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1. Dominance and rarity in tree communities across the globe: Patterns, predictors and threats

Author: Hordijk, Iris, Bialic-Murphy, Lalasia, Lauber, Thomas, Routh, Devin, Poorter, Lourens, Rivers, Malin C., Ter Steege, Hans, Liang, Jingjing, Reich, Peter B., de-Miguel, Sergio, Nabuurs, Gert-Jan, Gamarra, Javier Garcia Perez, Chen, Han Y. H., Zhou, Mo, Wiser, Susan, Pretzsch, Hans, Paquette, Alain, Picard, Nicolas, Herault, Bruno, Bastin, Jean-François, Alberti, Giorgio, Abegg, Meinrad, Adou Yao, Yves C., Almeyda Zambrano, Angélica María, Alvarado, Braulio Vilchez, Álvarez-Dávila, Esteban, Alvarez-Loayza, Patricia, Alves, Luciana F., Ammer, Christian, Antón-Fernández, Clara, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Avitabile, Valerio, Aymard Corredor, Gerardo A., Baker, Timothy R., Banki, Olaf, Barroso, Jorcely G., Bastian, Meredith, Birigazzi, Luca, Birnbaum, Philippe, Bitariho, Robert, Boeckx, Pascal, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brandl, Susanne, Brienen, Roel, Broadbent, Eben North, Bruelheide, Helge, Bussotti, Filippo, Cazzolla Gatti, Roberto, César, Ricardo G., Cesljar, Goran, Chazdon, Robin L., Chisholm, Chelsea, Cienciala, Emil, Clark, Connie J., Clar, David B., Colletta, Gabriel, Coomes, David A., Cornejo Valverde, Fernando, Corral-Rivas, José Javier, Crim, Philip, Cumming, Jonathan, Dayanandan, Selvadurai, De Gasper, André Luis, Decuyper, Mathieu, Derroire, Géraldine, DeVries, Ben, Djordjevic, Ilija, Iêda, Amaral, Dourdain, Aurélie, Dolezal, Jiri, Engone Obiang, Nestor Laurier, Enquist, Brian, Eyre, Teresa J., Belarmain Fandohan, Adandé, Fayle, Tom M., Ferreira, Leandro V., Feldpausch, Ted R., Finér, Leena, Fischer, Markus, Fletcher, Christine D., Frizzera, Lorenzo, Gianelle, Damiano, Glick, Henry B., Harris, David, Hector, Andrew, Hemp, Andreas, Hengeveld, Geerten M., Herbohn, John, Hillers, Annika, Honorio Coronado, Eurídice N., Hui, Cang, Cho, Hyunkook, Ibanez, Thomas, Jung, Ilbin, Imai, Nobuo, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Johannsen, Vivian Kvist, Joly, Carlos Alfredo, Jucker, Tommaso, Karminov, Viktor, Kartawinata, Kuswata, Kearsley, Elizabeth, Kenfack, David, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Killeen, Timothy J., Seok Kim, Hyun, Kitayama, Kanehiro, Köhl, Michael, Korjus, Henn, Kraxner, Florian, Laarmann, Diana, Lang, Mait, Lewis, Simon L., Lu, Huicui, Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marcon, Eric, Schwantes Marimon, Beatriz, Marimon-Junior, Ben Hur, Marshall, Andrew Robert, Martin, Emanuel, Martynenko, Olga V., Meave, Jorge A., Melo-Cruz, Omar, Mendoza, Casimiro, Merow, Cory, Miscicki, Stanislaw, Monteagudo Mendoza, Abel L., Moreno, Vanessa S., Mukul, Sharif A., Mundhenk, Philip, Nava-Miranda, Maria Guadalupe, Neill, David, Neldner, Victor J., Nevenic, Radovan V., Ngugi, Michael R., Niklaus, Pascal A., Oleksyn, Jacek, Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pan, Yude, Parada-Gutierrez, Alexander, Parfenova, Elena I., Park, Minjee, Parren, Marc, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Pfautsch, Sebastian, Phillips, Oliver L., Piedade, Maria Teresa F., Piotto, Daniel, Pitman, Nigel C. A., Polo, Irina, Dalberg Poulsen, Axel, Poulsen, John R., Ramirez Arevalo, Freddy, Restrepo-Correa, Zorayda, Rodeghiero, Mirco, Rolim, Samir, Roopsind, Anand, Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Schall, Peter, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Schmid, Bernhard, Schöngart, Jochen, Searle, Eric B., Seben, Vladimir, Serra-Diaz, Josep M., Sheil, Douglas, Shvidenko, Anatoly