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1. Strong floristic distinctiveness across Neotropical successional forests.

Author

Jakovac, Catarina, Meave, Jorge, Bongers, Frans, Letcher, Susan, Dupuy, Juan, Piotto, Daniel, Rozendaal, Danaë, Peña-Claros, Marielos, Craven, Dylan, Santos, Braulio, Siminski, Alexandre, Fantini, Alfredo, Rodrigues, Alice, Hernández-Jaramillo, Alma, Idárraga, Alvaro, Junqueira, André, Zambrano, Angelica, de Jong, Ben, Pinho, Bruno, Finegan, Bryan, Castellano-Castro, Carolina, Zambiazi, Daisy, Dent, Daisy, García, Daniel, Kennard, Deborah, Delgado, Diego, Broadbent, Eben, Ortiz-Malavassi, Edgar, Pérez-García, Eduardo, Lebrija-Trejos, Edwin, Berenguer, Erika, Marín-Spiotta, Erika, Alvarez-Davila, Esteban, de Sá Sampaio, Everardo, Melo, Felipe, Elias, Fernando, França, Filipe, Oberleitner, Florian, Mora, Francisco, Williamson, G, Colletta, Gabriel, Cabral, George, Derroire, Géraldine, Fernandes, Geraldo, van der Wal, Hans, Teixeira, Heitor, Vester, Henricus, García, Hernando, Vieira, Ima, Jiménez-Montoya, Jaider, de Almeida-Cortez, Jarcilene, Hall, Jefferson, Chave, Jerome, Zimmerman, Jess, Nieto, Jhon, Ferreira, Joice, Rodríguez-Velázquez, Jorge, Ruíz, Jorge, Barlow, Jos, Aguilar-Cano, José, Hernández-Stefanoni, José, Engel, Julien, Becknell, Justin, Zanini, Kátia, Lohbeck, Madelon, Tabarelli, Marcelo, Romero-Romero, Marco, Uriarte, Maria, Veloso, Maria, Espírito-Santo, Mário, van der Sande, Masha, van Breugel, Michiel, Martínez-Ramos, Miguel, Schwartz, Naomi, Norden, Natalia, Pérez-Cárdenas, Nathalia, González-Valdivia, Noel, Petronelli, Pascal, Balvanera, Patricia, Massoca, Paulo, Brancalion, Pedro, Villa, Pedro, Hietz, Peter, Ostertag, Rebecca, López-Camacho, René, César, Ricardo, Mesquita, Rita, Chazdon, Robin, Muñoz, Rodrigo, DeWalt, Saara, Müller, Sandra, Durán, Sandra, Martins, Sebastião, Ochoa-Gaona, Susana, Rodríguez-Buritica, Susana, Aide, T, Bentos, Tony, de S Moreno, Vanessa, Granda, Vanessa, and Thomas, Wayt

Abstract

Forests that regrow naturally on abandoned fields are important for restoring biodiversity and ecosystem services, but can they also preserve the distinct regional tree floras? Using the floristic composition of 1215 early successional forests (≤20 years) in 75 human-modified landscapes across the Neotropic realm, we identified 14 distinct floristic groups, with a between-group dissimilarity of 0.97. Floristic groups were associated with location, bioregions, soil pH, temperature seasonality, and water availability. Hence, there is large continental-scale variation in the species composition of early successional forests, which is mainly associated with biogeographic and environmental factors but not with human disturbance indicators. This floristic distinctiveness is partially driven by regionally restricted species belonging to widespread genera. Early secondary forests contribute therefore to restoring and conserving the distinctiveness of bioregions across the Neotropical realm, and forest restoration initiatives should use local species to assure that these distinct floras are maintained.

Published
2022

2. A IMPORTÂNCIA DE ESTRATÉGIAS NA PROMOÇÃO DA SAÚDE BUCAL NA GESTAÇÃO

Author

Franco, Luana de Sousa, primary, Matias, Mara Ramel de Sousa Silva, additional, França, Caio César Silva, additional, Sousa, Erick Thiago de, additional, Tavares, Carolina Pereira, additional, Abreu, Natanielly Oliveira de, additional, Rocha, Dalmária da Silva Raul, additional, Ibiapina, Camila Cardoso, additional, Feitosa, Ana Caroline Chagas Silva, additional, Santos, Fernanda Noleto, additional, Silva, Maria Elisângela da, additional, and Mesquita, Rita Flávia, additional

Published
2022
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4. Biodiversity recovery of Neotropical secondary forests.

Author

Rozendaal, Danaë MA, Bongers, Frans, Aide, T Mitchell, Alvarez-Dávila, Esteban, Ascarrunz, Nataly, Balvanera, Patricia, Becknell, Justin M, Bentos, Tony V, Brancalion, Pedro HS, Cabral, George AL, Calvo-Rodriguez, Sofia, Chave, Jerome, César, Ricardo G, Chazdon, Robin L, Condit, Richard, Dallinga, Jorn S, de Almeida-Cortez, Jarcilene S, de Jong, Ben, de Oliveira, Alexandre, Denslow, Julie S, Dent, Daisy H, DeWalt, Saara J, Dupuy, Juan Manuel, Durán, Sandra M, Dutrieux, Loïc P, Espírito-Santo, Mario M, Fandino, María C, Fernandes, G Wilson, Finegan, Bryan, García, Hernando, Gonzalez, Noel, Moser, Vanessa Granda, Hall, Jefferson S, Hernández-Stefanoni, José Luis, Hubbell, Stephen, Jakovac, Catarina C, Hernández, Alma Johanna, Junqueira, André B, Kennard, Deborah, Larpin, Denis, Letcher, Susan G, Licona, Juan-Carlos, Lebrija-Trejos, Edwin, Marín-Spiotta, Erika, Martínez-Ramos, Miguel, Massoca, Paulo ES, Meave, Jorge A, Mesquita, Rita CG, Mora, Francisco, Müller, Sandra C, Muñoz, Rodrigo, de Oliveira Neto, Silvio Nolasco, Norden, Natalia, Nunes, Yule RF, Ochoa-Gaona, Susana, Ortiz-Malavassi, Edgar, Ostertag, Rebecca, Peña-Claros, Marielos, Pérez-García, Eduardo A, Piotto, Daniel, Powers, Jennifer S, Aguilar-Cano, José, Rodriguez-Buritica, Susana, Rodríguez-Velázquez, Jorge, Romero-Romero, Marco Antonio, Ruíz, Jorge, Sanchez-Azofeifa, Arturo, de Almeida, Arlete Silva, Silver, Whendee L, Schwartz, Naomi B, Thomas, William Wayt, Toledo, Marisol, Uriarte, Maria, de Sá Sampaio, Everardo Valadares, van Breugel, Michiel, van der Wal, Hans, Martins, Sebastião Venâncio, Veloso, Maria DM, Vester, Hans FM, Vicentini, Alberto, Vieira, Ima CG, Villa, Pedro, Williamson, G Bruce, Zanini, Kátia J, Zimmerman, Jess, and Poorter, Lourens

Subjects
Conservation of Natural Resources, Ecosystem, Biodiversity, Tropical Climate, Geography, Forests
Abstract

Old-growth tropical forests harbor an immense diversity of tree species but are rapidly being cleared, while secondary forests that regrow on abandoned agricultural lands increase in extent. We assess how tree species richness and composition recover during secondary succession across gradients in environmental conditions and anthropogenic disturbance in an unprecedented multisite analysis for the Neotropics. Secondary forests recover remarkably fast in species richness but slowly in species composition. Secondary forests take a median time of five decades to recover the species richness of old-growth forest (80% recovery after 20 years) based on rarefaction analysis. Full recovery of species composition takes centuries (only 34% recovery after 20 years). A dual strategy that maintains both old-growth forests and species-rich secondary forests is therefore crucial for biodiversity conservation in human-modified tropical landscapes.

Published
2019

6. Persistent effects of fragmentation on tropical rainforest canopy structure after 20 yr of isolation

Author

Almeida, Danilo R. A., Stark, Scott C., Schietti, Juliana, Camargo, Jose L. C., Amazonas, Nino T., Gorgens, Eric B., Rosa, Diogo M., Smith, Marielle N., Valbuena, Ruben, Saleska, Scott, Andrade, Ana, Mesquita, Rita, Laurance, Susan G., Laurance, William F., Lovejoy, Thomas E., Broadbent, Eben N., Shimabukuro, Yosio E., Parker, Geoffrey G., Lefsky, Michael, Silva, Carlos A., and Brancalion, Pedro H. S.

Published
2019

8. Wet and dry tropical forests show opposite successional pathways in wood density but converge over time

Author

Poorter, Lourens, Rozendaal, Danaë M. A., Bongers, Frans, de Almeida-Cortez, Jarcilene S., Almeyda Zambrano, Angélica María, Álvarez, Francisco S., Andrade, José Luís, Villa, Luis Felipe Arreola, Balvanera, Patricia, Becknell, Justin M., Bentos, Tony V., Bhaskar, Radika, Boukili, Vanessa, Brancalion, Pedro H. S., Broadbent, Eben N., César, Ricardo G., Chave, Jerome, Chazdon, Robin L., Colletta, Gabriel Dalla, Craven, Dylan, de Jong, Ben H. J., Denslow, Julie S., Dent, Daisy H., DeWalt, Saara J., García, Elisa Díaz, Dupuy, Juan Manuel, Durán, Sandra M., Espírito Santo, Mário M., Fandiño, María C., Fernandes, Geraldo Wilson, Finegan, Bryan, Moser, Vanessa Granda, Hall, Jefferson S., Hernández-Stefanoni, José Luis, Jakovac, Catarina C., Junqueira, André B., Kennard, Deborah, Lebrija-Trejos, Edwin, Letcher, Susan G., Lohbeck, Madelon, Lopez, Omar R., Marín-Spiotta, Erika, Martínez-Ramos, Miguel, Martins, Sebastião V., Massoca, Paulo E. S., Meave, Jorge A., Mesquita, Rita, Mora, Francisco, de Souza Moreno, Vanessa, Müller, Sandra C., Muñoz, Rodrigo, Muscarella, Robert, de Oliveira Neto, Silvio Nolasco, Nunes, Yule R. F., Ochoa-Gaona, Susana, Paz, Horacio, Peña-Claros, Marielos, Piotto, Daniel, Ruíz, Jorge, Sanaphre-Villanueva, Lucía, Sanchez-Azofeifa, Arturo, Schwartz, Naomi B., Steininger, Marc K., Thomas, William Wayt, Toledo, Marisol, Uriarte, Maria, Utrera, Luis P., van Breugel, Michiel, van der Sande, Masha T., van der Wal, Hans, Veloso, Maria D. M., Vester, Hans F. M., Vieira, Ima C. G., Villa, Pedro Manuel, Williamson, G. Bruce, Wright, S. Joseph, Zanini, Kátia J., Zimmerman, Jess K., and Westoby, Mark

Published
2019
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11. Demographic Drivers of Aboveground Biomass Dynamics During Secondary Succession in Neotropical Dry and Wet Forests

Author

Rozendaal, Danaë M. A., Chazdon, Robin L., Arreola-Villa, Felipe, Balvanera, Patricia, Bentos, Tony V., Dupuy, Juan M., Hernández-Stefanoni, J. Luis, Jakovac, Catarina C., Lebrija-Trejos, Edwin E., Lohbeck, Madelon, Martínez-Ramos, Miguel, Massoca, Paulo E. S., Meave, Jorge A., Mesquita, Rita C. G., Mora, Francisco, Pérez-García, Eduardo A., Romero-Pérez, I. Eunice, Saenz-Pedroza, Irving, van Breugel, Michiel, Williamson, G. Bruce, and Bongers, Frans

Published
2017

12. An Amazonian Forest and Its Fragments as a Laboratory of Global Change

Author

Laurance, William F., Camargo, José L. C., Fearnside, Philip M., Lovejoy, Thomas E., Williamson, G. Bruce, Mesquita, Rita C. G., Meyer, Christoph F. J., Bobrowiec, Paulo E. D., Laurance, Susan G. W., Caldwell, Martyn M., Series editor, Díaz, Sandra, Series editor, Heldmaier, Gerhard, Series editor, Jackson, Robert B., Series editor, Lange, Otto L., Series editor, Levia, Delphis F., Series editor, Mooney, Harold A., Series editor, Schulze, Ernst-Detlef, Series editor, Sommer, Ulrich, Series editor, Nagy, Laszlo, editor, Forsberg, Bruce R., editor, and Artaxo, Paulo, editor

Published
2016
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14. Ecological integrity of tropical secondary forests : concepts and indicators

Author

Rosenfield, Milena F., Jakovac, Catarina C., Vieira, Daniel L.M., Poorter, Lourens, Brancalion, Pedro H.S., Vieira, Ima C.G., de Almeida, Danilo R.A., Massoca, Paulo, Schietti, Juliana, Albernaz, Ana Luisa M., Ferreira, Marciel J., Mesquita, Rita C.G., Rosenfield, Milena F., Jakovac, Catarina C., Vieira, Daniel L.M., Poorter, Lourens, Brancalion, Pedro H.S., Vieira, Ima C.G., de Almeida, Danilo R.A., Massoca, Paulo, Schietti, Juliana, Albernaz, Ana Luisa M., Ferreira, Marciel J., and Mesquita, Rita C.G.

Abstract

Naturally regenerating forests or secondary forests (SFs) are a promising strategy for restoring large expanses of tropical forests at low cost and with high environmental benefits. This expectation is supported by the high resilience of tropical forests after natural disturbances, yet this resilience can be severely reduced by human impacts. Assessing the characteristics of SFs and their ecological integrity (EI) is essential to evaluating their role for conservation, restoration, and provisioning of ecosystem services. In this study, we aim to propose a concept and indicators that allow the assessment and classification of the EI of SFs. To this end, we review the literature to assess how EI has been addressed in different ecosystems and which indicators of EI are most commonly used for tropical forests. Building upon this knowledge we propose a modification of the concept of EI to embrace SFs and suggest indicators of EI that can be applied to different successional stages or stand ages. Additionally, we relate these indicators to ecosystem service provision in order to support the practical application of the theory. EI is generally defined as the ability of ecosystems to support and maintain composition, structure and function similar to the reference conditions of an undisturbed ecosystem. This definition does not consider the temporal dynamics of recovering ecosystems, such as SFs. Therefore, we suggest incorporation of an optimal successional trajectory as a reference in addition to the old-growth forest reference. The optimal successional trajectory represents the maximum EI that can be attained at each successional stage in a given region and enables the evaluation of EI at any given age class. We further suggest a list of indicators, the main ones being: compositional indicators (species diversity/richness and indicator species); structural indicators (basal area, heterogeneity of basal area and canopy cover); function indicators (tree growth and mortalit

Published
2023

15. Logging On in the Rain Forest

Author

Gascon, Claude, Mesquita, Rita, Higuchi, Niro, Cabarle, Bruce J., Hartshorn, Gary S., Bowles, Ian A., Rice, Richard E., and Mittermeier, Russell A.

Published
1998

16. Diverse anthropogenic disturbances shift Amazon forests along a structural spectrum

Author

Smith, Marielle N, primary, Stark, Scott C, additional, Taylor, Tyeen C, additional, Schietti, Juliana, additional, de Almeida, Danilo Roberti Alves, additional, Aragón, Susan, additional, Torralvo, Kelly, additional, Lima, Albertina P, additional, de Oliveira, Gabriel, additional, de Assis, Rafael Leandro, additional, Leitold, Veronika, additional, Pontes‐Lopes, Aline, additional, Scoles, Ricardo, additional, de Sousa Vieira, Luciana Cristina, additional, Resende, Angelica Faria, additional, Coppola, Alysha I, additional, Brandão, Diego Oliveira, additional, de Athaydes Silva Junior, João, additional, Lobato, Laura F, additional, Freitas, Wagner, additional, Almeida, Daniel, additional, Souza, Mendell S, additional, Minor, David M, additional, Villegas, Juan Camilo, additional, Law, Darin J, additional, Gonçalves, Nathan, additional, da Rocha, Daniel Gomes, additional, Guedes, Marcelino Carneiro, additional, Tonini, Hélio, additional, da Silva, Kátia Emídio, additional, van Haren, Joost, additional, Rosa, Diogo Martins, additional, do Valle, Dalton Freitas, additional, Cordeiro, Carlos Leandro, additional, de Lima, Nicolas Zaslavsky, additional, Shao, Gang, additional, Menor, Imma Oliveras, additional, Conti, Georgina, additional, Florentino, Ana Paula, additional, Montti, Lía, additional, Aragão, Luiz EOC, additional, McMahon, Sean M, additional, Parker, Geoffrey G, additional, Breshears, David D, additional, Da Costa, Antonio Carlos Lola, additional, Magnusson, William E, additional, Mesquita, Rita, additional, Camargo, José Luís C, additional, de Oliveira, Raimundo C, additional, de Camargo, Plinio B, additional, Saleska, Scott R, additional, and Nelson, Bruce Walker, additional

Published
2023
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17. Ecological integrity of tropical secondary forests: concepts and indicators

Author

Rosenfield, Milena F., primary, Jakovac, Catarina C., additional, Vieira, Daniel L. M., additional, Poorter, Lourens, additional, Brancalion, Pedro H. S., additional, Vieira, Ima C. G., additional, de Almeida, Danilo R. A., additional, Massoca, Paulo, additional, Schietti, Juliana, additional, Albernaz, Ana Luisa M., additional, Ferreira, Marciel J., additional, and Mesquita, Rita C. G., additional

Published
2022
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18. A comparison of portfolio construction strategies: evidence from the UK

Author

Mesquita, Rita Sofia Costa, Areal, Nelson, and Universidade do Minho

Subjects
Equally weighted portfolio, Estimation window, Portfolio de variância mínima, Minimum-variance portfolio, Shrinkage method, Vendas a descoberto, Short selling, Ciências Sociais::Economia e Gestão, Portfolio de tangência, Tangency portfolio, Método de shrinkage, Portfolio igualmente ponderado, Janela de estimação
Abstract

Dissertação de mestrado em Finanças, Nesta dissertação são construídas e comparadas três estratégias diferentes, a de variância mínima (VM), a igualmente ponderadas e a de tangência. O objetivo é ajudar os investidores a compreender qual a melhor estratégia para investirem. Além disso, é avaliar o impacto de algumas variáveis no desempenho do portfolio, como o número de meses utilizados na janela de estimação, as restrições de vendas a descoberto e a utilização de métodos distintos de shrinkage. As medidas de avaliação utilizadas são o Sharpe ratio e a regressão de cinco fatores de Fama e French. As principais conclusões são que as vendas a descoberto, a janela de estimação utilizada, e o método de shrinkage, todos têm impacto no desempenho do portfolio. As estratégias com restrições de vendas a descoberto, janela de estimação mais pequena, ou portfolios que utilizaram o método de Ledoit e Wolf (2004), apresentam um desempenho melhor do que as estratégias equivalentes. O portfolio com um Sharpe ratio mais elevado é o de tangência sem vendas a descoberto e com uma janela de estimação de 30 meses. Considerando as outras estratégias, as estratégias de VM superam os portfolios igualmente ponderados. A estratégia de VM também supera a de tangência com vendas a descoberto, no entanto, não supera a de tangência sem vendas a descoberto. A estratégia de tangência sem de vendas a descoberto supera os portfolios igualmente ponderados, no entanto, o portfolio de tangência com vendas a descoberto não supera o igualmente ponderado. Para as estratégias de VM de com vendas a descoberto, os fatores do mercado, do SMB e do RMW são estatisticamente significativos para um nível de 0.1%. O fator de mercado tem impacto no portfolio de tangência com vendas a descoberto e com uma janela de estimação de 60 meses, mas apenas para um nível de significância de 5%. O fator CMA é apenas estatisticamente significativo para o portfolio de VM com vendas a descoberto que usa o método de Ledoit e Wolf (2004) e para a estratégia de VM com vendas a descoberto, janela de estimação de 60 meses e que usam o método Ledoit e Wolf (2020). Para as estratégias de VM com vendas a descoberto e que usaram o método de Ledoit e do Wolf (2020), o fator HML é estatisticamente significativo para um nível de significância de 5%., In this research, three different portfolio strategies are compared with each other, the minimum-variance (MV), the equally weighted (EW) and the tangency portfolios. The aim is to analyze the ex-post performance of these strategies and to understand the impact of changing the size of the estimation window, the restrictions on short selling and use of distinct shrinkage methods. The evaluation measures used are the Sharpe ratio and Fama and French five factors model. The main conclusions are that short sales, the estimation window, and the shrinkage method, all have impact on the portfolio performance. Portfolios with short sales restrictions, or lower estimation window, or portfolios that used Ledoit and Wolf (2004) method, perform better than the equivalent portfolios. The portfolio with a higher Sharpe ratio is the long-only tangency one with an estimation window of 30 months. Regarding the other strategies, the MV portfolios outperforms the EW one. The MV portfolio also outperforms the long-short tangency strategy, however, does not outperform the long-only tangency portfolio. Finally, the long-only tangency outperforms the equally weighted one, however, the long-short tangency portfolio does not outperform the equally weighted strategy. Only the long-short minimum variance portfolios regardless of the shrinkage method used or the estimation window, and the long-short tangency portfolio with an estimation window of 60 months have factors that are statistically significant. For the long-short minimum variance portfolios, the market, the SMB and the RMW factors are all statistically significant for a significance level of 0.1%. The long-short tangency portfolio with an estimation window of 60 months, similar to the strategies mentioned, is impacted by the market factor, but only for 5% significance level. The CMA factor is only statistically significant for the long-short minimum variance portfolio that used the Ledoit and Wolf (2004) shrinkage estimator and for the long-short minimum variance strategy with an estimation window of 60 months and that use Ledoit and Wolf (2020) shrinkage method. For the long-short minimum variance strategies that used Ledoit and Wolf (2020) shrinkage estimator, the HML factor is statistically significant for a significance level of 5%.

