesh, Bicknell, Jake E, Bihn, Jochen H, Blake, Robin J, Bobo, Kadiri S, Bóçon, Roberto, Boekhout, Teun, Böhning-Gaese, Katrin, Bonham, Kevin J, Borges, Paulo A V, Borges, Sérgio H, Boutin, Céline, Bouyer, Jérémy, Bragagnolo, Cibele, Brandt, Jodi S, Brearley, Francis Q, Brito, Isabel, Bros, Vicenç, Brunet, Jörg, Buczkowski, Grzegorz, Buddle, Christopher M, Bugter, Rob, Buscardo, Erika, Buse, Jörn, Cabra-García, Jimmy, Cáceres, Nilton C, Cagle, Nicolette L, Calviño-Cancela, María, Cameron, Sydney A, Cancello, Eliana M, Caparrós, Rut, Cardoso, Pedro, Carpenter, Dan, Carrijo, Tiago F, Carvalho, Anelena L, Cassano, Camila R, Castro, Helena, Castro-Luna, Alejandro A, Rolando, Cerda B, Cerezo, Alexis, Chapman, Kim Alan, Chauvat, Matthieu, Christensen, Morten, Clarke, Francis M, Cleary, Daniel F R, Colombo, Giorgio, Connop, Stuart P, Craig, Michael D, Cruz-López, Leopoldo, Cunningham, Saul A, D'Aniello, Biagio, D'Cruze, Neil, da Silva, Pedro Giovâni, Dallimer, Martin, Danquah, Emmanuel, Darvill, Ben, Dauber, Jens, Davis, Adrian L V, Dawson, Jeff, de Sassi, Claudio, de Thoisy, Benoit, Deheuvels, Olivier, Dejean, Alain, Devineau, Jean-Louis, Diekötter, Tim, Dolia, Jignasu V, Domínguez, Erwin, Dominguez-Haydar, Yamileth, Dorn, Silvia, Draper, Isabel, Dreber, Niels, Dumont, Bertrand, Dures, Simon G, Dynesius, Mats, Edenius, Lars, Eggleton, Paul, Eigenbrod, Felix, Elek, Zoltán, Entling, Martin H, Esler, Karen J, de Lima, Ricardo F, Faruk, Aisyah, Farwig, Nina, Fayle, Tom M, Felicioli, Antonio, Felton, Annika M, Fensham, Roderick J, Fernandez, Ignacio C, Ferreira, Catarina C, Ficetola, Gentile F, Fiera, Cristina, Filgueiras, Bruno K C, Fırıncıoğlu, Hüseyin K, Flaspohler, David, Floren, Andreas, Fonte, Steven J, Fournier, Anne, Fowler, Robert E, Franzén, Markus, Fraser, Lauchlan H, Fredriksson, Gabriella M, Freire, Geraldo B, Frizzo, Tiago L M, Fukuda, Daisuke, Furlani, Dario, Gaigher, René, Ganzhorn, Jörg U, García, Karla P, Garcia-R, Juan C, Garden, Jenni G, Garilleti, Ricardo, Ge, Bao-Ming, Gendreau-Berthiaume, Benoit, Gerard, Philippa J, Gheler-Costa, Carla, Gilbert, Benjamin, Giordani, Paolo, Giordano, Simonetta, Golodets, Carly, Gomes, Laurens G L, Gould, Rachelle K, Goulson, Dave, Gove, Aaron D, Granjon, Laurent, Grass, Ingo, Gray, Claudia L, Grogan, James, Gu, Weibin, Guardiola, Moisès, Gunawardene, Nihara R, Gutierrez, Alvaro G, Gutiérrez-Lamus, Doris L, Haarmeyer, Daniela H, Hanley, Mick E, Hanson, Thor, Hashim, Nor R, Hassan, Shombe N, Hatfield, Richard G, Hawes, Joseph E, Hayward, Matt W, Hébert, Christian, Helden, Alvin J, Henden, John-André, Henschel, Philipp, Hernández, Lionel, Herrera, James P, Herrmann, Farina, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Höfer, Hubert, Hoffmann, Anke, Horgan, Finbarr G, Hornung, Elisabeth, Horváth, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishida, Hiroaki, Ishitani, Masahiro, Jacobs, Carmen T, Jaramillo, Víctor J, Jauker, Birgit, Hernández, F Jiménez, Johnson, McKenzie F, Jolli, Virat, Jonsell, Mats, Juliani, S Nur, Jung, Thomas S, Kapoor, Vena, Kappes, Heike, Kati, Vassiliki, Katovai, Eric, Kellner, Klaus, Kessler, Michael, Kirby, Kathryn R, Kittle, Andrew M, Knight, Mairi E, Knop, Eva, Kohler, Florian, Koivula, Matti, Kolb, Annette, Kone, Mouhamadou, Kőrösi, Ádám, Krauss, Jochen, Kumar, Ajith, Kumar, Raman, Kurz, David J, Kutt, Alex S, Lachat, Thibault, Lantschner, Victoria, Lara, Francisco, Lasky, Jesse R, Latta, Steven C, Laurance, William F, Lavelle, Patrick, Le Féon, Violette, LeBuhn, Gretchen, Légaré, Jean-Philippe, Lehouck, Valérie, Lencinas, María V, Lentini, Pia E, Letcher, Susan G, Li, Qi, Litchwark, Simon A, Littlewood, Nick A, Liu, Yunhui, Lo-Man-Hung, Nancy, López-Quintero, Carlos A, Louhaichi, Mounir, Lövei, Gabor L, Lucas-Borja, Manuel Esteban, Luja, Victor H, Luskin, Matthew S, MacSwiney G, M Cristina, Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Malone, Louise A, Malonza, Patrick K, Malumbres-Olarte, Jagoba, Mandujano, Salvador, Måren, Inger E, Marin-Spiotta, Erika, Marsh, Charles J, Marshall, E J P, Martínez, Eliana, Martínez Pastur, Guillermo, Moreno Mateos, David, Mayfield, Margaret M, Mazimpaka, Vicente, McCarthy, Jennifer L, McCarthy, Kyle P, McFrederick, Quinn S, McNamara, Sean, Medina, Nagore G, Medina, Rafael, Mena, Jose L, Mico, Estefania, Mikusinski, Grzegorz, Milder, Jeffrey C, Miller, James R, Miranda-Esquivel, Daniel R, Moir, Melinda L, Morales, Carolina L, Muchane, Mary N, Muchane, Muchai, Mudri-Stojnic, Sonja, Munira, A Nur, Muoñz-Alonso, Antonio, Munyekenye, B F, Naidoo, Robin, Naithani, A, Nakagawa, Michiko, Nakamura, Akihiro, Nakashima, Yoshihiro, Naoe, Shoji, Nates-Parra, Guiomar, Navarrete Gutierrez, Dario A, Navarro-Iriarte, Luis, Ndang'ang'a, Paul K, Neuschulz, Eike L, Ngai, Jacqueline T, Nicolas, Violaine, Nilsson, Sven G, Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Norton, David A, Nöske, Nicole M, Nowakowski, A Justin, Numa, Catherine, O'Dea, Niall, O'Farrell, Patrick J, Oduro, William, Oertli, Sabine, Ofori-Boateng, Caleb, Oke, Christopher Omamoke, Oostra, Vicencio, Osgathorpe, Lynne M, Otavo, Samuel Eduardo, Page, Navendu V, Paritsis, Juan, Parra-H, Alejandro, Parry, Luke, Pe'er, Guy, Pearman, Peter B, Pelegrin, Nicolás, Pélissier, Raphaël, Peres, Carlos A, Peri, Pablo L, Persson, Anna S, Petanidou, Theodora, Peters, Marcell K, Pethiyagoda, Rohan S, Phalan, Ben, Philips, T Keith, Pillsbury, Finn C, Pincheira-Ulbrich, Jimmy, Pineda, Eduardo, Pino, Joan, Pizarro-Araya, Jaime, Plumptre, A J, Poggio, Santiago L, Politi, Natalia, Pons, Pere, Poveda, Katja, Power, Eileen F, Presley, Steven J, Proença, Vânia, Quaranta, Marino, Quintero, Carolina, Rader, Romina, Ramesh, B R, Ramirez-Pinilla, Martha P, Ranganathan, Jai, Rasmussen, Claus, Redpath-Downing, Nicola A, Reid, J Leighton, Reis, Yana T, Rey Benayas, José M, Rey-Velasco, Juan Carlos, Reynolds, Chevonne, Ribeiro, Danilo Bandini, Richards, Miriam H, Richardson, Barbara A, Richardson, Michael J, Ríos, Rodrigo Macip, Robinson, Richard, Robles, Carolina A, Römbke, Jörg, Romero-Duque, Luz Piedad, Rös, Matthias, Rosselli, Loreta, Rossiter, Stephen J, Roth, Dana S, Roulston, T'ai H, Rousseau, Laurent, Rubio, André V, Ruel, Jean-Claude, Sadler, Jonathan P, Sáfián, Szabolcs, Saldaña-Vázquez, Romeo A, Sam, Katerina, Samnegård, Ulrika, Santana, Joana, Santos, Xavier, Savage, Jade, Schellhorn, Nancy A, Schilthuizen, Menno, Schmiedel, Ute, Schmitt, Christine B, Schon, Nicole L, Schüepp, Christof, Schumann, Katharina, Schweiger, Oliver, Scott, Dawn M, Scott, Kenneth A, Sedlock, Jodi L, Seefeldt, Steven S, Shahabuddin, Ghazala, Shannon, Graeme, Sheil, Douglas, Sheldon, Frederick H, Shochat, Eyal, Siebert, Stefan J, Silva, Fernando A B, Simonetti, Javier A, Slade, Eleanor M, Smith, Jo, Smith-Pardo, Allan H, Sodhi, Navjot S, Somarriba, Eduardo J, Sosa, Ramón A, Soto Quiroga, Grimaldo, St-Laurent, Martin-Hugues, Starzomski, Brian M, Stefanescu, Constanti, Steffan-Dewenter, Ingolf, Stouffer, Philip C, Stout, Jane C, Strauch, Ayron M, Struebig, Matthew J, Su, Zhimin, Suarez-Rubio, Marcela, Sugiura, Shinji, Summerville, Keith S, Sung, Yik-Hei, Sutrisno, Hari, Svenning, Jens-Christian, Teder, Tiit, Threlfall, Caragh G, Tiitsaar, Anu, Todd, Jacqui H, Tonietto, Rebecca K, Torre, Ignasi, Tóthmérész, Béla, Tscharntke, Teja, Turner, Edgar C, Tylianakis, Jason M, Uehara-Prado, Marcio, Urbina-Cardona, Nicolas, Vallan, Denis, Vanbergen, Adam J, Vasconcelos, Heraldo L, Vassilev, Kiril, Verboven, Hans A F, Verdasca, Maria João, Verdú, José R, Vergara, Carlos H, Vergara, Pablo M, Verhulst, Jort, Virgilio, Massimiliano, Vu, Lien Van, Waite, Edward M, Walker, Tony R, Wang, Hua-Feng, Wang, Yanping, Watling, James I, Weller, Britta, Wells, Konstans, Westphal, Catrin, Wiafe, Edward D, Williams, Christopher D, Willig, Michael R, Woinarski, John C Z, Wolf, Jan H D, Wolters, Volkmar, Woodcock, Ben A, Wu, Jihua, Wunderle, Joseph M, Yamaura, Yuichi, Yoshikura, Satoko, Yu, Douglas W, Zaitsev, Andrey S, Zeidler, Juliane, Zou, Fasheng, Collen, Ben, Ewers, Rob M, Mace, Georgina M, Purves, Drew W, Scharlemann, Jörn P W, Purvis, Andy, Hudson, Lawrence N, Newbold, Tim, Contu, Sara, Hill, Samantha L L, Lysenko, Igor, De Palma, Adriana, Phillips, Helen R P, Alhusseini, Tamera I, Bedford, Felicity E, Bennett, Dominic J, Booth, Hollie, Burton, Victoria J, Chng, Charlotte W T, Choimes, Argyrios, Correia, David L P, Day, Julie, Echeverría-Londoño, Susy, Emerson, Susan R, Gao, Di, Garon, Morgan, Harrison, Michelle L K, Ingram, Daniel J, Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D, Pan, Yuan, Pask-Hale, Gwilym D, Pynegar, Edwin L, Robinson, Alexandra N, Sanchez-Ortiz, Katia, Senior, Rebecca A, Simmons, Benno I, White, Hannah J, Zhang, Hanbin, Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B, Aguilar-Barquero, Virginia, Aizen, Marcelo A, Albertos, Belén, Alcala, E L, Del Mar Alguacil, Maria, Alignier, Audrey, Ancrenaz, Marc, Andersen, Alan N, Arbeláez-Cortés, Enrique, Armbrecht, Inge, Arroyo-Rodríguez, Víctor, Aumann, Tom, Axmacher, Jan C, Azhar, Badrul, Azpiroz, Adrián B, Baeten, Lander, Bakayoko, Adama, Báldi, András, Banks, John E, Baral, Sharad K, Barlow, Jos, Barratt, Barbara I P, Barrico, Lurdes, Bartolommei, Paola, Barton, Diane M, Basset, Yves, Batáry, Péter, Bates, Adam J, Baur, Bruno, Bayne, Erin M, Beja, Pedro, Benedick, Suzan, Berg, Åke, Bernard, Henry, Berry, Nicholas J, Bhatt, Dinesh, Bicknell, Jake E, Bihn, Jochen H, Blake, Robin J, Bobo, Kadiri S, Bóçon, Roberto, Boekhout, Teun, Böhning-Gaese, Katrin, Bonham, Kevin J, Borges, Paulo A V, Borges, Sérgio H, Boutin, Céline, Bouyer, Jérémy, Bragagnolo, Cibele, Brandt, Jodi S, Brearley, Francis Q, Brito, Isabel, Bros, Vicenç, Brunet, Jörg, Buczkowski, Grzegorz, Buddle, Christopher M, Bugter, Rob, Buscardo, Erika, Buse, Jörn, Cabra-García, Jimmy, Cáceres, Nilton C, Cagle, Nicolette L, Calviño-Cancela, María, Cameron, Sydney A, Cancello, Eliana M, Caparrós, Rut, Cardoso, Pedro, Carpenter, Dan, Carrijo, Tiago F, Carvalho, Anelena L, Cassano, Camila R, Castro, Helena, Castro-Luna, Alejandro A, Rolando, Cerda B, Cerezo, Alexis, Chapman, Kim Alan, Chauvat, Matthieu, Christensen, Morten, Clarke, Francis M, Cleary, Daniel F R, Colombo, Giorgio, Connop, Stuart P, Craig, Michael D, Cruz-López, Leopoldo, Cunningham, Saul A, D'Aniello, Biagio, D'Cruze, Neil, da Silva, Pedro Giovâni, Dallimer, Martin, Danquah, Emmanuel, Darvill, Ben, Dauber, Jens, Davis, Adrian L V, Dawson, Jeff, de Sassi, Claudio, de Thoisy, Benoit, Deheuvels, Olivier, Dejean, Alain, Devineau, Jean-Louis, Diekötter, Tim, Dolia, Jignasu V, Domínguez, Erwin, Dominguez-Haydar, Yamileth, Dorn, Silvia, Draper, Isabel, Dreber, Niels, Dumont, Bertrand, Dures, Simon G, Dynesius, Mats, Edenius, Lars, Eggleton, Paul, Eigenbrod, Felix, Elek, Zoltán, Entling, Martin H, Esler, Karen J, de Lima, Ricardo F, Faruk, Aisyah, Farwig, Nina, Fayle, Tom M, Felicioli, Antonio, Felton, Annika M, Fensham, Roderick J, Fernandez, Ignacio C, Ferreira, Catarina C, Ficetola, Gentile F, Fiera, Cristina, Filgueiras, Bruno K C, Fırıncıoğlu, Hüseyin K, Flaspohler, David, Floren, Andreas, Fonte, Steven J, Fournier, Anne, Fowler, Robert E, Franzén, Markus, Fraser, Lauchlan H, Fredriksson, Gabriella M, Freire, Geraldo B, Frizzo, Tiago L M, Fukuda, Daisuke, Furlani, Dario, Gaigher, René, Ganzhorn, Jörg U, García, Karla P, Garcia-R, Juan C, Garden, Jenni G, Garilleti, Ricardo, Ge, Bao-Ming, Gendreau-Berthiaume, Benoit, Gerard, Philippa J, Gheler-Costa, Carla, Gilbert, Benjamin, Giordani, Paolo, Giordano, Simonetta, Golodets, Carly, Gomes, Laurens G L, Gould, Rachelle K, Goulson, Dave, Gove, Aaron D, Granjon, Laurent, Grass, Ingo, Gray, Claudia L, Grogan, James, Gu, Weibin, Guardiola, Moisès, Gunawardene, Nihara R, Gutierrez, Alvaro G, Gutiérrez-Lamus, Doris L, Haarmeyer, Daniela H, Hanley, Mick E, Hanson, Thor, Hashim, Nor R, Hassan, Shombe N, Hatfield, Richard G, Hawes, Joseph E, Hayward, Matt W, Hébert, Christian, Helden, Alvin J, Henden, John-André, Henschel, Philipp, Hernández, Lionel, Herrera, James P, Herrmann, Farina, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Höfer, Hubert, Hoffmann, Anke, Horgan, Finbarr G, Hornung, Elisabeth, Horváth, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishida, Hiroaki, Ishitani, Masahiro, Jacobs, Carmen T, Jaramillo, Víctor J, Jauker, Birgit, Hernández, F Jiménez, Johnson, McKenzie F, Jolli, Virat, Jonsell, Mats, Juliani, S Nur, Jung, Thomas S, Kapoor, Vena, Kappes, Heike, Kati, Vassiliki, Katovai, Eric, Kellner, Klaus, Kessler, Michael, Kirby, Kathryn R, Kittle, Andrew M, Knight, Mairi E, Knop, Eva, Kohler, Florian, Koivula, Matti, Kolb, Annette, Kone, Mouhamadou, Kőrösi, Ádám, Krauss, Jochen, Kumar, Ajith, Kumar, Raman, Kurz, David J, Kutt, Alex S, Lachat, Thibault, Lantschner, Victoria, Lara, Francisco, Lasky, Jesse R, Latta, Steven C, Laurance, William F, Lavelle, Patrick, Le Féon, Violette, LeBuhn, Gretchen, Légaré, Jean-Philippe, Lehouck, Valérie, Lencinas, María V, Lentini, Pia E, Letcher, Susan G, Li, Qi, Litchwark, Simon A, Littlewood, Nick A, Liu, Yunhui, Lo-Man-Hung, Nancy, López-Quintero, Carlos A, Louhaichi, Mounir, Lövei, Gabor L, Lucas-Borja, Manuel Esteban, Luja, Victor H, Luskin, Matthew S, MacSwiney G, M Cristina, Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Malone, Louise A, Malonza, Patrick K, Malumbres-Olarte, Jagoba, Mandujano, Salvador, Måren, Inger E, Marin-Spiotta, Erika, Marsh, Charles J, Marshall, E J P, Martínez, Eliana, Martínez Pastur, Guillermo, Moreno Mateos, David, Mayfield, Margaret M, Mazimpaka, Vicente, McCarthy, Jennifer L, McCarthy, Kyle P, McFrederick, Quinn S, McNamara, Sean, Medina, Nagore G, Medina, Rafael, Mena, Jose L, Mico, Estefania, Mikusinski, Grzegorz, Milder, Jeffrey C, Miller, James R, Miranda-Esquivel, Daniel R, Moir, Melinda L, Morales, Carolina L, Muchane, Mary N, Muchane, Muchai, Mudri-Stojnic, Sonja, Munira, A Nur, Muoñz-Alonso, Antonio, Munyekenye, B F, Naidoo, Robin, Naithani, A, Nakagawa, Michiko, Nakamura, Akihiro, Nakashima, Yoshihiro, Naoe, Shoji, Nates-Parra, Guiomar, Navarrete Gutierrez, Dario A, Navarro-Iriarte, Luis, Ndang'ang'a, Paul K, Neuschulz, Eike L, Ngai, Jacqueline T, Nicolas, Violaine, Nilsson, Sven G, Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Norton, David A, Nöske, Nicole M, Nowakowski, A Justin, Numa, Catherine, O'Dea, Niall, O'Farrell, Patrick J, Oduro, William, Oertli, Sabine, Ofori-Boateng, Caleb, Oke, Christopher Omamoke, Oostra, Vicencio, Osgathorpe, Lynne M, Otavo, Samuel Eduardo, Page, Navendu V, Paritsis, Juan, Parra-H, Alejandro, Parry, Luke, Pe'er, Guy, Pearman, Peter B, Pelegrin, Nicolás, Pélissier, Raphaël, Peres, Carlos A, Peri, Pablo L, Persson, Anna S, Petanidou, Theodora, Peters, Marcell K, Pethiyagoda, Rohan S, Phalan, Ben, Philips, T Keith, Pillsbury, Finn C, Pincheira-Ulbrich, Jimmy, Pineda, Eduardo, Pino, Joan, Pizarro-Araya, Jaime, Plumptre, A J, Poggio, Santiago L, Politi, Natalia, Pons, Pere, Poveda, Katja, Power, Eileen F, Presley, Steven J, Proença, Vânia, Quaranta, Marino, Quintero, Carolina, Rader, Romina, Ramesh, B R, Ramirez-Pinilla, Martha P, Ranganathan, Jai, Rasmussen, Claus, Redpath-Downing, Nicola A, Reid, J Leighton, Reis, Yana T, Rey Benayas, José M, Rey-Velasco, Juan Carlos, Reynolds, Chevonne, Ribeiro, Danilo Bandini, Richards, Miriam H, Richardson, Barbara A, Richardson, Michael J, Ríos, Rodrigo Macip, Robinson, Richard, Robles, Carolina A, Römbke, Jörg, Romero-Duque, Luz Piedad, Rös, Matthias, Rosselli, Loreta, Rossiter, Stephen J, Roth, Dana S, Roulston, T'ai H, Rousseau, Laurent, Rubio, André V, Ruel, Jean-Claude, Sadler, Jonathan P, Sáfián, Szabolcs, Saldaña-Vázquez, Romeo A, Sam, Katerina, Samnegård, Ulrika, Santana, Joana, Santos, Xavier, Savage, Jade, Schellhorn, Nancy A, Schilthuizen, Menno, Schmiedel, Ute, Schmitt, Christine B, Schon, Nicole L, Schüepp, Christof, Schumann, Katharina, Schweiger, Oliver, Scott, Dawn M, Scott, Kenneth A, Sedlock, Jodi L, Seefeldt, Steven S, Shahabuddin, Ghazala, Shannon, Graeme, Sheil, Douglas, Sheldon, Frederick H, Shochat, Eyal, Siebert, Stefan J, Silva, Fernando A B, Simonetti, Javier A, Slade, Eleanor M, Smith, Jo, Smith-Pardo, Allan H, Sodhi, Navjot S, Somarriba, Eduardo J, Sosa, Ramón A, Soto Quiroga, Grimaldo, St-Laurent, Martin-Hugues, Starzomski, Brian M, Stefanescu, Constanti, Steffan-Dewenter, Ingolf, Stouffer, Philip C, Stout, Jane C, Strauch, Ayron M, Struebig, Matthew J, Su, Zhimin, Suarez-Rubio, Marcela, Sugiura, Shinji, Summerville, Keith S, Sung, Yik-Hei, Sutrisno, Hari, Svenning, Jens-Christian, Teder, Tiit, Threlfall, Caragh G, Tiitsaar, Anu, Todd, Jacqui H, Tonietto, Rebecca K, Torre, Ignasi, Tóthmérész, Béla, Tscharntke, Teja, Turner, Edgar C, Tylianakis, Jason M, Uehara-Prado, Marcio, Urbina-Cardona, Nicolas, Vallan, Denis, Vanbergen, Adam J, Vasconcelos, Heraldo L, Vassilev, Kiril, Verboven, Hans A F, Verdasca, Maria João, Verdú, José R, Vergara, Carlos H, Vergara, Pablo M, Verhulst, Jort, Virgilio, Massimiliano, Vu, Lien Van, Waite, Edward M, Walker, Tony R, Wang, Hua-Feng, Wang, Yanping, Watling, James I, Weller, Britta, Wells, Konstans, Westphal, Catrin, Wiafe, Edward D, Williams, Christopher D, Willig, Michael R, Woinarski, John C Z, Wolf, Jan H D, Wolters, Volkmar, Woodcock, Ben A, Wu, Jihua, Wunderle, Joseph M, Yamaura, Yuichi, Yoshikura, Satoko, Yu, Douglas W, Zaitsev, Andrey S, Zeidler, Juliane, Zou, Fasheng, Collen, Ben, Ewers, Rob M, Mace, Georgina M, Purves, Drew W, Scharlemann, Jörn P W, and Purvis, Andy