Z., Silva-Espejo, Javier, Silveira, Marcos, Singh, James, Sist, Plinio, et al., Hordijk, Iris, Bialic-Murphy, Lalasia, Lauber, Thomas, Routh, Devin, Poorter, Lourens, Rivers, Malin C., Ter Steege, Hans, Liang, Jingjing, Reich, Peter B., de-Miguel, Sergio, Nabuurs, Gert-Jan, Gamarra, Javier Garcia Perez, Chen, Han Y. H., Zhou, Mo, Wiser, Susan, Pretzsch, Hans, Paquette, Alain, Picard, Nicolas, Herault, Bruno, Bastin, Jean-François, Alberti, Giorgio, Abegg, Meinrad, Adou Yao, Yves C., Almeyda Zambrano, Angélica María, Alvarado, Braulio Vilchez, Álvarez-Dávila, Esteban, Alvarez-Loayza, Patricia, Alves, Luciana F., Ammer, Christian, Antón-Fernández, Clara, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Avitabile, Valerio, Aymard Corredor, Gerardo A., Baker, Timothy R., Banki, Olaf, Barroso, Jorcely G., Bastian, Meredith, Birigazzi, Luca, Birnbaum, Philippe, Bitariho, Robert, Boeckx, Pascal, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brandl, Susanne, Brienen, Roel, Broadbent, Eben North, Bruelheide, Helge, Bussotti, Filippo, Cazzolla Gatti, Roberto, César, Ricardo G., Cesljar, Goran, Chazdon, Robin L., Chisholm, Chelsea, Cienciala, Emil, Clark, Connie J., Clar, David B., Colletta, Gabriel, Coomes, David A., Cornejo Valverde, Fernando, Corral-Rivas, José Javier, Crim, Philip, Cumming, Jonathan, Dayanandan, Selvadurai, De Gasper, André Luis, Decuyper, Mathieu, Derroire, Géraldine, DeVries, Ben, Djordjevic, Ilija, Iêda, Amaral, Dourdain, Aurélie, Dolezal, Jiri, Engone Obiang, Nestor Laurier, Enquist, Brian, Eyre, Teresa J., Belarmain Fandohan, Adandé, Fayle, Tom M., Ferreira, Leandro V., Feldpausch, Ted R., Finér, Leena, Fischer, Markus, Fletcher, Christine D., Frizzera, Lorenzo, Gianelle, Damiano, Glick, Henry B., Harris, David, Hector, Andrew, Hemp, Andreas, Hengeveld, Geerten M., Herbohn, John, Hillers, Annika, Honorio Coronado, Eurídice N., Hui, Cang, Cho, Hyunkook, Ibanez, Thomas, Jung, Ilbin, Imai, Nobuo, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Johannsen, Vivian Kvist, Joly, Carlos Alfredo, Jucker, Tommaso, Karminov, Viktor, Kartawinata, Kuswata, Kearsley, Elizabeth, Kenfack, David, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Killeen, Timothy J., Seok Kim, Hyun, Kitayama, Kanehiro, Köhl, Michael, Korjus, Henn, Kraxner, Florian, Laarmann, Diana, Lang, Mait, Lewis, Simon L., Lu, Huicui, Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marcon, Eric, Schwantes Marimon, Beatriz, Marimon-Junior, Ben Hur, Marshall, Andrew Robert, Martin, Emanuel, Martynenko, Olga V., Meave, Jorge A., Melo-Cruz, Omar, Mendoza, Casimiro, Merow, Cory, Miscicki, Stanislaw, Monteagudo Mendoza, Abel L., Moreno, Vanessa S., Mukul, Sharif A., Mundhenk, Philip, Nava-Miranda, Maria Guadalupe, Neill, David, Neldner, Victor J., Nevenic, Radovan V., Ngugi, Michael R., Niklaus, Pascal A., Oleksyn, Jacek, Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pan, Yude, Parada-Gutierrez, Alexander, Parfenova, Elena I., Park, Minjee, Parren, Marc, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Pfautsch, Sebastian, Phillips, Oliver L., Piedade, Maria Teresa F., Piotto, Daniel, Pitman, Nigel C. A., Polo, Irina, Dalberg Poulsen, Axel, Poulsen, John R., Ramirez Arevalo, Freddy, Restrepo-Correa, Zorayda, Rodeghiero, Mirco, Rolim, Samir, Roopsind, Anand, Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Schall, Peter, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Schmid, Bernhard, Schöngart, Jochen, Searle, Eric B., Seben, Vladimir, Serra-Diaz, Josep M., Sheil, Douglas, Shvidenko, Anatoly Z., Silva-Espejo, Javier, Silveira, Marcos, Singh, James, Sist, Plinio, and et al.