Published
2022

19. Environmental gradients and the evolution of successional habitat specialization: a test case with 14 Neotropical forest sites

Author

Letcher, Susan G., Lasky, Jesse R., Chazdon, Robin L., Norden, Natalia, Wright, S. Joseph, Meave, Jorge A., Pérez-García, Eduardo A., Muñoz, Rodrigo, RomeroPérez, Eunice, Andrade, Ana, Andrade, José Luis, Balvanera, Patricia, Becknell, Justin M., Bentos, Tony V., Bhaskar, Radika, Bongers, Frans, Boukili, Vanessa, Brancalion, Pedro H. S., César, Ricardo G., Clark, Deborah A., Clark, David B., Craven, Dylan, DeFrancesco, Alexander, Dupuy, Juan M., Finegan, Bryan, GonzálezJiménez, Eugenio, Hall, Jefferson S., Harms, Kyle E., Hernández-Stefanoni, José Luis, Hietz, Peter, Kennard, Deborah, Killeen, Timothy J., Laurance, Susan G., LebrijaTrejos, Edwin E., Lohbeck, Madelon, Martínez-Ramos, Miguel, Massoca, Paulo E. S., Mesquita, Rita C. G., Mora, Francisco, Muscarella, Robert, Paz, Horacio, PinedaGarcía, Fernando, Powers, Jennifer S., Quesada-Monge, Ruperto, Rodrigues, Ricardo R., Sandor, Manette E., Sanaphre-Villanueva, Lucía, Schüller, Elisabeth, Swenson, Nathan G., Tauro, Alejandra, Uriarte, María, van Breugel, Michiel, VargasRamírez, Orlando, Viani, Ricardo A. G., Wendt, Amanda L., and Williamson, G. Bruce

Published
2015

23. THE IMPORTANCE OF STRATEGIES IN PROMOTING ORAL HEALTH IN PREGNANCY

Author

Franco, Luana de Sousa, primary, Matias, Mara Ramel de Sousa Silva, additional, França, Caio César Silva, additional, Sousa, Erick Thiago de, additional, Tavares, Carolina Pereira, additional, Abreu, Natanielly Oliveira de, additional, Rocha, Dalmária da Silva Raul, additional, Ibiapina, Camila Cardoso, additional, Feitosa, Ana Caroline Chagas Silva, additional, Santos, Fernanda Noleto, additional, Silva, Maria Elisângela da, additional, and Mesquita, Rita Flávia, additional

Published
2022
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26. Global maps of soil temperature

Author

Winkler, Manuela, Plichta, Roman, Buysse, Pauline, Lohila, Annalea, Spicher, Fabien, Boeckx, Pascal, Wild, Jan, Feigenwinter, Iris, Olejnik, Janusz, Risch, Anita, Khuroo, Anzar, Lynn, Joshua, di Cella, Umberto, Schmidt, Marius, Urbaniak, Marek, Marchesini, Luca, Govaert, Sanne, Uogintas, Domas, Assis, Rafael, Medinets, Volodymyr, Abdalaze, Otar, Varlagin, Andrej, Dolezal, Jiri, Myers, Jonathan, Randall, Krystal, Bauters, Marijn, Jimenez, Juan, Stoll, Stefan, Petraglia, Alessandro, Mazzolari, Ana, Ogaya, Romà, Tyystjärvi, Vilna, Hammerle, Albin, Wipf, Sonja, Lorite, Juan, Fanin, Nicolas, Benavides, Juan, Scholten, Thomas, Yu, Zicheng, Veen, G., Treier, Urs, Candan, Onur, Bell, Michael, Hörtnagl, Lukas, Siebicke, Lukas, Vives-Ingla, Maria, Eugster, Werner, Grelle, Achim, Stemkovski, Michael, Theurillat, Jean-Paul, Matula, Radim, Dorrepaal, Ellen, Steinbrecher, Rainer, Alatalo, Juha, Fenu, Giuseppe, Arzac, Alberto, Homeier, Jürgen, Porro, Francesco, Robinson, Sharon, Ghosn, Dany, Haugum, Siri, Ziemblińska, Klaudia, Camargo, José, Zhao, Peng, Niittynen, Pekka, Liljebladh, Bengt, Normand, Signe, Dias, Arildo, Larson, Christian, Peichl, Matthias, Collier, Laura, Myers-Smith, Isla, Zong, Shengwei, Kašpar, Vít, Cooper, Elisabeth, Haider, Sylvia, von Oppen, Jonathan, Cutini, Maurizio, Benito-Alonso, José-Luis, Luoto, Miska, Klemedtsson, Leif, Higgens, Rebecca, Zhang, Jian, Speed, James, Nijs, Ivan, Macek, Martin, Steinwandter, Michael, Poyatos, Rafael, Niedrist, Georg, Curasi, Salvatore, Yang, Yan, Dengler, Jürgen, Géron, Charly, de Pablo, Miguel, Xenakis, Georgios, Kreyling, Juergen, Forte, Tai, Bailey, Joseph, Knohl, Alexander, Goulding, Keith, Wilkinson, Matthew, Kljun, Natascha, Roupsard, Olivier, Stiegler, Christian, Verbruggen, Erik, Wingate, Lisa, Lamprecht, Andrea, Hamid, Maroof, Rossi, Graziano, Descombes, Patrice, Hrbacek, Filip, Bjornsdottir, Katrin, Poulenard, Jérôme, Meeussen, Camille, Guénard, Benoit, Venn, Susanna, Dimarco, Romina, Man, Matěj, Scharnweber, Tobias, Chown, Steven, Pio, Casimiro, Way, Robert, Erickson, Todd, Fernández-Pascual, Eduardo, Pușcaș, Mihai, Orsenigo, Simone, Di Musciano, Michele, Enquist, Brian, Newling, Emily, Tagesson, Torbern, Kemppinen, Julia, Serra-Diaz, Josep, Gottschall, Felix, Schuchardt, Max, Pitacco, Andrea, Jump, Alistair, Exton, Dan, Carnicer, Jofre, Aschero, Valeria, Urban, Anastasiya, Daskalova, Gergana, Santos, Cinthya, Goeckede, Mathias, Bruna, Josef, Andrews, Christopher, Jónsdóttir, Ingibjörg, Casanova-Katny, Angélica, Moriana-Armendariz, Mikel, Ewers, Robert, Pärtel, Meelis, Sagot, Clotilde, Herbst, Mathias, De Frenne, Pieter, Milbau, Ann, Gobin, Anne, Alexander, Jake, Kopecký, Martin, Buchmann, Nina, Kotowska, Martyna, Puchalka, Radoslaw, Penuelas, Josep, Gigauri, Khatuna, Prokushkin, Anatoly, Moiseev, Pavel, Jentsch, Anke, Klisz, Marcin, Barrio, Isabel, Ammann, Christof, Panov, Alexey, Van Geel, Maarten, Finckh, Manfred, Vaccari, Francesco, Erschbamer, Brigitta, Backes, Amanda, Robroek, Bjorn, Campoe, Otávio, Ahmadian, Negar, Boike, Julia, Thomas, Haydn, Pastor, Ada, Smith, Stuart, Pauli, Harald, Kollár, Jozef, de Cássia Guimarães Mesquita, Rita, Michaletz, Sean, Fuentes-Lillo, Eduardo, Urban, Josef, Greenwood, Sarah, Lens, Luc, Van de Vondel, Stijn, Vitale, Luca, Remmele, Sabine, Naujokaitis-Lewis, Ilona, Meusburger, Katrin, Cremonese, Edoardo, Barros, Agustina, Bokhorst, Stef, Svátek, Martin, Allonsius, Camille, Høye, Toke, Smiljanic, Marko, Hik, David, Canessa, Rafaella, van den Hoogen, Johan, Altman, Jan, Björkman, Mats, Cesarz, Simone, Blonder, Benjamin, Kazakis, George, Opedal, Øystein, Assmann, Jakob, Tanentzap, Andrew, Sidenko, Nikita, le Maire, Guerric, Ursu, Tudor-Mihai, Montagnani, Leonardo, Muffler, Lena, Hederová, Lucia, Rubtsov, Alexey, Pauchard, Aníbal, Tielbörger, Katja, Sørensen, Mia, Crowther, Thomas, Remmers, Wolfram, Pitteloud, Camille, Zyryanov, Viacheslav, Nilsson, Matts, Bazzichetto, Manuele, Sallo-Bravo, Jhonatan, Moiseev, Dmitry, Spasojevic, Marko, Haase, Peter, Pearse, William, Tutton, Rosamond, Fazlioglu, Fatih, Siqueira, David, Ardö, Jonas, Nardino, Marianna, Tomaselli, Marcello, Pavelka, Marian, García, Rafael, Nosetto, Marcelo, Bon, Matteo, Semenchuk, Philipp, Choler, Philippe, Scott, Tony, Halbritter, Aud, Dušek, Jiří, Mackenzie, Roy, Stanisci, Angela, Nouvellon, Yann, Kovács, Bence, Haesen, Stef, Veenendaal, Elmar, Juszczak, Radoslaw, Verheijen, Frank, de Andrade, Ana, Verbeeck, Hans, Bader, Maaike, RENAULT, David, Zimmermann, Reiner, Ferlian, Olga, Medinets, Sergiy, Walz, Josefine, Rossi, Christian, Rocha, Adrian, Lembrechts, Jonas, Jactel, Hervé, Brum, Barbara, Aartsma, Peter, Kobler, Johannes, Eisenhauer, Nico, Bjerke, Jarle, Pellissier, Loïc, Ueyama, Masahito, Manca, Giovanni, Bahalkeh, Khadijeh, Meysman, Filip, Niessner, Armin, Curtis, Robin, Six, Johan, Saccone, Patrick, Wang, Runxi, Ahrends, Antje, Okello, Joseph, Kolle, Olaf, Portillo-Estrada, Miguel, Laska, Kamil, Freeman, Erika, Di Cecco, Valter, Ashcroft, Michael, Steinbauer, Klaus, Della Chiesa, Stefano, van den Brink, Liesbeth, Herberich, Maximiliane, Loubet, Benjamin, Barančok, Peter, Hermanutz, Luise, Souza, Bartolomeu, Contador, Tamara, Zhang, Zhaochen, Aerts, Rien, Stephan, Jörg, Chojnicki, Bogdan, Manco, Antonio, Larson, Keith, Mondoni, Andrea, Palaj, Andrej, Schmeddes, Jonas, Hepenstrick, Daniel, Järveoja, Järvi, Manise, Tanguy, Barthel, Matti, Marciniak, Felipe, Weigel, Robert, Rixen, Christian, Turtureanu, Pavel, Hoffrén, Raúl, Iwata, Hiroki, Vittoz, Pascal, Wedegärtner, Ronja, Penczykowski, Rachel, Phartyal, Shyam, Sitková, Zuzana, Nagy, Laszlo, Ujházy, Karol, Heinesch, Bernard, Berauer, Bernd, Ogée, Jérôme, Malfasi, Francesco, Greise, Caroline, Helfter, Carole, Mosedale, Jonathan, Senior, Rebecca, Magliulo, Enzo, Nuñez, Martin, García, María, Wohlfahrt, Georg, Carbognani, Michele, Thomas, Andrew, Eklundh, Lars, Erfanian, Mohammad, Villar, Luis, Maier, Regine, Dahlberg, C., Guglielmin, Mauro, Jucker, Tommaso, Kelly, Julia, Olesen, Jørgen, Lang, Simone, Tanneberger, Franziska, Gharun, Mana, Jackowicz-Korczynski, Marcin, Convey, Peter, Aalto, Juha, Scheffers, Brett, Ujházyová, Mariana, Andres, Christian, Arriga, Nicola, Smith-Tripp, Sarah, Kanka, Róbert, Dick, Jan, Leihy, Rachel, Van Meerbeek, Koenraad, Maclean, Ilya, Vangansbeke, Pieter, Pampuch, Timo, Čiliak, Marek, Guillemot, Joannès, Sarneel, Judith, Souza, José, Svoboda, Miroslav, Björk, Robert, Merinero, Sonia, Zellweger, Florian, Simpson, Elizabeth, Cannone, Nicoletta, Abedi, Mehdi, Seipel, Tim, Klinges, David, Máliš, František, Basham, Edmund, Sewerniak, Piotr, Schwartz, Naomi, Trouillier, Mario, Vandvik, Vigdis, Shekhar, Ankit, Munoz-Rojas, Miriam, Nicklas, Lena, Goded, Ignacio, Manolaki, Paraskevi, Radujković, Dajana, Yu, Kailiang, Phoenix, Gareth, Cifuentes, Edgar, Seeber, Julia, Deronde, Bart, Lenoir, Jonathan, Frei, Esther, Wilmking, Martin, Hylander, Kristoffer, Graae, Bente, Calzado, M., Wang, Yifeng, Hampe, Arndt, Somers, Ben, Mörsdorf, Martin, Jastrzebowski, Szymon, Ejtehadi, Hamid, Terrestrial Ecology (TE), Universidad de Alcalá. Departamento de Geología, Geografía y Medio Ambiente, BioGeoClimate Modelling Lab, Department of Geosciences and Geography, Helsinki Institute of Sustainability Science (HELSUS), Institute for Atmospheric and Earth System Research (INAR), Universiteit Antwerpen = University of Antwerpen [Antwerpen], Ecosystèmes, biodiversité, évolution [Rennes] (ECOBIO), Université de Rennes (UR)-Institut Ecologie et Environnement (INEE), Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Observatoire des Sciences de l'Univers de Rennes (OSUR), Université de Rennes (UR)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Centre National de la Recherche Scientifique (CNRS), Ecologie fonctionnelle et écotoxicologie des agroécosystèmes (ECOSYS), AgroParisTech-Université Paris-Saclay-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Laboratoire d'Ecologie Alpine (LECA ), Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA), LTSER Zone Atelier Alpes, Interactions Sol Plante Atmosphère (UMR ISPA), Ecole Nationale Supérieure des Sciences Agronomiques de Bordeaux-Aquitaine (Bordeaux Sciences Agro)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Ecologie fonctionnelle et biogéochimie des sols et des agro-écosystèmes (UMR Eco&Sols), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut de Recherche pour le Développement (IRD)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro Montpellier, 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), Département Performances des systèmes de production et de transformation tropicaux (Cirad-PERSYST), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad), Senckenberg Research Institute and Natural History Museum [Frankfurt], Senckenberg – Leibniz Institution for Biodiversity and Earth System Research - Senckenberg Gesellschaft für Naturforschung, Leibniz Association-Leibniz Association, Biodiversité, Gènes & Communautés (BioGeCo), Université de Bordeaux (UB)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Environnements, Dynamiques et Territoires de Montagne (EDYTEM), Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS), Institut Universitaire de France (IUF), Ministère de l'Education nationale, de l’Enseignement supérieur et de la Recherche (M.E.N.E.S.R.), SILVA (SILVA), AgroParisTech-Université de Lorraine (UL)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Ecologie et Dynamique des Systèmes Anthropisés - UMR CNRS 7058 (EDYSAN), Université de Picardie Jules Verne (UPJV)-Centre National de la Recherche Scientifique (CNRS), 12P1819N, Fonds Wetenschappelijk Onderzoek, ANR-10-LABX-0045,COTE,COntinental To coastal Ecosystems: evolution, adaptability and governance(2010), ANR-13-ISV7-0004,ODYSSEE,De nouvelles voies pour la modélisation des dynamiques d'assemblages d'espèces intégrant l'écologie et l'évolution: le cas des écosystèmes de montagne des Alpes et des Carpates(2013), ANR-20-EBI5-0004,ASICS,ASsessing and mitigating the effects of climate change and biological Invasions on the spatial redistribution of biodiversity in Cold environmentS(2020), ANR-19-CE32-0005,IMPRINT,IMpacts des PRocessus mIcroclimatiques sur la redistributioN de la biodiversiTé forestière en contexte de réchauffement du macroclimat(2019), European Project: 774124 , H2020,H2020-SFS-2017-2,SUPER-G (2018), European Project: 282910,EC:FP7:ENV,FP7-ENV-2011,ECLAIRE(2011), European Project: 641918,H2020,H2020-SC5-2014-two-stage,AfricanBioServices(2015), European Project: 678841,H2020,ERC-2015-STG,NICH(2016), European Project: 871128,eLTER PLUS (2020), European Project: 861974, H2020,SOCIETAL CHALLENGES - Food security, sustainable agriculture and forestry, marine, maritime and inland water research, and the bioeconomy,SustainSahel(2020), Lembrechts, Jonas J [0000-0002-1933-0750], van den Hoogen, Johan [0000-0001-6624-8461], Aalto, Juha [0000-0001-6819-4911], De Frenne, 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Moiseev, Pavel [0000-0003-4808-295X], Mondoni, Andrea [0000-0002-4605-6304], Montagnani, Leonardo [0000-0003-2957-9071], Moriana-Armendariz, Mikel [0000-0001-8251-1338], Morra di Cella, Umberto [0000-0003-4250-9705], Mörsdorf, Martin [0000-0002-3903-2021], Mosedale, Jonathan R [0000-0001-9008-5439], Muffler, Lena [0000-0001-8227-7297], Muñoz-Rojas, Miriam [0000-0002-9746-5191], Myers, Jonathan A [0000-0002-2058-8468], Myers-Smith, Isla H [0000-0002-8417-6112], Nardino, Marianna [0000-0001-9466-8340], Naujokaitis-Lewis, Ilona [0000-0001-9504-4484], Nicklas, Lena [0000-0002-9337-4153], Niedrist, Georg [0000-0002-7511-6273], Nilsson, Mats B [0000-0003-3765-6399], Normand, Signe [0000-0002-8782-4154], Nosetto, Marcelo D [0000-0002-9428-490X], Nouvellon, Yann [0000-0003-1920-3847], Nuñez, Martin A [0000-0003-0324-5479], Ogaya, Romà [0000-0003-4927-8479], Ogée, Jérôme [0000-0002-3365-8584], Okello, Joseph [0000-0003-4462-3923], Olejnik, Janusz [0000-0001-5305-1045], Olesen, Jørgen Eivind 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Rafael [0000-0003-0521-2523], Prokushkin, Anatoly S [0000-0001-8721-2142], Puchalka, Radoslaw [0000-0002-4764-0705], Pușcaș, Mihai [0000-0002-2632-640X], Radujković, Dajana [0000-0003-4981-5879], Randall, Krystal [0000-0003-2507-1000], Ratier Backes, Amanda [0000-0002-7229-578X], Renault, David [0000-0003-3644-1759], Risch, Anita C [0000-0003-0531-8336], Rixen, Christian [0000-0002-2486-9988], Robinson, Sharon A [0000-0002-7130-9617], Robroek, Bjorn JM [0000-0002-6714-0652], Rocha, Adrian V [0000-0002-4618-2407], Rossi, Graziano [0000-0002-5102-5019], Roupsard, Olivier [0000-0002-1319-142X], Rubtsov, Alexey V [0000-0002-9663-4344], Saccone, Patrick [0000-0001-8820-593X], Sallo Bravo, Jhonatan [0000-0001-9007-4959], Santos, Cinthya C [0000-0001-7042-5993], Sarneel, Judith M [0000-0001-6187-499X], Scharnweber, Tobias [0000-0002-4933-5296], Schmidt, Marius [0000-0001-5292-7092], Scholten, Thomas [0000-0002-4875-2602], Schuchardt, Max [0000-0003-3103-8063], Scott, Tony [0000-0002-6631-0672], Seeber, Julia [0000-0003-0189-7377], Seipel, Tim [0000-0001-6472-2975], Semenchuk, Philipp [0000-0002-1949-6427], Senior, Rebecca A [0000-0002-8208-736X], Serra-Diaz, Josep M [0000-0003-1988-1154], Sewerniak, Piotr [0000-0002-3071-3963], Shekhar, Ankit [0000-0003-0802-2821], Siegwart Collier, Laura [0000-0003-0985-9615], Simpson, Elizabeth [0000-0002-6107-0286], Siqueira, David P [0000-0002-0756-0153], Sitková, Zuzana [0000-0001-6354-6105], Six, Johan [0000-0001-9336-4185], Smiljanic, Marko [0000-0002-2324-0723], Smith, Stuart W [0000-0001-9396-6610], Somers, Ben [0000-0002-7875-107X], Souza, José João LL [0000-0003-4670-6626], Souza, Bartolomeu Israel [0000-0003-2173-8314], Souza Dias, Arildo [0000-0002-5495-3435], Spasojevic, Marko J [0000-0003-1808-0048], Speed, James DM [0000-0002-0633-5595], Spicher, Fabien [0000-0002-9999-955X], Stanisci, Angela [0000-0002-5302-0932], Steinbauer, Klaus [0000-0002-3730-9920], Steinbrecher, Rainer [0000-0002-5931-4210], Steinwandter, Michael [0000-0001-8545-6047], Stemkovski, Michael [0000-0002-9854-887X], Stephan, Jörg G [0000-0001-6195-7867], Stiegler, Christian [0000-0002-0130-2401], Stoll, Stefan [0000-0002-3656-417X], Svátek, Martin [0000-0003-2328-4627], Svoboda, Miroslav [0000-0003-4050-3422], Tagesson, Torbern [0000-0003-3011-1775], Tanentzap, Andrew J [0000-0002-2883-1901], Tanneberger, Franziska [0000-0002-4184-9671], Theurillat, Jean-Paul [0000-0002-1843-5809], Thomas, Haydn JD [0000-0001-9099-6304], Thomas, Andrew D [0000-0002-1360-1687], Tomaselli, Marcello [0000-0003-4208-3433], Treier, Urs Albert [0000-0003-4027-739X], Trouillier, Mario [0000-0001-9151-7686], Turtureanu, Pavel Dan [0000-0002-7422-3106], Tyystjärvi, Vilna A [0000-0002-1175-5463], Ueyama, Masahito [0000-0002-4000-4888], Ujházy, Karol [0000-0002-0228-1737], Ujházyová, Mariana [0000-0002-5546-1547], Uogintas, Domas [0000-0002-3937-1218], Urban, Josef [0000-0003-1730-947X], Urbaniak, Marek [0000-0002-1225-9170], Ursu, Tudor-Mihai [0000-0002-4898-6345], Vaccari, Francesco Primo [0000-0002-5253-2135], Van de Vondel, Stijn [0000-0002-0223-7330], van den Brink, Liesbeth [0000-0003-0313-8147], Van Geel, Maarten [0000-0001-8688-6225], Vandvik, Vigdis [0000-0003-4651-4798], Vangansbeke, Pieter [0000-0002-6356-2858], Varlagin, Andrej [0000-0002-2549-5236], Veen, GF [0000-0001-7736-9998], Veenendaal, Elmar [0000-0001-8230-2501], Venn, Susanna E [0000-0002-7433-0120], Verbeeck, Hans [0000-0003-1490-0168], Verbrugggen, Erik [0000-0001-7015-1515], Verheijen, Frank GA [0000-0001-6741-4249], Vitale, Luca [0000-0002-7637-264X], Vittoz, Pascal [0000-0003-4218-4517], Vives-Ingla, Maria [0000-0003-4887-8392], von Oppen, Jonathan [0000-0001-6346-2964], Walz, Josefine [0000-0002-0715-8738], Wang, Runxi [0000-0003-4902-169X], Wang, Yifeng [0000-0003-2660-7874], Way, Robert G [0000-0003-4763-7685], Wedegärtner, Ronja EM [0000-0003-4633-755X], Weigel, Robert [0000-0001-9685-6783], Wild, Jan [0000-0003-3007-4070], Wilkinson, Matthew [0000-0002-3858-553X], Wilmking, Martin [0000-0003-4964-2402], Wingate, Lisa [0000-0003-1921-1556], Winkler, Manuela [0000-0002-8655-9555], Wipf, Sonja [0000-0002-3492-1399], Wohlfahrt, Georg [0000-0003-3080-6702], Xenakis, Georgios [0000-0002-2950-4101], Yang, Yan [0000-0003-0858-7603], Yu, Zicheng [0000-0003-2358-2712], Yu, Kailiang [0000-0003-4223-5169], Zellweger, Florian [0000-0003-1265-9147], Zhang, Jian [0000-0003-0589-6267], Zhao, Peng [0000-0003-3289-5067], Ziemblińska, Klaudia [0000-0003-4070-6553], Zimmermann, Reiner [0000-0002-8724-941X], Zong, Shengwei [0000-0002-3583-6110], Zyryanov, Viacheslav I [0000-0002-1748-4801], Nijs, Ivan [0000-0003-3111-680X], Lenoir, Jonathan [0000-0003-0638-9582], Apollo - University of Cambridge Repository, Department of Biology (University of Antwerp), and University of Antwerp (UA)

Subjects
0106 biological sciences, Zoology and botany: 480 [VDP], Q1, 01 natural sciences, Global map, SDG 13 - Climate Action, Soil temperature, Zone climatique, bepress|Physical Sciences and Mathematics|Environmental Sciences, bioclimatic variables, global maps, microclimate, near-surface temperatures, soil temperature, soil-dwelling organisms, temperature offset, weather stations, ComputingMilieux_MISCELLANEOUS, General Environmental Science, Global and Planetary Change, GB, Geology, PE&RC, 6. Clean water, Near-surface soil temperature, international, [SDE]Environmental Sciences, 551: Geologie und Hydrologie, Plantenecologie en Natuurbeheer, Température du sol, Near-surface temperature, Near-surface temperatures, Biologie, P40 - Météorologie et climatologie, bepress|Physical Sciences and Mathematics|Earth Sciences, MITIGATION, bepress|Life Sciences|Ecology and Evolutionary Biology, bepress|Physical Sciences and Mathematics|Oceanography and Atmospheric Sciences and Meteorology|Climate, Bioclimatic variables, Settore BIO/07 - ECOLOGIA, 577: Ökologie, Biology, Ecosystem, Ekologi, Changement climatique, Cartographie, Biology and Life Sciences, Microclimate, 15. Life on land, bepress|Physical Sciences and Mathematics|Environmental Sciences|Environmental Monitoring, Agriculture and Soil Science, 0401 agriculture, forestry, and fisheries, Temperature offset, Weather stations, Plan_S-Compliant-OA, Soil, bepress|Life Sciences, ddc:550, Geología, Ecology, Temperature, 04 agricultural and veterinary sciences, Biological Sciences, FOREST, Weather station, Variation saisonnière, Chemistry, Bioclimatologie, bepress|Physical Sciences and Mathematics, 1171 Geosciences, Technology and Engineering, Climate Change, Plant Ecology and Nature Conservation, MOISTURE, LITTER DECOMPOSITION, PERMAFROST, ddc:570, SUITABILITY, G1, bepress|Physical Sciences and Mathematics|Oceanography and Atmospheric Sciences and Meteorology, Global maps, VDP::Mathematics and natural scienses: 400::Zoology and botany: 480, Environmental Chemistry, Zoologiske og botaniske fag: 480 [VDP], Soil-dwelling organisms, Aquatic Ecology, P30 - Sciences et aménagement du sol, Bioclimatic variable, SNOW-COVER, bepress|Physical Sciences and Mathematics|Earth Sciences|Soil Science, Earth sciences, PLANT-RESPONSES, CLIMATIC CONTROLS, Soil-dwelling organism, 13. Climate action, Earth and Environmental Sciences, VDP::Matematikk og naturvitenskap: 400::Zoologiske og botaniske fag: 480, 040103 agronomy & agriculture, Réchauffement global, [SDE.BE]Environmental Sciences/Biodiversity and Ecology, Environmental Sciences, 010606 plant biology & botany
Abstract