Abstract

The PREDICTS project-Projecting Responses of Ecological Diversity In Changing Terrestrial Systems (www.predicts.org.uk)-has collated from published studies a large, reasonably representative database of comparable samples of biodiversity from multiple sites that differ in the nature or intensity of human impacts relating to land use. We have used this evidence base to develop global and regional statistical models of how local biodiversity responds to these measures. We describe and make freely available this 2016 release of the database, containing more than 3.2 million records sampled at over 26,000 locations and representing over 47,000 species. We outline how the database can help in answering a range of questions in ecology and conservation biology. To our knowledge, this is the largest and most geographically and taxonomically representative database of spatial comparisons of biodiversity that has been collated to date; it will be useful to researchers and international efforts wishing to model and understand the global status of biodiversity.

Published
2017

31. The database of the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) project

Author

Hudson, Lawrence N., primary, Newbold, Tim, additional, Contu, Sara, additional, Hill, Samantha L. L., additional, Lysenko, Igor, additional, De Palma, Adriana, additional, Phillips, Helen R. P., additional, Alhusseini, Tamera I., additional, Bedford, Felicity E., additional, Bennett, Dominic J., additional, Booth, Hollie, additional, Burton, Victoria J., additional, Chng, Charlotte W. T., additional, Choimes, Argyrios, additional, Correia, David L. P., additional, Day, Julie, additional, Echeverría‐Londoño, Susy, additional, Emerson, Susan R., additional, Gao, Di, additional, Garon, Morgan, additional, Harrison, Michelle L. K., additional, Ingram, Daniel J., additional, Jung, Martin, additional, Kemp, Victoria, additional, Kirkpatrick, Lucinda, additional, Martin, Callum D., additional, Pan, Yuan, additional, Pask‐Hale, Gwilym D., additional, Pynegar, Edwin L., additional, Robinson, Alexandra N., additional, Sanchez‐Ortiz, Katia, additional, Senior, Rebecca A., additional, Simmons, Benno I., additional, White, Hannah J., additional, Zhang, Hanbin, additional, Aben, Job, additional, Abrahamczyk, Stefan, additional, Adum, Gilbert B., additional, Aguilar‐Barquero, Virginia, additional, Aizen, Marcelo A., additional, Albertos, Belén, additional, Alcala, E. L., additional, del Mar Alguacil, Maria, additional, Alignier, Audrey, additional, Ancrenaz, Marc, additional, Andersen, Alan N., additional, Arbeláez‐Cortés, Enrique, additional, Armbrecht, Inge, additional, Arroyo‐Rodríguez, Víctor, additional, Aumann, Tom, additional, Axmacher, Jan C., additional, Azhar, Badrul, additional, Azpiroz, Adrián B., additional, Baeten, Lander, additional, Bakayoko, Adama, additional, Báldi, András, additional, Banks, John E., additional, Baral, Sharad K., additional, Barlow, Jos, additional, Barratt, Barbara I. P., additional, Barrico, Lurdes, additional, Bartolommei, Paola, additional, Barton, Diane M., additional, Basset, Yves, additional, Batáry, Péter, additional, Bates, Adam J., additional, Baur, Bruno, additional, Bayne, Erin M., additional, Beja, Pedro, additional, Benedick, Suzan, additional, Berg, Åke, additional, Bernard, Henry, additional, Berry, Nicholas J., additional, Bhatt, Dinesh, additional, Bicknell, Jake E., additional, Bihn, Jochen H., additional, Blake, Robin J., additional, Bobo, Kadiri S., additional, Bóçon, Roberto, additional, Boekhout, Teun, additional, Böhning‐Gaese, Katrin, additional, Bonham, Kevin J., additional, Borges, Paulo A. V., additional, Borges, Sérgio H., additional, Boutin, Céline, additional, Bouyer, Jérémy, additional, Bragagnolo, Cibele, additional, Brandt, Jodi S., additional, Brearley, Francis Q., additional, Brito, Isabel, additional, Bros, Vicenç, additional, Brunet, Jörg, additional, Buczkowski, Grzegorz, additional, Buddle, Christopher M., additional, Bugter, Rob, additional, Buscardo, Erika, additional, Buse, Jörn, additional, Cabra‐García, Jimmy, additional, Cáceres, Nilton C., additional, Cagle, Nicolette L., additional, Calviño‐Cancela, María, additional, Cameron, Sydney A., additional, Cancello, Eliana M., additional, Caparrós, Rut, additional, Cardoso, Pedro, additional, Carpenter, Dan, additional, Carrijo, Tiago F., additional, Carvalho, Anelena L., additional, Cassano, Camila R., additional, Castro, Helena, additional, Castro‐Luna, Alejandro A., additional, Rolando, Cerda B., additional, Cerezo, Alexis, additional, Chapman, Kim Alan, additional, Chauvat, Matthieu, additional, Christensen, Morten, additional, Clarke, Francis M., additional, Cleary, Daniel F.R., additional, Colombo, Giorgio, additional, Connop, Stuart P., additional, Craig, Michael D., additional, Cruz‐López, Leopoldo, additional, Cunningham, Saul A., additional, D'Aniello, Biagio, additional, D'Cruze, Neil, additional, da Silva, Pedro Giovâni, additional, Dallimer, Martin, additional, Danquah, Emmanuel, additional, Darvill, Ben, additional, Dauber, Jens, additional, Davis, Adrian L. V., additional, Dawson, Jeff, additional, de Sassi, Claudio, additional, de Thoisy, Benoit, additional, Deheuvels, Olivier, additional, Dejean, Alain, additional, Devineau, Jean‐Louis, additional, Diekötter, Tim, additional, Dolia, Jignasu V., additional, Domínguez, Erwin, additional, Dominguez‐Haydar, Yamileth, additional, Dorn, Silvia, additional, Draper, Isabel, additional, Dreber, Niels, additional, Dumont, Bertrand, additional, Dures, Simon G., additional, Dynesius, Mats, additional, Edenius, Lars, additional, Eggleton, Paul, additional, Eigenbrod, Felix, additional, Elek, Zoltán, additional, Entling, Martin H., additional, Esler, Karen J., additional, de Lima, Ricardo F., additional, Faruk, Aisyah, additional, Farwig, Nina, additional, Fayle, Tom M., additional, Felicioli, Antonio, additional, Felton, Annika M., additional, Fensham, Roderick J., additional, Fernandez, Ignacio C., additional, Ferreira, Catarina C., additional, Ficetola, Gentile F., additional, Fiera, Cristina, additional, Filgueiras, Bruno K. C., additional, Fırıncıoğlu, Hüseyin K., additional, Flaspohler, David, additional, Floren, Andreas, additional, Fonte, Steven J., additional, Fournier, Anne, additional, Fowler, Robert E., additional, Franzén, Markus, additional, Fraser, Lauchlan H., additional, Fredriksson, Gabriella M., additional, Freire, Geraldo B., additional, Frizzo, Tiago L. M., additional, Fukuda, Daisuke, additional, Furlani, Dario, additional, Gaigher, René, additional, Ganzhorn, Jörg U., additional, García, Karla P., additional, Garcia‐R, Juan C., additional, Garden, Jenni G., additional, Garilleti, Ricardo, additional, Ge, Bao‐Ming, additional, Gendreau‐Berthiaume, Benoit, additional, Gerard, Philippa J., additional, Gheler‐Costa, Carla, additional, Gilbert, Benjamin, additional, Giordani, Paolo, additional, Giordano, Simonetta, additional, Golodets, Carly, additional, Gomes, Laurens G. L., additional, Gould, Rachelle K., additional, Goulson, Dave, additional, Gove, Aaron D., additional, Granjon, Laurent, additional, Grass, Ingo, additional, Gray, Claudia L., additional, Grogan, James, additional, Gu, Weibin, additional, Guardiola, Moisès, additional, Gunawardene, Nihara R., additional, Gutierrez, Alvaro G., additional, Gutiérrez‐Lamus, Doris L., additional, Haarmeyer, Daniela H., additional, Hanley, Mick E., additional, Hanson, Thor, additional, Hashim, Nor R., additional, Hassan, Shombe N., additional, Hatfield, Richard G., additional, Hawes, Joseph E., additional, Hayward, Matt W., additional, Hébert, Christian, additional, Helden, Alvin J., additional, Henden, John‐André, additional, Henschel, Philipp, additional, Hernández, Lionel, additional, Herrera, James P., additional, Herrmann, Farina, additional, Herzog, Felix, additional, Higuera‐Diaz, Diego, additional, Hilje, Branko, additional, Höfer, Hubert, additional, Hoffmann, Anke, additional, Horgan, Finbarr G., additional, Hornung, Elisabeth, additional, Horváth, Roland, additional, Hylander, Kristoffer, additional, Isaacs‐Cubides, Paola, additional, Ishida, Hiroaki, additional, Ishitani, Masahiro, additional, Jacobs, Carmen T., additional, Jaramillo, Víctor J., additional, Jauker, Birgit, additional, Hernández, F. Jiménez, additional, Johnson, McKenzie F., additional, Jolli, Virat, additional, Jonsell, Mats, additional, Juliani, S. Nur, additional, Jung, Thomas S., additional, Kapoor, Vena, additional, Kappes, Heike, additional, Kati, Vassiliki, additional, Katovai, Eric, additional, Kellner, Klaus, additional, Kessler, Michael, additional, Kirby, Kathryn R., additional, Kittle, Andrew M., additional, Knight, Mairi E., additional, Knop, Eva, additional, Kohler, Florian, additional, Koivula, Matti, additional, Kolb, Annette, additional, Kone, Mouhamadou, additional, Kőrösi, Ádám, additional, Krauss, Jochen, additional, Kumar, Ajith, additional, Kumar, Raman, additional, Kurz, David J., additional, Kutt, Alex S., additional, Lachat, Thibault, additional, Lantschner, Victoria, additional, Lara, Francisco, additional, Lasky, Jesse R., additional, Latta, Steven C., additional, Laurance, William F., additional, Lavelle, Patrick, additional, Le Féon, Violette, additional, LeBuhn, Gretchen, additional, Légaré, Jean‐Philippe, additional, Lehouck, Valérie, additional, Lencinas, María V., additional, Lentini, Pia E., additional, Letcher, Susan G., additional, Li, Qi, additional, Litchwark, Simon A., additional, Littlewood, Nick A., additional, Liu, Yunhui, additional, Lo‐Man‐Hung, Nancy, additional, López‐Quintero, Carlos A., additional, Louhaichi, Mounir, additional, Lövei, Gabor L., additional, Lucas‐Borja, Manuel Esteban, additional, Luja, Victor H., additional, Luskin, Matthew S., additional, MacSwiney G, M Cristina, additional, Maeto, Kaoru, additional, Magura, Tibor, additional, Mallari, Neil Aldrin, additional, Malone, Louise A., additional, Malonza, Patrick K., additional, Malumbres‐Olarte, Jagoba, additional, Mandujano, Salvador, additional, Måren, Inger E., additional, Marin‐Spiotta, Erika, additional, Marsh, Charles J., additional, Marshall, E. J. P., additional, Martínez, Eliana, additional, Martínez Pastur, Guillermo, additional, Moreno Mateos, David, additional, Mayfield, Margaret M., additional, Mazimpaka, Vicente, additional, McCarthy, Jennifer L., additional, McCarthy, Kyle P., additional, McFrederick, Quinn S., additional, McNamara, Sean, additional, Medina, Nagore G., additional, Medina, Rafael, additional, Mena, Jose L., additional, Mico, Estefania, additional, Mikusinski, Grzegorz, additional, Milder, Jeffrey C., additional, Miller, James R., additional, Miranda‐Esquivel, Daniel R., additional, Moir, Melinda L., additional, Morales, Carolina L., additional, Muchane, Mary N., additional, Muchane, Muchai, additional, Mudri‐Stojnic, Sonja, additional, Munira, A. Nur, additional, Muoñz‐Alonso, Antonio, additional, Munyekenye, B. F., additional, Naidoo, Robin, additional, Naithani, A., additional, Nakagawa, Michiko, additional, Nakamura, Akihiro, additional, Nakashima, Yoshihiro, additional, Naoe, Shoji, additional, Nates‐Parra, Guiomar, additional, Navarrete Gutierrez, Dario A., additional, Navarro‐Iriarte, Luis, additional, Ndang'ang'a, Paul K., additional, Neuschulz, Eike L., additional, Ngai, Jacqueline T., additional, Nicolas, Violaine, additional, Nilsson, Sven G., additional, Noreika, Norbertas, additional, Norfolk, Olivia, additional, Noriega, Jorge Ari, additional, Norton, David A., additional, Nöske, Nicole M., additional, Nowakowski, A. Justin, additional, Numa, Catherine, additional, O'Dea, Niall, additional, O'Farrell, Patrick J., additional, Oduro, William, additional, Oertli, Sabine, additional, Ofori‐Boateng, Caleb, additional, Oke, Christopher Omamoke, additional, Oostra, Vicencio, additional, Osgathorpe, Lynne M., additional, Otavo, Samuel Eduardo, additional, Page, Navendu V., additional, Paritsis, Juan, additional, Parra‐H, Alejandro, additional, Parry, Luke, additional, Pe'er, Guy, additional, Pearman, Peter B., additional, Pelegrin, Nicolás, additional, Pélissier, Raphaël, additional, Peres, Carlos A., additional, Peri, Pablo L., additional, Persson, Anna S., additional, Petanidou, Theodora, additional, Peters, Marcell K., additional, Pethiyagoda, Rohan S., additional, Phalan, Ben, additional, Philips, T. Keith, additional, Pillsbury, Finn C., additional, Pincheira‐Ulbrich, Jimmy, additional, Pineda, Eduardo, additional, Pino, Joan, additional, Pizarro‐Araya, Jaime, additional, Plumptre, A. J., additional, Poggio, Santiago L., additional, Politi, Natalia, additional, Pons, Pere, additional, Poveda, Katja, additional, Power, Eileen F., additional, Presley, Steven J., additional, Proença, Vânia, additional, Quaranta, Marino, additional, Quintero, Carolina, additional, Rader, Romina, additional, Ramesh, B. R., additional, Ramirez‐Pinilla, Martha P., additional, Ranganathan, Jai, additional, Rasmussen, Claus, additional, Redpath‐Downing, Nicola A., additional, Reid, J. Leighton, additional, Reis, Yana T., additional, Rey Benayas, José M., additional, Rey‐Velasco, Juan Carlos, additional, Reynolds, Chevonne, additional, Ribeiro, Danilo Bandini, additional, Richards, Miriam H., additional, Richardson, Barbara A., additional, Richardson, Michael J., additional, Ríos, Rodrigo Macip, additional, Robinson, Richard, additional, Robles, Carolina A., additional, Römbke, Jörg, additional, Romero‐Duque, Luz Piedad, additional, Rös, Matthias, additional, Rosselli, Loreta, additional, Rossiter, Stephen J., additional, Roth, Dana S., additional, Roulston, T'ai H., additional, Rousseau, Laurent, additional, Rubio, André V., additional, Ruel, Jean‐Claude, additional, Sadler, Jonathan P., additional, Sáfián, Szabolcs, additional, Saldaña‐Vázquez, Romeo A., additional, Sam, Katerina, additional, Samnegård, Ulrika, additional, Santana, Joana, additional, Santos, Xavier, additional, Savage, Jade, additional, Schellhorn, Nancy A., additional, Schilthuizen, Menno, additional, Schmiedel, Ute, additional, Schmitt, Christine B., additional, Schon, Nicole L., additional, Schüepp, Christof, additional, Schumann, Katharina, additional, Schweiger, Oliver, additional, Scott, Dawn M., additional, Scott, Kenneth A., additional, Sedlock, Jodi L., additional, Seefeldt, Steven S., additional, Shahabuddin, Ghazala, additional, Shannon, Graeme, additional, Sheil, Douglas, additional, Sheldon, Frederick H., additional, Shochat, Eyal, additional, Siebert, Stefan J., additional, Silva, Fernando A. B., additional, Simonetti, Javier A., additional, Slade, Eleanor M., additional, Smith, Jo, additional, Smith‐Pardo, Allan H., additional, Sodhi, Navjot S., additional, Somarriba, Eduardo J., additional, Sosa, Ramón A., additional, Soto Quiroga, Grimaldo, additional, St‐Laurent, Martin‐Hugues, additional, Starzomski, Brian M., additional, Stefanescu, Constanti, additional, Steffan‐Dewenter, Ingolf, additional, Stouffer, Philip C., additional, Stout, Jane C., additional, Strauch, Ayron M., additional, Struebig, Matthew J., additional, Su, Zhimin, additional, Suarez‐Rubio, Marcela, additional, Sugiura, Shinji, additional, Summerville, Keith S., additional, Sung, Yik‐Hei, additional, Sutrisno, Hari, additional, Svenning, Jens‐Christian, additional, Teder, Tiit, additional, Threlfall, Caragh G., additional, Tiitsaar, Anu, additional, Todd, Jacqui H., additional, Tonietto, Rebecca K., additional, Torre, Ignasi, additional, Tóthmérész, Béla, additional, Tscharntke, Teja, additional, Turner, Edgar C., additional, Tylianakis, Jason M., additional, Uehara‐Prado, Marcio, additional, Urbina‐Cardona, Nicolas, additional, Vallan, Denis, additional, Vanbergen, Adam J., additional, Vasconcelos, Heraldo L., additional, Vassilev, Kiril, additional, Verboven, Hans A. F., additional, Verdasca, Maria João, additional, Verdú, José R., additional, Vergara, Carlos H., additional, Vergara, Pablo M., additional, Verhulst, Jort, additional, Virgilio, Massimiliano, additional, Vu, Lien Van, additional, Waite, Edward M., additional, Walker, Tony R., additional, Wang, Hua‐Feng, additional, Wang, Yanping, additional, Watling, James I., additional, Weller, Britta, additional, Wells, Konstans, additional, Westphal, Catrin, additional, Wiafe, Edward D., additional, Williams, Christopher D., additional, Willig, Michael R., additional, Woinarski, John C. Z., additional, Wolf, Jan H. D., additional, Wolters, Volkmar, additional, Woodcock, Ben A., additional, Wu, Jihua, additional, Wunderle, Joseph M., additional, Yamaura, Yuichi, additional, Yoshikura, Satoko, additional, Yu, Douglas W., additional, Zaitsev, Andrey S., additional, Zeidler, Juliane, additional, Zou, Fasheng, additional, Collen, Ben, additional, Ewers, Rob M., additional, Mace, Georgina M., additional, Purves, Drew W., additional, Scharlemann, Jörn P. W., additional, and Purvis, Andy, additional