Abstract: Aim: Ecological and anthropogenic factors shift the abundances of dominant and rare tree species within local forest communities, thus affecting species composition and ecosystem functioning. To inform forest and conservation management it is important to understand the drivers of dominance and rarity in local tree communities. We answer the following research questions: (1) What are the patterns of dominance and rarity in tree communities? (2) Which ecological and anthropogenic factors predict these patterns? And (3) what is the extinction risk of locally dominant and rare tree species? Location: Global. Time period: 1990–2017. Major taxa studied: Trees. Methods: We used 1.2 million forest plots and quantified local tree dominance as the relative plot basal area of the single most dominant species and local rarity as the percentage of species that contribute together to the least 10% of plot basal area. We mapped global community dominance and rarity using machine learning models and evaluated the ecological and anthropogenic predictors with linear models. Extinction risk, for example threatened status, of geographically widespread dominant and rare species was evaluated. Results: Community dominance and rarity show contrasting latitudinal trends, with boreal forests having high levels of dominance and tropical forests having high levels of rarity. Increasing annual precipitation reduces community dominance, probably because precipitation is related to an increase in tree density and richness. Additionally, stand age is positively related to community dominance, due to stem diameter increase of the most dominant species. Surprisingly, we find that locally dominant and rare species, which are geographically widespread in our data, have an equally high rate of elevated extinction due to declining populations through large-scale land degradation. Main conclusions: By linking patterns and predictors of community dominance and rarity to extinction risk, our results sugg
Published: 2024

2. The global biogeography of tree leaf form and habit

Author: Ma, Haozhi, Crowther, Thomas W., Mo, Lidong, Maynard, Daniel S., Renner, Susanne S., van den Hoogen, Johan, Zou, Yibiao, Liang, Jingjing, de-Miguel, Sergio, Nabuurs, Gert-Jan, Reich, Peter B., Niinemets, Ulo, Abegg, Meinrad, Adou Yao, Yves C., Alberti, Giorgio, Almeyda Zambrano, Angélica María, Alvarado, Braulio Vilchez, Álvarez-Dávila, Esteban, Alvarez-Loayza, Patricia, Alves, Luciana F., Ammer, Christian, Antón-Fernández, Clara, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Avitabile, Valerio, Aymard, Gerardo A., Baker, Timothy R., Bałazy, Radomir, Banki, Olaf, Barroso, Jorcely, Bastian, Meredith, Bastin, Jean-François, Birigazzi, Luca, Birnbaum, Philippe, Bitariho, Robert, Boeckx, Pascal, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brandl, Susanne, Brearley, Francis Q., Brienen, Roel, Broadbent, Eben North, Bruelheide, Helge, Bussotti, Filippo, Cazzolla Gatti, Roberto, César, Ricardo G., Cesljar, Goran, Chazdon, Robin, Chen, Han Y. H., Chisholm, Chelsea, Cho, Hyunkook, Cienciala, Emil, Clark, Connie J., Clark, David B., Colletta, Gabriel, Coomes, David A., Cornejo Valverde, Fernando, Corral-Rivas, José Javier, Crim, Philip, Cumming, Jonathan, Dayanandan, Selvadurai, De Gasper, André Luis, Decuyper, Mathieu, Derroire, Géraldine, DeVries, Ben, Djordjevic, Ilija, Dolezal, Jiri, Dourdain, Aurélie, Engone Obiang, Nestor Laurier, Enquist, Brian, Eyre, Teresa J., Fandohan, Adandé Belarmain, Fayle, Tom M., Feldpausch, Ted R., Ferreira, Leandro V., Finér, Leena, Fischer, Markus, Fletcher, Christine, Fridman, Jonas K., Frizzera, Lorenzo, Gamarra, Javier Garcia Perez, Gianelle, Damiano, Glick, Henry B., Harris, David, Hector, Andrew, Hemp, Andreas, Hengeveld, Geerten M., Herault, Bruno, Herbohn, John, Herold, Martin, Hillers, Annika, Honorio Coronado, Eurídice N., Hui, Cang, Ibanez, Thomas, Amaral, Iêda Leão, Imai, Nobuo, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Kvist Johannsen, Vivian, Joly, Carlos Alfredo, Jucker, Tommaso, Jung, Ilbin, Karminov, Viktor, Kartawinata, Kuswata, Kearsley, Elizabeth, Kenfack, David, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Killeen, Timothy J., Seok Kim, Hyun, Kitayama, Kanehiro, Köhl, Michael, Korjus, Henn, Kraxner, Florian, Kucher, Dmitry, Laarmann, Diana, Lang, Mait, Lewis, Simon L., Lu, Huicui, Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marcon, Eric, Schwantes Marimon, Beatriz, Marimon-Junior, Ben Hur, Marshall, Andrew Robert, Martin, Emanuel, Meave, Jorge A., Melo-Cruz, Omar, Mendoza, Casimiro, Merow, Cory, Monteagudo Mendoza, Abel, Moreno, Vanessa S., Mukul, Sharif A., Mundhenk, Philip, Nava-Miranda, Maria Guadalupe, Neill, David, Neldner, Victor J., Nevenic, Radovan V., Ngugi, Michael R., Niklaus, Pascal A., Oleksyn, Jacek, Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pan, Yude, Paquette, Alain, Parada-Gutierrez, Alexander, Parfenova, Elena I., Park, Minjee, Parren, Marc, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Pfautsch, Sebastian, Phillips, Oliver L., Picard, Nicolas, Piedade, Maria Teresa F., Piotto, Daniel, Pitman, Nigel C. A., Mendoza-Polo, Irina, Poulsen, Axel Dalberg, Poulsen, John R., Pretzsch, Hans, Ramirez Arevalo, Freddy, Restrepo Correa, Zorayda, Rodeghiero, Mirco, Rolim, Samir, Roopsind, Anand, Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Saner, Philippe, Schall, Peter, Schelhaas, Mart-Jan, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Schmid, Bernhard, Schöngart, Jochen, Searle, Eric