JJL received funding from the Research Foundation Flanders (grant nr. 12P1819N). The project received funding from the Research Foundation Flanders (grants nrs, G018919N, W001919N). JVDH and TWC received funding from DOB Ecology. JA received funding from the University of Helsinki, Faculty of Science (MICROCLIM, grant nr. 7510145) and Academy of Finland Flagship (grant no. 337552). PDF, CM and PV received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (ERC Starting Grant FORMICA 757833). JK received funding from the Arctic Interactions at the University of Oulu and Academy of Finland (318930, Profi 4), Maaja vesitekniikan tuki ry., Tiina and Antti Herlin Foundation, Nordenskiold Samfundet and Societas pro Fauna et Flora Fennica. MK received funding from the Czech Science Foundation (grant nr. 20-28119S) and the Czech Academy of Sciences (grant nr. RVO 67985939). TWC received funding from National Geographic Society grant no. 9480-14 and WW-240R-17. MA received funding from CISSC (program ICRP (grant nr:2397) and INSF (grant nr: 96005914). The Royal Botanic Garden Edinburgh is supported by the Scottish Government's Rural and Environment Science and Analytical Services Division. JMA received funding from the Funding Org. Qatar Petroleum (grant nr. QUEX-CAS-QP-RD-18/19). JMA received funding from the European Union's Horizon 2020 research and innovation program (grant no. 678841) and from the Swiss National Science Foundation (grant no. 31003A_176044). JA was supported by research grants LTAUSA19137 (program INTER-EXCELLENCE, subprogram INTER-ACTION) provided by Czech Ministry of Education, Youth and Sports and 20-05840Y of the Czech Science Foundation. AA was supported by the Ministry of Science and Higher Education of the Russian Federation (grant FSRZ-2020-0014). SN, UAT, JJA, and JvO received funding from the Independent Research Fund Denmark (7027-00133B). LvdB, KT, MYB and RC acknowledge funding from the German Research Foundation within the Priority Program SPP-1803 'EarthShape: Earth Surface Shaping by Biota' (grant TI 338/14-1&2 and BA 3843/6-1). PB was supported by grant project VEGA of the Ministry of Education of the Slovak Republic and the Slovak Academy of Sciences No. 2/0132/18. Forest Research received funding from the Forestry Commission (climate change research programme). JCB acknowledges the support of Universidad Javeriana. JLBA received funding from the Direccion General de Cambio Climatico del Gobierno de Aragon; JLBA acknowledges fieldwork assistance by Ana Acin, the Ordesa y Monte Perdido National Park, and the Servicio de Medio Ambiente de Soria de la Junta de Castilla y Leon. RGB and MPB received funding from BECC - Biodiversity and Ecosystem services in a Changing Climate. MPB received funding from The European Union's Horizon 2020 research and innovation program under the Marie Skodowska-Curie Grant Agreement No. 657627 and The Swedish Research Council FORMAS - future research leaders No. 2016-01187. JB received funding from the Czech Academy of Sciences (grant nr. RVO 67985939). NB received funding from the SNF (grant numbers 40FA40_154245, 20FI21_148992, 20FI20_173691, 407340_172433) and from the EU (contract no. 774124). ICOS EU research infrastructure. EU FP7 NitroEurope. EU FP7 ECLAIRE. The authors from Biological Dynamics of Forest Fragments Project, PDBFF, Instituto Nacional de Pesquisas da Amazonia, Brazil were supported by the MCTI/CNPq/FNDCT - AcAo Transversal no68/2013 - Programa de Grande Escala da Biosfera-Atmosfera na Amazonia - LBA; Project 'Como as florestas da Amazonia Central respondem as variacoes climaticas? Efeitos sobre dinamica florestal e sinergia com a fragmentacAo florestal'. This is the study 829 of the BDFFP Technical Series. to The EUCFLUX Cooperative Research Program and Forest Science and Research Institute-IPEF. NC acknowledges funding by Stelvio National Park. JC was funded by the Spanish government grant CGL2016-78093-R. ANID-FONDECYT 1181745 AND INSTITUTO ANTARTICO CHILENO (INACH FR-0418). SC received funding from the German Research Foundation (grant no. DFG- FZT 118, 202548816). The National Science Foundation, Poland (grant no. UMO-2017/27/B/ST10/02228), within the framework of the 'Carbon dioxide uptake potential of sphagnum peatlands in the context of atmospheric optical parameters and climate changes' (KUSCO2) project. SLC received funding from the South African National Research Foundation and the Australian Research Council. FM, M, KU and MU received funding from Slovak Research and Development Agency (no. APVV-19-0319). Instituto Antartico Chileno (INACH_RT-48_16), Iniciativa Cientifica Milenio Nucleo Milenio de Salmonidos Invasores INVASAL, Institute of Ecology and Biodiversity (IEB), CONICYT PIA APOYO CCTE AFB170008. PC is supported by NERC core funding to the BAS 'Biodiversity, Evolution and Adaptation Team. EJC received funding from the Norwegian Research Council (grant number 230970). GND was supported by NERC E3 doctoral training partnership grant (NE/L002558/1) at the University of Edinburgh and the Carnegie Trust for the Universities of Scotland. Monitoring stations on Livingston Island, Antarctica, were funded by different research projects of the Gobern of Spain (PERMAPLANET CTM2009-10165-E; ANTARPERMA CTM2011-15565-E; PERMASNOW CTM2014-52021-R), and the PERMATHERMAL arrangement between the University of Alcala and the Spanish Polar Committee. GN received funding from the Autonomous Province of Bolzano (ITA). The infrastructure, part of the UK Environmental Change Network, was funded historically in part by ScotNature and NERC National Capability LTS-S: UK-SCAPE; NE/R016429/1). JD was supported by the Czech Science Foundation (GA17-19376S) and MSMT (LTAUSA18007). ED received funding from the Kempe Foundation (JCK-1112 and JCK-1822). The infrastructure was supported by the Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme I (NPU I), grant number LO1415 and by the project for national infrastructure support CzeCOS/ICOS Reg. No. LM2015061. NE received funding from the German Research Foundation (DFG- FZT 118, 202548816). BE received funding from the GLORIA-EU project no EVK2-CT2000-00056, the Autonomous Province of Bolzano (ITA), from the Tiroler Wissenschaftsfonds and from the University of Innsbruck. RME was supported by funding to the SAFE Project from the Sime Darby Foundation. OF received funding from the German Research Foundation (DFG- FZT 118, 202548816). EFP was supported by the Jardin Botanico Atlantico (SV-20-GIJON-JBA). MF was funded by the German Federal Ministry of Education and Research (BMBF) in the context of The Future Okavango (Grant No. 01LL0912) and SASSCAL (01LG1201M; 01LG1201N) projects. EFL received funding from ANID PIA / BASAL FB210006. RAG received funding from Fondecyt 11170516, CONICYT PIA AFB170008 and ANID PIA / BASAL FB210006. MBG received funding from National Parks (DYNBIO, #1656/2015) and The Spanish Research Agency (VULBIMON, #CGL2017-90040-R). MG received funding from the Swiss National Science Foundation (ICOS-CH Phase 2 20FI20_173691). FG received funding from the German Research Foundation (DFG- FZT 118, 202548816). KG and TS received funding from the UK Biotechnology and Biological Research Council (grant = 206/D16053). SG was supported by the Research Foundation Flanders (FWO) (project G0H1517N). KJ and PH received funding from the EU Horizon2020 INFRAIA project eLTER-PLUS (871128), the project LTER-CWN (FFG, F&E Infrastrukturforderung, project number 858024) and the Austrian Climate Research Program (ACRP7 - CentForCSink - KR14AC7K11960). SH and ARB received funding through iDiv funded by the German Research Foundation (DFG- FZT 118, 202548816). LH received funding from the Czech Science Foundation (grant nr. 20-28119S) and the Czech Academy of Sciences (grant nr. RVO 67985939). MH received funding from the Baden-Wurttemberg Ministry of Science, Research and Arts via the project DRIeR (Drought impacts, processes and resilience: making the in-visible visible). LH received funding from International Polar Year, Weston Foundation, and ArcticNet. DH received funding from Natural Sciences and Engineering Council (Canada) (RGPIN-06691). TTH received funding from Independent Research Fund Denmark (grant no. 8021-00423B) and Villum Foundation (grant no. 17523). Ministry of Education, Youth and Sports of the Czech Republic (projects LM2015078, VAN2020/01 and CZ.02.1.01/0.0/0.0/16_013/0001708). KH, CG and CJD received funding from Bolin Centre for Climate Research, Stockholm University and from the Swedish research council Formas [grant n:o 2014-00530 to KH]. JJ received funding from the Funding Org. Swedish Forest Society Foundation (grant nr. 2018-485-Steg 2 2017) and Swedish Research Council FORMAS (grant nr. 2018-00792). AJ received funding from the German Federal Ministry of Education and Research BMBF (Grant Nr. FKZ 031B0516C SUSALPS) and the Oberfrankenstiftung (Grant Nr. OFS FP00237). ISJ received funding from the Energy Research Fund (NYR-11 - 2019, NYR-18 - 2020). TJ was supported by a UK NERC Independent Research Fellowship (grant number: NE/S01537X/1). RJ received funding from National Science Centre of Poland (grant number: 2016/21/B/ST10/02271) and Polish National Centre for Research and Development (grant number: Pol-Nor/203258/31/2013). VK received funding from the Czech Academy of Sciences (grant nr. RVO 67985939). AAK received funding from MoEFCC, Govt of India (AICOPTAX project F. No. 22018/12/2015/RE/Tax). NK received funding from FORMAS (grants nr. 2018-01781, 2018-02700, 2019-00836), VR, support from the research infrastructure ICOS-SE. BK received funding from the National Research, Development and Innovation Fund of Hungary (grant nr. K128441). Ministry of Education, Youth and Sports of the Czech Republic (projects LM2015078 and CZ.02.1.01/0.0/0.0/16_013/0001708). Project B1-RNM-163-UGR-18-Programa Operativo FEDER 2018, partially funded data collection. Norwegian Research Council (NORKLIMA grants #184912 and #244525) awarded to Vigdis Vandvik. MM received funding from the Czech Science Foundation (grant nr. 20-28119S) and the Czech Academy of Sciences (grant nr. RVO 67985939). Project CONICYT-PAI 79170119 and ANID-MPG 190029 awarded to Roy Mackenzie. This work was partly funded by project MIUR PON Cluster OT4CLIMA. RM received funding from the SNF project number 407340_172433. FM received funding from the Stelvio National Park. PM received funding from AIAS-COFUND fellowship programme supported by the Marie Skodowska- Curie actions under the European Union's Seventh Framework Pro-gramme for Research, Technological development and Demonstration (grant agreement no 609033) and the Aarhus University Research Foundation, Denmark. RM received funding from the Ministry of Education, Youth and Sports of the Czech Republic (project LTT17033). SM and VM received funding from EU FP6 NitroEurope (grant nr. 17841), EU FP7 ECLAIRE (grant nr. 282910), the Ministry of Education and Science of Ukraine (projects nr. 505, 550, 574, 602), GEF-UNEP funded "Toward INMS" project (grant nr. NEC05348) and ENI CBC BSB PONTOS (grant nr. BSB 889). The authors from Biological Dynamics of Forest Fragments Project, PDBFF, Instituto Nacional de Pesquisas da Amazonia, Brazil were supported by the MCTI/CNPq/FNDCT - AcAo Transversal no68/2013 - Programa de Grande Escala da Biosfera-Atmosfera na Amazonia - LBA; Project 'Como as florestas da Amazonia Central respondem as variacoes climaticas? Efeitos sobre dinamica florestal e sinergia com a fragmentacAo florestal'. FJRM was financially supported by the Netherlands Organization for Scientific Research (VICI grant 016.VICI.170.072) and Research Foundation Flanders (FWO-SBO grant S000619N). STM received funding from New Frontiers in Research Fund-Exploration (grant nr. NFRF-2018-02043) and NSERC Discovery. MMR received funding from the Australian Research Council Discovery Early Career Research Award (grant nr. DE180100570). JAM received funding from the National Science Foundation (DEB 1557094), International Center for Advanced Renewable Energy and Sustainability (I-CARES) at Washington University in St. Louis, ForestGEO, and Tyson Research Center. IM-S was funded by the UK Natural Environment Research Council through the ShrubTundra Project (NE/M016323/1). MBN received funding from FORMAS, VR, Kempe Foundations support from the research infrastructures ICOS and SITES. MDN received funding from CONICET (grant nr. PIP 112-201501-00609). Spanish Ministry of Science grant PID2019-110521GB-I00 and Catalan government grant 2017-1005. French National Research Agency (ANR) in the frame of the Cluster of Excellence COTE (project HydroBeech, ANR-10-LABX-45). VLIR-OUS, under the Institutional University Coorperation programme (IUC) with Mountains of the Moon University. Project LAS III 77/2017/B entitled: \"Estimation of net carbon dioxide fluxes exchanged between the forest ecosystem on post-agricultural land and between the tornado-damaged forest area and the atmosphere using spectroscopic and numerical methods\", source of funding: General Directorate of State Forests, Warsaw, Poland. Max Planck Society (Germany), RFBR, Krasnoyarsk Territory and Krasnoyarsk Regional Fund of Science, project number 20-45-242908. Estonian Research Council (PRG609), and the European Regional Development Fund (Centre of Excellence EcolChange). Canada-Denmark Arctic Research Station Early Career Scientist Exchange Program, from Polar knowledge Canada (POLAR) and the Danish Agency for Science and Higher Education. AP received funding from Fondecyt 1180205, CONICYT PIA AFB170008 and ANID PIA / BASAL FB210006. MP received funding from the Funding Org. Knut and Alice Wallenberg Foundation (grant nr. 2015.0047), and acknowledges funding from the Swedish Research Council (VR) with contributing research institutes to both the SITES and ICOS Sweden infrastructures. JP and RO were funded by the Spanish Ministry of Science grant PID2019-110521GB-I00, the fundacion Ramon Areces grant ELEMENTAL-CLIMATE, and the Catalan government grant 2017-1005. MPB received funding from the Svalbard Environmental Protection Fund (grant project number 15/128) and the Research Council of Norway (Arctic Field Grant, project number 269957). RP received funding from the Ministry of Education, Youth and Sports of the Czech Republic (grant INTER-TRANSFER nr. LTT20017). LTSER Zone Atelier Alpes; Federation FREE-Alpes. RP received funding from a Humboldt Fellowship for Experienced Researchers. Prokushkin AS and Zyryanov VI contribution has been supported by the RFBR grant #18-05-60203-Arktika. RPu received founding from the Polish National Science Centre (grant project number 2017/27/B/NZ8/00316). ODYSSEE project (ANR-13-ISV7-0004, PN-II-ID-JRP-RO-FR-2012). KR was supported through an Australian Government Research Training Program Scholarship. Fieldwork was supported by the Global Challenges program at the University of Wollongong, the ARC the Australian Antarctic Division and INACH. DR was funded by the project SUBANTECO IPEV 136 (French Polar Institute Paul-Emile Victor), Zone Atelier CNRS Antarctique et Terres Australes, SAD Region Bretagne (Project INFLICT), BiodivERsa 2019-2020 BioDivClim call 'ASICS' (ANR-20-EBI5-0004). SAR received funding from the Australian Research Council. NSF grant #1556772 to the University of Notre Dame. Pavia University (Italy). OR received funding from EU-LEAP-Agri (RAMSES II), EU-DESIRA (CASSECS), EU-H2020 (SustainSahel), AGROPOLIS and TOTAL Foundations (DSCATT), CGIAR (GLDC). AR was supported by the Russian Science Foundation (Grant 18-74-10048). Parc national des Ecrins. JS received funding from Vetenskapsradet grant nr (No: 2014-04270), ALTER-net multi-site grant, River LIFE project (LIFE08 NAT/S/000266), Flexpeil. Helmholtz Association long-term research program TERENO (Terrestrial Environmental Observatories). PS received funding from the Polish Ministry of Science and Higher Education (grant nr. N N305 304840). AS acknowledges funding by ETH Zurich project FEVER ETH-27 19-1. LSC received funding from NSERC Canada Graduate Scholarship (Doctoral) Program; LSC was also supported by ArcticNet-NCE (insert grant #). Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (141513/2017-9); FundacAo Carlos Chagas Filho de Amparo a Pesquisa do Estado do Rio de Janeiro (E26/200.84/2019). ZS received funding from the SRDA (grants nos. APVV-16-0325 and APVV-20-0365) and from the ERDF (grant no. ITMS 313011S735, CE LignoSilva). JS, MB and CA received funding from core budget of ETH Zurich. State excellence Program M-V \"WETSCAPES\". AfricanBioServices project funded by the EU Horizon 2020 grant number 641918. The authors from KIT/IMK-IFU acknowledge the funding received within the German Terrestrial Environmental Observatories (TERENO) research program of the Helmholtz Association and from the Bavarian Ministry of the Environment and Public Health (UGV06080204000). Deutsche Forschungsgemeinschaft (DFG, German Research Foundation), project number 192626868, in the framework of the collaborative German-Indonesian research project CRC 990 (SFB): 'EFForTS, Ecological and Socioeconomic Functions of Tropical Lowland Rainforest Transformation Systems (Sumatra, Indonesia)'. MS received funding from the Ministry of Education, Youth and Sports of the Czech Republic (grant nr. INTER-TRANSFER LTT19018). TT received funding from the Swedish National Space Board (SNSB Dnr 95/16) and the CASSECS project supported by the European Union. HJDT received funding from the UK Natural Environment Research Council (NERC doctoral training partnership grant NE/L002558/1). German Science Foundation (DFG) GraKo 2010 \"Response\". PDT received funding from the MEMOIRE project (PN-III-P1-1.1-PD2016-0925). Arctic Challenge for Sustainability II (ArCS II; JPMXD1420318865). JU received funding from Czech Science Foundation (grant nr. 21-11487S). TU received funding from the Romanian Ministry of Education and Research (CCCDI - UEFISCDI -project PN-III-P2-2.1-PED-2019-4924 and PN2019-2022/19270201-Ctr. 25N BIODIVERS 3-BIOSERV). AV acknowledge funding from RSF, project 21-14-00209. GFV received funding from the Dutch Research Council NWO (Veni grant, no. 863.14.013). Australian Research Council Discovery Early Career Research Award DE140101611. FGAV received funding from the Portuguese Science Foundation (FCT) under CEECIND/02509/2018, CESAM (UIDP/50017/2020+UIDB/50017/2020), FCT/MCTES through national funds, and the co-funding by the FEDER, within the PT2020 Partnership Agreement and Compete 2020. Ordesa y Monte Perdido National Park. MVI received funding from the Spanish Ministry of Science and Innovation through a doctoral grant (FPU17/05869). JW received funding from the Czech Science Foundation (grant nr. 20-28119S) and the Czech Academy of Sciences (grant nr. RVO 67985939). CR and SW received funding from the Swiss Federal Office for the Environment (FOEN) and the de Giacomi foundation. YY received funding from the National Natural Science Foundation of China (Grant no. 41861134039 and 41941015). ZY received funding from the National Natural Science Foundation of China (grant nr. 41877458). FZ received funding from the Swiss National Science Foundation (grant nr. 172198 and 193645). PZ received funding from the Funding Org. Knut and Alice Wallenberg Foundation (grant no. 2015.0047). JL received funding from (i) the Agence Nationale de la Recherche (ANR), under the framework of the young investigators (JCJC) funding instrument (ANR JCJC Grant project NoANR-19-CE32-0005-01: IMPRINT) (ii) the Centre National de la Recherche Scientifique (CNRS) (Defi INFINITI 2018: MORFO); and the Structure Federative de Recherche (SFR) Condorcet (FR CNRS 3417: CREUSE). Fieldwork in the Arctic got facilitated by funding from the EU INTERACT program. SN, UAT, JJA and JvO would like to thank the field team of the Vegetation Dynamics group for their efforts and hard work. We acknowledge Dominique Tristan for letting access to the field. For the logistic support the crew of INACH and Gabriel de Castilla Station team on Deception Island. We thank the Inuvialuit and Kluane First Nations for the opportunity to work on their land. MAdP acknowledges fieldwork assistance and logistics support to Unidad de Tecnologia Marina CSIC, and the crew of Juan Carlos I and Gabriel de Castilla Spanish Antarctic Stations, as well as to the different colleagues from UAH that helped on the instrument maintenance. ERF acknowledges fieldwork assistance by Martin Heggli. MBG acknowledges fieldwork and technical assistance by P Abadia, C Benede, P Bravo, J Gomez, M Grasa, R Jimenez, H Miranda, B Ponz, J Revilla and P Tejero and the Ordesa and Monte Perdido National Park staff. LH acknowledges field assistance by John Jacobs, Andrew Trant, Robert Way, Darroch Whitaker; we acknowledge the Inuit of Nunatsiavut, and the Co-management Board of Torngat Mountains National Park for their support of this project and acknowledge that the field research was conducted on their traditional lands. We thank our many bear guides, especially Boonie, Eli, Herman, John and Maria Merkuratsuk. AAK acknowledges field support of Akhtar Malik, Rameez Ahmad. Part of microclimatic records from Saxony was funded by the Saxon Switzerland National Park Administration. Tyson Research Center. JP acknowledges field support of Emmanuel Malet (Edytem) and Rangers of Reserves Naturelles de Haute-Savoie (ASTERS). Practical help: Roel H. Janssen, N. Huig, E. Bakker, Schools in the tepaseforsoket, Forskar fredag, Erik Herberg. The support by the Bavarian Forest National Park administration is highly appreciated. LvdB acknowledges CONAF and onsite support from the park rangers from PN Pan de Azucar, PN La Campana, PN Nahuelbuta and from communidad agricola Quebrada de Talca. JL and FS acknowledge Manuel Nicolas and all forest officers from the Office National des Forets (ONF) who are in charge of the RENECOFOR network and who provided help and local support for the installation and maintenance of temperature loggers in the field., Research in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1-km2 resolution for 0–5 and 5–15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1-km2 p ixels ( summarized f rom 8 519 u nique t emperature sensors) across all the world's major terrestrial biomes, and coarse-grained air temperature estimates from ERA5-Land (an atmospheric reanalysis by the European Centre for Medium-Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (−0.7 ± 2.3°C). The observed substantial and biome-specific offsets emphasize that the projected impacts of climate and climate change on near-surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil-related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications., FWO G018919N W001919N 12P1819N, DOB Ecology, University of Helsinki, Faculty of Science (MICROCLIM) 7510145, European Research Council (ERC) FORMICA 757833, Arctic Interactions at the University of Oulu, Academy of Finland 318930 337552, Maaja vesitekniikan tuki ry., Tiina and Antti Herlin Foundation, Nordenskiold Samfundet, Societas pro Fauna et Flora Fennica, Grant Agency of the Czech Republic 20-28119S 20-05840Y GA17-19376S 21-11487S, Czech Academy of Sciences RVO 67985939, National Geographic Society 9480-14 WW-240R-17, CISSC (program ICRP) 2397, Iran National Science Foundation (INSF) 96005914, Scottish Government's Rural and Environment Science and Analytical Services Division, Qatar Petroleum QUEX-CAS-QP-RD-18/19, European Union's Horizon 2020 research and innovation program 678841, Swiss National Science Foundation (SNSF), European Commission 172198 193645 31003A_176044, Ministry of Education, Youth & Sports - Czech Republic LTAUSA19137, Ministry of Science and Higher Education of the Russian Federation FSRZ-2020-0014, Independent Research Fund Denmark 8021-00423B 7027-00133B, German Research Foundation (DFG) DFG- FZT 118 202548816 TI 338/14-1 TI 338/14-2 BA 3843/6-1, grant project VEGA of the Ministry of Education of the Slovak Republic Slovak Academy of Sciences 2/0132/18, Forestry Commission, Universidad Javeriana, Direccion General de Cambio Climatico del Gobierno de Aragon, European Union's Horizon 2020 research and innovation program under the Marie Skodowska-Curie Grant 657627 SNF 407340_172433 40FA40_154245 20FI21_148992 20FI20_173691, European Commission 17841 774124, MCTI/CNPq/FNDCT 68/2013, Project 'Como as florestas da Amazonia Central respondem as variacoes climaticas? Efeitos sobre dinamica florestal e sinergia com a fragmentacAo florestal', Spanish Government, European Commission CGL2016-78093-R, ANID-FONDECYT 1181745, National Science Foundation, Poland UMO-2017/27/B/ST10/02228, National Research Foundation - South Africa, Australian Research Council, Slovak Research and Development Agency APVV-19-0319, Instituto Antartico Chileno INACH_RT-48_16 INACH FR-0418, Comision Nacional de Investigacion Cientifica y Tecnologica (CONICYT) PIA APOYO CCTE AFB170008 PIA AFB170008, UK Research & Innovation (UKRI), Natural Environment Research Council (NERC), Research Council of Norway, European Commission 230970, NERC E3 doctoral training partnership grant at the University of Edinburgh NE/L002558/1, Carnegie Trust for the Universities of Scotland, Gobern of Spain PERMAPLANET CTM2009-10165-E ANTARPERMA CTM2011-15565-E PERMASNOW CTM2014-52021-R, University of Alcala, Spanish Polar Committee, Autonomous Province of Bolzano (ITA), ScotNature, NERC National Capability LTS-S: UK-SCAPE NE/R016429/1, Ministry of Education, Youth & Sports - Czech Republic LTAUSA18007, Kempe Foundation JCK-1112 JCK-1822, Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme I (NPU I) LO1415, project for national infrastructure support CzeCOS/ICOS LM2015061 GLORIA-EU EVK2-CT2000-00056, Tiroler Wissenschaftsfonds, University of Innsbruck, Sime Darby Foundation, Jardin Botanico Atlantico SV-20-GIJON-JBA, Federal Ministry of Education & Research (BMBF) 01LL0912 01LG1201M 01LG1201N, Comision Nacional de Investigacion Cientifica y Tecnologica (CONICYT) CONICYT FONDECYT 11170516 1180205, ANID PIA / BASAL FB210006, National Parks (DYNBIO) 1656/2015, Spanish Research Agency (VULBIMON) CGL2017-90040-R, Swiss National Science Foundation (SNSF) 20FI20_173691, Biotechnology and Biological Sciences Research Council (BBSRC) 206/D16053 FWO G0H1517N, EU Horizon2020 INFRAIA project eLTER-PLUS 871128, project LTER-CWN (FFG, F&E Infrastrukturforderung) 858024, Austrian Climate Research Program ACRP7 - CentForCSink - KR14AC7K11960, iDiv by the German Research Foundation DFG- FZT 118 202548816, Baden-Wurttemberg Ministry of Science, Research and Arts, Weston Foundation, ArcticNet, Natural Sciences and Engineering Research Council of Canada (NSERC) RGPIN-06691, Villum Foundation 17523, Ministry of Education, Youth & Sports - Czech Republic LM2015078 VAN2020/01 CZ.02.1.01/0.0/0.0/16_013/0001708 LTT17033 LTT20017 INTER-TRANSFER LTT19018, Bolin Centre for Climate Research, Stockholm University, Swedish Research Council Swedish Research Council Formas 2014-00530 2018-00792 2016-01187, Swedish Forest Society Foundation 2018-485-Steg 2 2017, Federal Ministry of Education & Research (BMBF) FKZ 031B0516C SUSALPS, Oberfrankenstiftung OFS FP00237, Energy Research Fund NYR-11 - 2019 NYR-18 - 2020, UK NERC Independent Research Fellowship NE/S01537X/1, National Science Centre, Poland 2016/21/B/ST10/02271, Polish National Centre for Research and Development Pol-Nor/203258/31/2013, MoEFCC, Govt of India (AICOPTAX project) 22018/12/2015/RE/Tax, Swedish Research Council Formas 2018-01781 2018-02700 2019-00836, research infrastructure ICOS-SE, National Research, Development and Innovation Fund of Hungary K128441, Programa Operativo FEDER 2018 B1-RNM-163-UGR-18, Norwegian Research Council (NORKLIMA grants) 184912 244525, CONICYT-PAI 79170119, ANID-MPG 190029, project MIUR PON Cluster OT4CLIMA, Stelvio National Park, AIAS-COFUND fellowship programme - Marie Skodowska- Curie actions under the European Union's Seventh Framework Pro-gramme for Research, Technological development and Demonstration 609033, Aarhus University Research Foundation, Denmark, EU FP6 NitroEurope 17841, EU FP7 ECLAIRE 282910, Ministry of Education and Science of Ukraine 505 550 574 602, GEF-UNEP NEC05348, ENI CBC BSB PONTOS BSB 889, Netherlands Organization for Scientific Research (NWO) 016.VICI.170.072, New Frontiers in Research Fund-Exploration NFRF-2018-02043, Natural Sciences and Engineering Research Council of Canada (NSERC), Australian Research Council DE180100570, National Science Foundation (NSF) DEB 1557094, International Center for Advanced Renewable Energy and Sustainability (I-CARES) at Washington University in St. Louis, Smithsonian Institution Smithsonian Tropical Research Institute, Tyson Research Center, UK Natural Environment Research Council through the ShrubTundra Project NE/M016323/1, Swedish Research Council Formas Swedish Research Council, Kempe Foundations - research infrastructure ICOS Kempe Foundations - research infrastructure SITES, Consejo Nacional de Investigaciones Cientificas y Tecnicas (CONICET) PIP 112-201501-00609, Spanish Government PID2019-110521GB-I00, Catalan government 2017-1005, French National Research Agency (ANR) ANR-10-LABX-45, General Directorate of State Forests, Warsaw, Poland, Max Planck Society, Russian Foundation for Basic Research (RFBR), Krasnoyarsk Territory Krasnoyarsk Regional Fund of Science 20-45-242908, Estonian Research Council PRG609, Knut & Alice Wallenberg Foundation 2015.0047, Swedish Research Council, fundacion Ramon Areces grant ELEMENTAL-CLIMATE, Svalbard Environmental Protection Fund 15/128, Research Council of Norway 269957, Humboldt Fellowship for Experienced Researchers, Russian Foundation for Basic Research (RFBR) 18-05-60203-Arktika, Polish National Science Centre 2017/27/B/NZ8/00316, ODYSSEE project (PN-II-ID-JRP-RO-FR-2012) ANR-13-ISV7-0004, Australian Government, Department of Industry, Innovation and Science, Global Challenges program at the University of Wollongong, ARC the Australian Antarctic Division, INACH, project SUBANTECO IPEV 136 (French Polar Institute Paul-Emile Victor), Zone Atelier CNRS Antarctique et Terres Australes, SAD Region Bretagne (Project INFLICT), BiodivERsa 2019-2020 BioDivClim call 'ASICS' ANR-20-EBI5-0004, National Science Foundation (NSF) 1556772, EU-LEAP-Agri (RAMSES II) EU-DESIRA (CASSECS) EU-H2020 (SustainSahel), AGROPOLIS, Total SA, CGIAR, Russian Science Foundation (RSF) 18-74-10048, Swedish Research Council 2014-04270, ALTER-net multi-site grant, River LIFE project LIFE08 NAT/S/000266, Flexpeil, Ministry of Science and Higher Education, Poland N N305 304840, ETH Zurich FEVER ETH-27 19-1, NSERC Canada Graduate Scholarship (Doctoral) Program, ArcticNet-NCE, Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPQ) 141513/2017-9, Fundacao Carlos Chagas Filho de Amparo a Pesquisa do Estado do Rio De Janeiro (FAPERJ) E26/200.84/2019, SRDA APVV-16-0325 APVV-20-0365, ERDF (CE LignoSilva) ITMS 313011S735, ETH Zurich, EU Horizon 2020 641918, German Terrestrial Environmental Observatories (TERENO) research program of the Helmholtz Association, Bavarian Ministry of the Environment and Public Health UGV06080204000 German Research Foundation (DFG) 192626868, Swedish National Space Board (SNSB) 95/16, CASSECS project by the European Union, Natural Environment Research Council (NERC) NE/L002558/1, MEMOIRE project PN-III-P1-1.1-PD2016-0925, Arctic Challenge for Sustainability II (ArCS II) JPMXD1420318865, Consiliul National al Cercetarii Stiintifice (CNCS), Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii (UEFISCDI) PN-III-P2-2.1-PED-2019-4924 PN2019-2022/19270201, 25N BIODIVERS 3-BIOSERV, Russian Science Foundation (RSF) 21-14-00209., Netherlands Organization for Scientific Research (NWO) 863.14.013, Australian Research Council DE140101611, Portuguese Foundation for Science and Technology CEECIND/02509/2018 CESAM UIDP/50017/2020+UIDB/50017/2020, Portuguese Foundation for Science and Technology European Commission, FEDER, within the PT2020 Partnership Agreement, Compete 2020, Spanish Government FPU17/05869, Swiss Federal Office for the Environment (FOEN), Giacomi foundation, National Natural Science Foundation of China (NSFC) 41861134039 41941015 41877458, French National Research Agency (ANR) ANR-19-CE32-0005-01 Centre National de la Recherche Scientifique (CNRS), Structure Federative de Recherche (SFR) Condorcet (FR CNRS 3417: CREUSE), EU INTERACT program, Inuit of Nunatsiavut, Co-management Board of Torngat Mountains National Park, Saxon Switzerland National Park Administration, Bavarian Forest National Park administration, BECC - Biodiversity and Ecosystem services in a Changing Climate, Research Foundation Flanders (FWO-SBO) S000619N