Published
2016
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32. PREDICTS: site-level summary biodiversity and pressure data

Author

Hudson, Lawrence, Newbold, Tim, Contu, Sara, Hill, Samantha L L, Lysenko, Igor, De Palma, Adriana, Phillips, Helen, Senior, Rebecca A, Bennett, Dominic J, Booth, Hollie, Choimes, Argyrios, Correia, David L P, Day, Julie, Echeverría-Londoño, Susy, Garon, Morgan, Harrison, Michelle L K, Ingram, Daniel J, Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum, Pan, Yuan, White, Hannah J, Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B, Aguilar-Barquero, Virginia, Aizen, Marcelo A, Ancrenaz, Marc, Arbeláez-Cortés, Enrique, Armbrecht, Inge, Azhar, Badrul, Azpiroz, Adrián B, Baeten, Lander, Báldi, András, Banks, John E, Barlow, Jos, Batáry, Péter, Bates, Adam J, Bayne, Erin M, Beja, Pedro, Berg, Åke, Berry, Nicholas J, Bicknell, Jake E, Bihn, Jochen H, Böhning-Gaese, Katrin, Boekhout, Teun, Boutin, Céline, Bouyer, Jérémy, Brearley, Francis Q, Brito, Isabel, Brunet, Jörg, Buczkowski, Grzegorz, Buscardo, Erika, Cabra-García, Jimmy, Calviño-Cancela, María, Cameron, Sydney A, Cancello, Eliana M, Carrijo, Tiago F, Carvalho, Anelena L, Castro, Helena, Castro-Luna, Alejandro A, B, Rolando Cerda, Cerezo, Alexis, Chauvat, Matthieu, Clarke, Francis M, Cleary, Daniel F R, Connop, Stuart P, D'Aniello, Biagio, da Silva, Pedro Giovâni, Darvill, Ben, Dauber, Jens, Dejean, Alain, Diekötter, Tim, Dominguez-Haydar, Yamileth, Dormann, Carsten F, Dumont, Bertrand, Dures, Simon G, Dynesius, Mats, Edenius, Lars, Elek, Zoltán, Entling, Martin H, Farwig, Nina, Fayle, Tom M, Felicioli, Antonio, Felton, Annika M, Ficetola, Gentile F, Filgueiras, Bruno K C, Fonte, Steven J, Fraser, Lauchlan H, Fukuda, Daisuke, Furlani, Dario, Ganzhorn, Jörg U, Garden, Jenni G, Gheler-Costa, Carla, Giordani, Paolo, Giordano, Simonetta, Gottschalk, Marco S, Goulson, Dave, Gove, Aaron D, Grogan, James, Hanley, Mick E, Hanson, Thor, Hashim, Nor R, Hawes, Joseph E, Hébert, Christian, Helden, Alvin J, Henden, John-André, Hernández, Lionel, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Horgan, Finbarr G, Horváth, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishitani, Masahiro, Jacobs, Carmen T, Jaramillo, Víctor J, Jauker, Birgit, Jonsell, Mats, Jung, Thomas S., Kapoor, Vena, Kati, Vassiliki, Katovai, Eric, Kessler, Michael, Knop, Eva, Kolb, Annette, Kőrösi, Ádám, Lachat, Thibault, Lantschner, Victoria, Le Féon, Violette, LeBuhn, Gretchen, Légaré, Jean-Philippe, Letcher, Susan G, Littlewood, Nick, López-Quintero, Carlos A, Louhaichi, Mounir, Lövei, Gabor L, Lucas-Borja, Manuel Esteban, Luja, Victor H, Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Marin-Spiotta, Erika, Marshall, E J P, Martínez, Eliana, Mayfield, Margaret M, Mikusinski, Grzegorz, Milder, Jeffrey C, Miller, James R, Morales, Carolina L, Muchane, Mary N, Muchane, Muchai, Naidoo, Robin, Nakamura, Akihiro, Naoe, Shoji, Nates-Parra, Guiomar, Gutierrez, Dario A Navarrete, Neuschulz, Eike L, Holstein, Norbert, Norfolk, Olivia, Noriega, Jorge Ari, Nöske, Nicole M, O'Dea, Niall, Oduro, William, Ofori-Boateng, Caleb, Oke, Christopher Omamoke, Osgathorpe, Lynne M, Paritsis, Juan, Parra-H, Alejandro, Pelegrin, Nicolás, Peres, Carlos A, Persson, Anna S, Hayes, Peta Angela, Phalan, Ben, Philips, T Keith, Poveda, Katja, Power, Eileen F, Presley, Steven J, Proença, Vânia, Quaranta, Marino, Quintero, Carolina, Redpath-Downing, Nicola A, Reid, J Leighton, Reis, Yana T, Ribeiro, Danilo Bandini, Richardson, Barbara A, Richardson, Michael J, Robles, Carolina A, Römbke, Jörg, Romero-Duque, Luz Piedad, Rosselli, Loreta, Rossiter, Stephen J, Roulston, T'ai H, Rousseau, Laurent, Sadler, Jonathan, Sáfián, Szabolcs, Saldaña-Vázquez, Romeo A, Samnegård, Ulrika, Schüepp, Christof, Schweiger, Oliver, Sedlock, Jodi L, Shahabuddin, Ghazala, Sheil, Douglas, Silva, Fernando A B, Slade, Eleanor M, Smith-Pardo, Allan H, Sodhi, Navjot S, Somarriba, Eduardo J, Sosa, Ramón A, Stout, Jane C, Struebig, Matthew J, Sung, Yik-Hei, Threlfall, Caragh G, Tonietto, Rebecca K, Tóthmérész, Béla, Tscharntke, Teja, Turner, Edgar C, Tylianakis, Jason, Vanbergen, Adam, Vassilev, Kiril, Verboven, Hans A F, Vergara, Carlos H, Vergara, Pablo M, Verhulst, Jort, Walker, Tony R, Wang, Yanping, Watling, James I, Wells, Konstans, Williams, Christopher, Willig, Michael R, Woinarski, John C Z, Wolf, Jan H D, Woodcock, Ben A, Yu, Douglas W, Zaitsev, Andrey S, Collen, Ben, Ewers, Rob M, Mace, Georgina M, Purves, Drew W, Scharlemann, Jorn, and Purvis, Andy

Subjects
terrestrial biodiversity, land cover, land use, alpha diversity, global change, habitat destruction
Abstract

This dataset contains site-level summaries of more than 1.6 million samples from 78 countries representing over 28,000 species, collated from existing spatial comparisons of local-scale biodiversity exposed to different intensities and types of anthropogenic pressures, from terrestrial sites around the world. The underlying database is being assembled as part of the [PREDICTS project](https://www.nhm.ac.uk/our-science/our-work/biodiversity/predicts.html) - Projecting Responses of Ecological Diversity In Changing Terrestrial Systems. A complete description of the data is given in [https://doi.org/10.1002/ece3.1303](https://doi.org/10.1002/ece3.1303).

Published
2015
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33. Sparing Land for Biodiversity at Multiple Spatial Scales

Author

Ekroos, Johan, primary, Ödman, Anja M., additional, Andersson, Georg K. S., additional, Birkhofer, Klaus, additional, Herbertsson, Lina, additional, Klatt, Björn K., additional, Olsson, Ola, additional, Olsson, Pål Axel, additional, Persson, Anna S., additional, Prentice, Honor C., additional, Rundlöf, Maj, additional, and Smith, Henrik G., additional

Published
2016
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36. The PREDICTS database : a global database of how local terrestrial biodiversity responds to human impacts

Author

Hudson, Lawrence N., Newbold, Tim, Contu, Sara, Hill, Samantha L. L., Lysenko, Igor, De Palma, Adriana, Phillips, Helen R. P., Senior, Rebecca A., Bennett, Dominic J., Booth, Hollie, Choimes, Argyrios, Correia, David L. P., Day, Julie, Echeverria-Londono, Susy, Garon, Morgan, Harrison, Michelle L. K., Ingram, Daniel J., Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D., Pan, Yuan, White, Hannah J., Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B., Aguilar-Barquero, Virginia, Aizen, Marcelo A., Ancrenaz, Marc, Arbelaez-Cortes, Enrique, Armbrecht, Inge, Azhar, Badrul, Azpiroz, Adrian B., Baeten, Lander, Baldi, Andras, Banks, John E., Barlow, Jos, Batary, Peter, Bates, Adam J., Bayne, Erin M., Beja, Pedro, Berg, Ake, Berry, Nicholas J., Bicknell, Jake E., Bihn, Jochen H., Boehning-Gaese, Katrin, Boekhout, Teun, Boutin, Celine, Bouyer, Jeremy, Brearley, Francis Q., Brito, Isabel, Brunet, Joerg, Buczkowski, Grzegorz, Buscardo, Erika, Cabra-Garcia, Jimmy, Calvino-Cancela, Maria, Cameron, Sydney A., Cancello, Eliana M., Carrijo, Tiago F., Carvalho, Anelena L., Castro, Helena, Castro-Luna, Alejandro A., Cerda, Rolando, Cerezo, Alexis, Chauvat, Matthieu, Clarke, Frank M., Cleary, Daniel F. R., Connop, Stuart P., D'Aniello, Biagio, da Silva, Pedro Giovani, Darvill, Ben, Dauber, Jens, Dejean, Alain, Diekoetter, Tim, Dominguez-Haydar, Yamileth, Dormann, Carsten F., Dumont, Bertrand, Dures, Simon G., Dynesius, Mats, Edenius, Lars, Elek, Zoltan, Entling, Martin H., Farwig, Nina, Fayle, Tom M., Felicioli, Antonio, Felton, Annika M., Ficetola, Gentile F., Filgueiras, Bruno K. C., Fonte, Steven J., Fraser, Lauchlan H., Fukuda, Daisuke, Furlani, Dario, Ganzhorn, Joerg U., Garden, Jenni G., Gheler-Costa, Carla, Giordani, Paolo, Giordano, Simonetta, Gottschalk, Marco S., Goulson, Dave, Gove, Aaron D., Grogan, James, Hanley, Mick E., Hanson, Thor, Hashim, Nor R., Hawes, Joseph E., Hebert, Christian, Helden, Alvin J., Henden, John-Andre, Hernandez, Lionel, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Horgan, Finbarr G., Horvath, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishitani, Masahiro, Jacobs, Carmen T., Jaramillo, Victor J., Jauker, Birgit, Jonsell, Mats, Jung, Thomas S., Kapoor, Vena, Kati, Vassiliki, Katovai, Eric, Kessler, Michael, Knop, Eva, Kolb, Annette, Koroesi, Adam, Lachat, Thibault, Lantschner, Victoria, Le Feon, Violette, LeBuhn, Gretchen, Legare, Jean-Philippe, Letcher, Susan G., Littlewood, Nick A., Lopez-Quintero, Carlos A., Louhaichi, Mounir, Loevei, Gabor L., Lucas-Borja, Manuel Esteban, Luja, Victor H., Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Marin-Spiotta, Erika, Marshall, E. J. P., Martinez, Eliana, Mayfield, Margaret M., Mikusinski, Grzegorz, Milder, Jeffrey C., Miller, James R., Morales, Carolina L., Muchane, Mary N., Muchane, Muchai, Naidoo, Robin, Nakamura, Akihiro, Naoe, Shoji, Nates-Parra, Guiomar, Navarrete Gutierrez, Dario A., Neuschulz, Eike L., Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Noeske, Nicole M., O'Dea, Niall, Oduro, William, Ofori-Boateng, Caleb, Oke, Chris O., Osgathorpe, Lynne M., Paritsis, Juan, Parra-H, Alejandro, Pelegrin, Nicolas, Peres, Carlos A., Persson, Anna S., Petanidou, Theodora, Phalan, Ben, Philips, T. Keith, Poveda, Katja, Power, Eileen F., Presley, Steven J., Proenca, Vania, Quaranta, Marino, Quintero, Carolina, Redpath-Downing, Nicola A., Reid, J. Leighton, Reis, Yana T., Ribeiro, Danilo B., Richardson, Barbara A., Richardson, Michael J., Robles, Carolina A., Roembke, Joerg, Romero-Duque, Luz Piedad, Rosselli, Loreta, Rossiter, Stephen J., Roulston, T'ai H., Rousseau, Laurent, Sadler, Jonathan P., Safian, Szabolcs, Saldana-Vazquez, Romeo A., Samnegard, Ulrika, Schueepp, Christof, Schweiger, Oliver, Sedlock, Jodi L., Shahabuddin, Ghazala, Sheil, Douglas, Silva, Fernando A. B., Slade, Eleanor M., Smith-Pardo, Allan H., Sodhi, Navjot S., Somarriba, Eduardo J., Sosa, Ramon A., Stout, Jane C., Struebig, Matthew J., Sung, Yik-Hei, Threlfall, Caragh G., Tonietto, Rebecca, Tothmeresz, Bela, Tscharntke, Teja, Turner, Edgar C., Tylianakis, Jason M., Vanbergen, Adam J., Vassilev, Kiril, Verboven, Hans A. F., Vergara, Carlos H., Vergara, Pablo M., Verhulst, Jort, Walker, Tony R., Wang, Yanping, Watling, James I., Wells, Konstans, Williams, Christopher D., Willig, Michael R., Woinarski, John C. Z., Wolf, Jan H. D., Woodcock, Ben A., Yu, Douglas W., Zaitsev, Andrey S., Collen, Ben, Ewers, Rob M., Mace, Georgina M., Purves, Drew W., Scharlemann, Joern P. W., Purvis, Andy, Hudson, Lawrence N., Newbold, Tim, Contu, Sara, Hill, Samantha L. L., Lysenko, Igor, De Palma, Adriana, Phillips, Helen R. P., Senior, Rebecca A., Bennett, Dominic J., Booth, Hollie, Choimes, Argyrios, Correia, David L. P., Day, Julie, Echeverria-Londono, Susy, Garon, Morgan, Harrison, Michelle L. K., Ingram, Daniel J., Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D., Pan, Yuan, White, Hannah J., Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B., Aguilar-Barquero, Virginia, Aizen, Marcelo A., Ancrenaz, Marc, Arbelaez-Cortes, Enrique, Armbrecht, Inge, Azhar, Badrul, Azpiroz, Adrian B., Baeten, Lander, Baldi, Andras, Banks, John E., Barlow, Jos, Batary, Peter, Bates, Adam J., Bayne, Erin M., Beja, Pedro, Berg, Ake, Berry, Nicholas J., Bicknell, Jake E., Bihn, Jochen H., Boehning-Gaese, Katrin, Boekhout, Teun, Boutin, Celine, Bouyer, Jeremy, Brearley, Francis Q., Brito, Isabel, Brunet, Joerg, Buczkowski, Grzegorz, Buscardo, Erika, Cabra-Garcia, Jimmy, Calvino-Cancela, Maria, Cameron, Sydney A., Cancello, Eliana M., Carrijo, Tiago F., Carvalho, Anelena L., Castro, Helena, Castro-Luna, Alejandro A., Cerda, Rolando, Cerezo, Alexis, Chauvat, Matthieu, Clarke, Frank M., Cleary, Daniel F. R., Connop, Stuart P., D'Aniello, Biagio, da Silva, Pedro Giovani, Darvill, Ben, Dauber, Jens, Dejean, Alain, Diekoetter, Tim, Dominguez-Haydar, Yamileth, Dormann, Carsten F., Dumont, Bertrand, Dures, Simon G., Dynesius, Mats, Edenius, Lars, Elek, Zoltan, Entling, Martin H., Farwig, Nina, Fayle, Tom M., Felicioli, Antonio, Felton, Annika M., Ficetola, Gentile F., Filgueiras, Bruno K. C., Fonte, Steven J., Fraser, Lauchlan H., Fukuda, Daisuke, Furlani, Dario, Ganzhorn, Joerg U., Garden, Jenni G., Gheler-Costa, Carla, Giordani, Paolo, Giordano, Simonetta, Gottschalk, Marco S., Goulson, Dave, Gove, Aaron D., Grogan, James, Hanley, Mick E., Hanson, Thor, Hashim, Nor R., Hawes, Joseph E., Hebert, Christian, Helden, Alvin J., Henden, John-Andre, Hernandez, Lionel, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Horgan, Finbarr G., Horvath, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishitani, Masahiro, Jacobs, Carmen T., Jaramillo, Victor J., Jauker, Birgit, Jonsell, Mats, Jung, Thomas S., Kapoor, Vena, Kati, Vassiliki, Katovai, Eric, Kessler, Michael, Knop, Eva, Kolb, Annette, Koroesi, Adam, Lachat, Thibault, Lantschner, Victoria, Le Feon, Violette, LeBuhn, Gretchen, Legare, Jean-Philippe, Letcher, Susan G., Littlewood, Nick A., Lopez-Quintero, Carlos A., Louhaichi, Mounir, Loevei, Gabor L., Lucas-Borja, Manuel Esteban, Luja, Victor H., Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Marin-Spiotta, Erika, Marshall, E. J. P., Martinez, Eliana, Mayfield, Margaret M., Mikusinski, Grzegorz, Milder, Jeffrey C., Miller, James R., Morales, Carolina L., Muchane, Mary N., Muchane, Muchai, Naidoo, Robin, Nakamura, Akihiro, Naoe, Shoji, Nates-Parra, Guiomar, Navarrete Gutierrez, Dario A., Neuschulz, Eike L., Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Noeske, Nicole M., O'Dea, Niall, Oduro, William, Ofori-Boateng, Caleb, Oke, Chris O., Osgathorpe, Lynne M., Paritsis, Juan, Parra-H, Alejandro, Pelegrin, Nicolas, Peres, Carlos A., Persson, Anna S., Petanidou, Theodora, Phalan, Ben, Philips, T. Keith, Poveda, Katja, Power, Eileen F., Presley, Steven J., Proenca, Vania, Quaranta, Marino, Quintero, Carolina, Redpath-Downing, Nicola A., Reid, J. Leighton, Reis, Yana T., Ribeiro, Danilo B., Richardson, Barbara A., Richardson, Michael J., Robles, Carolina A., Roembke, Joerg, Romero-Duque, Luz Piedad, Rosselli, Loreta, Rossiter, Stephen J., Roulston, T'ai H., Rousseau, Laurent, Sadler, Jonathan P., Safian, Szabolcs, Saldana-Vazquez, Romeo A., Samnegard, Ulrika, Schueepp, Christof, Schweiger, Oliver, Sedlock, Jodi L., Shahabuddin, Ghazala, Sheil, Douglas, Silva, Fernando A. B., Slade, Eleanor M., Smith-Pardo, Allan H., Sodhi, Navjot S., Somarriba, Eduardo J., Sosa, Ramon A., Stout, Jane C., Struebig, Matthew J., Sung, Yik-Hei, Threlfall, Caragh G., Tonietto, Rebecca, Tothmeresz, Bela, Tscharntke, Teja, Turner, Edgar C., Tylianakis, Jason M., Vanbergen, Adam J., Vassilev, Kiril, Verboven, Hans A. F., Vergara, Carlos H., Vergara, Pablo M., Verhulst, Jort, Walker, Tony R., Wang, Yanping, Watling, James I., Wells, Konstans, Williams, Christopher D., Willig, Michael R., Woinarski, John C. Z., Wolf, Jan H. D., Woodcock, Ben A., Yu, Douglas W., Zaitsev, Andrey S., Collen, Ben, Ewers, Rob M., Mace, Georgina M., Purves, Drew W., Scharlemann, Joern P. W., and Purvis, Andy

Abstract

Biodiversity continues to decline in the face of increasing anthropogenic pressures such as habitat destruction, exploitation, pollution and introduction of alien species. Existing global databases of species' threat status or population time series are dominated by charismatic species. The collation of datasets with broad taxonomic and biogeographic extents, and that support computation of a range of biodiversity indicators, is necessary to enable better understanding of historical declines and to project - and avert - future declines. We describe and assess a new database of more than 1.6 million samples from 78 countries representing over 28,000 species, collated from existing spatial comparisons of local-scale biodiversity exposed to different intensities and types of anthropogenic pressures, from terrestrial sites around the world. The database contains measurements taken in 208 (of 814) ecoregions, 13 (of 14) biomes, 25 (of 35) biodiversity hotspots and 16 (of 17) megadiverse countries. The database contains more than 1% of the total number of all species described, and more than 1% of the described species within many taxonomic groups - including flowering plants, gymnosperms, birds, mammals, reptiles, amphibians, beetles, lepidopterans and hymenopterans. The dataset, which is still being added to, is therefore already considerably larger and more representative than those used by previous quantitative models of biodiversity trends and responses. The database is being assembled as part of the PREDICTS project (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems - ). We make site-level summary data available alongside this article. The full database will be publicly available in 2015.