B., Seben, Vladimir, Serra-Diaz, Josep M., Sheil, Douglas, Shvidenko, Anatoly Z., Silva-Espejo, Javier, Silveira, Marcos, Singh, James, Sist, Plinio, et al., Ma, Haozhi, Crowther, Thomas W., Mo, Lidong, Maynard, Daniel S., Renner, Susanne S., van den Hoogen, Johan, Zou, Yibiao, Liang, Jingjing, de-Miguel, Sergio, Nabuurs, Gert-Jan, Reich, Peter B., Niinemets, Ulo, Abegg, Meinrad, Adou Yao, Yves C., Alberti, Giorgio, Almeyda Zambrano, Angélica María, Alvarado, Braulio Vilchez, Álvarez-Dávila, Esteban, Alvarez-Loayza, Patricia, Alves, Luciana F., Ammer, Christian, Antón-Fernández, Clara, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Avitabile, Valerio, Aymard, Gerardo A., Baker, Timothy R., Bałazy, Radomir, Banki, Olaf, Barroso, Jorcely, Bastian, Meredith, Bastin, Jean-François, Birigazzi, Luca, Birnbaum, Philippe, Bitariho, Robert, Boeckx, Pascal, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brandl, Susanne, Brearley, Francis Q., Brienen, Roel, Broadbent, Eben North, Bruelheide, Helge, Bussotti, Filippo, Cazzolla Gatti, Roberto, César, Ricardo G., Cesljar, Goran, Chazdon, Robin, Chen, Han Y. H., Chisholm, Chelsea, Cho, Hyunkook, Cienciala, Emil, Clark, Connie J., Clark, David B., Colletta, Gabriel, Coomes, David A., Cornejo Valverde, Fernando, Corral-Rivas, José Javier, Crim, Philip, Cumming, Jonathan, Dayanandan, Selvadurai, De Gasper, André Luis, Decuyper, Mathieu, Derroire, Géraldine, DeVries, Ben, Djordjevic, Ilija, Dolezal, Jiri, Dourdain, Aurélie, Engone Obiang, Nestor Laurier, Enquist, Brian, Eyre, Teresa J., Fandohan, Adandé Belarmain, Fayle, Tom M., Feldpausch, Ted R., Ferreira, Leandro V., Finér, Leena, Fischer, Markus, Fletcher, Christine, Fridman, Jonas K., Frizzera, Lorenzo, Gamarra, Javier Garcia Perez, Gianelle, Damiano, Glick, Henry B., Harris, David, Hector, Andrew, Hemp, Andreas, Hengeveld, Geerten M., Herault, Bruno, Herbohn, John, Herold, Martin, Hillers, Annika, Honorio Coronado, Eurídice N., Hui, Cang, Ibanez, Thomas, Amaral, Iêda Leão, Imai, Nobuo, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Kvist Johannsen, Vivian, Joly, Carlos Alfredo, Jucker, Tommaso, Jung, Ilbin, Karminov, Viktor, Kartawinata, Kuswata, Kearsley, Elizabeth, Kenfack, David, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Killeen, Timothy J., Seok Kim, Hyun, Kitayama, Kanehiro, Köhl, Michael, Korjus, Henn, Kraxner, Florian, Kucher, Dmitry, Laarmann, Diana, Lang, Mait, Lewis, Simon L., Lu, Huicui, Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marcon, Eric, Schwantes Marimon, Beatriz, Marimon-Junior, Ben Hur, Marshall, Andrew Robert, Martin, Emanuel, Meave, Jorge A., Melo-Cruz, Omar, Mendoza, Casimiro, Merow, Cory, Monteagudo Mendoza, Abel, Moreno, Vanessa S., Mukul, Sharif A., Mundhenk, Philip, Nava-Miranda, Maria Guadalupe, Neill, David, Neldner, Victor J., Nevenic, Radovan V., Ngugi, Michael R., Niklaus, Pascal A., Oleksyn, Jacek, Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pan, Yude, Paquette, Alain, Parada-Gutierrez, Alexander, Parfenova, Elena I., Park, Minjee, Parren, Marc, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Pfautsch, Sebastian, Phillips, Oliver L., Picard, Nicolas, Piedade, Maria Teresa F., Piotto, Daniel, Pitman, Nigel C. A., Mendoza-Polo, Irina, Poulsen, Axel Dalberg, Poulsen, John R., Pretzsch, Hans, Ramirez Arevalo, Freddy, Restrepo Correa, Zorayda, Rodeghiero, Mirco, Rolim, Samir, Roopsind, Anand, Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Saner, Philippe, Schall, Peter, Schelhaas, Mart-Jan, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Schmid, Bernhard, Schöngart, Jochen, Searle, Eric B., Seben, Vladimir, Serra-Diaz, Josep M., Sheil, Douglas, Shvidenko, Anatoly Z., Silva-Espejo, Javier, Silveira, Marcos, Singh, James, Sist, Plinio, and et al.
Abstract: Understanding what controls global leaf type variation in trees is crucial for comprehending their role in terrestrial ecosystems, including carbon, water and nutrient dynamics. Yet our understanding of the factors influencing forest leaf types remains incomplete, leaving us uncertain about the global proportions of needle-leaved, broadleaved, evergreen and deciduous trees. To address these gaps, we conducted a global, ground-sourced assessment of forest leaf-type variation by integrating forest inventory data with comprehensive leaf form (broadleaf vs needle-leaf) and habit (evergreen vs deciduous) records. We found that global variation in leaf habit is primarily driven by isothermality and soil characteristics, while leaf form is predominantly driven by temperature. Given these relationships, we estimate that 38% of global tree individuals are needle-leaved evergreen, 29% are broadleaved evergreen, 27% are broadleaved deciduous and 5% are needle-leaved deciduous. The aboveground biomass distribution among these tree types is approximately 21% (126.4 Gt), 54% (335.7 Gt), 22% (136.2 Gt) and 3% (18.7 Gt), respectively. We further project that, depending on future emissions pathways, 17–34% of forested areas will experience climate conditions by the end of the century that currently support a different forest type, highlighting the intensification of climatic stress on existing forests. By quantifying the distribution of tree leaf types and their corresponding biomass, and identifying regions where climate change will exert greatest pressure on current leaf types, our results can help improve predictions of future terrestrial ecosystem functioning and carbon cycling.