Published
2021

27. Global maps of soil temperature

Author

Lembrechts, Jonas J., van den Hoogen, Johan, Aalto, Juha, Ashcroft, Michael B., De Frenne, Pieter, Kemppinen, Julia, Kopecký, Martin, Luoto, Miska, Maclean, Ilya M. D., Crowther, Thomas W., Bailey, Joseph J., Haesen, Stef, Klinges, David H., Niittynen, Pekka, Scheffers, Brett R., Van Meerbeek, Koenraad, Aartsma, Peter, Abdalaze, Otar, Abedi, Mehdi, Aerts, Rien, Ahmadian, Negar, Ahrends, Antje, Alatalo, Juha M., Alexander, Jake M., Allonsius, Camille Nina, Altman, Jan, Ammann, Christof, Andres, Christian, Andrews, Christopher, Ardö, Jonas, Arriga, Nicola, Arzac, Alberto, Aschero, Valeria, Assis, Rafael L., Assmann, Jakob Johann, Bader, Maaike Y., Bahalkeh, Khadijeh, Barančok, Peter, Barrio, Isabel C., Barros, Agustina, Barthel, Matti, Basham, Edmund W., Bauters, Marijn, Bazzichetto, Manuele, Belelli Marchesini, Luca, Bell, Michael C., Benavides, Juan C., Benito Alonso, José Luis, Berauer, Bernd J., Bjerke, Jarle W., Björk, Robert G., Björkman, Mats P., Björnsdóttir, Katrin, Blonder, Benjamin, Boeckx, Pascal, Boike, Julia, Bokhorst, Stef, Brum, Bárbara N. S., Brůna, Josef, Buchmann, Nina, Buysse, Pauline, Camargo, Jose Luis C., Campoe, Otavio, Candan, Onur, Canessa, Rafaella, Cannone, Nicoletta, Carbognani, Michele, Carnicer, Jofre, Casanova-Katny, Angélica, Cesarz, Simone, Chojnicki, Bogdan, Choler, Philippe, Chown, Steven L., Cifuentes, Edgar F., Čiliak, Marek, Contador, Tamara, Convey, Peter, Cooper, Elisabeth J., Cremonese, Eodardo, Curasi, Salvatore R., Curtis, Robin, Cutini, Maurizio, Dahlberg, C. Johan, Daskalova, Gergana N., de Pablo, Miguel Angel, Della Chiesa, Stefano, Dengler, Jürgen, Deronde, Bart, Di Cecco, Valter, Di Musciano, Michele, Dick, Jan, Dimarco, Romina D., Dolezal, Jiri, Dorrepaal, Ellen, Dusek, Jiri, Eisenhauer, Nico, Eklundh, Lars, Erickson, Todd E., Erschbamer, Brigitta, Eugster, Werner, Ewers, Robert M., Exton, Dan A., Fanin, Nicolas, Fazlioglu, Fatih, Feigenwinter, Iris, Fenu, Giuseppe, Ferlian, Olga, Fernández Calzado, M. Rosa, Fernández-Pascual, Eduardo, Finckh, Manfred, Finger Higgens, Rebecca, Forte, T'ai G. W., Freeman, Erika C., Frei, Esther R., Fuentes-Lillo, Eduardo, García, Rafael A., García, María B., Géron, Charly, Gharun, Mana, Ghosn, Dany, Gigauri, Khatuna, Gobin, Anne, Goded, Ignacio, Goeckede, Mathias, Gottschall, Felix, Goulding, Keith, Govaert, Sanne, Jessen Graae, Bente, Greenwood, Sarah, Greiser, Caroline, Grelle, Achim, Guénard, Benoït, Guglielmin, Mauro, Guillemot, Joannès, Haase, Peter, Haider, Sylvia, Halbritter, Aud H., Hamid, Maroof, Hammerle, Albin, Hampe, Arndt, Haugum, Siri V., Hederová, Lucia, Heinesch, Bernard, Helfters, Carole, Hepenstrick, Daniel, Herberich, Maximiliane, Herbst, Mathias, Hermanutz, Luise, Hik, David S., Hoffrén, Raúl, Homeier, Jürgen, Hörtnagl, Lukas, Hoye, Toke T., Hrbacek, Filip, Hylander, Kristoffer, Iwata, Hiroki, Jackowicz-Korczynski, Marcin, Jactel, Hervé, Järveoja, Järvi, Jastrzębowski, Szymon, Jentsch, Anke, Jiménez, Juan J., Jónsdóttir, Ingibjörg S., Jucker, Tommaso, Jump, Alistair S., Juszczak, Radoslaw, Kanka, Robert, Kašpar, Vít, Kazakis, George, Kelly, Julia, Khuroo, Anzar A., Klemedtsson, Leif, Klisz, Marcin, Kljun, Natascha, Knohl, Alexander, Kobler, Johannes, Kollár, Jozef, Kotowska, Martyna M., Kovács, Bence, Kreyling, Juergen, Lamprecht, Andrea, Lang, Simone I., Larson, Christian, Larson, Keith, Laska, Kamil, Le Maire, Guerric, Leihy, Rachel I., Lens, Luc, Liljebladh, Bengt, Lohila, Annalea, Lorite, Juan, Loubet, Benjamin, Lynn, Joshua, Macek, Martin, Mackenzie, Roy, Magliulo, Enzo, Maier, Regine, Malfasi, Francesco, Malis, František, Man, Matěj, Manca, Giovanni, Manco, Antonio, Manise, Tanguy, Manolaki, Paraskevi, Marciniak, Felipe, Matula, Radim, Mazzolari, Ana Clara, Medinets, Volodymyr, Meeussen, Camille, Merinero, Sonia, de Cássia Guimarães Mesquita, Rita, Meusburger, Katrin, Meysman, Filip J.R., Michaletz, Sean T., Milbau, Ann, Moiseev, Dmitry, Moiseev, Pavel, Mondoni, Andrea, Monfries, Ruth, Montagnani, Leonardo, Moriana-Armendariz, Mikel, Morra di Cella, Umberto, Mörsdorf, Martin, Mosedale, Jonnathan R., Muffler, Lena, Muñoz-Rojas, Miriam, Myers, Jonnathan A., Myers-Smith, Isla H., Nagy, Laszlo, Nardino, Marianna, Naujokaitis-Lewis, Ilona, Newling, Emily, Nicklas, Lena, Niedrist, Georg, Niessner, Armin, Nilsson, Mats B., Normand, Signe, Nosetto, Marcelo, Nouvellon, Yann, Nunez, Martin, Ogaya, Romà, Ogée, Jérôme, Okello, Joseph, Olejnik, Janusz, Olesen, Jørgen Eivind, Opedal, Oystein H., Orsenigo, Simone, Palaj, Andrej, Pampuch, Timo, Panov, Alexey V., Pärtel, Meelis, Pastor, Ada, Pauchard, Anibal, Pauli, Harald, Pavelka, Marian, Pearse, William D., Peichl, Matthias, Pellissier, Loïc, Penczykowski, Rachel M., Peñuelas, Josep, Petit Bon, Matteo, Petraglia, Alessandro, Phartyal, Shyam S., Phoenix, Gareth K., Pio, Casimiro, Pitacco, Andrea, Pitteloud, Camille, Plichta, Roman, Porro, Francesco, Portillo-Estrada, Miguel, Poulenard, Jérôme, Poyatos, Rafael, Prokushkin, Anatoly S., Puchalka, Radoslaw, Puscas, Mihai, Radujković, Dajana, Randall, Krystal, Ratier Backes, Amanda, Remmele, Sabine, Remmers, Wolfram, Renault, David, Risch, Anita C., Rixen, Christian, Robinson, Sharon A., Robroek, Bjorn J.M., Rocha, Adrian V., Rossi, Christian, Rossi, Graziano, Roupsard, Olivier, et al., Lembrechts, Jonas J., van den Hoogen, Johan, Aalto, Juha, Ashcroft, Michael B., De Frenne, Pieter, Kemppinen, Julia, Kopecký, Martin, Luoto, Miska, Maclean, Ilya M. D., Crowther, Thomas W., Bailey, Joseph J., Haesen, Stef, Klinges, David H., Niittynen, Pekka, Scheffers, Brett R., Van Meerbeek, Koenraad, Aartsma, Peter, Abdalaze, Otar, Abedi, Mehdi, Aerts, Rien, Ahmadian, Negar, Ahrends, Antje, Alatalo, Juha M., Alexander, Jake M., Allonsius, Camille Nina, Altman, Jan, Ammann, Christof, Andres, Christian, Andrews, Christopher, Ardö, Jonas, Arriga, Nicola, Arzac, Alberto, Aschero, Valeria, Assis, Rafael L., Assmann, Jakob Johann, Bader, Maaike Y., Bahalkeh, Khadijeh, Barančok, Peter, Barrio, Isabel C., Barros, Agustina, Barthel, Matti, Basham, Edmund W., Bauters, Marijn, Bazzichetto, Manuele, Belelli Marchesini, Luca, Bell, Michael C., Benavides, Juan C., Benito Alonso, José Luis, Berauer, Bernd J., Bjerke, Jarle W., Björk, Robert G., Björkman, Mats P., Björnsdóttir, Katrin, Blonder, Benjamin, Boeckx, Pascal, Boike, Julia, Bokhorst, Stef, Brum, Bárbara N. 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Abstract

Research in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1-km2 resolution for 0–5 and 5–15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1-km2 pixels (summarized from 8519 unique temperature sensors) across all the world's major terrestrial biomes, and coarse-grained air temperature estimates from ERA5-Land (an atmospheric reanalysis by the European Centre for Medium-Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (−0.7 ± 2.3°C). The observed substantial and biome-specific offsets emphasize that the projected impacts of climate and climate change on near-surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil-related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications.

Published
2022

28. Global maps of soil temperature

Author

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Patrice, Di Cecco, Valter, Di Musciano, Michele, Dick, Jan, Dimarco, Romina D, Dolezal, Jiri, Dorrepaal, Ellen, Dušek, Jiří, Eisenhauer, Nico, Eklundh, Lars, Erickson, Todd E, Erschbamer, Brigitta, Eugster, Werner, Ewers, Robert M, Exton, Dan A, Fanin, Nicolas, Fazlioglu, Fatih, Feigenwinter, Iris, Fenu, Giuseppe, Ferlian, Olga, Fernández Calzado, M Rosa, Fernández-Pascual, Eduardo, Finckh, Manfred, Higgens, Rebecca Finger, Forte, T'ai G W, Freeman, Erika C, Frei, Esther R, Fuentes-Lillo, Eduardo, García, Rafael A, García, María B, Géron, Charly, Gharun, Mana, Ghosn, Dany, Gigauri, Khatuna, Gobin, Anne, Goded, Ignacio, Goeckede, Mathias, Gottschall, Felix, Goulding, Keith, Govaert, Sanne, Graae, Bente Jessen, Greenwood, Sarah, Greiser, Caroline, Grelle, Achim, Guénard, Benoit, Guglielmin, Mauro, Guillemot, Joannès, Haase, Peter, Haider, Sylvia, Halbritter, Aud H, Hamid, Maroof, Hammerle, Albin, Hampe, Arndt, Haugum, Siri V, Hederová, Lucia, Heinesch, Bernard, Helfter, Carole, Hepenstrick, Daniel, Herberich, Maximiliane, Herbst, Mathias, Hermanutz, Luise, Hik, David S, Hoffrén, Raúl, Homeier, Jürgen, Hörtnagl, Lukas, Høye, Toke T, Hrbacek, Filip, Hylander, Kristoffer, Iwata, Hiroki, Jackowicz-Korczynski, Marcin Antoni, Jactel, Hervé, Järveoja, Järvi, Jastrzębowski, Szymon, Jentsch, Anke, Jiménez, Juan J, Jónsdóttir, Ingibjörg S, Jucker, Tommaso, Jump, Alistair S, Juszczak, Radoslaw, Kanka, Róbert, Kašpar, Vít, Kazakis, George, Kelly, Julia, Khuroo, Anzar A, Klemedtsson, Leif, Klisz, Marcin, Kljun, Natascha, Knohl, Alexander, Kobler, Johannes, Kollár, Jozef, Kotowska, Martyna M, Kovács, Bence, Kreyling, Juergen, Lamprecht, Andrea, Lang, Simone I, Larson, Christian, Larson, Keith, Laska, Kamil, le Maire, Guerric, Leihy, Rachel I, Lens, Luc, Liljebladh, Bengt, Lohila, Annalea, Lorite, Juan, Loubet, Benjamin, Lynn, Joshua, Macek, Martin, Mackenzie, Roy, Magliulo, Enzo, Maier, Regine, Malfasi, Francesco, Máliš, František, Man, Matěj, Manca, Giovanni, Manco, Antonio, Manise, Tanguy, Manolaki, Paraskevi, Marciniak, Felipe, Matula, Radim, Mazzolari, Ana Clara, Medinets, Sergiy, Medinets, Volodymyr, Meeussen, Camille, Merinero, Sonia, Mesquita, Rita de Cássia Guimarães, Meusburger, Katrin, Meysman, Filip J R, Michaletz, Sean T, Milbau, Ann, Moiseev, Dmitry, Moiseev, Pavel, Mondoni, Andrea, Monfries, Ruth, Montagnani, Leonardo, Moriana-Armendariz, Mikel, Morra di Cella, Umberto, Mörsdorf, Martin, Mosedale, Jonathan R, Muffler, Lena, Muñoz-Rojas, Miriam, Myers, Jonathan A, Myers-Smith, Isla H, Nagy, Laszlo, Nardino, Marianna, Naujokaitis-Lewis, Ilona, Newling, Emily, Nicklas, Lena, Niedrist, Georg, Niessner, Armin, Nilsson, Mats B, Normand, Signe, Nosetto, Marcelo D, Nouvellon, Yann, Nuñez, Martin A, Ogaya, Romà, Ogée, Jérôme, Okello, Joseph, Olejnik, Janusz, Olesen, Jørgen Eivind, Opedal, Øystein H, Orsenigo, Simone, Palaj, Andrej, Pampuch, Timo, Panov, Alexey V, Pärtel, Meelis, Pastor, Ada, Pauchard, Aníbal, Pauli, Harald, Pavelka, Marian, Pearse, William D, Peichl, Matthias, Pellissier, Loïc, Penczykowski, Rachel M, Penuelas, Josep, Petit Bon, Matteo, Petraglia, Alessandro, Phartyal, Shyam S, Phoenix, Gareth K, Pio, Casimiro, Pitacco, Andrea, Pitteloud, Camille, Plichta, Roman, Porro, Francesco, Portillo-Estrada, Miguel, Poulenard, Jérôme, Poyatos, Rafael, Prokushkin, Anatoly S, Puchalka, Radoslaw, Pușcaș, Mihai, Radujković, Dajana, Randall, Krystal, Ratier Backes, Amanda, Remmele, Sabine, Remmers, Wolfram, Renault, David, Risch, Anita C, Rixen, Christian, Robinson, Sharon A, Robroek, Bjorn J M, Rocha, Adrian V, Rossi, Christian, Rossi, Graziano, Roupsard, Olivier, Rubtsov, Alexey V, Saccone, Patrick, Sagot, Clotilde, Sallo Bravo, Jhonatan, Santos, Cinthya C, Sarneel, Judith M, Scharnweber, Tobias, Schmeddes, Jonas, Schmidt, Marius, Scholten, Thomas, Schuchardt, Max, Schwartz, Naomi, Scott, Tony, Seeber, Julia, Segalin de Andrade, Ana Cristina, Seipel, Tim, Semenchuk, Philipp, Senior, Rebecca A, Serra-Diaz, Josep M, Sewerniak, Piotr, Shekhar, Ankit, Sidenko, Nikita V, Siebicke, Lukas, Siegwart Collier, Laura, Simpson, Elizabeth, Siqueira, David P, Sitková, Zuzana, Six, Johan, Smiljanic, Marko, Smith, Stuart W, Smith-Tripp, Sarah, Somers, Ben, Sørensen, Mia Vedel, Souza, José João L L, Souza, Bartolomeu Israel, Souza Dias, Arildo, Spasojevic, Marko J, Speed, James D M, Spicher, Fabien, Stanisci, Angela, Steinbauer, Klaus, Steinbrecher, Rainer, Steinwandter, Michael, Stemkovski, Michael, Stephan, Jörg G, Stiegler, Christian, Stoll, Stefan, Svátek, Martin, Svoboda, Miroslav, Tagesson, Torbern, Tanentzap, Andrew J, Tanneberger, Franziska, Theurillat, Jean-Paul, Thomas, Haydn J D, Thomas, Andrew D, Tielbörger, Katja, Tomaselli, Marcello, Treier, Urs Albert, Trouillier, Mario, Turtureanu, Pavel Dan, Tutton, Rosamond, Tyystjärvi, Vilna A, Ueyama, Masahito, Ujházy, Karol, Ujházyová, Mariana, Uogintas, Domas, Urban, Anastasiya V, Urban, Josef, Urbaniak, Marek, Ursu, Tudor-Mihai, Vaccari, Francesco Primo, Van de Vondel, Stijn, van den Brink, Liesbeth, Van Geel, Maarten, Vandvik, Vigdis, Vangansbeke, Pieter, Varlagin, Andrej, Veen, G F, Veenendaal, Elmar, Venn, Susanna E, Verbeeck, Hans, Verbrugggen, Erik, Verheijen, Frank G A, Villar, Luis, Vitale, Luca, Vittoz, Pascal, Vives-Ingla, Maria, von Oppen, Jonathan, Walz, Josefine, Wang, Runxi, Wang, Yifeng, Way, Robert G, Wedegärtner, Ronja E M, Weigel, Robert, Wild, Jan, Wilkinson, Matthew, Wilmking, Martin, Wingate, Lisa, Winkler, Manuela, Wipf, Sonja, Wohlfahrt, Georg, Xenakis, Georgios, Yang, Yan, Yu, Zicheng, Yu, Kailiang, Zellweger, Florian, Zhang, Jian, Zhang, Zhaochen, Zhao, Peng, Ziemblińska, Klaudia, Zimmermann, Reiner, Zong, Shengwei, Zyryanov, Viacheslav I, Nijs, Ivan, and Lenoir, Jonathan