Published
2014
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37. The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts

Author

Hudson, Lawrence N., primary, Newbold, Tim, additional, Contu, Sara, additional, Hill, Samantha L. L., additional, Lysenko, Igor, additional, De Palma, Adriana, additional, Phillips, Helen R. P., additional, Senior, Rebecca A., additional, Bennett, Dominic J., additional, Booth, Hollie, additional, Choimes, Argyrios, additional, Correia, David L. P., additional, Day, Julie, additional, Echeverría‐Londoño, Susy, additional, Garon, Morgan, additional, Harrison, Michelle L. K., additional, Ingram, Daniel J., additional, Jung, Martin, additional, Kemp, Victoria, additional, Kirkpatrick, Lucinda, additional, Martin, Callum D., additional, Pan, Yuan, additional, White, Hannah J., additional, Aben, Job, additional, Abrahamczyk, Stefan, additional, Adum, Gilbert B., additional, Aguilar‐Barquero, Virginia, additional, Aizen, Marcelo A., additional, Ancrenaz, Marc, additional, Arbeláez‐Cortés, Enrique, additional, Armbrecht, Inge, additional, Azhar, Badrul, additional, Azpiroz, Adrián B., additional, Baeten, Lander, additional, Báldi, András, additional, Banks, John E., additional, Barlow, Jos, additional, Batáry, Péter, additional, Bates, Adam J., additional, Bayne, Erin M., additional, Beja, Pedro, additional, Berg, Åke, additional, Berry, Nicholas J., additional, Bicknell, Jake E., additional, Bihn, Jochen H., additional, Böhning‐Gaese, Katrin, additional, Boekhout, Teun, additional, Boutin, Céline, additional, Bouyer, Jérémy, additional, Brearley, Francis Q., additional, Brito, Isabel, additional, Brunet, Jörg, additional, Buczkowski, Grzegorz, additional, Buscardo, Erika, additional, Cabra‐García, Jimmy, additional, Calviño‐Cancela, María, additional, Cameron, Sydney A., additional, Cancello, Eliana M., additional, Carrijo, Tiago F., additional, Carvalho, Anelena L., additional, Castro, Helena, additional, Castro‐Luna, Alejandro A., additional, Cerda, Rolando, additional, Cerezo, Alexis, additional, Chauvat, Matthieu, additional, Clarke, Frank M., additional, Cleary, Daniel F. R., additional, Connop, Stuart P., additional, D'Aniello, Biagio, additional, da Silva, Pedro Giovâni, additional, Darvill, Ben, additional, Dauber, Jens, additional, Dejean, Alain, additional, Diekötter, Tim, additional, Dominguez‐Haydar, Yamileth, additional, Dormann, Carsten F., additional, Dumont, Bertrand, additional, Dures, Simon G., additional, Dynesius, Mats, additional, Edenius, Lars, additional, Elek, Zoltán, additional, Entling, Martin H., additional, Farwig, Nina, additional, Fayle, Tom M., additional, Felicioli, Antonio, additional, Felton, Annika M., additional, Ficetola, Gentile F., additional, Filgueiras, Bruno K. C., additional, Fonte, Steven J., additional, Fraser, Lauchlan H., additional, Fukuda, Daisuke, additional, Furlani, Dario, additional, Ganzhorn, Jörg U., additional, Garden, Jenni G., additional, Gheler‐Costa, Carla, additional, Giordani, Paolo, additional, Giordano, Simonetta, additional, Gottschalk, Marco S., additional, Goulson, Dave, additional, Gove, Aaron D., additional, Grogan, James, additional, Hanley, Mick E., additional, Hanson, Thor, additional, Hashim, Nor R., additional, Hawes, Joseph E., additional, Hébert, Christian, additional, Helden, Alvin J., additional, Henden, John‐André, additional, Hernández, Lionel, additional, Herzog, Felix, additional, Higuera‐Diaz, Diego, additional, Hilje, Branko, additional, Horgan, Finbarr G., additional, Horváth, Roland, additional, Hylander, Kristoffer, additional, Isaacs‐Cubides, Paola, additional, Ishitani, Masahiro, additional, Jacobs, Carmen T., additional, Jaramillo, Víctor J., additional, Jauker, Birgit, additional, Jonsell, Mats, additional, Jung, Thomas S., additional, Kapoor, Vena, additional, Kati, Vassiliki, additional, Katovai, Eric, additional, Kessler, Michael, additional, Knop, Eva, additional, Kolb, Annette, additional, Kőrösi, Ádám, additional, Lachat, Thibault, additional, Lantschner, Victoria, additional, Le Féon, Violette, additional, LeBuhn, Gretchen, additional, Légaré, Jean‐Philippe, additional, Letcher, Susan G., additional, Littlewood, Nick A., additional, López‐Quintero, Carlos A., additional, Louhaichi, Mounir, additional, Lövei, Gabor L., additional, Lucas‐Borja, Manuel Esteban, additional, Luja, Victor H., additional, Maeto, Kaoru, additional, Magura, Tibor, additional, Mallari, Neil Aldrin, additional, Marin‐Spiotta, Erika, additional, Marshall, E. J. P., additional, Martínez, Eliana, additional, Mayfield, Margaret M., additional, Mikusinski, Grzegorz, additional, Milder, Jeffrey C., additional, Miller, James R., additional, Morales, Carolina L., additional, Muchane, Mary N., additional, Muchane, Muchai, additional, Naidoo, Robin, additional, Nakamura, Akihiro, additional, Naoe, Shoji, additional, Nates‐Parra, Guiomar, additional, Navarrete Gutierrez, Dario A., additional, Neuschulz, Eike L., additional, Noreika, Norbertas, additional, Norfolk, Olivia, additional, Noriega, Jorge Ari, additional, Nöske, Nicole M., additional, O'Dea, Niall, additional, Oduro, William, additional, Ofori‐Boateng, Caleb, additional, Oke, Chris O., additional, Osgathorpe, Lynne M., additional, Paritsis, Juan, additional, Parra‐H, Alejandro, additional, Pelegrin, Nicolás, additional, Peres, Carlos A., additional, Persson, Anna S., additional, Petanidou, Theodora, additional, Phalan, Ben, additional, Philips, T. Keith, additional, Poveda, Katja, additional, Power, Eileen F., additional, Presley, Steven J., additional, Proença, Vânia, additional, Quaranta, Marino, additional, Quintero, Carolina, additional, Redpath‐Downing, Nicola A., additional, Reid, J. Leighton, additional, Reis, Yana T., additional, Ribeiro, Danilo B., additional, Richardson, Barbara A., additional, Richardson, Michael J., additional, Robles, Carolina A., additional, Römbke, Jörg, additional, Romero‐Duque, Luz Piedad, additional, Rosselli, Loreta, additional, Rossiter, Stephen J., additional, Roulston, T'ai H., additional, Rousseau, Laurent, additional, Sadler, Jonathan P., additional, Sáfián, Szabolcs, additional, Saldaña‐Vázquez, Romeo A., additional, Samnegård, Ulrika, additional, Schüepp, Christof, additional, Schweiger, Oliver, additional, Sedlock, Jodi L., additional, Shahabuddin, Ghazala, additional, Sheil, Douglas, additional, Silva, Fernando A. B., additional, Slade, Eleanor M., additional, Smith‐Pardo, Allan H., additional, Sodhi, Navjot S., additional, Somarriba, Eduardo J., additional, Sosa, Ramón A., additional, Stout, Jane C., additional, Struebig, Matthew J., additional, Sung, Yik‐Hei, additional, Threlfall, Caragh G., additional, Tonietto, Rebecca, additional, Tóthmérész, Béla, additional, Tscharntke, Teja, additional, Turner, Edgar C., additional, Tylianakis, Jason M., additional, Vanbergen, Adam J., additional, Vassilev, Kiril, additional, Verboven, Hans A. F., additional, Vergara, Carlos H., additional, Vergara, Pablo M., additional, Verhulst, Jort, additional, Walker, Tony R., additional, Wang, Yanping, additional, Watling, James I., additional, Wells, Konstans, additional, Williams, Christopher D., additional, Willig, Michael R., additional, Woinarski, John C. Z., additional, Wolf, Jan H. D., additional, Woodcock, Ben A., additional, Yu, Douglas W., additional, Zaitsev, Andrey S., additional, Collen, Ben, additional, Ewers, Rob M., additional, Mace, Georgina M., additional, Purves, Drew W., additional, Scharlemann, Jörn P. W., additional, and Purvis, Andy, additional

Published
2014
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42. Predicting bee community responses to land-use changes: Effects of geographic and taxonomic biases

Author

Palma, Adriana de, Abrahamczyk, Stefan, Aizen, Marcelo A., Albrecht, Matthias, Basset, Yves, Bates, Adam, Blake, Robin J., Boutin, Céline, Bugter, Rob, Connop, Stuart, Cruz-López, Leopoldo, Cunningham, Saul A., Darvill, Ben, Diekötter, Tim, Dorn, Silvia, Downing, Nicola, Entling, Martin H., Farwig, Nina, Felicioli, Antonio, Fonte, Steven J., Fowler, Robert, Franzén, Markus, Goulson, Dave, Grass, Ingo, Hanley, Mick E., Hendrix, Steven D., Herrmann, Farina, Herzog, Félix, Holzschuh, Andrea, Jauker, Birgit, Kessler, Michael, Knight, M.E., Kruess, Andreas, Lavelle, Patrick M., Le Féon, Violette, Lentini, Pia, Malone, Louise A., Marshall, Jon, Pachón, Eliana M., McFrederick, Quinn S., Morales, Carolina L., Mudri-Stojnic, Sonja, Nates-Parra, Guiomar, Nilsson, Sven G., Öckinger, Erik, Osgathorpe, Lynne, Parra-H, Alejandro, Peres, Carlos A., Persson, Anna S., Petanidou, Theodora, Poveda, Katja, Power, Eileen F., Quaranta, Marino, Quintero, Carolina, Rader, Romina, Richards, Miriam H., Roulston, T'ai, Rousseau, Laurent, Sadler, Jonathan P., Samnegård, Ulrika, Schellhorn, Nancy A., Schüepp, Christof, Schweiger, Oliver, Smith-Pardo, Allan H., Steffan-Dewenter, Ingolf, Stout, Jane C., Tonietto, Rebecca K., Tscharntke, Teja, Tylianakis, Jason M., Verboven, Hans A.F., Vergara, Carlos H., Verhulst, Jort, Westphal, Catrin, Yoon, Hyung J., and Purvis, Andy

Subjects
Community ecology, Biodiversity, 15. Life on land
Abstract

Land-use change and intensification threaten bee populations worldwide, imperilling pollination services. Global models are needed to better characterise, project, and mitigate bees' responses to these human impacts. The available data are, however, geographically and taxonomically unrepresentative; most data are from North America and Western Europe, overrepresenting bumblebees and raising concerns that model results may not be generalizable to other regions and taxa. To assess whether the geographic and taxonomic biases of data could undermine effectiveness of models for conservation policy, we have collated from the published literature a global dataset of bee diversity at sites facing land-use change and intensification, and assess whether bee responses to these pressures vary across 11 regions (Western, Northern, Eastern and Southern Europe; North, Central and South America; Australia and New Zealand; South East Asia; Middle and Southern Africa) and between bumblebees and other bees. Our analyses highlight strong regionally-based responses of total abundance, species richness and Simpson's diversity to land use, caused by variation in the sensitivity of species and potentially in the nature of threats. These results suggest that global extrapolation of models based on geographically and taxonomically restricted data may underestimate the true uncertainty, increasing the risk of ecological surprises., Scientific Reports, 6, ISSN:2045-2322

43. The database of the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) project

Author

Hudson, Lawrence N, Newbold, Tim, Contu, Sara, Hill, Samantha LL, Lysenko, Igor, De Palma, Adriana, Phillips, Helen RP, Alhusseini, Tamera I, Bedford, Felicity E, Bennett, Dominic J, Booth, Hollie, Burton, Victoria J, Chng, Charlotte WT, Choimes, Argyrios, Correia, David LP, Day, Julie, Echeverría-Londoño, Susy, Emerson, Susan R, Gao, Di, Garon, Morgan, Harrison, Michelle LK, Ingram, Daniel J, Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D, Pan, Yuan, Pask-Hale, Gwilym D, Pynegar, Edwin L, Robinson, Alexandra N, Sanchez-Ortiz, Katia, Senior, Rebecca A, Simmons, Benno I, White, Hannah J, Zhang, Hanbin, Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B, Aguilar-Barquero, Virginia, Aizen, Marcelo A, Albertos, Belén, Alcala, EL, Del Mar Alguacil, Maria, Alignier, Audrey, Ancrenaz, Marc, Andersen, Alan N, Arbeláez-Cortés, Enrique, Armbrecht, Inge, Arroyo-Rodríguez, Víctor, Aumann, Tom, Axmacher, Jan C, Azhar, Badrul, Azpiroz, Adrián B, Baeten, Lander, Bakayoko, Adama, Báldi, András, Banks, John E, Baral, Sharad K, Barlow, Jos, Barratt, Barbara IP, Barrico, Lurdes, Bartolommei, Paola, Barton, Diane M, Basset, Yves, Batáry, Péter, Bates, Adam J, Baur, Bruno, Bayne, Erin M, Beja, Pedro, Benedick, Suzan, Berg, Åke, Bernard, Henry, Berry, Nicholas J, Bhatt, Dinesh, Bicknell, Jake E, Bihn, Jochen H, Blake, Robin J, Bobo, Kadiri S, Bóçon, Roberto, Boekhout, Teun, Böhning-Gaese, Katrin, Bonham, Kevin J, Borges, Paulo AV, Borges, Sérgio H, Boutin, Céline, Bouyer, Jérémy, Bragagnolo, Cibele, Brandt, Jodi S, Brearley, Francis Q, Brito, Isabel, Bros, Vicenç, Brunet, Jörg, Buczkowski, Grzegorz, Buddle, Christopher M, Bugter, Rob, Buscardo, Erika, Buse, Jörn, Cabra-García, Jimmy, Cáceres, Nilton C, Cagle, Nicolette L, Calviño-Cancela, María, Cameron, Sydney A, Cancello, Eliana M, Caparrós, Rut, Cardoso, Pedro, Carpenter, Dan, Carrijo, Tiago F, Carvalho, Anelena L, Cassano, Camila R, Castro, Helena, Castro-Luna, Alejandro A, Rolando, Cerda B, Cerezo, Alexis, Chapman, Kim Alan, Chauvat, Matthieu, Christensen, Morten, Clarke, Francis M, Cleary, Daniel FR, Colombo, Giorgio, Connop, Stuart P, Craig, Michael D, Cruz-López, Leopoldo, Cunningham, Saul A, D'Aniello, Biagio, D'Cruze, Neil, Da Silva, Pedro Giovâni, Dallimer, Martin, Danquah, Emmanuel, Darvill, Ben, Dauber, Jens, Davis, Adrian LV, Dawson, Jeff, De Sassi, Claudio, De Thoisy, Benoit, Deheuvels, Olivier, Dejean, Alain, Devineau, Jean-Louis, Diekötter, Tim, Dolia, Jignasu V, Domínguez, Erwin, Dominguez-Haydar, Yamileth, Dorn, Silvia, Draper, Isabel, Dreber, Niels, Dumont, Bertrand, Dures, Simon G, Dynesius, Mats, Edenius, Lars, Eggleton, Paul, Eigenbrod, Felix, Elek, Zoltán, Entling, Martin H, Esler, Karen J, De Lima, Ricardo F, Faruk, Aisyah, Farwig, Nina, Fayle, Tom M, Felicioli, Antonio, Felton, Annika M, Fensham, Roderick J, Fernandez, Ignacio C, Ferreira, Catarina C, Ficetola, Gentile F, Fiera, Cristina, Filgueiras, Bruno KC, Fırıncıoğlu, Hüseyin K, Flaspohler, David, Floren, Andreas, Fonte, Steven J, Fournier, Anne, Fowler, Robert E, Franzén, Markus, Fraser, Lauchlan H, Fredriksson, Gabriella M, Freire, Geraldo B, Frizzo, Tiago LM, Fukuda, Daisuke, Furlani, Dario, Gaigher, René, Ganzhorn, Jörg U, García, Karla P, Garcia-R, Juan C, Garden, Jenni G, Garilleti, Ricardo, Ge, Bao-Ming, Gendreau-Berthiaume, Benoit, Gerard, Philippa J, Gheler-Costa, Carla, Gilbert, Benjamin, Giordani, Paolo, Giordano, Simonetta, Golodets, Carly, Gomes, Laurens GL, Gould, Rachelle K, Goulson, Dave, Gove, Aaron D, Granjon, Laurent, Grass, Ingo, Gray, Claudia L, Grogan, James, Gu, Weibin, Guardiola, Moisès, Gunawardene, Nihara R, Gutierrez, Alvaro G, Gutiérrez-Lamus, Doris L, Haarmeyer, Daniela H, Hanley, Mick E, Hanson, Thor, Hashim, Nor R, Hassan, Shombe N, Hatfield, Richard G, Hawes, Joseph E, Hayward, Matt W, Hébert, Christian, Helden, Alvin J, Henden, John-André, Henschel, Philipp, Hernández, Lionel, Herrera, James P, Herrmann, Farina, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Höfer, Hubert, Hoffmann, Anke, Horgan, Finbarr G, Hornung, Elisabeth, Horváth, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishida, Hiroaki, Ishitani, Masahiro, Jacobs, Carmen T, Jaramillo, Víctor J, Jauker, Birgit, Hernández, F Jiménez, Johnson, McKenzie F, Jolli, Virat, Jonsell, Mats, Juliani, S Nur, Jung, Thomas S, Kapoor, Vena, Kappes, Heike, Kati, Vassiliki, Katovai, Eric, Kellner, Klaus, Kessler, Michael, Kirby, Kathryn R, Kittle, Andrew M, Knight, Mairi E, Knop, Eva, Kohler, Florian, Koivula, Matti, Kolb, Annette, Kone, Mouhamadou, Kőrösi, Ádám, Krauss, Jochen, Kumar, Ajith, Kumar, Raman, Kurz, David J, Kutt, Alex S, Lachat, Thibault, Lantschner, Victoria, Lara, Francisco, Lasky, Jesse R, Latta, Steven C, Laurance, William F, Lavelle, Patrick, Le Féon, Violette, LeBuhn, Gretchen, Légaré, Jean-Philippe, Lehouck, Valérie, Lencinas, María V, Lentini, Pia E, Letcher, Susan G, Li, Qi, Litchwark, Simon A, Littlewood, Nick A, Liu, Yunhui, Lo-Man-Hung, Nancy, López-Quintero, Carlos A, Louhaichi, Mounir, Lövei, Gabor L, Lucas-Borja, Manuel Esteban, Luja, Victor H, Luskin, Matthew S, MacSwiney G, M Cristina, Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Malone, Louise A, Malonza, Patrick K, Malumbres-Olarte, Jagoba, Mandujano, Salvador, Måren, Inger E, Marin-Spiotta, Erika, Marsh, Charles J, Marshall, EJP, Martínez, Eliana, Martínez Pastur, Guillermo, Moreno Mateos, David, Mayfield, Margaret M, Mazimpaka, Vicente, McCarthy, Jennifer L, McCarthy, Kyle P, McFrederick, Quinn S, McNamara, Sean, Medina, Nagore G, Medina, Rafael, Mena, Jose L, Mico, Estefania, Mikusinski, Grzegorz, Milder, Jeffrey C, Miller, James R, Miranda-Esquivel, Daniel R, Moir, Melinda L, Morales, Carolina L, Muchane, Mary N, Muchane, Muchai, Mudri-Stojnic, Sonja, Munira, A Nur, Muoñz-Alonso, Antonio, Munyekenye, BF, Naidoo, Robin, Naithani, A, Nakagawa, Michiko, Nakamura, Akihiro, Nakashima, Yoshihiro, Naoe, Shoji, Nates-Parra, Guiomar, Navarrete Gutierrez, Dario A, Navarro-Iriarte, Luis, Ndang'ang'a, Paul K, Neuschulz, Eike L, Ngai, Jacqueline T, Nicolas, Violaine, Nilsson, Sven G, Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Norton, David A, Nöske, Nicole M, Nowakowski, A Justin, Numa, Catherine, O'Dea, Niall, O'Farrell, Patrick J, Oduro, William, Oertli, Sabine, Ofori-Boateng, Caleb, Oke, Christopher Omamoke, Oostra, Vicencio, Osgathorpe, Lynne M, Otavo, Samuel Eduardo, Page, Navendu V, Paritsis, Juan, Parra-H, Alejandro, Parry, Luke, Pe'er, Guy, Pearman, Peter B, Pelegrin, Nicolás, Pélissier, Raphaël, Peres, Carlos A, Peri, Pablo L, Persson, Anna S, Petanidou, Theodora, Peters, Marcell K, Pethiyagoda, Rohan S, Phalan, Ben, Philips, T Keith, Pillsbury, Finn C, Pincheira-Ulbrich, Jimmy, Pineda, Eduardo, Pino, Joan, Pizarro-Araya, Jaime, Plumptre, AJ, Poggio, Santiago L, Politi, Natalia, Pons, Pere, Poveda, Katja, Power, Eileen F, Presley, Steven J, Proença, Vânia, Quaranta, Marino, Quintero, Carolina, Rader, Romina, Ramesh, BR, Ramirez-Pinilla, Martha P, Ranganathan, Jai, Rasmussen, Claus, Redpath-Downing, Nicola A, Reid, J Leighton, Reis, Yana T, Rey Benayas, José M, Rey-Velasco, Juan Carlos, Reynolds, Chevonne, Ribeiro, Danilo Bandini, Richards, Miriam H, Richardson, Barbara A, Richardson, Michael J, Ríos, Rodrigo Macip, Robinson, Richard, Robles, Carolina A, Römbke, Jörg, Romero-Duque, Luz Piedad, Rös, Matthias, Rosselli, Loreta, Rossiter, Stephen J, Roth, Dana S, Roulston, T'ai H, Rousseau, Laurent, Rubio, André V, Ruel, Jean-Claude, Sadler, Jonathan P, Sáfián, Szabolcs, Saldaña-Vázquez, Romeo A, Sam, Katerina, Samnegård, Ulrika, Santana, Joana, Santos, Xavier, Savage, Jade, Schellhorn, Nancy A, Schilthuizen, Menno, Schmiedel, Ute, Schmitt, Christine B, Schon, Nicole L, Schüepp, Christof, Schumann, Katharina, Schweiger, Oliver, Scott, Dawn M, Scott, Kenneth A, Sedlock, Jodi L, Seefeldt, Steven S, Shahabuddin, Ghazala, Shannon, Graeme, Sheil, Douglas, Sheldon, Frederick H, Shochat, Eyal, Siebert, Stefan J, Silva, Fernando AB, Simonetti, Javier A, Slade, Eleanor M, Smith, Jo, Smith-Pardo, Allan H, Sodhi, Navjot S, Somarriba, Eduardo J, Sosa, Ramón A, Soto Quiroga, Grimaldo, St-Laurent, Martin-Hugues, Starzomski, Brian M, Stefanescu, Constanti, Steffan-Dewenter, Ingolf, Stouffer, Philip C, Stout, Jane C, Strauch, Ayron M, Struebig, Matthew J, Su, Zhimin, Suarez-Rubio, Marcela, Sugiura, Shinji, Summerville, Keith S, Sung, Yik-Hei, Sutrisno, Hari, Svenning, Jens-Christian, Teder, Tiit, Threlfall, Caragh G, Tiitsaar, Anu, Todd, Jacqui H, Tonietto, Rebecca K, Torre, Ignasi, Tóthmérész, Béla, Tscharntke, Teja, Turner, Edgar C, Tylianakis, Jason M, Uehara-Prado, Marcio, Urbina-Cardona, Nicolas, Vallan, Denis, Vanbergen, Adam J, Vasconcelos, Heraldo L, Vassilev, Kiril, Verboven, Hans AF, Verdasca, Maria João, Verdú, José R, Vergara, Carlos H, Vergara, Pablo M, Verhulst, Jort, Virgilio, Massimiliano, Vu, Lien Van, Waite, Edward M, Walker, Tony R, Wang, Hua-Feng, Wang, Yanping, Watling, James I, Weller, Britta, Wells, Konstans, Westphal, Catrin, Wiafe, Edward D, Williams, Christopher D, Willig, Michael R, Woinarski, John CZ, Wolf, Jan HD, Wolters, Volkmar, Woodcock, Ben A, Wu, Jihua, Wunderle, Joseph M, Yamaura, Yuichi, Yoshikura, Satoko, Yu, Douglas W, Zaitsev, Andrey S, Zeidler, Juliane, Zou, Fasheng, Collen, Ben, Ewers, Rob M, Mace, Georgina M, Purves, Drew W, Scharlemann, Jörn PW, and Purvis, Andy