Published: 2023

3. Integrated global assessment of the natural forest carbon potential

Author: Mo, Lidong, Zohner, Constantin M., Reich, Peter B., Liang, Jingjing, De Miguel, Sergio, Nabuurs, Gert-Jan, Renner, Susanne S., van den Hoogen, Johan, Araza, Arnan, Herold, Martin, Mirzagholi, Leila, Ma, Haozhi, Averill, Colin, Phillips, Oliver L., Gamarra, Javier Garcia Perez, Hordijk, Iris, Routh, Devin, Abegg, Meinrad, Adou Yao, C.Y., Alberti, Giorgio, Almeyda Zambrano, Angélica María, Alvarado, Braulio Vilchez, Álvarez-Dávila, Esteban, Alvarez-Loayza, Patricia, Alves, Luciana F., Amaral, Iêda Leão, Ammer, Christian, Antón-Fernández, Clara, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Avitabile, Valerio, Aymard, Gerardo A., Baker, Timothy R., Bałazy, Radomir, Banki, Olaf, Barroso, Jorcely, Bastian, Meredith, Bastin, Jean-François, Birigazzi, Luca, Birnbaum, Philippe, Bitariho, Robert, Boeckx, Pascal, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brandl, Susanne, Brearley, Francis Q., Brienen, Roel, Broadbent, Eben North, Bruelheide, Helge, Bussotti, Filippo, Cazzolla Gatti, Roberto, César, Ricardo G., Cesljar, Goran, Chazdon, Robin L., Chen, Han Y. H., Chisholm, Chelsea, Cho, Hyunkook, Cienciala, Emil, Clark, Connie J., Clark, David B., Colletta, Gabriel, Coomes, David A., Cornejo Valverde, Fernando, Corral-Rivas, José Javier, Crim, Philip, Cumming, Jonathan, Dayanandan, Selvadurai, De Gasper, André Luis, Decuyper, Mathieu, Derroire, Géraldine, DeVries, Ben, Djordjevic, Ilija, Dolezal, Jiri, Dourdain, Aurélie, Engone Obiang, Nestor Laurier, Enquist, Brian, Eyre, Teresa J., Belarmain Fandohan, Adandé, Fayle, Tom M., Feldpausch, Ted R., Ferreira, Leandro V., Finér, Leena, Fischer, Markus, Fletcher, Christine, Frizzera, Lorenzo, Gianelle, Damiano, Glick, Henry B., Harris, David, Hector, Andrew, Hemp, Andreas, Hengeveld, Geerten M., Herault, Bruno, Herbohn, John, Hillers, Annika, Honorio Coronado, Eurídice N., Hui, Cang, Ibanez, Thomas, Imai, Nobuo, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Johansen, Kasper, Joly, Carlos Alfredo, Jucker, Tommaso, Jung, Ilbin, Karminov, Viktor, Kartawinata, Kuswata, Kearsley, Elizabeth, Kenfack, David, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Killeen, Timothy J., Seok Kim, Hyun, Kitayama, Kanehiro, Köhl, Michael, Korjus, Henn, Kraxner, Florian, Kucher, Dmitry, Laarmann, Diana, Lang, Mait, Lu, Huicui, Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marcon, Eric, Schwantes Marimon, Beatriz, Marimon-Junior, Ben Hur, Marshall, Andrew Robert, Martin, Emanuel, Meave, Jorge A., Melo-Cruz, Omar, Mendoza, Casimiro, Mendoza-Polo, Irina, Miscicki, Stanislaw, Merow, Cory, Monteagudo Mendoza, Abel, Moreno, Vanessa S., Mukul, Sharif A., Mundhenk, Philip, Nava-Miranda, Maria Guadalupe, Neill, David, Neldner, Victor J., Nevenic, Radovan V., Ngugi, Michael R., Niklaus, Pascal A., Oleksyn, Jacek, Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pan, Yude, Paquette, Alain, Parada-Gutierrez, Alexander, Parfenova, Elena I., Park, Minjee, Parren, Marc, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Pfautsch, Sebastian, Picard, Nicolas, Piedade, Maria Teresa F., Piotto, Daniel, Pitman, Nigel C. A., Dalberg Poulsen, Axel, Poulsen, John R., Pretzsch, Hans, Ramirez Arevalo, Freddy, Restrepo-Correa, Zorayda, Rodeghiero, Mirco, Rolim, Samir, Roopsind, Anand, Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Saner, Philippe, Schall, Peter, Schelhaas, Mart-Jan, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Schmid, Bernhard, Schöngart, Jochen, Searle, Eric B., Seben, Vladimir, Serra-Diaz, Josep M., Sheil, Douglas, Shvidenko, Anatoly Z., Silva-Espejo, Javier, Silveira, Marcos, Singh, James, Sist, Plinio, et al., Mo, Lidong, Zohner, Constantin M., Reich, Peter B., Liang, Jingjing, De Miguel, Sergio, Nabuurs, Gert-Jan, Renner, Susanne S., van den Hoogen, Johan, Araza, Arnan, Herold, Martin, Mirzagholi, Leila, Ma, Haozhi, Averill, Colin, Phillips, Oliver L., Gamarra, Javier Garcia Perez, Hordijk, Iris, Routh, Devin, Abegg, Meinrad, Adou Yao, C.Y., Alberti, Giorgio, Almeyda Zambrano, Angélica María, Alvarado, Braulio Vilchez, Álvarez-Dávila, Esteban, Alvarez-Loayza, Patricia, Alves, Luciana F., Amaral, Iêda Leão, Ammer, Christian, Antón-Fernández, Clara, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Avitabile, Valerio, Aymard, Gerardo A., Baker, Timothy