Abstract

Research in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1-km2 resolution for 0-5 and 5-15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1-km2 pixels (summarized from 8519 unique temperature sensors) across all the world's major terrestrial biomes, and coarse-grained air temperature estimates from ERA5-Land (an atmospheric reanalysis by the European Centre for Medium-Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (-0.7 ± 2.3°C). The observed substantial and biome-specific offsets emphasize that the projected impacts of climate and climate change on near-surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil-related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications.

Published
2022

29. Strong floristic distinctiveness across Neotropical successional forests

Author

Jakovac, Catarina C., Meave, Jorge A., Bongers, Frans, Letcher, Susan G., Dupuy, Juan Manuel, Piotto, Daniel, Rozendaal, Danaë M.A., Peña-Claros, Marielos, Craven, Dylan, Santos, Braulio A., Siminski, Alexandre, Fantini, Alfredo C., Rodrigues, Alice C., Hernández-Jaramillo, Alma, Idárraga, Alvaro, Junqueira, André B., Zambrano, Angelica María Almeyda, De Jong, Ben H.J., Pinho, Bruno Ximenes, Finegan, Bryan, Castellano-Castro, Carolina, Zambiazi, Daisy Christiane, Dent, Daisy H., García, Daniel Hernán, Kennard, Deborah, Delgado, Diego, Broadbent, Eben N., Ortiz-Malavassi, Edgar, Pérez-García, Eduardo A., Lebrija-Trejos, Edwin, Berenguer, Erika, Marín-Spiotta, Erika, Alvarez-Davila, Esteban, De Sá Sampaio, Everardo Valadares, Melo, Felipe, Elias, Fernando, França, Filipe, Oberleitner, Florian, Mora, Francisco, Williamson, Bruce, Dalla Colletta, Gabriel, Cabral, George A.L., Derroire, Géraldine, Fernandes, Geraldo Wilson, Van Der Wal, Hans, Teixeira, Heitor Mancini, Vester, Henricus F.M., García, Hernando, Vieira, Ima C.G., Jiménez-Montoya, Jaider, De Almeida-Cortez, Jarcilene S., Hall, Jefferson S., Chave, Jerome, Zimmerman, Jess K., Nieto, Jhon Edison, Ferreira, Joice, Rodríguez-Velázquez, Jorge, Ruíz, Jorge, Barlow, Jos, Aguilar-Cano, José, Hernández-Stefanoni, José Luis, Engel, Julien, Becknell, Justin M., Zanini, Kátia, Lohbeck, Madelon, Tabarelli, Marcelo, Romero-Romero, Marco Antonio, Uriarte, Maria, Veloso, Maria D.M., Espírito-Santo, Mário M., Van Der Sande, Masha T., Van Breugel, Michiel, Martínez-Ramos, Miguel, Schwartz, Naomi B., Norden, Natalia, Pérez-Cárdenas, Nathalia, González-Valdivia, Noel, Petronelli, Pascal, Balvanera, Patricia, Massoca, Paulo, Brancalion, Pedro H.S., Villa, Pedro M., Hietz, Peter, Ostertag, Rebecca, López-Camacho, René, César, Ricardo G., Mesquita, Rita, Chazdon, Robin L., Muñoz, Rodrigo, DeWalt, Saara J., Müller, Sandra C., Durán, Sandra M., Martins, Sebastião Venâncio, Ochoa-Gaona, Susana, Rodríguez-Buritica, Susana, Aide, Mitchell, Bentos, Tony Vizcarra, Moreno, Vanessa De S., Granda, Vanessa, Thomas, Wayt, Silver, Whendee L., Nunes, Yule R.F., Poorter, Lourens, Jakovac, Catarina C., Meave, Jorge A., Bongers, Frans, Letcher, Susan G., Dupuy, Juan Manuel, Piotto, Daniel, Rozendaal, Danaë M.A., Peña-Claros, Marielos, Craven, Dylan, Santos, Braulio A., Siminski, Alexandre, Fantini, Alfredo C., Rodrigues, Alice C., Hernández-Jaramillo, Alma, Idárraga, Alvaro, Junqueira, André B., Zambrano, Angelica María Almeyda, De Jong, Ben H.J., Pinho, Bruno Ximenes, Finegan, Bryan, Castellano-Castro, Carolina, Zambiazi, Daisy Christiane, Dent, Daisy H., García, Daniel Hernán, Kennard, Deborah, Delgado, Diego, Broadbent, Eben N., Ortiz-Malavassi, Edgar, Pérez-García, Eduardo A., Lebrija-Trejos, Edwin, Berenguer, Erika, Marín-Spiotta, Erika, Alvarez-Davila, Esteban, De Sá Sampaio, Everardo Valadares, Melo, Felipe, Elias, Fernando, França, Filipe, Oberleitner, Florian, Mora, Francisco, Williamson, Bruce, Dalla Colletta, Gabriel, Cabral, George A.L., Derroire, Géraldine, Fernandes, Geraldo Wilson, Van Der Wal, Hans, Teixeira, Heitor Mancini, Vester, Henricus F.M., García, Hernando, Vieira, Ima C.G., Jiménez-Montoya, Jaider, De Almeida-Cortez, Jarcilene S., Hall, Jefferson S., Chave, Jerome, Zimmerman, Jess K., Nieto, Jhon Edison, Ferreira, Joice, Rodríguez-Velázquez, Jorge, Ruíz, Jorge, Barlow, Jos, Aguilar-Cano, José, Hernández-Stefanoni, José Luis, Engel, Julien, Becknell, Justin M., Zanini, Kátia, Lohbeck, Madelon, Tabarelli, Marcelo, Romero-Romero, Marco Antonio, Uriarte, Maria, Veloso, Maria D.M., Espírito-Santo, Mário M., Van Der Sande, Masha T., Van Breugel, Michiel, Martínez-Ramos, Miguel, Schwartz, Naomi B., Norden, Natalia, Pérez-Cárdenas, Nathalia, González-Valdivia, Noel, Petronelli, Pascal, Balvanera, Patricia, Massoca, Paulo, Brancalion, Pedro H.S., Villa, Pedro M., Hietz, Peter, Ostertag, Rebecca, López-Camacho, René, César, Ricardo G., Mesquita, Rita, Chazdon, Robin L., Muñoz, Rodrigo, DeWalt, Saara J., Müller, Sandra C., Durán, Sandra M., Martins, Sebastião Venâncio, Ochoa-Gaona, Susana, Rodríguez-Buritica, Susana, Aide, Mitchell, Bentos, Tony Vizcarra, Moreno, Vanessa De S., Granda, Vanessa, Thomas, Wayt, Silver, Whendee L., Nunes, Yule R.F., and Poorter, Lourens

Abstract

Forests that regrow naturally on abandoned fields are important for restoring biodiversity and ecosystem services, but can they also preserve the distinct regional tree floras? Using the floristic composition of 1215 early successional forests (≤20 years) in 75 human-modified landscapes across the Neotropic realm, we identified 14 distinct floristic groups, with a between-group dissimilarity of 0.97. Floristic groups were associated with location, bioregions, soil pH, temperature seasonality, and water availability. Hence, there is large continental-scale variation in the species composition of early successional forests, which is mainly associated with biogeographic and environmental factors but not with human disturbance indicators. This floristic distinctiveness is partially driven by regionally restricted species belonging to widespread genera. Early secondary forests contribute therefore to restoring and conserving the distinctiveness of bioregions across the Neotropical realm, and forest restoration initiatives should use local species to assure that these distinct floras are maintained.

Published
2022

30. Global maps of soil temperature

Author

Benito Alonso, José Luis [0000-0003-1086-8834], García González, María Begoña [0000-0003-4231-6006], Ogaya, Romá [0000-0003-4927-8479], Peñuelas, Josep [0000-0002-7215-0150], Hampe, Arndt [0000-0003-2551-9784], Hoffrén, Raúl [0000-0002-9123-304X], Poyatos, Rafael [0000-0003-0521-2523], Lembrechts, Jonas J., Hoogen, Johan van den, Aalto, Juha, Ashcroft, Michael B., De Frenne, Pieter, Kemppinen, Julia, Kopecký, Martin, Luoto, Miska, Maclean, Ilya M. D., Crowther, Thomas W., Bailey, Joseph J., Haesen, Stef, Klinges, David H., Niittynen, Pekka, Scheffers, Brett R., Meerbeek, Koenraad Van, Aartsma, Peter, Abdalaze, Otar, Abedi, Mehdi, Aerts, Rien, Ahmadian, Negar, Ahrends, Antje, Alatalo, Juha M., Alexander, Jake M., Allonsius, Camille Nina, Altman, Jan, Ammann, Christof, Andres, Christian, Andrews, Christopher, Ardö, Jonas, Arriga, Nicola, Arzac, Alberto, Aschero, Valeria, Assis, Rafael L., Assmann, Jakob Johann, Bader, Maaike Y., Bahalkeh, Khadijeh, Barančok, Peter, Barrio, Isabel C., Barros, Agustina, Barthel, Matti, Basham, Edmund W., Bauters, Marijn, Bazzichetto, Manuele, Marchesini, Luca Belelli, Bell, Michael C., Benavides, Juan C., Benito Alonso, José Luis, Berauer, Bernd J., Bjerke, Jarle W., Björk, Robert G., Björkman, Mats P., Björnsdóttir, Katrin, Blonder, Benjamin, Boeckx, Pascal, Boike, Julia, Bokhorst, Stef, Brum, Bárbara N. S., Brůna, Josef, Buchmann, Nina, Buysse, Pauline, Camargo, José Luís, Campoe, Otávio C., Candan, Onur, Canessa, Rafaella, Cannone, Nicoletta, Carbognani, Michele, Carnicer, Jofre, Casanova-Katny, Angélica, Cesarz, Simone, Chojnicki, Bogdan, Choler, Philippe, Chown, Steven L., Cifuentes, Edgar F., Čiliak, Marek, Contador, Tamara, Convey, Peter, Cooper, Elisabeth J., Cremonese, Edoardo, Curasi, Salvatore R., Curtis, Robin, Cutini, Maurizio, Dahlberg, C. Johan, Daskalova, Gergana N., Pablo, Miguel Ángel de, Della Chiesa, Stefano, Dengler, Jürgen, Deronde, Bart, Descombes, Patrice, Di Cecco, Valter, Di Musciano, Michele, Dick, Jan, Dimarco, Romina D., Dolezal, Jiri, Dorrepaal, Ellen, Dušek, Jiří, Eisenhauer, Nico, Eklundh, Lars, Erickson, Todd E., Erschbamer, Brigitta, Eugster, Werner, Ewers, Robert M., Exton, Dan A., Fanin, Nicolas, Fazlioglu, Fatih, Feigenwinter, Iris, Fenu, Giuseppe, Ferlian, Olga, Fernández Calzado, María Rosa, Fernández-Pascual, Eduardo, Finckh, Manfred, Finger Higgens, Rebecca, Forte, T'ai G. W., Freeman, Erika C., Frei, Esther R., Fuentes-Lillo, Eduardo, García, Rafael A., García González, María Begoña, Géron, Charly, Gharun, Mana, Ghosn, Dany, Gigauri, Khatuna, Gobin, Anne, Goded, Ignacio, Goeckede, Mathias, Gottschall, Felix, Goulding, Keith, Govaert, Sanne, Graae, Bente Jessen, Greenwood, Sarah, Greiser, Caroline, Grelle, Achim, Guénard, Benoit, Guglielmin, Mauro, Guillemot, Joannès, Haase, Peter, Haider, Sylvia, Halbritter, Aud H., Hamid, Maroof, Hammerle, Albin, Hampe, Arndt, Haugum, Siri V., Hederová, Lucia, Heinesch, Bernard, Helfter, Carole, Hepenstrick, Daniel, Herberich, Maximiliane, Herbst, Mathias, Hermanutz, Luise, Hik, David S., Hoffrén, Raúl, Homeier, Jürgen, Hörtnagl, Lukas, Høye, Toke T., Hrbacek, Filip, Hylander, Kristoffer, Iwata, Hiroki, Jackowicz-Korczynski, Marcin Antoni, Jactel, Hervé, Järveoja, Järvi, Jastrzębowski, Szymon, Jentsch, Anke, Jiménez, Juan J., Jónsdóttir, Ingibjörg S., Jucker, Tommaso, Jump, Alistair S., Juszczak, Radoslaw, Kanka, Róbert, Kašpar, Vít, Kazakis, George, Kelly, Julia, Khuroo, Anzar A., Klemedtsson, Leif, Klisz, Marcin, Kljun, Natascha, Knohl, Alexander, Kobler, Johannes, Kollár, Jozef, Kotowska, Martyna M., Kovács, Bence, Kreyling, Juergen, Lamprecht, Andrea, Lang, Simone I., Larson, Christian, Larson, Keith, Laska, Kamil, Le Maire, Guerric, Leihy, Rachel I., Lens, Luc, Liljebladh, Bengt, Lohila, Annalea, Lorite, Juan, Loubet, Benjamin, Lynn, Joshua, Macek, Martin, Mackenzie, Roy, Magliulo, Enzo, Maier, Regine, Malfasi, Francesco, Máliš, František, Man, Matěj, Manca, Giovanni, Manco, Antonio, Manise, Tanguy, Manolaki, Paraskevi, Marciniak, Felipe, Matula, Radim, Mazzolari, Ana Clara, Medinets, Sergiy, Medinets, Volodymyr, Meeussen, Camille, Merinero, Sonia, Mesquita, Rita de Cássia Guimarães, Meusburger, Katrin, Meysman, Filip J. R., Michaletz, Sean T., Milbau, Ann, Moiseev, Dmitry, Moiseev, Pavel, Mondoni, Andrea, Monfries, Ruth, Montagnani, Leonardo, Moriana-Armendariz, Mikel, Morra di Cella, Umberto, Mörsdorf, Martin, Mosedale, Jonathan R., Muffler, Lena, Muñoz-Rojas, Miriam, Myers, Jonathan A., Myers-Smith, Isla H., Nagy, Laszlo, Nardino, Marianna, Naujokaitis-Lewis, Ilona, Newling, Emily, Nicklas, Lena, Niedrist, Georg, Niessner, Armin, Nilsson, Mats B., Normand, Signe, Nosetto, Marcelo D., Nouvellon, Yann, Nuñez, Martin A., Ogaya, Romá, Ogée, Jérôme, Okello, Joseph, Olejnik, Janusz, Olesen, Jørgen Eivind, Opedal, Øystein H., Orsenigo, Simone, Palaj, Andrej, Pampuch, Timo, Panov, Alexey V., Pärtel, Meelis, Pastor, Ada, Pauchard, Aníbal, Pauli, Harald, Pavelka, Marian, Pearse, William D., Peichl, Matthias, Pellissier, Loïc, Penczykowski, Rachel M., Peñuelas, Josep, Petit Bon, Matteo, Petraglia, Alessandro, Phartyal, Shyam S., Phoenix, Gareth K., Pio, Casimiro, Pitacco, Andrea, Pitteloud, Camille, Plichta, Roman, Porro, Francesco, Portillo-Estrada, Miguel, Poulenard, Jérôme, Poyatos, Rafael, Prokushkin, Anatoly S., Puchalka, Radoslaw, Pușcaș, Mihai, Radujković, Dajana, Randall, Krystal, Ratier Backes, Amanda, Remmele, Sabine, Remmers, Wolfram, Renault, David, Risch, Anita C., Rixen, Christian, Robinson, Sharon A., Robroek, Bjorn J. M., Rocha, Adrian V., Rossi, Christian, Rossi, Graziano, Roupsard, Olivier, Rubtsov, Alexey V., Saccone, Patrick, Sagot, Clotilde, Sallo Bravo, Jhonatan, Santos, Cinthya C., Sarneel, Judith M., Scharnweber, Tobias, Schmeddes, Jonas, Schmidt, Marius, Scholten, Thomas, Schuchardt, Max, Schwartz, Naomi, Scott, Tony, Seeber, Julia, Segalin de Andrade, Ana Cristina, Seipel, Tim, Semenchuk, Philipp, Senior, Rebecca A., Serra-Diaz, Josep M., Sewerniak, Piotr, Shekhar, Ankit, Sidenko, Nikita V., Siebicke, Lukas, Siegwart Collier, Laura, Simpson, Elizabeth, Siqueira, David P., Sitková, Zuzana, Six, Johan, Smiljanic, Marko, Smith, Stuart W., Smith-Tripp, Sarah, Somers, Ben, Sørensen, Mia Vedel, Souza, José João L. L., Souza, Bartolomeu Israel, Souza Dias, Arildo, Spasojevic, Marko J., Speed, James D. M., Spicher, Fabien, Stanisci, Angela, Steinbauer, Klaus, Steinbrecher, Rainer, Steinwandter, Michael, Stemkovski, Michael, Stephan, Jörg G., Stiegler, Christian, Stoll, Stefan, Svátek, Martin, Svoboda, Miroslav, Tagesson, Torbern, Tanentzap, Andrew J., Tanneberger, Franziska, Theurillat, Jean-Paul, Thomas, Haydn J. D., Thomas, Andrew D., Tielbörger, Katja, Tomaselli, Marcello, Treier, Urs Albert, Trouillier, Mario, Turtureanu, Pavel Dan, Tutton, Rosamond, Tyystjärvi, Vilna A., Ueyama, Masahito, Ujházy, Karol, Ujházyová, Mariana, Uogintas, Domas, Urban, Anastasiya V., Urban, Josef, Urbaniak, Marek, Ursu, Tudor-Mihai, Vaccari, Francesco Primo, Van de Vondel, Stijn, van den Brink, Liesbeth, Van Geel, Maarten, Vandvik, Vigdis, Vangansbeke, Pieter, Varlagin, Andrej, Veen, G. F., Veenendaal, Elmar, Venn, Susanna E., Verbeeck, Hans, Verbrugggen, Erik, Verheijen, Frank G. A., Villar Pérez, Luis, Vitale, Luca, Vittoz, Pascal, Vives-Ingla, Maria, Oppen, Jonathan von, Walz, Josefine, Wang, Runxi, Wang, Yifeng, Way, Robert G., Wedegärtner, Ronja E. M., Weigel, Robert, Wild, Jan, Wilkinson, Matthew, Wilmking, Martin, Wingate, Lisa, Winkler, Manuela, Wipf, Sonja, Wohlfahrt, Georg, Xenakis, Georgios, Yang, Yan, Yu, Zicheng, Yu, Kailiang, Zellweger, Florian, Zhang, Jian, Zhang, Zhaochen, Zhao, Peng, Ziemblińska, Klaudia, Zimmermann, Reiner, Zong, Shengwei, Zyryanov, Viacheslav I., Nijs, Ivan, Lenoir, Jonathan, Benito Alonso, José Luis [0000-0003-1086-8834], García González, María Begoña [0000-0003-4231-6006], Ogaya, Romá [0000-0003-4927-8479], Peñuelas, Josep [0000-0002-7215-0150], Hampe, Arndt [0000-0003-2551-9784], Hoffrén, Raúl [0000-0002-9123-304X], Poyatos, Rafael [0000-0003-0521-2523], Lembrechts, Jonas J., Hoogen, Johan van den, Aalto, Juha, Ashcroft, Michael B., De Frenne, Pieter, Kemppinen, Julia, Kopecký, Martin, Luoto, Miska, Maclean, Ilya M. D., Crowther, Thomas W., Bailey, Joseph J., Haesen, Stef, Klinges, David H., Niittynen, Pekka, Scheffers, Brett R., Meerbeek, Koenraad Van, Aartsma, Peter, Abdalaze, Otar, Abedi, Mehdi, Aerts, Rien, Ahmadian, Negar, Ahrends, Antje, Alatalo, Juha M., Alexander, Jake M., Allonsius, Camille Nina, Altman, Jan, Ammann, Christof, Andres, Christian, Andrews, Christopher, Ardö, Jonas, Arriga, Nicola, Arzac, Alberto, Aschero, Valeria, Assis, Rafael L., Assmann, Jakob Johann, Bader, Maaike Y., Bahalkeh, Khadijeh, Barančok, Peter, Barrio, Isabel C., Barros, Agustina, Barthel, Matti, Basham, Edmund W., Bauters, Marijn, Bazzichetto, Manuele, Marchesini, Luca Belelli, Bell, Michael C., Benavides, Juan C., Benito Alonso, José Luis, Berauer, Bernd J., Bjerke, Jarle W., Björk, Robert G., Björkman, Mats P., Björnsdóttir, Katrin, Blonder, Benjamin, Boeckx, Pascal, Boike, Julia, Bokhorst, Stef, Brum, Bárbara N. S., Brůna, Josef, Buchmann, Nina, Buysse, Pauline, Camargo, José Luís, Campoe, Otávio C., Candan, Onur, Canessa, Rafaella, Cannone, Nicoletta, Carbognani, Michele, Carnicer, Jofre, Casanova-Katny, Angélica, Cesarz, Simone, Chojnicki, Bogdan, Choler, Philippe, Chown, Steven L., Cifuentes, Edgar F., Čiliak, Marek, Contador, Tamara, Convey, Peter, Cooper, Elisabeth J., Cremonese, Edoardo, Curasi, Salvatore R., Curtis, Robin, Cutini, Maurizio, Dahlberg, C. Johan, Daskalova, Gergana N., Pablo, Miguel Ángel de, Della Chiesa, Stefano, Dengler, Jürgen, Deronde, Bart, Descombes, Patrice, Di Cecco, Valter, Di Musciano, Michele, Dick, Jan, Dimarco, Romina D., Dolezal, Jiri, Dorrepaal, Ellen, Dušek, Jiří, Eisenhauer, Nico, Eklundh, Lars, Erickson, Todd E., Erschbamer, Brigitta, Eugster, Werner, Ewers, Robert M., Exton, Dan A., Fanin, Nicolas, Fazlioglu, Fatih, Feigenwinter, Iris, Fenu, Giuseppe, Ferlian, Olga, Fernández Calzado, María Rosa, Fernández-Pascual, Eduardo, Finckh, Manfred, Finger Higgens, Rebecca, Forte, T'ai G. W., Freeman, Erika C., Frei, Esther R., Fuentes-Lillo, Eduardo, García, Rafael A., García González, María Begoña, Géron, Charly, Gharun, Mana, Ghosn, Dany, Gigauri, Khatuna, Gobin, Anne, Goded, Ignacio, Goeckede, Mathias, Gottschall, Felix, Goulding, Keith, Govaert, Sanne, Graae, Bente Jessen, Greenwood, Sarah, Greiser, Caroline, Grelle, Achim, Guénard, Benoit, Guglielmin, Mauro, Guillemot, Joannès, Haase, Peter, Haider, Sylvia, Halbritter, Aud H., Hamid, Maroof, Hammerle, Albin, Hampe, Arndt, Haugum, Siri V., Hederová, Lucia, Heinesch, Bernard, Helfter, Carole, Hepenstrick, Daniel, Herberich, Maximiliane, Herbst, Mathias, Hermanutz, Luise, Hik, David S., Hoffrén, Raúl, Homeier, Jürgen, Hörtnagl, Lukas, Høye, Toke T., Hrbacek, Filip, Hylander, Kristoffer, Iwata, Hiroki, Jackowicz-Korczynski, Marcin Antoni, Jactel, Hervé, Järveoja, Järvi, Jastrzębowski, Szymon, Jentsch, Anke, Jiménez, Juan J., Jónsdóttir, Ingibjörg S., Jucker, Tommaso, Jump, Alistair S., Juszczak, Radoslaw, Kanka, Róbert, Kašpar, Vít, Kazakis, George, Kelly, Julia, Khuroo, Anzar A., Klemedtsson, Leif, Klisz, Marcin, Kljun, Natascha, Knohl, Alexander, Kobler, Johannes, Kollár, Jozef, Kotowska, Martyna M., Kovács, Bence, Kreyling, Juergen, Lamprecht, Andrea, Lang, Simone I., Larson, Christian, Larson, Keith, Laska, Kamil, Le Maire, Guerric, Leihy, Rachel I., Lens, Luc, Liljebladh, Bengt, Lohila, Annalea, Lorite, Juan, Loubet, Benjamin, Lynn, Joshua, Macek, Martin, Mackenzie, Roy, Magliulo, Enzo, Maier, Regine, Malfasi, Francesco, Máliš, František, Man, Matěj, Manca, Giovanni, Manco, Antonio, Manise, Tanguy, Manolaki, Paraskevi, Marciniak, Felipe, Matula, Radim, Mazzolari, Ana Clara, Medinets, Sergiy, Medinets, Volodymyr, Meeussen, Camille, Merinero, Sonia, Mesquita, Rita de Cássia Guimarães, Meusburger, Katrin, Meysman, Filip J. R., Michaletz, Sean T., Milbau, Ann, Moiseev, Dmitry, Moiseev, Pavel, Mondoni, Andrea, Monfries, Ruth, Montagnani, Leonardo, Moriana-Armendariz, Mikel, Morra di Cella, Umberto, Mörsdorf, Martin, Mosedale, Jonathan R., Muffler, Lena, Muñoz-Rojas, Miriam, Myers, Jonathan A., Myers-Smith, Isla H., Nagy, Laszlo, Nardino, Marianna, Naujokaitis-Lewis, Ilona, Newling, Emily, Nicklas, Lena, Niedrist, Georg, Niessner, Armin, Nilsson, Mats B., Normand, Signe, Nosetto, Marcelo D., Nouvellon, Yann, Nuñez, Martin A., Ogaya, Romá, Ogée, Jérôme, Okello, Joseph, Olejnik, Janusz, Olesen, Jørgen Eivind, Opedal, Øystein H., Orsenigo, Simone, Palaj, Andrej, Pampuch, Timo, Panov, Alexey V., Pärtel, Meelis, Pastor, Ada, Pauchard, Aníbal, Pauli, Harald, Pavelka, Marian, Pearse, William D., Peichl, Matthias, Pellissier, Loïc, Penczykowski, Rachel M., Peñuelas, Josep, Petit Bon, Matteo, Petraglia, Alessandro, Phartyal, Shyam S., Phoenix, Gareth K., Pio, Casimiro, Pitacco, Andrea, Pitteloud, Camille, Plichta, Roman, Porro, Francesco, Portillo-Estrada, Miguel, Poulenard, Jérôme, Poyatos, Rafael, Prokushkin, Anatoly S., Puchalka, Radoslaw, Pușcaș, Mihai, Radujković, Dajana, Randall, Krystal, Ratier Backes, Amanda, Remmele, Sabine, Remmers, Wolfram, Renault, David, Risch, Anita C., Rixen, Christian, Robinson, Sharon A., Robroek, Bjorn J. M., Rocha, Adrian V., Rossi, Christian, Rossi, Graziano, Roupsard, Olivier, Rubtsov, Alexey V., Saccone, Patrick, Sagot, Clotilde, Sallo Bravo, Jhonatan, Santos, Cinthya C., Sarneel, Judith M., Scharnweber, Tobias, Schmeddes, Jonas, Schmidt, Marius, Scholten, Thomas, Schuchardt, Max, Schwartz, Naomi, Scott, Tony, Seeber, Julia, Segalin de Andrade, Ana Cristina, Seipel, Tim, Semenchuk, Philipp, Senior, Rebecca A., Serra-Diaz, Josep M., Sewerniak, Piotr, Shekhar, Ankit, Sidenko, Nikita V., Siebicke, Lukas, Siegwart Collier, Laura, Simpson, Elizabeth, Siqueira, David P., Sitková, Zuzana, Six, Johan, Smiljanic, Marko, Smith, Stuart W., Smith-Tripp, Sarah, Somers, Ben, Sørensen, Mia Vedel, Souza, José João L. L., Souza, Bartolomeu Israel, Souza Dias, Arildo, Spasojevic, Marko J., Speed, James D. M., Spicher, Fabien, Stanisci, Angela, Steinbauer, Klaus, Steinbrecher, Rainer, Steinwandter, Michael, Stemkovski, Michael, Stephan, Jörg G., Stiegler, Christian, Stoll, Stefan, Svátek, Martin, Svoboda, Miroslav, Tagesson, Torbern, Tanentzap, Andrew J., Tanneberger, Franziska, Theurillat, Jean-Paul, Thomas, Haydn J. D., Thomas, Andrew D., Tielbörger, Katja, Tomaselli, Marcello, Treier, Urs Albert, Trouillier, Mario, Turtureanu, Pavel Dan, Tutton, Rosamond, Tyystjärvi, Vilna A., Ueyama, Masahito, Ujházy, Karol, Ujházyová, Mariana, Uogintas, Domas, Urban, Anastasiya V., Urban, Josef, Urbaniak, Marek, Ursu, Tudor-Mihai, Vaccari, Francesco Primo, Van de Vondel, Stijn, van den Brink, Liesbeth, Van Geel, Maarten, Vandvik, Vigdis, Vangansbeke, Pieter, Varlagin, Andrej, Veen, G. F., Veenendaal, Elmar, Venn, Susanna E., Verbeeck, Hans, Verbrugggen, Erik, Verheijen, Frank G. A., Villar Pérez, Luis, Vitale, Luca, Vittoz, Pascal, Vives-Ingla, Maria, Oppen, Jonathan von, Walz, Josefine, Wang, Runxi, Wang, Yifeng, Way, Robert G., Wedegärtner, Ronja E. M., Weigel, Robert, Wild, Jan, Wilkinson, Matthew, Wilmking, Martin, Wingate, Lisa, Winkler, Manuela, Wipf, Sonja, Wohlfahrt, Georg, Xenakis, Georgios, Yang, Yan, Yu, Zicheng, Yu, Kailiang, Zellweger, Florian, Zhang, Jian, Zhang, Zhaochen, Zhao, Peng, Ziemblińska, Klaudia, Zimmermann, Reiner, Zong, Shengwei, Zyryanov, Viacheslav I., Nijs, Ivan, and Lenoir, Jonathan