Subjects
global biodiversity modeling, data sharing, land use, 15. Life on land, global change, habitat destruction
Abstract

The PREDICTS project-Projecting Responses of Ecological Diversity In Changing Terrestrial Systems (www.predicts.org.uk)-has collated from published studies a large, reasonably representative database of comparable samples of biodiversity from multiple sites that differ in the nature or intensity of human impacts relating to land use. We have used this evidence base to develop global and regional statistical models of how local biodiversity responds to these measures. We describe and make freely available this 2016 release of the database, containing more than 3.2 million records sampled at over 26,000 locations and representing over 47,000 species. We outline how the database can help in answering a range of questions in ecology and conservation biology. To our knowledge, this is the largest and most geographically and taxonomically representative database of spatial comparisons of biodiversity that has been collated to date; it will be useful to researchers and international efforts wishing to model and understand the global status of biodiversity.

44. The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts

Author

Hudson, Lawrence N, Newbold, Tim, Contu, Sara, Hill, Samantha LL, Lysenko, Igor, De Palma, Adriana, Phillips, Helen RP, Senior, Rebecca A, Bennett, Dominic J, Booth, Hollie, Choimes, Argyrios, Correia, David LP, Day, Julie, Echeverría-Londoño, Susy, Garon, Morgan, Harrison, Michelle LK, Ingram, Daniel J, Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D, Pan, Yuan, White, Hannah J, Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B, Aguilar-Barquero, Virginia, Aizen, Marcelo A, Ancrenaz, Marc, Arbeláez-Cortés, Enrique, Armbrecht, Inge, Azhar, Badrul, Azpiroz, Adrián B, Baeten, Lander, Báldi, András, Banks, John E, Barlow, Jos, Batáry, Péter, Bates, Adam J, Bayne, Erin M, Beja, Pedro, Berg, Åke, Berry, Nicholas J, Bicknell, Jake E, Bihn, Jochen H, Böhning-Gaese, Katrin, Boekhout, Teun, Boutin, Céline, Bouyer, Jérémy, Brearley, Francis Q, Brito, Isabel, Brunet, Jörg, Buczkowski, Grzegorz, Buscardo, Erika, Cabra-García, Jimmy, Calviño-Cancela, María, Cameron, Sydney A, Cancello, Eliana M, Carrijo, Tiago F, Carvalho, Anelena L, Castro, Helena, Castro-Luna, Alejandro A, Cerda, Rolando, Cerezo, Alexis, Chauvat, Matthieu, Clarke, Frank M, Cleary, Daniel FR, Connop, Stuart P, D'Aniello, Biagio, Da Silva, Pedro Giovâni, Darvill, Ben, Dauber, Jens, Dejean, Alain, Diekötter, Tim, Dominguez-Haydar, Yamileth, Dormann, Carsten F, Dumont, Bertrand, Dures, Simon G, Dynesius, Mats, Edenius, Lars, Elek, Zoltán, Entling, Martin H, Farwig, Nina, Fayle, Tom M, Felicioli, Antonio, Felton, Annika M, Ficetola, Gentile F, Filgueiras, Bruno KC, Fonte, Steven J, Fraser, Lauchlan H, Fukuda, Daisuke, Furlani, Dario, Ganzhorn, Jörg U, Garden, Jenni G, Gheler-Costa, Carla, Giordani, Paolo, Giordano, Simonetta, Gottschalk, Marco S, Goulson, Dave, Gove, Aaron D, Grogan, James, Hanley, Mick E, Hanson, Thor, Hashim, Nor R, Hawes, Joseph E, Hébert, Christian, Helden, Alvin J, Henden, John-André, Hernández, Lionel, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Horgan, Finbarr G, Horváth, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishitani, Masahiro, Jacobs, Carmen T, Jaramillo, Víctor J, Jauker, Birgit, Jonsell, Mats, Jung, Thomas S, Kapoor, Vena, Kati, Vassiliki, Katovai, Eric, Kessler, Michael, Knop, Eva, Kolb, Annette, Kőrösi, Ádám, Lachat, Thibault, Lantschner, Victoria, Le Féon, Violette, LeBuhn, Gretchen, Légaré, Jean-Philippe, Letcher, Susan G, Littlewood, Nick A, López-Quintero, Carlos A, Louhaichi, Mounir, Lövei, Gabor L, Lucas-Borja, Manuel Esteban, Luja, Victor H, Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Marin-Spiotta, Erika, Marshall, EJP, Martínez, Eliana, Mayfield, Margaret M, Mikusinski, Grzegorz, Milder, Jeffrey C, Miller, James R, Morales, Carolina L, Muchane, Mary N, Muchane, Muchai, Naidoo, Robin, Nakamura, Akihiro, Naoe, Shoji, Nates-Parra, Guiomar, Navarrete Gutierrez, Dario A, Neuschulz, Eike L, Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Nöske, Nicole M, O'Dea, Niall, Oduro, William, Ofori-Boateng, Caleb, Oke, Chris O, Osgathorpe, Lynne M, Paritsis, Juan, Parra-H, Alejandro, Pelegrin, Nicolás, Peres, Carlos A, Persson, Anna S, Petanidou, Theodora, Phalan, Ben, Philips, T Keith, Poveda, Katja, Power, Eileen F, Presley, Steven J, Proença, Vânia, Quaranta, Marino, Quintero, Carolina, Redpath-Downing, Nicola A, Reid, J Leighton, Reis, Yana T, Ribeiro, Danilo B, Richardson, Barbara A, Richardson, Michael J, Robles, Carolina A, Römbke, Jörg, Romero-Duque, Luz Piedad, Rosselli, Loreta, Rossiter, Stephen J, Roulston, T'ai H, Rousseau, Laurent, Sadler, Jonathan P, Sáfián, Szabolcs, Saldaña-Vázquez, Romeo A, Samnegård, Ulrika, Schüepp, Christof, Schweiger, Oliver, Sedlock, Jodi L, Shahabuddin, Ghazala, Sheil, Douglas, Silva, Fernando AB, Slade, Eleanor M, Smith-Pardo, Allan H, Sodhi, Navjot S, Somarriba, Eduardo J, Sosa, Ramón A, Stout, Jane C, Struebig, Matthew J, Sung, Yik-Hei, Threlfall, Caragh G, Tonietto, Rebecca, Tóthmérész, Béla, Tscharntke, Teja, Turner, Edgar C, Tylianakis, Jason M, Vanbergen, Adam J, Vassilev, Kiril, Verboven, Hans AF, Vergara, Carlos H, Vergara, Pablo M, Verhulst, Jort, Walker, Tony R, Wang, Yanping, Watling, James I, Wells, Konstans, Williams, Christopher D, Willig, Michael R, Woinarski, John CZ, Wolf, Jan HD, Woodcock, Ben A, Yu, Douglas W, Zaitsev, Andrey S, Collen, Ben, Ewers, Rob M, Mace, Georgina M, Purves, Drew W, Scharlemann, Jörn PW, and Purvis, Andy

Subjects
land use, Data sharing, 14. Life underwater, 15. Life on land, global change, habitat destruction
Abstract

Biodiversity continues to decline in the face of increasing anthropogenic pressures such as habitat destruction, exploitation, pollution and introduction of alien species. Existing global databases of species' threat status or population time series are dominated by charismatic species. The collation of datasets with broad taxonomic and biogeographic extents, and that support computation of a range of biodiversity indicators, is necessary to enable better understanding of historical declines and to project - and avert - future declines. We describe and assess a new database of more than 1.6 million samples from 78 countries representing over 28,000 species, collated from existing spatial comparisons of local-scale biodiversity exposed to different intensities and types of anthropogenic pressures, from terrestrial sites around the world. The database contains measurements taken in 208 (of 814) ecoregions, 13 (of 14) biomes, 25 (of 35) biodiversity hotspots and 16 (of 17) megadiverse countries. The database contains more than 1% of the total number of all species described, and more than 1% of the described species within many taxonomic groups - including flowering plants, gymnosperms, birds, mammals, reptiles, amphibians, beetles, lepidopterans and hymenopterans. The dataset, which is still being added to, is therefore already considerably larger and more representative than those used by previous quantitative models of biodiversity trends and responses. The database is being assembled as part of the PREDICTS project (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems - http://www.predicts.org.uk). We make site-level summary data available alongside this article. The full database will be publicly available in 2015.

45. The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts

Author

Hudson, Lawrence N., Newbold, Tim, Contu, Sara, Hill, Samantha L. L., Lysenko, Igor, De Palma, Adriana, Phillips, Helen R. P., Senior, Rebecca A., Bennett, Dominic J., Booth, Hollie, Choimes, Argyrios, Correia, David L. P., Day, Julie, Echeverria-Londono, Susy, Garon, Morgan, Harrison, Michelle L. K., Ingram, Daniel J., Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D., Pan, Yuan, White, Hannah J., Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B., Aguilar-Barquero, Virginia, Aizen, Marcelo, Ancrenaz, Marc, Arbelaez-Cortes, Enrique, Armbrecht, Inge, Azhar, Badrul, Azpiroz, Adrian B., Baeten, Lander, Báldi, András, Banks, John E., Barlow, Jos, Batáry, Péter, Bates, Adam J., Bayne, Erin M., Beja, Pedro, Berg, Ake, Berry, Nicholas J., Bicknell, Jake E., Bihn, Jochen H., Böhning-Gaese, Katrin, Boekhout, Teun, Boutin, Celine, Bouyer, Jeremy, Brearley, Francis Q., Brito, Isabel, Brunet, Jörg, Buczkowski, Grzegorz, Buscardo, Erika, Cabra-Garcia, Jimmy, Calvino-Cancela, Maria, Cameron, Sydney A., Cancello, Eliana M., Carrijo, Tiago F., Carvalho, Anelena L., Castro, Helena, Castro-Luna, Alejandro A., Cerda, Rolando, Cerezo, Alexis, Chauvat, Matthieu, Clarke, Frank M., Cleary, Daniel F. R., Connop, Stuart P., D'Aniello, Biagio, da Silva, Pedro Giovani, Darvill, Ben, Dauber, Jens, Dejean, Alain, Diekötter, Tim, Dominguez-Haydar, Yamileth, Dormann, Carsten F., Dumont, Bertrand, Dures, Simon G., Dynesius, Mats, Edenius, Lars, Elek, Zoltán, Entling, Martin H., Farwig, Nina, Fayle, Tom M., Felicioli, Antonio, Felton, Annika M., Ficetola, Gentile F., Filgueiras, Bruno K. C., Fonte, Steve J., Fraser, Lauchlan H., Fukuda, Daisuke, Furlani, Dario, Ganzhorn, Jörg U., Garden, Jenni G., Gheler-Costa, Carla, Giordani, Paolo, Giordano, Simonetta, Gottschalk, Marco S., Goulson, Dave, Gove, Aaron D., Grogan, James, Hanley, Mick E., Hanson, Thor, Hashim, Nor R., Hawes, Joseph E., Hébert, Christian, Helden, Alvin J., Henden, John-André, Hernández, Lionel, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Horgan, Finbarr G., Horváth, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishitani, Mashiro, Jacobs, Carmen T., Jaramillo, Victor J., Jauker, Birgit, Jonsell, Matts, Jung, Thomas S., Kapoor, Vena, Kati, Vassiliki, Katovai, Eric, Kessler, Michael, Knop, Eva, Kolb, Annette, Körösi, Àdám, Lachat, Thibault, Lantschner, Victoria, Le Féon, Violette, LeBuhn, Gretchen, Légaré, Jean-Philippe, Letcher, Susan G., Littlewood, Nick A., López-Quintero, Carlos A., Louhaichi, Mounir, Lövei, Gabor L., Lucas-Borja, Manuel Esteban, Luja, Victor H., Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Marin-Spiotta, Erika, Marhall, E. J. P., Martínez, Eliana, Mayfield, Margaret M., Mikusinski, Gregorz, Milder, Jeffery C., Miller, James R., Morales, Carolina L., Muchane, Mary N., Muchane, Muchai, Naidoo, Robin, Nakamura, Akihiro, Naoe, Shoji, Nates-Parra, Guiomar, Navarerete Gutierrez, Dario A., Neuschulz, Eike L., Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Nöske, Nicole M., O'Dea, Niall, Oduro, William, Ofori-Boateng, Caleb, Oke, Chris O., Osgathorpe, Lynne M., Paritsis, Juan, Parrah, Alejandro, Pelegrin, Nicolás, Peres, Carlos A., Persson, Anna S., Petanidou, Theodora, Phalan, Ben, Philips, T. Keith, Poveda, Katja, Power, Eileen F., Presley, Steven J., Proença, Vânia, Quaranta, Marino, Quintero, Carolina, Redpath-Downing, Nicola A., Reid, J. Leighton, Reis, Yana T., Ribeiro, Danilo B., Richardson, Barbara A., Richardson, Michael J., Robles, Carolina A., Römbke, Jörg, Romero-Duque, Luz Piedad, Rosselli, Loreta, Rossiter, Stephen J., Roulston, T'ai H., Rousseau, Laurent, Sadler, Jonathan P., Sáfián, Szbolcs, Saldaña-Vásquez, Romeo A., Samnegård, Ulrika, Schüepp, Christof, Schweiger, Oliver, Sedlock, Jodi L., Shahabuddin, Ghazala, Sheil, Douglas, Silva, Fernando A. B., Slade, Eleanor, Smith-Pardo, Allan H., Sodhi, Navjot S., Somarriba, Eduardo J., Sosa, Ramón A., Stout, Jane C., Struebig, Matthew J., Sung, Yik-Hei, Threlfall, Caragh G., Tonietto, Rebecca, Tóthmérész, Béla, Tscharntke, Teja, Turner, Edgar C., Tylianakis, Jason M., Vanbergen, Adam J., Vassilev, Kiril, Verboven, Hans A. F., Vergara, Carlos H., Vergara, Pablo M., Verhulst, Jort, Walker, Tony R., Wang, Yanping, Watling, James I., Wells, Konstans, Williams, Christopher D., Willig, Michael R., Woinarski, John C. Z., Wolf, Jan H. D., Woodcock, Ben A., Yu, Douglas W., Zailsev, Andreys, Collen, Ben, Ewers, Rob M., Mace, Georgina M., Purves, Drew W., Scharlemann, Jörn P. W., Pervis, Andy, Environmental Sciences, Biosciences, Spatial Foodweb Ecology Group, Lawrence N., Hudson, Tim, Newbold, Sara, Contu, Samantha L. L., Hill, Igor, Lysenko, Adriana De, Palma, Helen R. P., Phillip, Rebecca A., Senior, Dominic J., Bennett, Hollie, Booth, Argyrios, Choime, David L. P., Correia, Julie, Day, Susy Echeverrıa, London, Morgan, Garon, Michelle L. K., Harrison, Daniel J., Ingram, Martin, Jung, Victoria, Kemp, Lucinda, Kirkpatrick, Callum D., Martin, Yuan, Pan, Hannah J., White, Job, Aben, Stefan, Abrahamczyk, Gilbert B., Adum, Virginia Aguilar, Barquero, Marcelo A., Aizen, Marc, Ancrenaz, Enrique Arbelaez, Corte, Inge, Armbrecht, Badrul, Azhar, Adrian B., Azpiroz, Lander, Baeten, Andras, Baldi, John E., Bank, Jos, Barlow, Peter, Batary, Adam J., Bate, Erin M., Bayne, Pedro, Beja, Ake, Berg, Nicholas J., Berry, Jake E., Bicknell, Jochen H., Bihn, Katrin B€ohning, Gaese, Teun, Boekhout, Celine, Boutin, Jeremy, Bouyer, Francis Q., Brearley, Isabel, Brito, J€org, Brunet, Grzegorz, Buczkowski, Erika, Buscardo, Tiago F., Carrijo, Anelena L., Carvalho, Helena, Castro, Alejandro A., Castro Luna, Rolando, Cerda, Alexis, Cerezo, Matthieu, Chauvat, Frank M., Clarke, Daniel F. R., Cleary, Stuart P., Connop, D'Aniello, Biagio, Pedro Giovani da, Silva, Ben, Darvill, Jens, Dauber, Alain, Dejean, Tim, Diekotter, Yamileth Dominguez, Haydar, Carsten F., Dormann, Bertrand, Dumont, Simon G., Dure, Mats, Dynesiu, Lars, Edeniu, Zoltan, Elek, Martin H., Entling, Nina, Farwig, Tom M., Fayle, Antonio, Felicioli, Annika M., Felton, Gentile F., Ficetola, Bruno K. C., Filgueira, Steven J., Fonte, Lauchlan H., Fraser, Daisuke, Fukuda, Dario, Furlani, Jeorg U., Ganzhorn, Jenni G., Garden, Carla Gheler, Costa, Paolo, Giordani, Giordano, Simonetta, Marco S., Gottschalk, Dave, Goulson, Aaron D., Gove, James, Grogan, Mick E., Hanley, Thor, Hanson, Nor R., Hashim, Joseph E., Hawe, Christian, Hebert, Alvin J., Helden, John Andre, Henden, Lionel, Hernandez, Felix, Herzog, Diego Higuera, Diaz, Branko, Hilje, Finbarr G., Horgan, Roland, Horvath, Kristoffer, Hylander, Paola Isaacs, Cubide, Masahiro, Ishitani, Carmen T., Jacob, Vıctor J., Jaramillo, Birgit, Jauker, Mats, Jonsell, Thomas S., Jung, Vena, Kapoor, Vassiliki, Kati, Eric, Katovai, Michael, Kessler, Eva, Knop, Annette, Kolb, Adam, Koreosi, Thibault, Lachat, Victoria, Lantschner, Violette Le, Feon, Gretchen, Lebuhn, Jean Philippe, Legare, Susan G., Letcher, Nick A., Littlewood, Carlos A., Lopez Quintero, Mounir, Louhaichi, Gabor L., Leovei, Manuel Esteban Lucas, Borja, Victor H., Luja, Kaoru, Maeto, Tibor, Magura, Neil Aldrin, Mallari, Erika Marin, Spiotta, E. J. P., Marshall, Eliana, Martınez, Margaret M., Mayfield, Grzegorz, Mikusinski, Jeffrey C., Milder, James R., Miller, Carolina L., Morale, Mary N., Muchane, Muchai, Muchane, Robin, Naidoo, Akihiro, Nakamura, Shoji, Naoe, Guiomar Nates, Parra, Dario A., Navarrete Gutierrez, Eike L., Neuschulz, Norbertas, Noreika, Olivia, Norfolk, Jorge Ari, Noriega, Nicole M., Neoske, Niall, O’Dea, William, Oduro, Caleb Ofori, Boateng, Chris O., Oke, Lynne M., Osgathorpe, Juan, Paritsi, Alejandro Parra, H, Nicolas, Pelegrin, Carlos A., Pere, Anna S., Persson, Theodora, Petanidou, Ben, Phalan, T., Keith Philip, Katja, Poveda, Eileen F., Power, Steven J., Presley, Vania, Proenca, Marino, Quaranta, Carolina, Quintero, Nicola A., Redpath Downing, J., Leighton Reid, Yana T., Rei, Danilo B., Ribeiro, Barbara A., Richardson, Michael J., Richardson, Carolina A., Roble, Jeorg, Reombke, Luz Piedad Romero, Duque, Loreta, Rosselli, Stephen J., Rossiter, T’ai H., Roulston, Laurent, Rousseau, Jonathan P., Sadler, Szabolcs, Safian, Romeo A., Saldana Vazquez, Ulrika, Samnegard, Christof, Scheuepp, Oliver, Schweiger, Jodi L., Sedlock, Ghazala, Shahabuddin, Douglas, Sheil, Fernando A. B., Silva, Eleanor M., Slade, Allan H., Smith Pardo, Navjot S., Sodhi, Eduardo J., Somarriba, Ramon A., Sosa, Jane C., Stout, Matthew J., Struebig, Yik Hei, Sung, Caragh G., Threlfall, Rebecca, Tonietto, Bela, Tothmeresz, Teja, Tscharntke, Edgar C., Turner, Jason M., Tylianaki, Adam J., Vanbergen, Kiril, Vassilev, Hans A. F., Verboven, Carlos H., Vergara, Pablo M., Vergara, Jort, Verhulst, Tony R., Walker, Yanping, Wang, James I., Watling, Konstans, Well, Christopher D., William, Michael R., Willig, John C. Z., Woinarski, Jan H. D., Wolf, Ben A., Woodcock, Douglas W., Yu, Andrey S., Zaitsev, Ben, Collen, Rob M., Ewer, Georgina M., Mace, Drew W., Purve, Jeorn P. W., Scharlemann, Andy, Purvis, Pan, Yuan [0000-0003-2729-6377], Littlewood, Nick [0000-0002-6672-0639], Phalan, Benjamin [0000-0001-7876-7226], Turner, Edgar [0000-0003-2715-2234], and Apollo - University of Cambridge Repository