R., Bałazy, Radomir, Banki, Olaf, Barroso, Jorcely, Bastian, Meredith, Bastin, Jean-François, Birigazzi, Luca, Birnbaum, Philippe, Bitariho, Robert, Boeckx, Pascal, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brandl, Susanne, Brearley, Francis Q., Brienen, Roel, Broadbent, Eben North, Bruelheide, Helge, Bussotti, Filippo, Cazzolla Gatti, Roberto, César, Ricardo G., Cesljar, Goran, Chazdon, Robin L., Chen, Han Y. H., Chisholm, Chelsea, Cho, Hyunkook, Cienciala, Emil, Clark, Connie J., Clark, David B., Colletta, Gabriel, Coomes, David A., Cornejo Valverde, Fernando, Corral-Rivas, José Javier, Crim, Philip, Cumming, Jonathan, Dayanandan, Selvadurai, De Gasper, André Luis, Decuyper, Mathieu, Derroire, Géraldine, DeVries, Ben, Djordjevic, Ilija, Dolezal, Jiri, Dourdain, Aurélie, Engone Obiang, Nestor Laurier, Enquist, Brian, Eyre, Teresa J., Belarmain Fandohan, Adandé, Fayle, Tom M., Feldpausch, Ted R., Ferreira, Leandro V., Finér, Leena, Fischer, Markus, Fletcher, Christine, Frizzera, Lorenzo, Gianelle, Damiano, Glick, Henry B., Harris, David, Hector, Andrew, Hemp, Andreas, Hengeveld, Geerten M., Herault, Bruno, Herbohn, John, Hillers, Annika, Honorio Coronado, Eurídice N., Hui, Cang, Ibanez, Thomas, Imai, Nobuo, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Johansen, Kasper, Joly, Carlos Alfredo, Jucker, Tommaso, Jung, Ilbin, Karminov, Viktor, Kartawinata, Kuswata, Kearsley, Elizabeth, Kenfack, David, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Killeen, Timothy J., Seok Kim, Hyun, Kitayama, Kanehiro, Köhl, Michael, Korjus, Henn, Kraxner, Florian, Kucher, Dmitry, Laarmann, Diana, Lang, Mait, Lu, Huicui, Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marcon, Eric, Schwantes Marimon, Beatriz, Marimon-Junior, Ben Hur, Marshall, Andrew Robert, Martin, Emanuel, Meave, Jorge A., Melo-Cruz, Omar, Mendoza, Casimiro, Mendoza-Polo, Irina, Miscicki, Stanislaw, Merow, Cory, Monteagudo Mendoza, Abel, Moreno, Vanessa S., Mukul, Sharif A., Mundhenk, Philip, Nava-Miranda, Maria Guadalupe, Neill, David, Neldner, Victor J., Nevenic, Radovan V., Ngugi, Michael R., Niklaus, Pascal A., Oleksyn, Jacek, Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pan, Yude, Paquette, Alain, Parada-Gutierrez, Alexander, Parfenova, Elena I., Park, Minjee, Parren, Marc, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Pfautsch, Sebastian, Picard, Nicolas, Piedade, Maria Teresa F., Piotto, Daniel, Pitman, Nigel C. A., Dalberg Poulsen, Axel, Poulsen, John R., Pretzsch, Hans, Ramirez Arevalo, Freddy, Restrepo-Correa, Zorayda, Rodeghiero, Mirco, Rolim, Samir, Roopsind, Anand, Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Saner, Philippe, Schall, Peter, Schelhaas, Mart-Jan, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Schmid, Bernhard, Schöngart, Jochen, Searle, Eric B., Seben, Vladimir, Serra-Diaz, Josep M., Sheil, Douglas, Shvidenko, Anatoly Z., Silva-Espejo, Javier, Silveira, Marcos, Singh, James, Sist, Plinio, and et al.
Abstract: Forests are a substantial terrestrial carbon sink, but anthropogenic changes in land use and climate have considerably reduced the scale of this system. Remote-sensing estimates to quantify carbon losses from global forests are characterized by considerable uncertainty and we lack a comprehensive ground-sourced evaluation to benchmark these estimates. Here we combine several ground-sourced and satellite-derived approaches to evaluate the scale of the global forest carbon potential outside agricultural and urban lands. Despite regional variation, the predictions demonstrated remarkable consistency at a global scale, with only a 12% difference between the ground-sourced and satellite-derived estimates. At present, global forest carbon storage is markedly under the natural potential, with a total deficit of 226 Gt (model range = 151–363 Gt) in areas with low human footprint. Most (61%, 139 Gt C) of this potential is in areas with existing forests, in which ecosystem protection can allow forests to recover to maturity. The remaining 39% (87 Gt C) of potential lies in regions in which forests have been removed or fragmented. Although forests cannot be a substitute for emissions reductions, our results support the idea that the conservation, restoration and sustainable management of diverse forests offer valuable contributions to meeting global climate and biodiversity targets.