Abstract

Research in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1-km2 resolution for 0-5 and 5-15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1-km2 pixels (summarized from 8519 unique temperature sensors) across all the world's major terrestrial biomes, and coarse-grained air temperature estimates from ERA5-Land (an atmospheric reanalysis by the European Centre for Medium-Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (-0.7 ± 2.3°C). The observed substantial and biome-specific offsets emphasize that the projected impacts of climate and climate change on near-surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil-related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications.

Published
2022

31. Global maps of soil temperature

Author

Lembrechts, Jonas J., primary, van den Hoogen, Johan, additional, Aalto, Juha, additional, Ashcroft, Michael B., additional, De Frenne, Pieter, additional, Kemppinen, Julia, additional, Kopecký, Martin, additional, Luoto, Miska, additional, Maclean, Ilya M. D., additional, Crowther, Thomas W., additional, Bailey, Joseph J., additional, Haesen, Stef, additional, Klinges, David H., additional, Niittynen, Pekka, additional, Scheffers, Brett R., additional, Van Meerbeek, Koenraad, additional, Aartsma, Peter, additional, Abdalaze, Otar, additional, Abedi, Mehdi, additional, Aerts, Rien, additional, Ahmadian, Negar, additional, Ahrends, Antje, additional, Alatalo, Juha M., additional, Alexander, Jake M., additional, Allonsius, Camille Nina, additional, Altman, Jan, additional, Ammann, Christof, additional, Andres, Christian, additional, Andrews, Christopher, additional, Ardö, Jonas, additional, Arriga, Nicola, additional, Arzac, Alberto, additional, Aschero, Valeria, additional, Assis, Rafael L., additional, Assmann, Jakob Johann, additional, Bader, Maaike Y., additional, Bahalkeh, Khadijeh, additional, Barančok, Peter, additional, Barrio, Isabel C., additional, Barros, Agustina, additional, Barthel, Matti, additional, Basham, Edmund W., additional, Bauters, Marijn, additional, Bazzichetto, Manuele, additional, Marchesini, Luca Belelli, additional, Bell, Michael C., additional, Benavides, Juan C., additional, Benito Alonso, José Luis, additional, Berauer, Bernd J., additional, Bjerke, Jarle W., additional, Björk, Robert G., additional, Björkman, Mats P., additional, Björnsdóttir, Katrin, additional, Blonder, Benjamin, additional, Boeckx, Pascal, additional, Boike, Julia, additional, Bokhorst, Stef, additional, Brum, Bárbara N. S., additional, Brůna, Josef, additional, Buchmann, Nina, additional, Buysse, Pauline, additional, Camargo, José Luís, additional, Campoe, Otávio C., additional, Candan, Onur, additional, Canessa, Rafaella, additional, Cannone, Nicoletta, additional, Carbognani, Michele, additional, Carnicer, Jofre, additional, Casanova‐Katny, Angélica, additional, Cesarz, Simone, additional, Chojnicki, Bogdan, additional, Choler, Philippe, additional, Chown, Steven L., additional, Cifuentes, Edgar F., additional, Čiliak, Marek, additional, Contador, Tamara, additional, Convey, Peter, additional, Cooper, Elisabeth J., additional, Cremonese, Edoardo, additional, Curasi, Salvatore R., additional, Curtis, Robin, additional, Cutini, Maurizio, additional, Dahlberg, C. Johan, additional, Daskalova, Gergana N., additional, de Pablo, Miguel Angel, additional, Della Chiesa, Stefano, additional, Dengler, Jürgen, additional, Deronde, Bart, additional, Descombes, Patrice, additional, Di Cecco, Valter, additional, Di Musciano, Michele, additional, Dick, Jan, additional, Dimarco, Romina D., additional, Dolezal, Jiri, additional, Dorrepaal, Ellen, additional, Dušek, Jiří, additional, Eisenhauer, Nico, additional, Eklundh, Lars, additional, Erickson, Todd E., additional, Erschbamer, Brigitta, additional, Eugster, Werner, additional, Ewers, Robert M., additional, Exton, Dan A., additional, Fanin, Nicolas, additional, Fazlioglu, Fatih, additional, Feigenwinter, Iris, additional, Fenu, Giuseppe, additional, Ferlian, Olga, additional, Fernández Calzado, M. Rosa, additional, Fernández‐Pascual, Eduardo, additional, Finckh, Manfred, additional, Higgens, Rebecca Finger, additional, Forte, T'ai G. W., additional, Freeman, Erika C., additional, Frei, Esther R., additional, Fuentes‐Lillo, Eduardo, additional, García, Rafael A., additional, García, María B., additional, Géron, Charly, additional, Gharun, Mana, additional, Ghosn, Dany, additional, Gigauri, Khatuna, additional, Gobin, Anne, additional, Goded, Ignacio, additional, Goeckede, Mathias, additional, Gottschall, Felix, additional, Goulding, Keith, additional, Govaert, Sanne, additional, Graae, Bente Jessen, additional, Greenwood, Sarah, additional, Greiser, Caroline, additional, Grelle, Achim, additional, Guénard, Benoit, additional, Guglielmin, Mauro, additional, Guillemot, Joannès, additional, Haase, Peter, additional, Haider, Sylvia, additional, Halbritter, Aud H., additional, Hamid, Maroof, additional, Hammerle, Albin, additional, Hampe, Arndt, additional, Haugum, Siri V., additional, Hederová, Lucia, additional, Heinesch, Bernard, additional, Helfter, Carole, additional, Hepenstrick, Daniel, additional, Herberich, Maximiliane, additional, Herbst, Mathias, additional, Hermanutz, Luise, additional, Hik, David S., additional, Hoffrén, Raúl, additional, Homeier, Jürgen, additional, Hörtnagl, Lukas, additional, Høye, Toke T., additional, Hrbacek, Filip, additional, Hylander, Kristoffer, additional, Iwata, Hiroki, additional, Jackowicz‐Korczynski, Marcin Antoni, additional, Jactel, Hervé, additional, Järveoja, Järvi, additional, Jastrzębowski, Szymon, additional, Jentsch, Anke, additional, Jiménez, Juan J., additional, Jónsdóttir, Ingibjörg S., additional, Jucker, Tommaso, additional, Jump, Alistair S., additional, Juszczak, Radoslaw, additional, Kanka, Róbert, additional, Kašpar, Vít, additional, Kazakis, George, additional, Kelly, Julia, additional, Khuroo, Anzar A., additional, Klemedtsson, Leif, additional, Klisz, Marcin, additional, Kljun, Natascha, additional, Knohl, Alexander, additional, Kobler, Johannes, additional, Kollár, Jozef, additional, Kotowska, Martyna M., additional, Kovács, Bence, additional, Kreyling, Juergen, additional, Lamprecht, Andrea, additional, Lang, Simone I., additional, Larson, Christian, additional, Larson, Keith, additional, Laska, Kamil, additional, le Maire, Guerric, additional, Leihy, Rachel I., additional, Lens, Luc, additional, Liljebladh, Bengt, additional, Lohila, Annalea, additional, Lorite, Juan, additional, Loubet, Benjamin, additional, Lynn, Joshua, additional, Macek, Martin, additional, Mackenzie, Roy, additional, Magliulo, Enzo, additional, Maier, Regine, additional, Malfasi, Francesco, additional, Máliš, František, additional, Man, Matěj, additional, Manca, Giovanni, additional, Manco, Antonio, additional, Manise, Tanguy, additional, Manolaki, Paraskevi, additional, Marciniak, Felipe, additional, Matula, Radim, additional, Mazzolari, Ana Clara, additional, Medinets, Sergiy, additional, Medinets, Volodymyr, additional, Meeussen, Camille, additional, Merinero, Sonia, additional, Mesquita, Rita de Cássia Guimarães, additional, Meusburger, Katrin, additional, Meysman, Filip J. R., additional, Michaletz, Sean T., additional, Milbau, Ann, additional, Moiseev, Dmitry, additional, Moiseev, Pavel, additional, Mondoni, Andrea, additional, Monfries, Ruth, additional, Montagnani, Leonardo, additional, Moriana‐Armendariz, Mikel, additional, Morra di Cella, Umberto, additional, Mörsdorf, Martin, additional, Mosedale, Jonathan R., additional, Muffler, Lena, additional, Muñoz‐Rojas, Miriam, additional, Myers, Jonathan A., additional, Myers‐Smith, Isla H., additional, Nagy, Laszlo, additional, Nardino, Marianna, additional, Naujokaitis‐Lewis, Ilona, additional, Newling, Emily, additional, Nicklas, Lena, additional, Niedrist, Georg, additional, Niessner, Armin, additional, Nilsson, Mats B., additional, Normand, Signe, additional, Nosetto, Marcelo D., additional, Nouvellon, Yann, additional, Nuñez, Martin A., additional, Ogaya, Romà, additional, Ogée, Jérôme, additional, Okello, Joseph, additional, Olejnik, Janusz, additional, Olesen, Jørgen Eivind, additional, Opedal, Øystein H., additional, Orsenigo, Simone, additional, Palaj, Andrej, additional, Pampuch, Timo, additional, Panov, Alexey V., additional, Pärtel, Meelis, additional, Pastor, Ada, additional, Pauchard, Aníbal, additional, Pauli, Harald, additional, Pavelka, Marian, additional, Pearse, William D., additional, Peichl, Matthias, additional, Pellissier, Loïc, additional, Penczykowski, Rachel M., additional, Penuelas, Josep, additional, Petit Bon, Matteo, additional, Petraglia, Alessandro, additional, Phartyal, Shyam S., additional, Phoenix, Gareth K., additional, Pio, Casimiro, additional, Pitacco, Andrea, additional, Pitteloud, Camille, additional, Plichta, Roman, additional, Porro, Francesco, additional, Portillo‐Estrada, Miguel, additional, Poulenard, Jérôme, additional, Poyatos, Rafael, additional, Prokushkin, Anatoly S., additional, Puchalka, Radoslaw, additional, Pușcaș, Mihai, additional, Radujković, Dajana, additional, Randall, Krystal, additional, Ratier Backes, Amanda, additional, Remmele, Sabine, additional, Remmers, Wolfram, additional, Renault, David, additional, Risch, Anita C., additional, Rixen, Christian, additional, Robinson, Sharon A., additional, Robroek, Bjorn J. M., additional, Rocha, Adrian V., additional, Rossi, Christian, additional, Rossi, Graziano, additional, Roupsard, Olivier, additional, Rubtsov, Alexey V., additional, Saccone, Patrick, additional, Sagot, Clotilde, additional, Sallo Bravo, Jhonatan, additional, Santos, Cinthya C., additional, Sarneel, Judith M., additional, Scharnweber, Tobias, additional, Schmeddes, Jonas, additional, Schmidt, Marius, additional, Scholten, Thomas, additional, Schuchardt, Max, additional, Schwartz, Naomi, additional, Scott, Tony, additional, Seeber, Julia, additional, Segalin de Andrade, Ana Cristina, additional, Seipel, Tim, additional, Semenchuk, Philipp, additional, Senior, Rebecca A., additional, Serra‐Diaz, Josep M., additional, Sewerniak, Piotr, additional, Shekhar, Ankit, additional, Sidenko, Nikita V., additional, Siebicke, Lukas, additional, Siegwart Collier, Laura, additional, Simpson, Elizabeth, additional, Siqueira, David P., additional, Sitková, Zuzana, additional, Six, Johan, additional, Smiljanic, Marko, additional, Smith, Stuart W., additional, Smith‐Tripp, Sarah, additional, Somers, Ben, additional, Sørensen, Mia Vedel, additional, Souza, José João L. L., additional, Souza, Bartolomeu Israel, additional, Souza Dias, Arildo, additional, Spasojevic, Marko J., additional, Speed, James D. M., additional, Spicher, Fabien, additional, Stanisci, Angela, additional, Steinbauer, Klaus, additional, Steinbrecher, Rainer, additional, Steinwandter, Michael, additional, Stemkovski, Michael, additional, Stephan, Jörg G., additional, Stiegler, Christian, additional, Stoll, Stefan, additional, Svátek, Martin, additional, Svoboda, Miroslav, additional, Tagesson, Torbern, additional, Tanentzap, Andrew J., additional, Tanneberger, Franziska, additional, Theurillat, Jean‐Paul, additional, Thomas, Haydn J. D., additional, Thomas, Andrew D., additional, Tielbörger, Katja, additional, Tomaselli, Marcello, additional, Treier, Urs Albert, additional, Trouillier, Mario, additional, Turtureanu, Pavel Dan, additional, Tutton, Rosamond, additional, Tyystjärvi, Vilna A., additional, Ueyama, Masahito, additional, Ujházy, Karol, additional, Ujházyová, Mariana, additional, Uogintas, Domas, additional, Urban, Anastasiya V., additional, Urban, Josef, additional, Urbaniak, Marek, additional, Ursu, Tudor‐Mihai, additional, Vaccari, Francesco Primo, additional, Van de Vondel, Stijn, additional, van den Brink, Liesbeth, additional, Van Geel, Maarten, additional, Vandvik, Vigdis, additional, Vangansbeke, Pieter, additional, Varlagin, Andrej, additional, Veen, G. F., additional, Veenendaal, Elmar, additional, Venn, Susanna E., additional, Verbeeck, Hans, additional, Verbrugggen, Erik, additional, Verheijen, Frank G. A., additional, Villar, Luis, additional, Vitale, Luca, additional, Vittoz, Pascal, additional, Vives‐Ingla, Maria, additional, von Oppen, Jonathan, additional, Walz, Josefine, additional, Wang, Runxi, additional, Wang, Yifeng, additional, Way, Robert G., additional, Wedegärtner, Ronja E. M., additional, Weigel, Robert, additional, Wild, Jan, additional, Wilkinson, Matthew, additional, Wilmking, Martin, additional, Wingate, Lisa, additional, Winkler, Manuela, additional, Wipf, Sonja, additional, Wohlfahrt, Georg, additional, Xenakis, Georgios, additional, Yang, Yan, additional, Yu, Zicheng, additional, Yu, Kailiang, additional, Zellweger, Florian, additional, Zhang, Jian, additional, Zhang, Zhaochen, additional, Zhao, Peng, additional, Ziemblińska, Klaudia, additional, Zimmermann, Reiner, additional, Zong, Shengwei, additional, Zyryanov, Viacheslav I., additional, Nijs, Ivan, additional, and Lenoir, Jonathan, additional

Published
2022
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34. Multidimensional tropical forest recovery