Subjects
BOMBUS SPP. HYMENOPTERA, VDP::Mathematics and natural science: 400::Zoology and botany: 480::Ecology: 488, Data sharing, Global change, Habitat destruction, Land use, Ecology, Evolution, Behavior and Systematics, Ecology, Nature and Landscape Conservation, Reptilia, Evolution, global change, habitat destruction, land use, education, INTENSIVELY MANAGED FARMLAND, Biológiai tudományok, NORTHEASTERN COSTA-RICA, BIRD SPECIES RICHNESS, Ecology and Environment, Magnoliophyta, MEXICAN COFFEE PLANTATIONS, Amphibia, VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Økologi: 488, BUMBLEBEE NEST DENSITY, Behavior and Systematics, Természettudományok, ddc:570, Biology, DUNG BEETLE COLEOPTERA, 1172 Environmental sciences, SDG 15 - Life on Land, Original Research, QL, QH0075, QH, PLANT COMMUNITY COMPOSITION, Biology and Life Sciences, LAND-USE CHANGE, Hymenoptera, Coleoptera, Lepidoptera, Chemistry, URBAN-RURAL GRADIENT, Mammalia, Gymnospermae, Aves
Abstract

Biodiversity continues to decline in the face of increasing anthropogenic pressures such as habitat destruction, exploitation, pollution and introduction of alien species. Existing global databases of species' threat status or population time series are dominated by charismatic species. The collation of datasets with broad taxonomic and biogeographic extents, and that support computation of a range of biodiversity indicators, is necessary to enable better understanding of historical declines and to project - and avert - future declines. We describe and assess a new database of more than 1.6 million samples from 78 countries representing over 28,000 species, collated from existing spatial comparisons of local-scale biodiversity exposed to different intensities and types of anthropogenic pressures, from terrestrial sites around the world. The database contains measurements taken in 208 (of 814) ecoregions, 13 (of 14) biomes, 25 (of 35) biodiversity hotspots and 16 (of 17) megadiverse countries. The database contains more than 1% of the total number of all species described, and more than 1% of the described species within many taxonomic groups - including flowering plants, gymnosperms, birds, mammals, reptiles, amphibians, beetles, lepidopterans and hymenopterans. The dataset, which is still being added to, is therefore already considerably larger and more representative than those used by previous quantitative models of biodiversity trends and responses. The database is being assembled as part of the PREDICTS project (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems - www.predicts.org.uk). We make site-level summary data available alongside this article. The full database will be publicly available in 2015. The collation of biodiversity datasets with broad taxonomic and biogeographic extents is necessary to understand historical declines and to project - and hopefully avert - future declines. We describe a newly collated database of more than 1.6 million biodiversity measurements from 78 countries representing over 28,000 species, collated from existing spatial comparisons of local-scale biodiversity exposed to different intensities and types of anthropogenic pressures, from terrestrial sites around the world. © 2014 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd.

46. The database of the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) project

Author

Hudson, Lawrence N., Newbold, Tim, Contu, Sara, Hill, Samantha L. L., Lysenko, Igor, De Palma, Adriana, Phillips, Helen R. P., Alhusseini, Tamera I., Bedford, Felicity E., Bennett, Dominic J., Booth, Hollie, Burton, Victoria J., Chng, Charlotte W. T., Choimes, Argyrios, Correia, David L. P., Day, Julie, Echeverría-Londoño, Susy, Emerson, Susan R., Gao, Di, Garon, Morgan, Harrison, Michelle L. K., Ingram, Daniel J., Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D., Pan, Yuan, Pask-Hale, Gwilym D., Pynegar, Edwin L., Robinson, Alexandra N., Sanchez-Ortiz, Katia, Senior, Rebecca A., Simmons, Benno I., White, Hannah J., Zhang, Hanbin, Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B., Aguilar-Barquero, Virginia, Aizen, Marcelo A., Albertos, Belén, Alcala, E. L., del Mar Alguacil, Maria, Alignier, Audrey, Ancrenaz, Marc, Andersen, Alan N., Arbeláez-Cortés, Enrique, Armbrecht, Inge, Arroyo-Rodríguez, Víctor, Aumann, Tom, Axmacher, Jan C., Azhar, Badrul, Azpiroz, Adrián B., Baeten, Lander, Bakayoko, Adama, Báldi, András, Banks, John E., Baral, Sharad K., Barlow, Jos, Barratt, Barbara I. P., Barrico, Lurdes, Bartolommei, Paola, Barton, Diane M., Basset, Yves, Batáry, Péter, Bates, Adam J., Baur, Bruno, Bayne, Erin M., Beja, Pedro, Benedick, Suzan, Berg, Åke, Bernard, Henry, Berry, Nicholas J., Bhatt, Dinesh, Bicknell, Jake E., Bihn, Jochen H., Blake, Robin J., Bobo, Kadiri S., Bóçon, Roberto, Boekhout, Teun, Böhning-Gaese, Katrin, Bonham, Kevin J., Borges, Paulo A. V., Borges, Sérgio H., Boutin, Céline, Bouyer, Jérémy, Bragagnolo, Cibele, Brandt, Jodi S., Brearley, Francis Q., Brito, Isabel, Bros, Vicenç, Brunet, Jörg, Buczkowski, Grzegorz, Buddle, Christopher M., Bugter, Rob, Buscardo, Erika, Buse, Jörn, Cabra-García, Jimmy, Cáceres, Nilton C., Cagle, Nicolette L., Calviño-Cancela, María, Cameron, Sydney A., Cancello, Eliana M., Caparrós, Rut, Cardoso, Pedro, Carpenter, Dan, Carrijo, Tiago F., Carvalho, Anelena L., Cassano, Camila R., Castro, Helena, Castro-Luna, Alejandro A., Rolando, Cerda B., Cerezo, Alexis, Chapman, Kim Alan, Chauvat, Matthieu, Christensen, Morten, Clarke, Francis M., Cleary, Daniel F.R., Colombo, Giorgio, Connop, Stuart P., Craig, Michael D., Cruz-López, Leopoldo, Cunningham, Saul A., D'Aniello, Biagio, D'Cruze, Neil, da Silva, Pedro Giovâni, Dallimer, Martin, Danquah, Emmanuel, Darvill, Ben, Dauber, Jens, Davis, Adrian L. V., Dawson, Jeff, de Sassi, Claudio, de Thoisy, Benoit, Deheuvels, Olivier, Dejean, Alain, Devineau, Jean-Louis, Diekötter, Tim, Dolia, Jignasu V., Domínguez, Erwin, Dominguez-Haydar, Yamileth, Dorn, Silvia, Draper, Isabel, Dreber, Niels, Dumont, Bertrand, Dures, Simon G., Dynesius, Mats, Edenius, Lars, Eggleton, Paul, Eigenbrod, Felix, Elek, Zoltán, Entling, Martin H., Esler, Karen J., de Lima, Ricardo F., Faruk, Aisyah, Farwig, Nina, Fayle, Tom M., Felicioli, Antonio, Felton, Annika M., Fensham, Roderick J., Fernandez, Ignacio C., Ferreira, Catarina C., Ficetola, Gentile F., Fiera, Cristina, Filgueiras, Bruno K. C., Fırıncıoğlu, Hüseyin K., Flaspohler, David, Floren, Andreas, Fonte, Steven J., Fournier, Anne, Fowler, Robert E., Franzén, Markus, Fraser, Lauchlan H., Fredriksson, Gabriella M., Freire, Geraldo B., Frizzo, Tiago L. M., Fukuda, Daisuke, Furlani, Dario, Gaigher, René, Ganzhorn, Jörg U., García, Karla P., Garcia-R, Juan C., Garden, Jenni G., Garilleti, Ricardo, Ge, Bao-Ming, Gendreau-Berthiaume, Benoit, Gerard, Philippa J., Gheler-Costa, Carla, Gilbert, Benjamin, Giordani, Paolo, Giordano, Simonetta, Golodets, Carly, Gomes, Laurens G. L., Gould, Rachelle K., Goulson, Dave, Gove, Aaron D., Granjon, Laurent, Grass, Ingo, Gray, Claudia L., Grogan, James, Gu, Weibin, Guardiola, Moisès, Gunawardene, Nihara R., Gutierrez, Alvaro G., Gutiérrez-Lamus, Doris L., Haarmeyer, Daniela H., Hanley, Mick E., Hanson, Thor, Hashim, Nor R., Hassan, Shombe N., Hatfield, Richard G., Hawes, Joseph E., Hayward, Matt W., Hébert, Christian, Helden, Alvin J., Henden, John-André, Henschel, Philipp, Hernández, Lionel, Herrera, James P., Herrmann, Farina, Herzog, Felix, Higuera-Diaz, Diego, Hilje, Branko, Höfer, Hubert, Hoffmann, Anke, Horgan, Finbarr G., Hornung, Elisabeth, Horváth, Roland, Hylander, Kristoffer, Isaacs-Cubides, Paola, Ishida, Hiroaki, Ishitani, Masahiro, Jacobs, Carmen T., Jaramillo, Víctor J., Jauker, Birgit, Hernández, F. Jiménez, Johnson, McKenzie F., Jolli, Virat, Jonsell, Mats, Juliani, S. Nur, Jung, Thomas S., Kapoor, Vena, Kappes, Heike, Kati, Vassiliki, Katovai, Eric, Kellner, Klaus, Kessler, Michael, Kirby, Kathryn R., Kittle, Andrew M., Knight, Mairi E., Knop, Eva, Kohler, Florian, Koivula, Matti, Kolb, Annette, Kone, Mouhamadou, Kőrösi, Ádám, Krauss, Jochen, Kumar, Ajith, Kumar, Raman, Kurz, David J., Kutt, Alex S., Lachat, Thibault, Lantschner, Victoria, Lara, Francisco, Lasky, Jesse R., Latta, Steven C., Laurance, William F., Lavelle, Patrick, Le Féon, Violette, LeBuhn, Gretchen, Légaré, Jean-Philippe, Lehouck, Valérie, Lencinas, María V., Lentini, Pia E., Letcher, Susan G., Li, Qi, Litchwark, Simon A., Littlewood, Nick A., Liu, Yunhui, Lo-Man-Hung, Nancy, López-Quintero, Carlos A., Louhaichi, Mounir, Lövei, Gabor L., Lucas-Borja, Manuel Esteban, Luja, Victor H., Luskin, Matthew S., MacSwiney G, M Cristina, Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Malone, Louise A., Malonza, Patrick K., Malumbres-Olarte, Jagoba, Mandujano, Salvador, Måren, Inger E., Marin-Spiotta, Erika, Marsh, Charles J., Marshall, E. J. P., Martínez, Eliana, Martínez Pastur, Guillermo, Moreno Mateos, David, Mayfield, Margaret M., Mazimpaka, Vicente, McCarthy, Jennifer L., McCarthy, Kyle P., McFrederick, Quinn S., McNamara, Sean, Medina, Nagore G., Medina, Rafael, Mena, Jose L., Mico, Estefania, Mikusinski, Grzegorz, Milder, Jeffrey C., Miller, James R., Miranda-Esquivel, Daniel R., Moir, Melinda L., Morales, Carolina L., Muchane, Mary N., Muchane, Muchai, Mudri-Stojnic, Sonja, Munira, A. Nur, Muoñz-Alonso, Antonio, Munyekenye, B. F., Naidoo, Robin, Naithani, A., Nakagawa, Michiko, Nakamura, Akihiro, Nakashima, Yoshihiro, Naoe, Shoji, Nates-Parra, Guiomar, Navarrete Gutierrez, Dario A., Navarro-Iriarte, Luis, Ndang'ang'a, Paul K., Neuschulz, Eike L., Ngai, Jacqueline T., Nicolas, Violaine, Nilsson, Sven G., Noreika, Norbertas, Norfolk, Olivia, Noriega, Jorge Ari, Norton, David A., Nöske, Nicole M., Nowakowski, A. Justin, Numa, Catherine, O'Dea, Niall, O'Farrell, Patrick J., Oduro, William, Oertli, Sabine, Ofori-Boateng, Caleb, Oke, Christopher Omamoke, Oostra, Vicencio, Osgathorpe, Lynne M., Otavo, Samuel Eduardo, Page, Navendu V., Paritsis, Juan, Parra-H, Alejandro, Parry, Luke, Pe'er, Guy, Pearman, Peter B., Pelegrin, Nicolás, Pélissier, Raphaël, Peres, Carlos A., Peri, Pablo L., Persson, Anna S., Petanidou, Theodora, Peters, Marcell K., Pethiyagoda, Rohan S., Phalan, Ben, Philips, T. Keith, Pillsbury, Finn C., Pincheira-Ulbrich, Jimmy, Pineda, Eduardo, Pino, Joan, Pizarro-Araya, Jaime, Plumptre, A. J., Poggio, Santiago L., Politi, Natalia, Pons, Pere, Poveda, Katja, Power, Eileen F., Presley, Steven J., Proença, Vânia, Quaranta, Marino, Quintero, Carolina, Rader, Romina, Ramesh, B. R., Ramirez-Pinilla, Martha P., Ranganathan, Jai, Rasmussen, Claus, Redpath-Downing, Nicola A., Reid, J. Leighton, Reis, Yana T., Rey Benayas, José M., Rey-Velasco, Juan Carlos, Reynolds, Chevonne, Ribeiro, Danilo Bandini, Richards, Miriam H., Richardson, Barbara A., Richardson, Michael J., Ríos, Rodrigo Macip, Robinson, Richard, Robles, Carolina A., Römbke, Jörg, Romero-Duque, Luz Piedad, Rös, Matthias, Rosselli, Loreta, Rossiter, Stephen J., Roth, Dana S., Roulston, T'ai H., Rousseau, Laurent, Rubio, André V., Ruel, Jean-Claude, Sadler, Jonathan P., Sáfián, Szabolcs, Saldaña-Vázquez, Romeo A., Sam, Katerina, Samnegård, Ulrika, Santana, Joana, Santos, Xavier, Savage, Jade, Schellhorn, Nancy A., Schilthuizen, Menno, Schmiedel, Ute, Schmitt, Christine B., Schon, Nicole L., Schüepp, Christof, Schumann, Katharina, Schweiger, Oliver, Scott, Dawn M., Scott, Kenneth A., Sedlock, Jodi L., Seefeldt, Steven S., Shahabuddin, Ghazala, Shannon, Graeme, Sheil, Douglas, Sheldon, Frederick H., Shochat, Eyal, Siebert, Stefan J., Silva, Fernando A. B., Simonetti, Javier A., Slade, Eleanor M., Smith, Jo, Smith-Pardo, Allan H., Sodhi, Navjot S., Somarriba, Eduardo J., Sosa, Ramón A., Soto Quiroga, Grimaldo, St-Laurent, Martin-Hugues, Starzomski, Brian M., Stefanescu, Constanti, Steffan-Dewenter, Ingolf, Stouffer, Philip C., Stout, Jane C., Strauch, Ayron M., Struebig, Matthew J., Su, Zhimin, Suarez-Rubio, Marcela, Sugiura, Shinji, Summerville, Keith S., Sung, Yik-Hei, Sutrisno, Hari, Svenning, Jens-Christian, Teder, Tiit, Threlfall, Caragh G., Tiitsaar, Anu, Todd, Jacqui H., Tonietto, Rebecca K., Torre, Ignasi, Tóthmérész, Béla, Tscharntke, Teja, Turner, Edgar C., Tylianakis, Jason M., Uehara-Prado, Marcio, Urbina-Cardona, Nicolas, Vallan, Denis, Vanbergen, Adam J., Vasconcelos, Heraldo L., Vassilev, Kiril, Verboven, Hans A. F., Verdasca, Maria João, Verdú, José R., Vergara, Carlos H., Vergara, Pablo M., Verhulst, Jort, Virgilio, Massimiliano, Vu, Lien Van, Waite, Edward M., Walker, Tony R., Wang, Hua-Feng, Wang, Yanping, Watling, James I., Weller, Britta, Wells, Konstans, Westphal, Catrin, Wiafe, Edward D., Williams, Christopher D., Willig, Michael R., Woinarski, John C. Z., Wolf, Jan H. D., Wolters, Volkmar, Woodcock, Ben A., Wu, Jihua, Wunderle, Joseph M., Yamaura, Yuichi, Yoshikura, Satoko, Yu, Douglas W., Zaitsev, Andrey S., Zeidler, Juliane, Zou, Fasheng, Collen, Ben, Ewers, Rob M., Mace, Georgina M., Purves, Drew W., Scharlemann, Jörn P. W., and Purvis, Andy