Published: 2023

4. Evenness mediates the global relationship between forest productivity and richness

Author: Hordijk, Iris, Maynard, Daniel S., Hart, Simon P., Lidong, Mo, Ter Steege, Hans, Liang, Jingjing, de-Miguel, Sergio, Nabuurs, Gert-Jan, Reich, Peter B., Abegg, Meinrad, Adou Yao, Yves C., Alberti, Giorgio, Almeyda Zambrano, Angélica María, Alvarado, Braulio Vilchez, Álvarez-Dávila, Esteban, Alvarez-Loayza, Patricia, Alves, Luciana F., Ammer, Christian, Antón-Fernández, Clara, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Avitabile, Valerio, Aymard C., Gerardo A., Baker, Timothy R., Balazy, Radomir, Banki, Olaf, Barroso, Jorcely, Bastian, Meredith, Bastin, Jean-François, Birigazzi, Luca, Birnbaum, Philippe, Bitariho, Robert, Boeckx, Pascal, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brandl, Susanne, Brienen, Roel, Broadbent, Eben North, Bruelheide, Helge, Bussotti, Filippo, Cazzolla Gatti, Roberto, César, Ricardo G., Cesljar, Goran, Chazdon, Robin L., Chen, Han Y. H., Chisholm, Chelsea, Cienciala, Emil, Clark, Connie J., Clark, David B., Colletta, Gabriel, Coomes, David A., Cornejo Valverde, Fernando, Corral-Rivas, José Javier, Crim, Philip, Cumming, Jonathan, Dayanandan, Selvadurai, De Gasper, André Luis, Decuyper, Mathieu, Derroire, Géraldine, DeVries, Ben, Djordjevic, Ilija, Iêda, Amaral, Dourdain, Aurélie, Engone Obiang, Nestor Laurier, Enquist, Brian, Eyre, Teresa J., Belarmain Fandohan, Adandé, Fayle, Tom M., Ferreira, Leandro V., Feldpausch, Ted R., Finér, Leena, Fischer, Markus, Fletcher, Christine D., Frizzera, Lorenzo, Gamarra, Javier Garcia Perez, Gianelle, Damiano, Glick, Henry B., Harris, David, Hector, Andrew, Hemp, Andreas, Hengeveld, Geerten M., Herault, Bruno, Herbohn, John, Hillers, Annika, Honorio Coronado, Eurídice N., Hui, Cang, Cho, Hyunkook, Ibanez, Thomas, Bin Jung, Il, Imai, Nobuo, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Johanssen, Vivian, Joly, Carlos Alfredo, Jucker, Tommaso, Karminov, Viktor, Kartawinata, Kuswata, Kearsley, Elizabeth, Kenfack, David, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Killeen, Timothy J., Seok Kim, Hyun, Kitayama, Kanehiro, Köhl, Michael, Korjus, Henn, Kraxner, Florian, Laarmann, Diana, Lang, Mait, Lewis, Simon L., Lu, Huicui, Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marcon, Eric, Marimon, Beatriz Schwantes, Marimon-Junior, Ben Hur, Marshall, Andrew Robert, Martin, Emanuel, Martynenko, Olga V., Meave, Jorge A., Melo-Cruz, Omar, Mendoza, Casimiro, Merow, Cory, Stanislaw, Miscicki, Monteagudo Mendoza, Abel, Moreno, Vanessa S., Mukul, Sharif A., Mundhenk, Philip, Nava-Miranda, Maria Guadalupe, Neill, David, Neldner, Victor J., Nevenic, Radovan V., Ngugi, Michael R., Niklaus, Pascal A., Oleksyn, Jacek, Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pan, Yude, Paquette, Alain, Parada-Gutierrez, Alexander, Parfenova, Elena I., Park, Minjee, Parren, Marc, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Pfautsch, Sebastian, Phillips, Oliver L., Picard, Nicolas, Piedade, Maria Teresa F., Piotto, Daniel, Pitman, Nigel C. A., Polo, Irina, Poorter, Lourens, Dalberg Poulsen, Axel, Poulsen, John R., Pretzsch, Hans, Ramirez Arevalo, Freddy, Restrepo-Correa, Zorayda, Rodeghiero, Mirco, Rolim, Samir, Roopsind, Anand, Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Schall, Peter, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Schmid, Bernhard, Schöngart, Jochen, Searle, Eric B., Seben, Vladimir, Serra-Diaz, Josep M., Sheil, Douglas, Shvidenko, Anatoly Z., Silva-Espejo, Javier, Silveira, Marcos, Singh, James, Sist, Plinio, et al., Hordijk, Iris, Maynard, Daniel S., Hart, Simon P., Lidong, Mo, Ter Steege, Hans, Liang, Jingjing, de-Miguel, Sergio, Nabuurs, Gert-Jan, Reich, Peter B., Abegg, Meinrad, Adou Yao, Yves C., Alberti, Giorgio, Almeyda Zambrano, Angélica María, Alvarado, Braulio Vilchez, Álvarez-Dávila, Esteban, Alvarez-Loayza, Patricia, Alves, Luciana F., Ammer, Christian, Antón-Fernández, Clara, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Avitabile, Valerio, Aymard C., Gerardo A., Baker, Timothy R., Balazy, Radomir, Banki, Olaf, Barroso, Jorcely, Bastian, Meredith, Bastin, Jean-François, Birigazzi, Luca, Birnbaum, Philippe, Bitariho, Robert, Boeckx, Pascal, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brandl, Susanne, Brienen, Roel, Broadbent, Eben