Author

Poorter, Lourens, primary, Craven, Dylan, additional, Jakovac, Catarina C., additional, van der Sande, Masha T., additional, Amissah, Lucy, additional, Bongers, Frans, additional, Chazdon, Robin L., additional, Farrior, Caroline E., additional, Kambach, Stephan, additional, Meave, Jorge A., additional, Muñoz, Rodrigo, additional, Norden, Natalia, additional, Rüger, Nadja, additional, van Breugel, Michiel, additional, Almeyda Zambrano, Angélica María, additional, Amani, Bienvenu, additional, Andrade, José Luis, additional, Brancalion, Pedro H. S., additional, Broadbent, Eben N., additional, de Foresta, Hubert, additional, Dent, Daisy H., additional, Derroire, Géraldine, additional, DeWalt, Saara J., additional, Dupuy, Juan M., additional, Durán, Sandra M., additional, Fantini, Alfredo C., additional, Finegan, Bryan, additional, Hernández-Jaramillo, Alma, additional, Hernández-Stefanoni, José Luis, additional, Hietz, Peter, additional, Junqueira, André B., additional, N’dja, Justin Kassi, additional, Letcher, Susan G., additional, Lohbeck, Madelon, additional, López-Camacho, René, additional, Martínez-Ramos, Miguel, additional, Melo, Felipe P. L., additional, Mora, Francisco, additional, Müller, Sandra C., additional, N’Guessan, Anny E., additional, Oberleitner, Florian, additional, Ortiz-Malavassi, Edgar, additional, Pérez-García, Eduardo A., additional, Pinho, Bruno X., additional, Piotto, Daniel, additional, Powers, Jennifer S., additional, Rodríguez-Buriticá, Susana, additional, Rozendaal, Danaë M. A., additional, Ruíz, Jorge, additional, Tabarelli, Marcelo, additional, Teixeira, Heitor Mancini, additional, Valadares de Sá Barretto Sampaio, Everardo, additional, van der Wal, Hans, additional, Villa, Pedro M., additional, Fernandes, Geraldo W., additional, Santos, Braulio A., additional, Aguilar-Cano, José, additional, de Almeida-Cortez, Jarcilene S., additional, Alvarez-Davila, Esteban, additional, Arreola-Villa, Felipe, additional, Balvanera, Patricia, additional, Becknell, Justin M., additional, Cabral, George A. L., additional, Castellanos-Castro, Carolina, additional, de Jong, Ben H. J., additional, Nieto, Jhon Edison, additional, Espírito-Santo, Mário M., additional, Fandino, Maria C., additional, García, Hernando, additional, García-Villalobos, Daniel, additional, Hall, Jefferson S., additional, Idárraga, Alvaro, additional, Jiménez-Montoya, Jaider, additional, Kennard, Deborah, additional, Marín-Spiotta, Erika, additional, Mesquita, Rita, additional, Nunes, Yule R. F., additional, Ochoa-Gaona, Susana, additional, Peña-Claros, Marielos, additional, Pérez-Cárdenas, Nathalia, additional, Rodríguez-Velázquez, Jorge, additional, Villanueva, Lucía Sanaphre, additional, Schwartz, Naomi B., additional, Steininger, Marc K., additional, Veloso, Maria D. M., additional, Vester, Henricus F. M., additional, Vieira, Ima C. G., additional, Williamson, G. Bruce, additional, Zanini, Kátia, additional, and Hérault, Bruno, additional

Published
2021
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35. Biomass resilience of Neotropical secondary forests

Author

Poorter, Lourens, Bongers, Frans, Aide, Mitchell T., Zambrano, Angélica Almeyda M., Balvanera, Patricia, Becknell, Justin M., Boukili, Vanessa, Brancalion, Pedro H. S., Broadbent, Eben N., Chazdon, Robin L., Craven, Dylan, de Almeida-Cortez, Jarcilene S., Cabral, George A. L., de Jong, Ben H. J., Denslow, Julie S., Dent, Daisy H., DeWalt, Saara J., Dupuy, Juan M., Durán, Sandra M., Espírito-Santo, Mario M., Fandino, María C., César, Ricardo G., Hall, Jefferson S., Hernandez-Stefanoni, José Luis, Jakovac, Catarina C., Junqueira, André B., Kennard, Deborah, Letcher, Susan G., Licona, Juan-Carlos, Lohbeck, Madelon, Marín-Spiotta, Erika, Martínez-Ramos, Miguel, Massoca, Paulo, Meave, Jorge A., Mesquita, Rita, Mora, Francisco, Muñoz, Rodrigo, Muscarella, Robert, Nunes, Yule R. F., Ochoa-Gaona, Susana, de Oliveira, Alexandre A., Orihuela-Belmonte, Edith, Peña-Claros, Marielos, Pérez-García, Eduardo A., Piotto, Daniel, Powers, Jennifer S., Rodríguez-Velázquez, Jorge, Romero-Pérez, Eunice I., Ruíz, Jorge, Saldarriaga, Juan G., Sanchez-Azofeifa, Arturo, Schwartz, Naomi B., Steininger, Marc K., Swenson, Nathan G., Toledo, Marisol, Uriarte, Maria, van Breugel, Michiel, van der Wal, Hans, Veloso, Maria D. M., Vester, Hans F. M., Vicentini, Alberto, Vieira, Ima C. G., Bentos, Tony Vizcarra, Williamson, Bruce G., and Rozendaal, Danaë M. A.

Published
2016
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36. The role of land-use history in driving successional pathways and its implications for the restoration of tropical forests

Author

Jakovac, Catarina C., Junqueira, André B., Crouzeilles, Renato, Peña-Claros, Marielos, Mesquita, Rita C. G., Bongers, Frans, Jakovac, Catarina C., Junqueira, André B., Crouzeilles, Renato, Peña-Claros, Marielos, Mesquita, Rita C. G., and Bongers, Frans

Abstract

Unidad de excelencia María de Maeztu CEX2019-000940-M, Secondary forests are increasingly important components of human-modified landscapes in the tropics. Successional pathways, however, can vary enormously across and within landscapes, with divergent regrowth rates, vegetation structure and species composition. While climatic and edaphic conditions drive variations across regions, land-use history plays a central role in driving alternative successional pathways within human-modified landscapes. How land use affects succession depends on its intensity, spatial extent, frequency, duration and management practices, and is mediated by a complex combination of mechanisms acting on different ecosystem components and at different spatial and temporal scales. We review the literature aiming to provide a comprehensive understanding of the mechanisms underlying the long-lasting effects of land use on tropical forest succession and to discuss its implications for forest restoration. We organize it following a framework based on the hierarchical model of succession and ecological filtering theory. This review shows that our knowledge is mostly derived from studies in Neotropical forests regenerating after abandonment of shifting cultivation or pasture systems. Vegetation is the ecological component assessed most often. Little is known regarding how the recovery of belowground processes and microbiota communities is affected by previous land-use history. In published studies, land-use history has been mostly characterized by type, without discrimination of intensity, extent, duration or frequency. We compile and discuss the metrics used to describe land-use history, aiming to facilitate future studies. The literature shows that (i) species availability to succession is affected by transformations in the landscape that affect dispersal, and by management practices and seed predation, which affect the composition and diversity of propagules on site. Once a species successfully reaches an abandoned field, its establishment and perfo

Published
2021

37. Carbon and Beyond : The Biogeochemistry of Climate in a Rapidly Changing Amazon

Author

Covey, Kristofer, Soper, Fiona, Pangala, Sunitha, Bernardino, Angelo, Pagliaro, Zoe, Basso, Luana, Cassol, Henrique, Fearnside, Philip, Navarrete, Diego, Novoa, Sidney, Sawakuchi, Henrique, Lovejoy, Thomas, Marengo, Jose, Peres, Carlos A., Baillie, Jonathan, Bernasconi, Paula, Camargo, Jose, Freitas, Carolina, Hoffman, Bruce, Nardoto, Gabriela B., Nobre, Ismael, Mayorga, Juan, Mesquita, Rita, Pavan, Silvia, Pinto, Flavia, Rocha, Flavia, de Assis Mello, Ricardo, Thuault, Alice, Bahl, Alexis Anne, Elmore, Aurora, Covey, Kristofer, Soper, Fiona, Pangala, Sunitha, Bernardino, Angelo, Pagliaro, Zoe, Basso, Luana, Cassol, Henrique, Fearnside, Philip, Navarrete, Diego, Novoa, Sidney, Sawakuchi, Henrique, Lovejoy, Thomas, Marengo, Jose, Peres, Carlos A., Baillie, Jonathan, Bernasconi, Paula, Camargo, Jose, Freitas, Carolina, Hoffman, Bruce, Nardoto, Gabriela B., Nobre, Ismael, Mayorga, Juan, Mesquita, Rita, Pavan, Silvia, Pinto, Flavia, Rocha, Flavia, de Assis Mello, Ricardo, Thuault, Alice, Bahl, Alexis Anne, and Elmore, Aurora

Abstract

The Amazon Basin is at the center of an intensifying discourse about deforestation, land-use, and global change. To date, climate research in the Basin has overwhelmingly focused on the cycling and storage of carbon (C) and its implications for global climate. Missing, however, is a more comprehensive consideration of other significant biophysical climate feedbacks [i.e., CH4, N2O, black carbon, biogenic volatile organic compounds (BV0Cs), aerosols, evapotranspiration, and albedo] and their dynamic responses to both localized (fire, land-use change, infrastructure development, and storms) and global (warming, drying, and some related to El Nino or to warming in the tropical Atlantic) changes. Here, we synthesize the current understanding of (1) sources and fluxes of all major forcing agents, (2) the demonstrated or expected impact of global and local changes on each agent, and (3) the nature, extent, and drivers of anthropogenic change in the Basin. We highlight the large uncertainty in flux magnitude and responses, and their corresponding direct and indirect effects on the regional and global climate system. Despite uncertainty in their responses to change, we conclude that current warming from non-CO2 agents (especially CH4 and N2O) in the Amazon Basin largely offsets- and most likely exceeds-the climate service provided by atmospheric CO2 uptake. We also find that the majority of anthropogenic impacts act to increase the radiative forcing potential of the Basin. Given the large contribution of less-recognized agents (e.g., Amazonian trees alone emit similar to 3.5% of all global CH4), a continuing focus on a single metric (i.e., C uptake and storage) is incompatible with genuine efforts to understand and manage the biogeochemistry of climate in a rapidly changing Amazon Basin., Funding Agencies|National Geographic SocietyNational Geographic Society; Rolex partnership; National Geographic Society research grantNational Geographic Society; FAPESPFundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP) [2018/14006-4, 2018/14423-4, 2014/508489]; National Coordination for High Level Education and Training (CAPES) [88887.136402-00INCT]; National Institute of Science and Technology for Climate Change Phase 2 (CNPq) [465501/2014-1]; CNPqNational Council for Scientific and Technological Development (CNPq) [311103/2015-4, 429795/2016-5]; FAPEAM [708565]; INPA [PRJ15.125]; Rede Clima (INPE) FINEP [01.13.0353-00]

Published
2021
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38. Multidimensional tropical forest recovery

Author

Poorter, Lourens, Craven, Dylan, Jakovac, Catarina C., van der Sande, Masha T., Amissah, Lucy, Bongers, Frans, Chazdon, Robin L., Farrior, Caroline E., Kambach, Stephan, Meave, Jorge A., Muñoz, Rodrigo, Norden, Natalia, Rüger, Nadja, van Breugel, Michiel, Zambrano, Angélica María Almeyda, Amani, Bienvenu, Andrade, José Luis, Brancalion, Pedro H.S., Broadbent, Eben N., de Foresta, Hubert, Dent, Daisy H., Derroire, Géraldine, DeWalt, Saara J., Dupuy, Juan M., Durán, Sandra M., Fantini, Alfredo C., Finegan, Bryan, Hernández-Jaramillo, Alma, Hernández-Stefanoni, José Luis, Hietz, Peter, Junqueira, André B., N’dja, Justin Kassi, Letcher, Susan G., Lohbeck, Madelon, López-Camacho, René, Martínez-Ramos, Miguel, Melo, Felipe P.L., Mora, Francisco, Müller, Sandra C., N’Guessan, Anny E., Oberleitner, Florian, Ortiz-Malavassi, Edgar, Pérez-García, Eduardo A., Pinho, Bruno X., Piotto, Daniel, Powers, Jennifer S., Rodríguez-Buriticá, Susana, Rozendaal, Danaë M.A., Ruíz, Jorge, Tabarelli, Marcelo, Teixeira, Heitor Mancini, de Sá Barretto Sampaio, Everardo Valadares, van der Wal, Hans, Villa, Pedro M., Fernandes, Geraldo W., Santos, Braulio A., Aguilar-Cano, José, de Almeida-Cortez, Jarcilene S., Alvarez-Davila, Esteban, Arreola-Villa, Felipe, Balvanera, Patricia, Becknell, Justin M., Cabral, George A.L., Castellanos-Castro, Carolina, de Jong, Ben H.J., Nieto, Jhon Edison, Espírito-Santo, Mário M., Fandino, Maria C., García, Hernando, García-Villalobos, Daniel, Hall, Jefferson S., Idárraga, Alvaro, Jiménez-Montoya, Jaider, Kennard, Deborah, Marín-Spiotta, Erika, Mesquita, Rita, Nunes, Yule R.F., Ochoa-Gaona, Susana, Peña-Claros, Marielos, Pérez-Cárdenas, Nathalia, Rodríguez-Velázquez, Jorge, Villanueva, Lucía Sanaphre, Schwartz, Naomi B., Steininger, Marc K., Veloso, Maria D.M., Vester, Henricus F.M., Vieira, Ima C.G., Williamson, Bruce, Zanini, Kátia, Hérault, Bruno, Poorter, Lourens, Craven, Dylan, Jakovac, Catarina C., van der Sande, Masha T., Amissah, Lucy, Bongers, Frans, Chazdon, Robin L., Farrior, Caroline E., Kambach, Stephan, Meave, Jorge A., Muñoz, Rodrigo, Norden, Natalia, Rüger, Nadja, van Breugel, Michiel, Zambrano, Angélica María Almeyda, Amani, Bienvenu, Andrade, José Luis, Brancalion, Pedro H.S., Broadbent, Eben N., de Foresta, Hubert, Dent, Daisy H., Derroire, Géraldine, DeWalt, Saara J., Dupuy, Juan M., Durán, Sandra M., Fantini, Alfredo C., Finegan, Bryan, Hernández-Jaramillo, Alma, Hernández-Stefanoni, José Luis, Hietz, Peter, Junqueira, André B., N’dja, Justin Kassi, Letcher, Susan G., Lohbeck, Madelon, López-Camacho, René, Martínez-Ramos, Miguel, Melo, Felipe P.L., Mora, Francisco, Müller, Sandra C., N’Guessan, Anny E., Oberleitner, Florian, Ortiz-Malavassi, Edgar, Pérez-García, Eduardo A., Pinho, Bruno X., Piotto, Daniel, Powers, Jennifer S., Rodríguez-Buriticá, Susana, Rozendaal, Danaë M.A., Ruíz, Jorge, Tabarelli, Marcelo, Teixeira, Heitor Mancini, de Sá Barretto Sampaio, Everardo Valadares, van der Wal, Hans, Villa, Pedro M., Fernandes, Geraldo W., Santos, Braulio A., Aguilar-Cano, José, de Almeida-Cortez, Jarcilene S., Alvarez-Davila, Esteban, Arreola-Villa, Felipe, Balvanera, Patricia, Becknell, Justin M., Cabral, George A.L., Castellanos-Castro, Carolina, de Jong, Ben H.J., Nieto, Jhon Edison, Espírito-Santo, Mário M., Fandino, Maria C., García, Hernando, García-Villalobos, Daniel, Hall, Jefferson S., Idárraga, Alvaro, Jiménez-Montoya, Jaider, Kennard, Deborah, Marín-Spiotta, Erika, Mesquita, Rita, Nunes, Yule R.F., Ochoa-Gaona, Susana, Peña-Claros, Marielos, Pérez-Cárdenas, Nathalia, Rodríguez-Velázquez, Jorge, Villanueva, Lucía Sanaphre, Schwartz, Naomi B., Steininger, Marc K., Veloso, Maria D.M., Vester, Henricus F.M., Vieira, Ima C.G., Williamson, Bruce, Zanini, Kátia, and Hérault, Bruno

Abstract

Tropical forests disappear rapidly because of deforestation, yet they have the potential to regrow naturally on abandoned lands. We analyze how 12 forest attributes recover during secondary succession and how their recovery is interrelated using 77 sites across the tropics. Tropical forests are highly resilient to low-intensity land use; after 20 years, forest attributes attain 78% (33 to 100%) of their old-growth values. Recovery to 90% of old-growth values is fastest for soil (<1 decade) and plant functioning (<2.5 decades), intermediate for structure and species diversity (2.5 to 6 decades), and slowest for biomass and species composition (>12 decades). Network analysis shows three independent clusters of attribute recovery, related to structure, species diversity, and species composition. Secondary forests should be embraced as a low-cost, natural solution for ecosystem restoration, climate change mitigation, and biodiversity conservation.

Published
2021

39. Mismatches between soil and air temperature

Author

Vaccari, Francesco, Seipel, Tim, Kljun, Natascha, Radujković, Dajana, Crowther, Thomas, Grelle, Achim, Mondoni, Andrea, Finckh, Manfred, Wang, Yifeng, Abedi, Mehdi, Simpson, Elizabeth, Verheijen, Frank, Andres, Christian, Assis, Rafael, Descombes, Patrice, Manco, Antonio, Lens , Luc, Pitacco, Andrea, Erfanian, Mohammad, Phoenix, Gareth, Iwata, Hiroki, de Andrade, Ana, Medinets, Sergiy, Dušek, Jiří, Bruna, Josef, Svoboda, Miroslav, Aalto, Juha, Buysse, Pauline, Lynn , Joshua, Hylander, Kristoffer, Rubtsov, Alexey, Macek, Martin, Freeman, Erika, Venn, Susanna, Bauters, Marijn, Puchalka, Radoslaw, Feigenwinter, Iris, Mackenzie, Roy, Tanneberger, Franziska, Normand, Signe, Tomaselli, Marcello, Okello, Joseph, Alatalo, Juha, Scharnweber, Tobias, Aerts, Rien, Wang, Runxi, Meysman, Filip, Jónsdóttir, Ingibjörg, Dimarco, Romina, Vandvik , Vigdis, Penczykowski, Rachel, Guénard, Benoit, Nouvellon, Yann, Spasojevic, Marko, Svátek, Martin, Barthel, Matti, Stanisci, Angela, Yu, Zicheng, Nuñez, Martin, Cesarz, Simone, Van Meerbeek, Koenraad, Candan, Onur, Jucker, Tommaso, Ahmadian, Negar, Way, Robert, Ashcroft, Michael, Kolle, Olaf, Pitteloud, Camille, Høye, Toke, Montagnani, Leonardo, Vittoz, Pascal, Dolezal, Jiri, Goeckede, Mathias, Schmidt, Marius, Moiseev, Dmitry, Goded, Ignacio, Benito-Alonso, José-Luis, di Cella, Umberto, Convey, Peter, Lorite, Juan, Sagot, Clotilde, Bader, Maaike, Shekhar, Ankit, Porro, Francesco, Jastrzebowski, Szymon, Manca, Giovanni, Helfter, Carole, Exton, Dan, Smith, Stuart, Olejnik, Janusz, Cremonese, Edoardo, Pearse, William, Jump, Alistair, Pastor, Ada, Sarneel, Judith, Matula, Radim, Pauli, Harald, Stemkovski, Michael, Dick, Jan, Lohila, Annalea, Trouillier, Mario, Man, Matěj, Björk, Robert, Sewerniak, Piotr, Géron, Charly, Bon, Matteo, Santos, Cinthya, Curtis, Robin, Kollár, Jozef, Vives-Ingla, Maria, Pio, Casimiro, DIAZ, Jose, Boike, Julia, Basham, Edmund, Liljebladh, Bengt, Rossi, Graziano, Siqueira, David, Mosedale, Jonathan, Varlagin, Andrej, Máliš, František, Laska, Kamil, RENAULT, David, Verbeeck, Hans, Heinesch, Bernard, García, María, Zhang, Zhaochen, Sidenko, Nikita, Poyatos, Rafael, Bjornsdottir, Katrin, Hrbacek, Filip, Andrews, Christopher, Senior, Rebecca, Jactel, Hervé, Wilmking, Martin, Choler, Philippe, Aschero, Valeria, Naujokaitis-Lewis, Ilona, Lamprecht, Andrea, Jimenez, Juan, Khuroo, Anzar, Phartyal, Shyam, Moiseev, Pavel, García, Rafael, Zyryanov, Viacheslav, Kemppinen, Julia, Yang , Yan, Van Geel, Maarten, Nardino, Marianna, Malfasi, Francesco, Haider, Sylvia, Hamid, Maroof, Leihy, Rachel, de Pablo, Miguel, Rossi, Christian, Urban, Anastasiya, Erschbamer, Brigitta, Bell, Michael, Marchesini, Luca, Urbaniak, Marek, Zong, Shengwei, Ammann, Christof, Bahalkeh, Khadijeh, Smiljanic, Marko, Uogintas, Domas, Xenakis, Georgios, Sitková, Zuzana, Stoll, Stefan, Haase, Peter, Hermanutz, Luise, Peichl, Matthias, Altman, Jan, Verbruggen, Erik, Čiliak, Marek, Thomas, Andrew, Assmann, Jakob, Tyystjärvi, Vilna, Panov, Alexey, Milbau, Ann, Nagy, Laszlo, Kelly, Julia, Pärtel, Meelis, Campoe, Otávio, Myers, Jonathan, Muffler, Lena, Juszczak, Radoslaw, Hoffrén, Raúl, Pavelka, Marian, Plichta, Roman, Munoz-Rojas, Miriam, Niittynen, Pekka, Daskalova, Gergana, Maclean, Ilya, Alexander, Jake, Carnicer, Jofre, Herbst, Mathias, Larson, Christian, Cannone, Nicoletta, Arzac, Alberto, Ujházyová, Mariana, Jentsch, Anke, Penuelas, Josep, Nosetto, Marcelo, Chown, Steven, Kanka, Róbert, Walz, Josefine, Rixen, Christian, Fernández-Pascual, Eduardo, Steinbauer, Klaus, Zellweger, Florian, Frei, Esther, Scott, Tony, Erickson, Todd, Luoto, Miska, Wedegärtner, Ronja, Bravo, Jhonatan, Ujházy, Karol, Zhang, Jian, Järveoja, Järvi, Nijs, Ivan, Olesen, Jørgen, Hepenstrick, Daniel, Greenwood, Sarah, Buchmann, Nina, von Oppen, Jonathan, Deronde, Bart, Merinero, Sonia, Semenchuk, Philipp, Myers-Smith, Isla, Steinwandter, Michael, Dengler, Jürgen, Hammerle, Albin, Kovács, Bence, Forte, Tai, Haugum, Siri, Klemedtsson, Leif, Homeier, Jürgen, Calzado, M., Chojnicki, Bogdan, Ardö, Jonas, Scholten, Thomas, Risch, Anita, Robroek, Bjorn, Larson, Keith, Nilsson, Matts, Higgens, Rebecca, Magliulo, Enzo, Gharun, Mana, Fenu, Giuseppe, Herberich, Maximiliane, Newling, Emily, Vangansbeke, Pieter, Orsenigo, Simone, Souza, José, Bokhorst, Stef, Knohl, Alexander, Spicher, Fabien, Di Cecco, Valter, Ogée, Jérôme, Ursu, Tudor-Mihai, Rocha, Adrian, Dorrepaal, Ellen, Björkman, Mats, Kreyling, Juergen, Treier, Urs, van den Hoogen, Johan, Loubet, Benjamin, Opedal, Øystein, Bazzichetto, Manuele, Vitale, Luca, Blonder, Benjamin, Ejtehadi, Hamid, Speed, James, Boeckx, Pascal, Ziemblińska, Klaudia, Dahlberg, C., Carbognani, Michele, Gobin, Anne, Remmers, Wolfram, Arriga, Nicola, Thomas, Haydn, Marciniak, Felipe, Remmele, Sabine, Collier, Laura, Wingate, Lisa, Seeber, Julia, Cooper, Elisabeth, Steinbrecher, Rainer, Barrio, Isabel, Hampe, Arndt, Ogaya, Romà, Michaletz, Sean, Moriana-Armendariz, Mikel, le Maire, Guerric, Abdalaze, Otar, Guillemot, Joannès, Mörsdorf, Martin, Canessa, Rafaella, Tanentzap, Andrew, Backes, Amanda, Poulenard, Jérôme, De Frenne, Pieter, Graae, Bente, Yu, Kailiang, Palaj, Andrej, Meeussen, Camille, Mazzolari, Ana, Casanova-Katny, Angélica, Manolaki, Paraskevi, Niessner, Armin, Van de Vondel, Stijn, Wohlfahrt, Georg, Fuentes-Lillo, Eduardo, Bailey, Joseph, Petraglia, Alessandro, Kašpar, Vít, Goulding, Keith, Somers, Ben, Schwartz, Naomi, Smith-Tripp, Sarah, Lenoir, Jonathan, de Cássia Guimarães Mesquita, Rita, Aartsma, Peter, Urban, Josef, Eklundh, Lars, Roupsard, Olivier, Curasi, Salvatore, Greise, Caroline, Ferlian, Olga, Randall, Krystal, Camargo, José, Meusburger, Katrin, Siebicke, Lukas, Ueyama, Masahito, Eisenhauer, Nico, Brum, Barbara, Kotowska, Martyna, Stiegler, Christian, Kazakis, George, Hörtnagl, Lukas, Berauer, Bernd, Jackowicz-Korczynski, Marcin, Winkler, Manuela, Hik, David, Pauchard, Aníbal, Fazlioglu, Fatih, Contador, Tamara, Turtureanu, Pavel, Souza, Bartolomeu, Manise, Tanguy, Cutini, Maurizio, Benavides, Juan, Stephan, Jörg, Tutton, Rosamond, Di Musciano, Michele, Barros, Agustina, Kopecký, Martin, Della Chiesa, Stefano, Ghosn, Dany, Haesen, Stef, Ahrends, Antje, Wipf, Sonja, Zimmermann, Reiner, Tagesson, Torbern, Maier, Regine, Wild, Jan, Tielbörger, Katja, Zhao, Peng, Prokushkin, Anatoly, Kobler, Johannes, Klisz, Marcin, Pușcaș, Mihai, Veen, G., Villar, Luis, Bjerke, Jarle, Wilkinson, Matthew, Allonsius, Camille, Dias, Arildo, Six, Johan, Gigauri, Khatuna, Pampuch, Timo, Theurillat, Jean-Paul, Cifuentes, Edgar, Portillo-Estrada, Miguel, Hederová, Lucia, Klinges, David, Govaert, Sanne, Scheffers, Brett, Eugster, Werner, Guglielmin, Mauro, Medinets, Volodymyr, Lang, Simone, Pellissier, Loïc, Niedrist, Georg, Fanin, Nicolas, Nicklas, Lena, Schmeddes, Jonas, Veenendaal, Elmar, Barančok, Peter, Weigel, Robert, van den Brink, Liesbeth, Sørensen, Mia, Gottschall, Felix, Ewers, Robert, Halbritter, Aud, and Lembrechts, Jonas