Subjects
15. Life on land

47. The database of the Predicts (Projecting responses of ecological diversity in changing terrestrial systems) project

Author

Hudson, LN, Newbold, T, Contu, S, Hill, SLL, Lysenko, I, De Palma, A, Phillips, HRP, Alhusseini, TI, Bedford, FE, Bennett, DJ, Booth, H, Burton, VJ, Chng, CWT, Choimes, A, Correia, DLP, Day, J, Echeverría-Londoño, S, Emerson, SR, Gao, D, Garon, M, Harrison, MLK, Ingram, DJ, Jung, M, Kemp, V, Kirkpatrick, L, Martin, CD, Pan, Y, Pask-Hale, GD, Pynegar, EL, Robinson, AN, Sanchez-Ortiz, K, Senior, RA, Simmons, BI, White, HJ, Zhang, H, Aben, J, Abrahamczyk, S, Adum, GB, Aguilar-Barquero, V, Aizen, MA, Albertos, B, Alcala, EL, del Mar Alguacil, M, Alignier, A, Ancrenaz, M, Andersen, AN, Arbeláez-Cortés, E, Armbrecht, I, Arroyo-Rodríguez, V, Aumann, T, Axmacher, JC, Azhar, B, Azpiroz, AB, Baeten, L, Bakayoko, A, Báldi, A, Banks, JE, Baral, SK, Barlow, J, Barratt, BIP, Barrico, L, Bartolommei, P, Barton, DM, Basset, Y, Batáry, P, Bates, AJ, Baur, B, Bayne, EM, Beja, P, Benedick, S, Berg, Å, Bernard, H, Berry, NJ, Bhatt, D, Bicknell, JE, Bihn, JH, Blake, RJ, Bobo, KS, Bóçon, R, Boekhout, T, Böhning-Gaese, K, Bonham, KJ, Borges, PAV, Borges, SH, Boutin, C, Bouyer, J, Bragagnolo, C, Brandt, JS, Brearley, FQ, Brito, I, Bros, V, Brunet, J, Buczkowski, G, Buddle, CM, Bugter, R, Buscardo, E, Buse, J, Cabra-García, J, Cáceres, NC, Cagle, NL, Calviño-Cancela, M, Cameron, SA, Cancello, EM, Caparrós, R, Cardoso, P, Carpenter, D, Carrijo, TF, Carvalho, AL, Cassano, CR, Castro, H, Castro-Luna, AA, Rolando, CB, Cerezo, A, Chapman, KA, Chauvat, M, Christensen, M, Clarke, FM, Cleary, DFR, Colombo, G, Connop, SP, Craig, MD, Cruz-López, L, Cunningham, SA, D'Aniello, B, D'Cruze, N, da Silva, PG, Dallimer, M, Danquah, E, Darvill, B, Dauber, J, Davis, ALV, Dawson, J, de Sassi, C, de Thoisy, B, Deheuvels, O, Dejean, A, Devineau, J-L, Diekötter, T, Dolia, JV, Domínguez, E, Dominguez-Haydar, Y, Dorn, S, Draper, I, Dreber, N, Dumont, B, Dures, SG, Dynesius, M, Edenius, L, Eggleton, P, Eigenbrod, F, Elek, Z, Entling, MH, Esler, KJ, de Lima, RF, Faruk, A, Farwig, N, Fayle, TM, Felicioli, A, Felton, AM, Fensham, RJ, Fernandez, IC, Ferreira, CC, Ficetola, GF, Fiera, C, Filgueiras, BKC, Fırıncıoğlu, HK, Flaspohler, D, Floren, A, Fonte, SJ, Fournier, A, Fowler, RE, Franzén, M, Fraser, LH, Fredriksson, GM, Freire, GB, Frizzo, TLM, Fukuda, D, Furlani, D, Gaigher, R, Ganzhorn, JU, García, KP, Garcia-R, JC, Garden, JG, Garilleti, R, Ge, B-M, Gendreau-Berthiaume, B, Gerard, PJ, Gheler-Costa, C, Gilbert, B, Giordani, P, Giordano, S, Golodets, C, Gomes, LGL, Gould, RK, Goulson, D, Gove, AD, Granjon, L, Grass, I, Gray, CL, Grogan, J, Gu, W, Guardiola, M, Gunawardene, NR, Gutierrez, AG, Gutiérrez-Lamus, DL, Haarmeyer, DH, Hanley, ME, Hanson, T, Hashim, NR, Hassan, SN, Hatfield, RG, Hawes, JE, Hayward, MW, Hébert, C, Helden, AJ, Henden, J-A, Henschel, P, Hernández, L, Herrera, JP, Herrmann, F, Herzog, F, Higuera-Diaz, D, Hilje, B, Höfer, H, Hoffmann, A, Horgan, FG, Hornung, E, Horváth, R, Hylander, K, Isaacs-Cubides, P, Ishida, H, Ishitani, M, Jacobs, CT, Jaramillo, VJ, Jauker, B, Hernández, FJ, Johnson, MF, Jolli, V, Jonsell, M, Juliani, SN, Jung, TS, Kapoor, V, Kappes, H, Kati, V, Katovai, E, Kellner, K, Kessler, M, Kirby, KR, Kittle, AM, Knight, ME, Knop, E, Kohler, F, Koivula, M, Kolb, A, Kone, M, Kőrösi, Á, Krauss, J, Kumar, A, Kumar, R, Kurz, DJ, Kutt, AS, Lachat, T, Lantschner, V, Lara, F, Lasky, JR, Latta, SC, Laurance, WF, Lavelle, P, Le Féon, V, LeBuhn, G, Légaré, J-P, Lehouck, V, Lencinas, MV, Lentini, PE, Letcher, SG, Li, Q, Litchwark, SA, Littlewood, NA, Liu, Y, Lo-Man-Hung, N, López-Quintero, CA, Louhaichi, M, Lövei, GL, Lucas-Borja, ME, Luja, VH, Luskin, MS, MacSwiney G, MC, Maeto, K, Magura, T, Mallari, NA, Malone, LA, Malonza, PK, Malumbres-Olarte, J, Mandujano, S, Måren, IE, Marin-Spiotta, E, Marsh, CJ, Marshall, EJP, Martínez, E, Martínez Pastur, G, Moreno Mateos, D, Mayfield, MM, Mazimpaka, V, McCarthy, JL, McCarthy, KP, McFrederick, QS, McNamara, S, Medina, NG, Medina, R, Mena, JL, Mico, E, Mikusinski, G, Milder, JC, Miller, JR, Miranda-Esquivel, DR, Moir, ML, Morales, CL, Muchane, MN, Muchane, M, Mudri-Stojnic, S, Munira, AN, Muoñz-Alonso, A, Munyekenye, BF, Naidoo, R, Naithani, A, Nakagawa, M, Nakamura, A, Nakashima, Y, Naoe, S, Nates-Parra, G, Navarrete Gutierrez, DA, Navarro-Iriarte, L, Ndang'ang'a, PK, Neuschulz, EL, Ngai, JT, Nicolas, V, Nilsson, SG, Noreika, N, Norfolk, O, Noriega, JA, Norton, DA, Nöske, NM, Nowakowski, AJ, Numa, C, O'Dea, N, O'Farrell, PJ, Oduro, W, Oertli, S, Ofori-Boateng, C, Oke, CO, Oostra, V, Osgathorpe, LM, Otavo, SE, Page, NV, Paritsis, J, Parra-H, A, Parry, L, Pe'er, G, Pearman, PB, Pelegrin, N, Pélissier, R, Peres, CA, Peri, PL, Persson, AS, Petanidou, T, Peters, MK, Pethiyagoda, RS, Phalan, B, Philips, TK, Pillsbury, FC, Pincheira-Ulbrich, J, Pineda, E, Pino, J, Pizarro-Araya, J, Plumptre, AJ, Poggio, SL, Politi, N, Pons, P, Poveda, K, Power, EF, Presley, SJ, Proença, V, Quaranta, M, Quintero, C, Rader, R, Ramesh, BR, Ramirez-Pinilla, MP, Ranganathan, J, Rasmussen, C, Redpath-Downing, NA, Reid, JL, Reis, YT, Rey Benayas, JM, Rey-Velasco, JC, Reynolds, C, Ribeiro, DB, Richards, MH, Richardson, BA, Richardson, MJ, Ríos, RM, Robinson, R, Robles, CA, Römbke, J, Romero-Duque, LP, Rös, M, Rosselli, L, Rossiter, SJ, Roth, DS, Roulston, TH, Rousseau, L, Rubio, AV, Ruel, J-C, Sadler, JP, Sáfián, S, Saldaña-Vázquez, RA, Sam, K, Samnegård, U, Santana, J, Santos, X, Savage, J, Schellhorn, NA, Schilthuizen, M, Schmiedel, U, Schmitt, CB, Schon, NL, Schüepp, C, Schumann, K, Schweiger, O, Scott, DM, Scott, KA, Sedlock, JL, Seefeldt, SS, Shahabuddin, G, Shannon, G, Sheil, D, Sheldon, FH, Shochat, E, Siebert, SJ, Silva, FAB, Simonetti, JA, Slade, EM, Smith, J, Smith-Pardo, AH, Sodhi, NS, Somarriba, EJ, Sosa, RA, Soto Quiroga, G, St-Laurent, M-H, Starzomski, BM, Stefanescu, C, Steffan-Dewenter, I, Stouffer, PC, Stout, JC, Strauch, AM, Struebig, MJ, Su, Z, Suarez-Rubio, M, Sugiura, S, Summerville, KS, Sung, Y-H, Sutrisno, H, Svenning, J-C, Teder, T, Threlfall, CG, Tiitsaar, A, Todd, JH, Tonietto, RK, Torre, I, Tóthmérész, B, Tscharntke, T, Turner, EC, Tylianakis, JM, Uehara-Prado, M, Urbina-Cardona, N, Vallan, D, Vanbergen, AJ, Vasconcelos, HL, Vassilev, K, Verboven, HAF, Verdasca, MJ, Verdú, JR, Vergara, CH, Vergara, PM, Verhulst, J, Virgilio, M, Vu, LV, Waite, EM, Walker, TR, Wang, H-F, Wang, Y, Watling, JI, Weller, B, Wells, K, Westphal, C, Wiafe, ED, Williams, CD, Willig, MR, Woinarski, JCZ, Wolf, JHD, Wolters, V, Woodcock, BA, Wu, J, Wunderle, JM, Yamaura, Y, Yoshikura, S, Yu, DW, Zaitsev, AS, Zeidler, J, Zou, F, Collen, B, Ewers, RM, Mace, GM, Purves, DW, Scharlemann, JPW, Purvis, A, The Natural History Museum [London] (NHM), United Nations Environment Programme World Conservation Monitoring Centre, Department of Genetics, Evolution and Environment, Centre for Biodiversity and Environment, Research, University College of London [London] (UCL), Department of Life Sciences [Trieste], Università degli studi di Trieste, Imperial College London, Department of Zoology, Auburn University (AU), Frankfurt Zoological Society, Science and Solutions for a Changing Planet DTP and the Department of Life Sciences, Centre d’étude de la forêt, Université Laval, School of Life Sciences, University of Sussex, School of Biological Sciences [London], Queen Mary University of London (QMUL), School of Biological and Ecological Sciences, University of Stirling, School of Biological Sciences [Egham), Royal Holloway [University of London] (RHUL), School of Environment, Natural Resources and Geography, Bangor University, University College London (UCL), School of Biological Sciences [Clayton], Monash University [Clayton], Institute of Biological and Environmental Sciences, (SFIRC), Evolutionary Ecology Group, University of Antwerp (UA), Nees Institute for Plant Biodiversity, Rheinische Friedrich-Wilhelms-Universität Bonn, Wildlife and Range Management Department, Faculty of Renewable Natural Resources, College of Agriculture and Natural Resources (CANR), Kwame Nkrumah University of Science and Technology (KNUST), Save the frogs!, Escuela de Biología, Universidad Nacional de Costa Rica, Instituto Nacional de Investigaciones en Biodiversidad y Medioambiente [Bariloche] (INIBIOMA-CONICET), Consejo Nacional de Investigaciones Científicas y Técnicas [Buenos Aires] (CONICET)-Universidad Nacional del Comahue [Neuquén] (UNCOMA), Departamento de Botánica, Facultad de Farmacia, Universidad de Valencia, Marine Laboratory, Silliman University-Angelo King Center for Research and Environmental Management, Silliman University, Department of Soil and Water Conservation, Centro de Edafologia y Biologia Aplicada del Segura, SAD Paysage (SAD Paysage), Institut National de la Recherche Agronomique (INRA)-AGROCAMPUS OUEST, Dynamiques Forestières dans l'Espace Rural (DYNAFOR), Institut National de la Recherche Agronomique (INRA)-Ecole Nationale Supérieure Agronomique de Toulouse-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées, Animal, Santé, Territoires, Risques et Ecosystèmes (UMR ASTRE), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut National de la Recherche Agronomique (INRA), Unité Mixte de Recherches sur les Herbivores - UMR 1213 (UMRH), VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement-Institut National de la Recherche Agronomique (INRA), Centre de Biologie pour la Gestion des Populations (UMR CBGP), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut National de la Recherche Agronomique (INRA)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Université de Montpellier (UM)-Institut de Recherche pour le Développement (IRD [France-Sud])-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Abeilles et Environnement (AE), Institut National de la Recherche Agronomique (INRA)-Avignon Université (AU), Patrimoines locaux, Environnement et Globalisation (PALOC), Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Sorbonne Université (SU), Università degli studi di Trieste = University of Trieste, Université Laval [Québec] (ULaval), Institut National de la Recherche Agronomique (INRA)-École nationale supérieure agronomique de Toulouse (ENSAT), Institut National Polytechnique (Toulouse) (Toulouse INP), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université de Toulouse (UT)-Université de Toulouse (UT), Unité Mixte de Recherche sur les Herbivores - UMR 1213 (UMRH), Institut National de la Recherche Agronomique (INRA)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS), The Royal Society, Natural Environment Research Council (NERC), Kwame Nkrumah University of Science and Technology [GHANA] (KNUST), AGROCAMPUS OUEST, Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut National de la Recherche Agronomique (INRA), Institut National de la Recherche Agronomique (INRA)-École nationale supérieure agronomique de Toulouse [ENSAT]-Institut National Polytechnique (Toulouse) (Toulouse INP), VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Institut National de la Recherche Agronomique (INRA)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement, Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro), Institut National de la Recherche Agronomique (INRA)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement, Westerdijk Fungal Biodiversity Institute, Westerdijk Fungal Biodiversity Institute - Yeast Research, Hudson, Lawrence N [0000-0003-4072-7469], Choimes, Argyrios [0000-0002-9849-1500], Jung, Martin [0000-0002-7569-1390], Apollo - University of Cambridge Repository, Hudson, Lawrence N, Newbold, Tim, Contu, Sara, Hill, Samantha L. L., Lysenko, Igor, De Palma, Adriana, Phillips, Helen R. P., Alhusseini, Tamera I., Bedford, Felicity E., Bennett, Dominic J., Booth, Hollie, Burton, Victoria J., Chng, Charlotte W. T., Choimes, Argyrio, Correia, David L. P., Day, Julie, Echeverría Londoño, Susy, Emerson, Susan R., Gao, Di, Garon, Morgan, Harrison, Michelle L. K., Ingram, Daniel J., Jung, Martin, Kemp, Victoria, Kirkpatrick, Lucinda, Martin, Callum D., Pan, Yuan, Pask Hale, Gwilym D., Pynegar, Edwin L., Robinson, Alexandra N., Sanchez Ortiz, Katia, Senior, Rebecca A., Simmons, Benno I., White, Hannah J., Zhang, Hanbin, Aben, Job, Abrahamczyk, Stefan, Adum, Gilbert B., Aguilar Barquero, Virginia, Aizen, Marcelo A., Albertos, Belén, Alcala, E. L., del Mar Alguacil, Maria, Alignier, Audrey, Ancrenaz, Marc, Andersen, Alan N., Arbeláez Cortés, Enrique, Armbrecht, Inge, Arroyo Rodríguez, Víctor, Aumann, Tom, Axmacher, Jan C., Azhar, Badrul, Azpiroz, Adrián B., Baeten, Lander, Bakayoko, Adama, Báldi, Andrá, Banks, John E., Baral, Sharad K., Barlow, Jo, Barratt, Barbara I. P., Barrico, Lurde, Bartolommei, Paola, Barton, Diane M., Basset, Yve, Batáry, Péter, Bates, Adam J., Baur, Bruno, Bayne, Erin M., Beja, Pedro, Benedick, Suzan, Berg, Åke, Bernard, Henry, Berry, Nicholas J., Bhatt, Dinesh, Bicknell, Jake E., Bihn, Jochen H., Blake, Robin J., Bobo, Kadiri S., Bóçon, Roberto, Boekhout, Teun, Böhning Gaese, Katrin, Bonham, Kevin J., Borges, Paulo A. V., Borges, Sérgio H., Boutin, Céline, Bouyer, Jérémy, Bragagnolo, Cibele, Brandt, Jodi S., Brearley, Francis Q., Brito, Isabel, Bros, Vicenç, Brunet, Jörg, Buczkowski, Grzegorz, Buddle, Christopher M., Bugter, Rob, Buscardo, Erika, Buse, Jörn, Cabra García, Jimmy, Cáceres, Nilton C., Cagle, Nicolette L., Calviño Cancela, María, Cameron, Sydney A., Cancello, Eliana M., Caparrós, Rut, Cardoso, Pedro, Carpenter, Dan, Carrijo, Tiago F., Carvalho, Anelena L., Cassano, Camila R., Castro, Helena, Castro Luna, Alejandro A., Rolando, Cerda B., Cerezo, Alexi, Chapman, Kim Alan, Chauvat, Matthieu, Christensen, Morten, Clarke, Francis M., Cleary, Daniel F. R., Colombo, Giorgio, Connop, Stuart P., Craig, Michael D., Cruz López, Leopoldo, Cunningham, Saul A., D'Aniello, Biagio, D'Cruze, Neil, da Silva, Pedro Giovâni, Dallimer, Martin, Danquah, Emmanuel, Darvill, Ben, Dauber, Jen, Davis, Adrian L. V., Dawson, Jeff, de Sassi, Claudio, de Thoisy, Benoit, Deheuvels, Olivier, Dejean, Alain, Devineau, Jean Loui, Diekötter, Tim, Dolia, Jignasu V., Domínguez, Erwin, Dominguez Haydar, Yamileth, Dorn, Silvia, Draper, Isabel, Dreber, Niel, Dumont, Bertrand, Dures, Simon G., Dynesius, Mat, Edenius, Lar, Eggleton, Paul, Eigenbrod, Felix, Elek, Zoltán, Entling, Martin H., Esler, Karen J., de Lima, Ricardo F., Faruk, Aisyah, Farwig, Nina, Fayle, Tom M., Felicioli, Antonio, Felton, Annika M., Fensham, Roderick J., Fernandez, Ignacio C., Ferreira, Catarina C., Ficetola, Gentile F., Fiera, Cristina, Filgueiras, Bruno K. C., Fırıncıoğlu, Hüseyin K., Flaspohler, David, Floren, Andrea, Fonte, Steven J., Fournier, Anne, Fowler, Robert E., Franzén, Marku, Fraser, Lauchlan H., Fredriksson, Gabriella M., Freire, Geraldo B., Frizzo, Tiago L. M., Fukuda, Daisuke, Furlani, Dario, Gaigher, René, Ganzhorn, Jörg U., García, Karla P., Garcia R, Juan C., Garden, Jenni G., Garilleti, Ricardo, Ge, Bao Ming, Gendreau Berthiaume, Benoit, Gerard, Philippa J., Gheler Costa, Carla, Gilbert, Benjamin, Giordani, Paolo, Giordano, Simonetta, Golodets, Carly, Gomes, Laurens G. L., Gould, Rachelle K., Goulson, Dave, Gove, Aaron D., Granjon, Laurent, Grass, Ingo, Gray, Claudia L., Grogan, Jame, Gu, Weibin, Guardiola, Moisè, Gunawardene, Nihara R., Gutierrez, Alvaro G., Gutiérrez Lamus, Doris L., Haarmeyer, Daniela H., Hanley, Mick E., Hanson, Thor, Hashim, Nor R., Hassan, Shombe N., Hatfield, Richard G., Hawes, Joseph E., Hayward, Matt W., Hébert, Christian, Helden, Alvin J., Henden, John André, Henschel, Philipp, Hernández, Lionel, Herrera, James P., Herrmann, Farina, Herzog, Felix, Higuera Diaz, Diego, Hilje, Branko, Höfer, Hubert, Hoffmann, Anke, Horgan, Finbarr G., Hornung, Elisabeth, Horváth, Roland, Hylander, Kristoffer, Isaacs Cubides, Paola, Ishida, Hiroaki, Ishitani, Masahiro, Jacobs, Carmen T., Jaramillo, Víctor J., Jauker, Birgit, Hernández, F. Jiménez, Johnson, McKenzie F., Jolli, Virat, Jonsell, Mat, Juliani, S. Nur, Jung, Thomas S., Kapoor, Vena, Kappes, Heike, Kati, Vassiliki, Katovai, Eric, Kellner, Klau, Kessler, Michael, Kirby, Kathryn R., Kittle, Andrew M., Knight, Mairi E., Knop, Eva, Kohler, Florian, Koivula, Matti, Kolb, Annette, Kone, Mouhamadou, Kőrösi, Ádám, Krauss, Jochen, Kumar, Ajith, Kumar, Raman, Kurz, David J., Kutt, Alex S., Lachat, Thibault, Lantschner, Victoria, Lara, Francisco, Lasky, Jesse R., Latta, Steven C., Laurance, William F., Lavelle, Patrick, Le Féon, Violette, Lebuhn, Gretchen, Légaré, Jean Philippe, Lehouck, Valérie, Lencinas, María V., Lentini, Pia E., Letcher, Susan G., Li, Qi, Litchwark, Simon A., Littlewood, Nick A., Liu, Yunhui, Lo Man Hung, Nancy, López Quintero, Carlos A., Louhaichi, Mounir, Lövei, Gabor L., Lucas Borja, Manuel Esteban, Luja, Victor H., Luskin, Matthew S., MacSwiney G, M. Cristina, Maeto, Kaoru, Magura, Tibor, Mallari, Neil Aldrin, Malone, Louise A., Malonza, Patrick K., Malumbres Olarte, Jagoba, Mandujano, Salvador, Måren, Inger E., Marin Spiotta, Erika, Marsh, Charles J., Marshall, E. J. P., Martínez, Eliana, Martínez Pastur, Guillermo, Moreno Mateos, David, Mayfield, Margaret M., Mazimpaka, Vicente, Mccarthy, Jennifer L., Mccarthy, Kyle P., Mcfrederick, Quinn S., Mcnamara, Sean, Medina, Nagore G., Medina, Rafael, Mena, Jose L., Mico, Estefania, Mikusinski, Grzegorz, Milder, Jeffrey C., Miller, James R., Miranda Esquivel, Daniel R., Moir, Melinda L., Morales, Carolina L., Muchane, Mary N., Muchane, Muchai, Mudri Stojnic, Sonja, Munira, A. Nur, Muoñz Alonso, Antonio, Munyekenye, B. F., Naidoo, Robin, Naithani, A., Nakagawa, Michiko, Nakamura, Akihiro, Nakashima, Yoshihiro, Naoe, Shoji, Nates Parra, Guiomar, Navarrete Gutierrez, Dario A., Navarro Iriarte, Lui, Ndang'Ang'A, Paul K., Neuschulz, Eike L., Ngai, Jacqueline T., Nicolas, Violaine, Nilsson, Sven G., Noreika, Norberta, Norfolk, Olivia, Noriega, Jorge Ari, Norton, David A., Nöske, Nicole M., Nowakowski, A. Justin, Numa, Catherine, O'Dea, Niall, O'Farrell, Patrick J., Oduro, William, Oertli, Sabine, Ofori Boateng, Caleb, Oke, Christopher Omamoke, Oostra, Vicencio, Osgathorpe, Lynne M., Otavo, Samuel Eduardo, Page, Navendu V., Paritsis, Juan, Parra H, Alejandro, Parry, Luke, Pe'Er, Guy, Pearman, Peter B., Pelegrin, Nicolá, Pélissier, Raphaël, Peres, Carlos A., Peri, Pablo L., Persson, Anna S., Petanidou, Theodora, Peters, Marcell K., Pethiyagoda, Rohan S., Phalan, Ben, Philips, T. Keith, Pillsbury, Finn C., Pincheira Ulbrich, Jimmy, Pineda, Eduardo, Pino, Joan, Pizarro Araya, Jaime, Plumptre, A. J., Poggio, Santiago L., Politi, Natalia, Pons, Pere, Poveda, Katja, Power, Eileen F., Presley, Steven J., Proença, Vânia, Quaranta, Marino, Quintero, Carolina, Rader, Romina, Ramesh, B. R., Ramirez Pinilla, Martha P., Ranganathan, Jai, Rasmussen, Clau, Redpath Downing, Nicola A., Reid, J. Leighton, Reis, Yana T., Rey Benayas, José M., Rey Velasco, Juan Carlo, Reynolds, Chevonne, Ribeiro, Danilo Bandini, Richards, Miriam H., Richardson, Barbara A., Richardson, Michael J., Ríos, Rodrigo Macip, Robinson, Richard, Robles, Carolina A., Römbke, Jörg, Romero Duque, Luz Piedad, Rös, Matthia, Rosselli, Loreta, Rossiter, Stephen J., Roth, Dana S., Roulston, T'ai H., Rousseau, Laurent, Rubio, André V., Ruel, Jean Claude, Sadler, Jonathan P., Sáfián, Szabolc, Saldaña Vázquez, Romeo A., Sam, Katerina, Samnegård, Ulrika, Santana, Joana, Santos, Xavier, Savage, Jade, Schellhorn, Nancy A., Schilthuizen, Menno, Schmiedel, Ute, Schmitt, Christine B., Schon, Nicole L., Schüepp, Christof, Schumann, Katharina, Schweiger, Oliver, Scott, Dawn M., Scott, Kenneth A., Sedlock, Jodi L., Seefeldt, Steven S., Shahabuddin, Ghazala, Shannon, Graeme, Sheil, Dougla, Sheldon, Frederick H., Shochat, Eyal, Siebert, Stefan J., Silva, Fernando A. B., Simonetti, Javier A., Slade, Eleanor M., Smith, Jo, Smith Pardo, Allan H., Sodhi, Navjot S., Somarriba, Eduardo J., Sosa, Ramón A., Soto Quiroga, Grimaldo, St Laurent, Martin Hugue, Starzomski, Brian M., Stefanescu, Constanti, Steffan Dewenter, Ingolf, Stouffer, Philip C., Stout, Jane C., Strauch, Ayron M., Struebig, Matthew J., Su, Zhimin, Suarez Rubio, Marcela, Sugiura, Shinji, Summerville, Keith S., Sung, Yik Hei, Sutrisno, Hari, Svenning, Jens Christian, Teder, Tiit, Threlfall, Caragh G., Tiitsaar, Anu, Todd, Jacqui H., Tonietto, Rebecca K., Torre, Ignasi, Tóthmérész, Béla, Tscharntke, Teja, Turner, Edgar C., Tylianakis, Jason M., Uehara Prado, Marcio, Urbina Cardona, Nicola, Vallan, Deni, Vanbergen, Adam J., Vasconcelos, Heraldo L., Vassilev, Kiril, Verboven, Hans A. F., Verdasca, Maria João, Verdú, José R., Vergara, Carlos H., Vergara, Pablo M., Verhulst, Jort, Virgilio, Massimiliano, Vu, Lien Van, Waite, Edward M., Walker, Tony R., Wang, Hua Feng, Wang, Yanping, Watling, James I., Weller, Britta, Wells, Konstan, Westphal, Catrin, Wiafe, Edward D., Williams, Christopher D., Willig, Michael R., Woinarski, John C. Z., Wolf, Jan H. D., Wolters, Volkmar, Woodcock, Ben A., Wu, Jihua, Wunderle, Joseph M., Yamaura, Yuichi, Yoshikura, Satoko, Yu, Douglas W., Zaitsev, Andrey S., Zeidler, Juliane, Zou, Fasheng, Collen, Ben, Ewers, Rob M., Mace, Georgina M., Purves, Drew W., Scharlemann, Jörn P. W., Purvis, Andy, Centre National de la Recherche Scientifique - CNRS (FRANCE), Institut National Polytechnique de Toulouse - INPT (FRANCE), Institut National de la Recherche Agronomique - INRA (FRANCE), Université Toulouse III - Paul Sabatier - UT3 (FRANCE), Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE), Natural History Museum, 3Department of Genetics, Evolution and Environment, Centre for Biodiversity and Environment, Research, University College London ( UCL ), Department of Life Sciences, Universita di Trieste, Auburn University, Queen Mary University of London ( QMUL ), Royal Holloway [University of London] ( RHUL ), ( SFIRC ), University of Antwerp ( UA ), University of Bonn (Rheinische Friedrich-Wilhelms), Kwame Nkrumah University of Science and Technology ( KNUST ), Universidad de Costa Rica, Laboratorio Ecotono-CRUB, Universidad Nacional del Comahue, SAD Paysage ( SAD Paysage ), Institut National de la Recherche Agronomique ( INRA ) -AGROCAMPUS OUEST, Dynamiques Forestières dans l'Espace Rural ( DYNAFOR ), Institut National Polytechnique [Toulouse] ( INP ) -Institut National de la Recherche Agronomique ( INRA ) -Ecole Nationale Supérieure Agronomique de Toulouse, Contrôle des maladies animales exotiques et émergentes [Montpellier] ( CMAEE ), Institut National de la Recherche Agronomique ( INRA ) -Centre de coopération internationale en recherche agronomique pour le développement [CIRAD] : UMR15, Unité Mixte de Recherches sur les Herbivores ( UMR 1213 Herbivores ), VetAgro Sup ( VAS ) -AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement-Institut National de la Recherche Agronomique ( INRA ), Centre de Biologie pour la Gestion des Populations ( CBGP ), Centre de Coopération Internationale en Recherche Agronomique pour le Développement ( CIRAD ) -Centre international d'études supérieures en sciences agronomiques ( Montpellier SupAgro ) -Institut national de la recherche agronomique [Montpellier] ( INRA Montpellier ) -Université de Montpellier ( UM ) -Institut de Recherche pour le Développement ( IRD [France-Sud] ) -Institut national d’études supérieures agronomiques de Montpellier ( Montpellier SupAgro ), Abeilles et Environnement ( AE ), and Institut National de la Recherche Agronomique ( INRA ) -Université d'Avignon et des Pays de Vaucluse ( UAPV )