Subjects
bepress|Physical Sciences and Mathematics, bepress|Physical Sciences and Mathematics|Earth Sciences|Soil Science, bepress|Life Sciences, bepress|Physical Sciences and Mathematics|Oceanography and Atmospheric Sciences and Meteorology|Climate, bepress|Physical Sciences and Mathematics|Oceanography and Atmospheric Sciences and Meteorology, bepress|Physical Sciences and Mathematics|Earth Sciences, bepress|Physical Sciences and Mathematics|Environmental Sciences, bepress|Life Sciences|Ecology and Evolutionary Biology, bepress|Physical Sciences and Mathematics|Environmental Sciences|Environmental Monitoring
Abstract

Research in environmental science relies heavily on global climatic grids derived from estimates of air temperature at around 2 meter above ground1-3. These climatic grids however fail to reflect conditions near and below the soil surface, where critical ecosystem functions such as soil carbon storage are controlled and most biodiversity resides4-8. By using soil temperature time series from over 8500 locations across all of the world’s terrestrial biomes4, we derived global maps of soil temperature-related variables at 1 km resolution for the 0–5 and 5–15 cm depth horizons. Based on these maps, we show that mean annual soil temperature differs markedly from the corresponding 2 m gridded air temperature, by up to 10°C, with substantial variation across biomes and seasons. Soils in cold and/or dry biomes are annually substantially warmer (3.6°C ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are slightly cooler (0.7 ± 2.3°C). As a result, annual soil temperature varies less (by 17%) across the globe than air temperature. The effect of macroclimatic conditions on the difference between soil and air temperature highlights the importance of considering that macroclimate warming may not result in the same level of soil temperature warming. Similarly, changes in precipitation could alter the relationship between soil and air temperature, with implications for soil-atmosphere feedbacks9. Our results underpin that the impacts of climate and climate change on biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments.

Published
2021

41. Carbon and Beyond: The Biogeochemistry of Climate in a Rapidly Changing Amazon

Author

Covey, Kristofer, primary, Soper, Fiona, additional, Pangala, Sunitha, additional, Bernardino, Angelo, additional, Pagliaro, Zoe, additional, Basso, Luana, additional, Cassol, Henrique, additional, Fearnside, Philip, additional, Navarrete, Diego, additional, Novoa, Sidney, additional, Sawakuchi, Henrique, additional, Lovejoy, Thomas, additional, Marengo, Jose, additional, Peres, Carlos A., additional, Baillie, Jonathan, additional, Bernasconi, Paula, additional, Camargo, Jose, additional, Freitas, Carolina, additional, Hoffman, Bruce, additional, Nardoto, Gabriela B., additional, Nobre, Ismael, additional, Mayorga, Juan, additional, Mesquita, Rita, additional, Pavan, Silvia, additional, Pinto, Flavia, additional, Rocha, Flavia, additional, de Assis Mello, Ricardo, additional, Thuault, Alice, additional, Bahl, Alexis Anne, additional, and Elmore, Aurora, additional

Published
2021
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43. Biodiversity recovery of Neotropical secondary forests

Author

Rozendaal, Danaë M.A., Bongers, Frans, Aide, T.M., Alvarez-Dávila, Esteban, Ascarrunz, Nataly, Balvanera, Patricia, Becknell, Justin M., Bentos, Tony V., Brancalion, Pedro H.S., Cabral, George A.L., Calvo-Rodriguez, Sofia, Chave, Jerome, César, Ricardo G., Chazdon, Robin L., Condit, Richard, Dallinga, Jorn S., De Almeida-Cortez, Jarcilene S., de Jong, Ben, De Oliveira, Alexandre, Denslow, Julie S., Dent, Daisy H., Dewalt, Saara J., Dupuy, Juan Manuel, Durán, Sandra M., Dutrieux, Loïc P., Espírito-Santo, Mario M., Fandino, María C., Fernandes, G.W., Finegan, Bryan, García, Hernando, Gonzalez, Noel, Moser, Vanessa Granda, Hall, Jefferson S., Hernández-Stefanoni, José Luis, Hubbell, Stephen, Jakovac, Catarina C., Hernández, Alma Johanna, Junqueira, André B., Kennard, Deborah, Larpin, Denis, Letcher, Susan G., Licona, Juan-Carlos, Lebrija-trejos, Edwin, Marín-Spiotta, Erika, Martínez-Ramos, Miguel, Massoca, Paulo E.S., Meave, Jorge A., Mesquita, Rita C.G., Mora, Francisco, Müller, Sandra C., Muñoz, Rodrigo, De Oliveira Neto, Silvio Nolasco, Norden, Natalia, Nunes, Yule R.F., Ochoa-Gaona, Susana, Ortiz-Malavassi, Edgar, Ostertag, Rebecca, Peña-Caros, Marielos, Pérez-García, Eduardo A., Piotto, Daniel, Powers, Jennifer S., Aguilar-Cano, José, Rodriguez-Buritica, Susana, Rodríguez-Velázquez, Jorge, Romero-Romero, Marco Antonio, Ruíz, Jorge, Sanchez-Azofeifa, Arturo, De Almeida, Arlete Silva, Silver, Whendee L., Schwartz, Naomi B., Thomas, William Wayt, Toledo, Marisol, Uriarte, Maria, De Sá Sampaio, Everardo Valadares, van Breugel, Michiel, van der Wal, Hans, Martins, Sebastião Venâncio, Veloso, Maria D.M., Vester, Hans F.M., Vicentini, Alberto, Vieira, Ima C.G., Villa, Pedro, Williamson, G.B., Zanini, Kátia J., Zimmerman, Jess, Poorter, Lourens, Rozendaal, Danaë M.A., Bongers, Frans, Aide, T.M., Alvarez-Dávila, Esteban, Ascarrunz, Nataly, Balvanera, Patricia, Becknell, Justin M., Bentos, Tony V., Brancalion, Pedro H.S., Cabral, George A.L., Calvo-Rodriguez, Sofia, Chave, Jerome, César, Ricardo G., Chazdon, Robin L., Condit, Richard, Dallinga, Jorn S., De Almeida-Cortez, Jarcilene S., de Jong, Ben, De Oliveira, Alexandre, Denslow, Julie S., Dent, Daisy H., Dewalt, Saara J., Dupuy, Juan Manuel, Durán, Sandra M., Dutrieux, Loïc P., Espírito-Santo, Mario M., Fandino, María C., Fernandes, G.W., Finegan, Bryan, García, Hernando, Gonzalez, Noel, Moser, Vanessa Granda, Hall, Jefferson S., Hernández-Stefanoni, José Luis, Hubbell, Stephen, Jakovac, Catarina C., Hernández, Alma Johanna, Junqueira, André B., Kennard, Deborah, Larpin, Denis, Letcher, Susan G., Licona, Juan-Carlos, Lebrija-trejos, Edwin, Marín-Spiotta, Erika, Martínez-Ramos, Miguel, Massoca, Paulo E.S., Meave, Jorge A., Mesquita, Rita C.G., Mora, Francisco, Müller, Sandra C., Muñoz, Rodrigo, De Oliveira Neto, Silvio Nolasco, Norden, Natalia, Nunes, Yule R.F., Ochoa-Gaona, Susana, Ortiz-Malavassi, Edgar, Ostertag, Rebecca, Peña-Caros, Marielos, Pérez-García, Eduardo A., Piotto, Daniel, Powers, Jennifer S., Aguilar-Cano, José, Rodriguez-Buritica, Susana, Rodríguez-Velázquez, Jorge, Romero-Romero, Marco Antonio, Ruíz, Jorge, Sanchez-Azofeifa, Arturo, De Almeida, Arlete Silva, Silver, Whendee L., Schwartz, Naomi B., Thomas, William Wayt, Toledo, Marisol, Uriarte, Maria, De Sá Sampaio, Everardo Valadares, van Breugel, Michiel, van der Wal, Hans, Martins, Sebastião Venâncio, Veloso, Maria D.M., Vester, Hans F.M., Vicentini, Alberto, Vieira, Ima C.G., Villa, Pedro, Williamson, G.B., Zanini, Kátia J., Zimmerman, Jess, and Poorter, Lourens

Abstract

Old-growth tropical forests harbor an immense diversity of tree species but are rapidly being cleared, while secondary forests that regrow on abandoned agricultural lands increase in extent. We assess how tree species richness and composition recover during secondary succession across gradients in environmental conditions and anthropogenic disturbance in an unprecedented multisite analysis for the Neotropics. Secondary forests recover remarkably fast in species richness but slowly in species composition. Secondary forests take a median time of five decades to recover the species richness of old-growth forest (80% recovery after 20 years) based on rarefaction analysis. Full recovery of species composition takes centuries (only 34% recovery after 20 years). A dual strategy that maintains both old-growth forests and species-rich secondary forests is therefore crucial for biodiversity conservation in human-modified tropical landscapes.

Published
2019

44. Wet and dry tropical forests show opposite successional pathways in wood density but converge over time

Author

Poorter, L., Rozendaal, Danaë, Bongers, F., Almeida-Cortez, Jarcilene S., Almeyda Zambrano, Angélica María, Álvarez, Francisco S., Andrade, José Luís, Villa, Luis Felipe Arreola, Balvanera, Patricia, Becknell, Justin M., Bentos, Tony V., Bhaskar, Radika, Boukili, Vanessa, Brancalion, Pedro H.S., Broadbent, Eben N., César, Ricardo Gomes, Chave, Jerome, Chazdon, Robin L., Colletta, Gabriel Dalla, Craven, Dylan, de Jong, Ben H.J., Denslow, Julie S., Dent, Daisy H., DeWalt, Saara J., García, Elisa Díaz, Dupuy, Juan M., Durán, Sandra M., Espírito Santo, Mário Marcos, Fandiño, María C., Fernandes, Geraldo Wilson, Finegan, Bryan, Moser, Vanessa Granda, Hall, Jefferson S., Hernández-Stefanoni, José Luis, Jakovac, A.C., Junqueira, André B., Kennard, Deborah, Lebrija-Trejos, Edwin, Letcher, Susan G., Lohbeck, M.W.M., Lopez, Omar R., Marín-Spiotta, Erika, Martínez-Ramos, Miguel, Martins, Sebastião Venâncio, Massoca, Paulo E.S., Meave, Jorge A., Mesquita, Rita, Mora, Francisco, De Souza Moreno, Vanessa, Müller, Sandra C., Muñoz, Rodrigo, Muscarella, Robert, De Oliveira Neto, Silvio Nolasco, Nunes, Yule Roberta Ferreira, Ochoa-Gaona, Susana, Paz, Horacio, Pena Claros, M., Piotto, Daniel, Ruíz, Jorge, Sanaphre-Villanueva, Lucía, Sanchez-Azofeifa, Arturo, Schwartz, Naomi B., Steininger, Marc K., Thomas, William Wayt, Toledo, Marisol, Uriarte, Maria, van Breugel, Michiel, van der Wal, Hans, Poorter, L., Rozendaal, Danaë, Bongers, F., Almeida-Cortez, Jarcilene S., Almeyda Zambrano, Angélica María, Álvarez, Francisco S., Andrade, José Luís, Villa, Luis Felipe Arreola, Balvanera, Patricia, Becknell, Justin M., Bentos, Tony V., Bhaskar, Radika, Boukili, Vanessa, Brancalion, Pedro H.S., Broadbent, Eben N., César, Ricardo Gomes, Chave, Jerome, Chazdon, Robin L., Colletta, Gabriel Dalla, Craven, Dylan, de Jong, Ben H.J., Denslow, Julie S., Dent, Daisy H., DeWalt, Saara J., García, Elisa Díaz, Dupuy, Juan M., Durán, Sandra M., Espírito Santo, Mário Marcos, Fandiño, María C., Fernandes, Geraldo Wilson, Finegan, Bryan, Moser, Vanessa Granda, Hall, Jefferson S., Hernández-Stefanoni, José Luis, Jakovac, A.C., Junqueira, André B., Kennard, Deborah, Lebrija-Trejos, Edwin, Letcher, Susan G., Lohbeck, M.W.M., Lopez, Omar R., Marín-Spiotta, Erika, Martínez-Ramos, Miguel, Martins, Sebastião Venâncio, Massoca, Paulo E.S., Meave, Jorge A., Mesquita, Rita, Mora, Francisco, De Souza Moreno, Vanessa, Müller, Sandra C., Muñoz, Rodrigo, Muscarella, Robert, De Oliveira Neto, Silvio Nolasco, Nunes, Yule Roberta Ferreira, Ochoa-Gaona, Susana, Paz, Horacio, Pena Claros, M., Piotto, Daniel, Ruíz, Jorge, Sanaphre-Villanueva, Lucía, Sanchez-Azofeifa, Arturo, Schwartz, Naomi B., Steininger, Marc K., Thomas, William Wayt, Toledo, Marisol, Uriarte, Maria, van Breugel, Michiel, and van der Wal, Hans

Abstract

We analyse how community wood density (WD) recovers during secondary tropical forest succession. In wet forests succession proceeds from low to high WD, in dry forests from high to low WD, resulting in convergence of community WD of dry and wet forests over time, as vegetation cover builds up.

Published
2019

47. Dinâmica e trajetórias da sucessão secundária na Amazônia central

Author

Massoca, Paulo Eduardo dos Santos, Jakovac, Ana Catarina, Bentos, Tony Vizcarra, Williamson, Bruce, and Mesquita, Rita de Cássia Guimarães

Subjects
Florestas Secundárias, General Medicine, Vismia, Cecropia
Abstract

O histórico de uso do solo é fator determinante da sucessão secundária na Amazônia central, levando ao estabelecimento de comunidades de plantas com estrutura, composição florística, biomassa e dinâmica distintas. A utilização do fogo para renovação de pastagens compromete o potencial regenerativo dessas áreas, que, quando abandonadas, são dominadas pelo gênero Vismia e colonizadas por poucas espécies, resultando em florestas secundárias pouco diversificadas nas quais a sucessão permanece estagnada. Uma vegetação mais rica e dominada pelo gênero Cecropia coloniza áreas com histórico de uso menos intensivo, permitindo o rápido desenvolvimento da sucessão. Embasado nos conhecimentos adquiridos ao longo de duas décadas de estudo, discutimos aspectos práticos relacionados ao potencial e aos custos do manejo da sucessão secundária para a restauração dos serviços ambientais e como forma de aliar a geração de renda à redução do desmatamento na região. O manejo do dossel e os plantios de enriquecimento mostraram-se técnica e economicamente viáveis em capoeiras de Cecropia, mas capoeiras dominadas por Vismia requerem o desenvolvimento de propostas de manejo alternativas para sua restauração. Trabalhos em desenvolvimento pelo Projeto Pioneiras, objetivando investigar as trajetórias sucessionais em regiões distintas da Amazônia e analisar os efeitos das mudanças climáticas sobre as florestas secundárias, são apresentados e discutidos no final.

Published
2012

49. Land use as a filter for species composition in Amazonian secondary forests

Author

Conte Jakovac, Catarina, Bongers, Frans, Kuijper, Thomas, Mesquita, Rita C.G., Peña-Claros, Marielos, Conte Jakovac, Catarina, Bongers, Frans, Kuijper, Thomas, Mesquita, Rita C.G., and Peña-Claros, Marielos

Abstract

Questions: Secondary succession in the tropics can follow alternative pathways. Land-use history is known to engender alternative successional communities, but the underlying mechanisms driving and sustaining divergence remain unclear. In this study we aim to answer the following questions: (1) does previous land use act as a filter for species composition in secondary forests; and (2) what are the relative roles of management practices, soil properties and landscape composition in determining species composition?. Location: Central Amazon, Brazil. Methods: We sampled trees, shrubs and palms (≥1cm diameter) in 38 early secondary forests (5 yr after abandonment) located along gradients of land-use intensity in five shifting cultivation landscapes. We measured the diameter and height of each sampled plant, identified it to species or morpho-species level and checked if it was resprouting or not. At each secondary forest we also collected soil samples for chemical and physical analyses and estimated the amount of old-growth forest surrounding it (landscape composition). Results: We found that previous land-use intensity determined species composition. With increasing land-use intensity, management practices of cut-and-burn and associated reduction in soil quality filtered out seed-dependent species and favoured strong sprouters and species that can cope with low nutrient availability. Landscape composition had a weak effect on species assemblages. We found specific species assemblages and indicator species associated with different levels of previous land-use intensity. As a consequence of these local filters, species α- and β-diversity decreased and therefore early successional communities became more similar to each other. Conclusion: Species composition of successional forests is strongly determined by different land-use intensities. Dispersal limitation has a limited effect on determining the composition of the dominant species. Filtering effects of management p

Published
2016

50. Carbon sequestration potential of second-growth forest regeneration in the Latin American tropics

Author

Chazdon, Robin L., Broadbent, Eben N., Rozendaal, Danaë M. A., Bongers, Frans, Zambrano, Angélica María Almeyda, Aide, T. Mitchell, Balvanera, Patricia, Becknell, Justin M., Boukili, Vanessa, Brancalion, Pedro H. S., Craven, Dylan, Almeida-Cortez, Jarcilene S., Cabral, George A. L., de Jong, Ben, Denslow, Julie S., Dent, Daisy H., DeWalt, Saara J., Dupuy, Juan M., Durán, Sandra M., Espírito-Santo, Mario M., Fandino, María C., César, Ricardo G., Hall, Jefferson S., Hernández-Stefanoni, José Luis, Jakovac, Catarina C., Junqueira, André B., Kennard, Deborah, Letcher, Susan G., Lohbeck, Madelon, Martínez-Ramos, Miguel, Massoca, Paulo, Meave, Jorge A., Mesquita, Rita, Mora, Francisco, Muñoz, Rodrigo, Muscarella, Robert, Nunes, Yule R. F., Ochoa-Gaona, Susana, Orihuela-Belmonte, Edith, Peña-Claros, Marielos, Pérez-García, Eduardo A., Piotto, Daniel, Powers, Jennifer S., Rodríguez-Velazquez, Jorge, Romero-Pérez, Isabel Eunice, Ruíz, Jorge, Saldarriaga, Juan G., Sanchez-Azofeifa, Arturo, Schwartz, Naomi B., Steininger, Marc K., Swenson, Nathan G., Uriarte, Maria, van Breugel, Michiel, van der Wal, Hans, Veloso, Maria D. M., Vester, Hans, Vieira, Ima Celia G., Bentos, Tony Vizcarra, Williamson, G. Bruce, Poorter, Lourens, Chazdon, Robin L., Broadbent, Eben N., Rozendaal, Danaë M. A., Bongers, Frans, Zambrano, Angélica María Almeyda, Aide, T. Mitchell, Balvanera, Patricia, Becknell, Justin M., Boukili, Vanessa, Brancalion, Pedro H. S., Craven, Dylan, Almeida-Cortez, Jarcilene S., Cabral, George A. L., de Jong, Ben, Denslow, Julie S., Dent, Daisy H., DeWalt, Saara J., Dupuy, Juan M., Durán, Sandra M., Espírito-Santo, Mario M., Fandino, María C., César, Ricardo G., Hall, Jefferson S., Hernández-Stefanoni, José Luis, Jakovac, Catarina C., Junqueira, André B., Kennard, Deborah, Letcher, Susan G., Lohbeck, Madelon, Martínez-Ramos, Miguel, Massoca, Paulo, Meave, Jorge A., Mesquita, Rita, Mora, Francisco, Muñoz, Rodrigo, Muscarella, Robert, Nunes, Yule R. F., Ochoa-Gaona, Susana, Orihuela-Belmonte, Edith, Peña-Claros, Marielos, Pérez-García, Eduardo A., Piotto, Daniel, Powers, Jennifer S., Rodríguez-Velazquez, Jorge, Romero-Pérez, Isabel Eunice, Ruíz, Jorge, Saldarriaga, Juan G., Sanchez-Azofeifa, Arturo, Schwartz, Naomi B., Steininger, Marc K., Swenson, Nathan G., Uriarte, Maria, van Breugel, Michiel, van der Wal, Hans, Veloso, Maria D. M., Vester, Hans, Vieira, Ima Celia G., Bentos, Tony Vizcarra, Williamson, G. Bruce, and Poorter, Lourens

Abstract

Regrowth of tropical secondary forests following complete or nearly complete removal of forest vegetation actively stores carbon in aboveground biomass, partially counterbalancing carbon emissions from deforestation, forest degradation, burning of fossil fuels, and other anthropogenic sources. We estimate the age and spatial extent of lowland second-growth forests in the Latin American tropics and model their potential aboveground carbon accumulation over four decades. Our model shows that, in 2008, second-growth forests (1 to 60 years old) covered 2.4 million km2 of land (28.1% of the total study area). Over 40 years, these lands can potentially accumulate a total aboveground carbon stock of 8.48 Pg C (petagrams of carbon) in aboveground biomass via low-cost natural regeneration or assisted regeneration, corresponding to a total CO2 sequestration of 31.09 Pg CO2. This total is equivalent to carbon emissions from fossil fuel use and industrial processes in all of Latin America and the Caribbean from 1993 to 2014. Ten countries account for 95% of this carbon storage potential, led by Brazil, Colombia, Mexico, and Venezuela. We model future land-use scenarios to guide national carbon mitigation policies. Permitting natural regeneration on 40% of lowland pastures potentially stores an additional 2.0 Pg C over 40 years. Our study provides information and maps to guide national-level forest-based carbon mitigation plans on the basis of estimated rates of natural regeneration and pasture abandonment. Coupled with avoided deforestation and sustainable forest management, natural regeneration of second-growth forests provides a low-cost mechanism that yields a high carbon sequestration potential with multiple benefits for biodiversity and ecosystem services.

Published
2016
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