Subjects
VDP::Mathematics and natural science: 400::Zoology and botany: 480::Ecology: 488, Biodiversité et Ecologie, data sharing, habitat, Biológiai tudományok, Q1, BIRD SPECIES RICHNESS, TROPICAL DRY FOREST, VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Økologi: 488, MEXICAN COFFEE PLANTATIONS, Természettudományok, Data and Information, Milieux et Changements globaux, LOWLAND, ComputingMilieux_MISCELLANEOUS, Original Research, Ecology, global biodiversity modeling, global change, habitat destruction, land use, Ecology, Evolution, Behavior and Systematics, Nature and Landscape Conservation, LAND-USE CHANGE, [ SDE.MCG ] Environmental Sciences/Global Changes, Chemistry, Earth and Related Environmental Sciences, Evolution, [SDE.MCG]Environmental Sciences/Global Changes, INTENSIVELY MANAGED FARMLAND, Ingénierie de l'environnement, CARABID BEETLE ASSEMBLAGES, FRUIT-FEEDING BUTTERFLIES, Ecology and Environment, Biodiversity and Ecology, keywords: data sharing, Behavior and Systematics, Biology, Ekologi, [ SDE.BE ] Environmental Sciences/Biodiversity and Ecology, QL, DIPTEROCARP FOREST, QH, PLANT COMMUNITY COMPOSITION, Geovetenskap och miljövetenskap, Biology and Life Sciences, destruction, Ecology, Evolution, Behavior and Systematic, URBAN-RURAL GRADIENT, Earth and Environmental Sciences, Environnement et Société, [SDE.BE]Environmental Sciences/Biodiversity and Ecology
Abstract

Source at https://doi.org/10.1002/ece3.2579. The PREDICTS project—Projecting Responses of Ecological Diversity In Changing Terrestrial Systems (www.predicts.org.uk)—has collated from published studies a large, reasonably representative database of comparable samples of biodiversity from multiple sites that differ in the nature or intensity of human impacts relating to land use. We have used this evidence base to develop global and regional statistical models of how local biodiversity responds to these measures. We describe and make freely available this 2016 release of the database, containing more than 3.2 million records sampled at over 26,000 locations and representing over 47,000 species. We outline how the database can help in answering a range of questions in ecology and conservation biology. To our knowledge, this is the largest and most geographically and taxonomically representative database of spatial comparisons of biodiversity that has been collated to date; it will be useful to researchers and international efforts wishing to model and understand the global status of biodiversity.

Published
2017

48. Scanning accuracy and precision in 4 intraoral scanners: an in vitro comparison based on 3-dimensional analysis.

Author

Nedelcu RG and Persson AS

Subjects
Alloys, Calcium Sulfate chemistry, Coated Materials, Biocompatible chemistry, Computer-Aided Design standards, Dental Alloys chemistry, Dental Casting Investment chemistry, Dental Materials chemistry, Humans, Lasers, Microscopy, Confocal, Optical Devices standards, Optical Devices statistics & numerical data, Polymethyl Methacrylate chemistry, Refractometry, Reproducibility of Results, Surface Properties, Titanium chemistry, Zirconium chemistry, Computer-Aided Design statistics & numerical data, Dental Impression Technique instrumentation, Imaging, Three-Dimensional statistics & numerical data
Abstract

Statement of Problem: Intraoral scanners may use proprietary acquisition and manufacturing processes. However, limited information is available regarding their accuracy, their precision, and the influence that refraction or coating may have on their output., Purpose: The purpose of the study was to evaluate the scanning accuracy and precision of 4 intraoral scanners and to assess the influence of different test materials and coating thicknesses., Material and Methods: Models were fabricated in 3 materials (polymethyl methacrylate [Telio CAD], titanium, and zirconia) and reference scanned with an industrial optical scanner. The models were scanned with intraoral scanners (3M Lava COS, Cerec AC/Bluecam, E4D, and iTero). A thick layer of coating was applied and scanned (3M Lava COS). Further evaluation on a gypsum cast was undertaken for the E4D system. Data were evaluated by using 3-dimensional analysis with "3D compare" software commands (3D compare analysis) regarding standard, mean, and maximum deviations, with subsequent statistical analysis., Results: The 3M Lava COS, Cerec AC/Bluecam, and iTero generally displayed similar results regarding deviations. Maximum deviations, however, increased by several factors for the noncoating scanners (iTero and E4D). Statistical significance was found regarding material properties for noncoating scanners (P<.05). iTero displayed consistent material-specific, localized errors on the translucent material (Telio CAD). E4D showed the largest deviations. Scans of the gypsum cast displayed specific localized areas with greater deviations. Excessive coating was nonsignificant., Conclusions: Significant differences were found between the coating and noncoating scanners, and specific scanning errors for the system with parallel confocal microscopy were found for certain model materials. Specific areas of sizable deviations for the system with laser triangulation technology can be explained by the scanner design and noncoating technology. Excessive coating had no negative effect., (Copyright © 2014 Editorial Council for the Journal of Prosthetic Dentistry. Published by Elsevier Inc. All rights reserved.)

Published
2014
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49. Digitization of simulated clinical dental impressions: virtual three-dimensional analysis of exactness.

Author

Persson AS, Odén A, Andersson M, and Sandborgh-Englund G

Subjects
Calcium Sulfate chemistry, Crowns, Cuspid anatomy & histology, Dental Arch anatomy & histology, Dental Impression Materials chemistry, Dental Materials chemistry, Humans, Incisor anatomy & histology, Lasers, Mandible anatomy & histology, Models, Dental, Molar anatomy & histology, Polyvinyls chemistry, Siloxanes chemistry, Surface Properties, Tooth Preparation, Prosthodontic, Computer-Aided Design instrumentation, Dental Impression Technique instrumentation, Image Processing, Computer-Assisted methods, Imaging, Three-Dimensional methods, User-Computer Interface
Abstract

Objectives: To compare the exactness of simulated clinical impressions and stone replicas of crown preparations, using digitization and virtual three-dimensional analysis., Methods: Three master dies (mandibular incisor, canine and molar) were prepared for full crowns, mounted in full dental arches in a plane line articulator. Eight impressions were taken using an experimental monophase vinyl polysiloxane-based material. Stone replicas were poured in type IV stone (Vel-Mix Stone; Kerr). The master dies and the stone replicas were digitized in a touch-probe scanner (Procera) Forte; Nobel Biocare AB) and the impressions in a laser scanner (D250, 3Shape A/S), to create virtual models. The resulting point-clouds from the digitization of the master dies were used as CAD-Reference-Models (CRM). Discrepancies between the points in the pointclouds and the corresponding CRM were measured by a matching-software (CopyCAD 6.504 SP2; Delcam Plc). The distribution of the discrepancies was analyzed and depicted on color-difference maps., Results: The discrepancies of the digitized impressions and the stone replicas compared to the CRM were of similar size with a mean+/-SD within 40microm, with the exception of two of the digitized molar impressions. The precision of the digitized impressions and stone replicas did not differ significantly (F=4.2; p=0.053). However, the shape affected the digitization (F=5.4; p=0.013) and the interaction effect of shape and digitization source (impression or stone replica) was pronounced (F=28; p<0.0001). The reliability was high for both digitization methods, evaluated by repeated digitizations., Significance: The exactness of the digitized impressions varied with shape. Both impressions and stone replicas can be digitized repeatedly with a high reliability.

Published
2009
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50. Computer aided analysis of digitized dental stone replicas by dental CAD/CAM technology.

Author

Persson AS, Andersson M, Odén A, and Sandborgh-Englund G

Subjects
Bicuspid anatomy & histology, Calcium Sulfate chemistry, Crowns, Cuspid anatomy & histology, Dental Impression Materials chemistry, Dental Porcelain chemistry, Humans, Incisor anatomy & histology, Molar anatomy & histology, Polyvinyls chemistry, Reproducibility of Results, Siloxanes chemistry, Software, Surface Properties, Yttrium chemistry, Zirconium chemistry, Computer-Aided Design, Dental Prosthesis Design, Image Processing, Computer-Assisted methods, Models, Dental
Abstract

Objectives: To determine the reproducibility of digitized dental stone replicas compared to the master model and the reliability of the computer aided analysis., Methods: Four master dies, prepared for complete crowns were fabricated in presintered yttria-stabilized tetragonal zirconia (Y-TZP). Eight vinyl polysiloxane impressions (PROVIL novo; Heraeus Kulzer) were taken of each die and stone replicas were poured in type IV stone (Vel-Mix Stone; Kerr). The master dies and the stone replicas were digitized in a touch-probe scanner (Procera Forte; Nobel Biocare AB), to create triangulated surface-models. The point-cloud from the first of the repeated digitizations of each master die was used as CAD-reference-models (CRM). Discrepancies between the points in the triangulated surface-models and the corresponding CRM were measured by a matching-software (CopyCAD 6.504 SP2; Delcam Plc). The distribution of the discrepancies was analyzed and presented in color-difference-maps., Results: The precision of the measuring method, presented as the repeatability coefficient, ranged between 7 and 16 microm (entire surface), whereas the analysis of the stone replicas revealed a precision (repeatability coefficient) ranging from 19 to 26 microm. The accuracy of the replica to master (the mean discrepancy) ranged from 0.5 to 2.0 microm (95% confidence interval 1.5-2.9 microm)., Significance: The greatest precision of the measurement was seen in the jacket surface of the die. The size of the stone replicas varied and the repeatability coefficient was on average 15 microm (2-25 microm) greater for the replica-to-master alignment than the repeated digitizations of the master.

Published
2008
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