North, Bruelheide, Helge, Bussotti, Filippo, Cazzolla Gatti, Roberto, César, Ricardo G., Cesljar, Goran, Chazdon, Robin L., Chen, Han Y. H., Chisholm, Chelsea, Cienciala, Emil, Clark, Connie J., Clark, David B., Colletta, Gabriel, Coomes, David A., Cornejo Valverde, Fernando, Corral-Rivas, José Javier, Crim, Philip, Cumming, Jonathan, Dayanandan, Selvadurai, De Gasper, André Luis, Decuyper, Mathieu, Derroire, Géraldine, DeVries, Ben, Djordjevic, Ilija, Iêda, Amaral, Dourdain, Aurélie, Engone Obiang, Nestor Laurier, Enquist, Brian, Eyre, Teresa J., Belarmain Fandohan, Adandé, Fayle, Tom M., Ferreira, Leandro V., Feldpausch, Ted R., Finér, Leena, Fischer, Markus, Fletcher, Christine D., Frizzera, Lorenzo, Gamarra, Javier Garcia Perez, Gianelle, Damiano, Glick, Henry B., Harris, David, Hector, Andrew, Hemp, Andreas, Hengeveld, Geerten M., Herault, Bruno, Herbohn, John, Hillers, Annika, Honorio Coronado, Eurídice N., Hui, Cang, Cho, Hyunkook, Ibanez, Thomas, Bin Jung, Il, Imai, Nobuo, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Johanssen, Vivian, Joly, Carlos Alfredo, Jucker, Tommaso, Karminov, Viktor, Kartawinata, Kuswata, Kearsley, Elizabeth, Kenfack, David, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Killeen, Timothy J., Seok Kim, Hyun, Kitayama, Kanehiro, Köhl, Michael, Korjus, Henn, Kraxner, Florian, Laarmann, Diana, Lang, Mait, Lewis, Simon L., Lu, Huicui, Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marcon, Eric, Marimon, Beatriz Schwantes, Marimon-Junior, Ben Hur, Marshall, Andrew Robert, Martin, Emanuel, Martynenko, Olga V., Meave, Jorge A., Melo-Cruz, Omar, Mendoza, Casimiro, Merow, Cory, Stanislaw, Miscicki, Monteagudo Mendoza, Abel, Moreno, Vanessa S., Mukul, Sharif A., Mundhenk, Philip, Nava-Miranda, Maria Guadalupe, Neill, David, Neldner, Victor J., Nevenic, Radovan V., Ngugi, Michael R., Niklaus, Pascal A., Oleksyn, Jacek, Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pan, Yude, Paquette, Alain, Parada-Gutierrez, Alexander, Parfenova, Elena I., Park, Minjee, Parren, Marc, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Pfautsch, Sebastian, Phillips, Oliver L., Picard, Nicolas, Piedade, Maria Teresa F., Piotto, Daniel, Pitman, Nigel C. A., Polo, Irina, Poorter, Lourens, Dalberg Poulsen, Axel, Poulsen, John R., Pretzsch, Hans, Ramirez Arevalo, Freddy, Restrepo-Correa, Zorayda, Rodeghiero, Mirco, Rolim, Samir, Roopsind, Anand, Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Schall, Peter, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Schmid, Bernhard, Schöngart, Jochen, Searle, Eric B., Seben, Vladimir, Serra-Diaz, Josep M., Sheil, Douglas, Shvidenko, Anatoly Z., Silva-Espejo, Javier, Silveira, Marcos, Singh, James, Sist, Plinio, and et al.
Abstract: Biodiversity is an important component of natural ecosystems, with higher species richness often correlating with an increase in ecosystem productivity. Yet, this relationship varies substantially across environments, typically becoming less pronounced at high levels of species richness. However, species richness alone cannot reflect all important properties of a community, including community evenness, which may mediate the relationship between biodiversity and productivity. If the evenness of a community correlates negatively with richness across forests globally, then a greater number of species may not always increase overall diversity and productivity of the system. Theoretical work and local empirical studies have shown that the effect of evenness on ecosystem functioning may be especially strong at high richness levels, yet the consistency of this remains untested at a global scale. 2. Here, we used a dataset of forests from across the globe, which includes composition, biomass accumulation and net primary productivity, to explore whether productivity correlates with community evenness and richness in a way that evenness appears to buffer the effect of richness. Specifically, we evaluated whether low levels of evenness in speciose communities correlate with the attenuation of the richness–productivity relationship. 3. We found that tree species richness and evenness are negatively correlated across forests globally, with highly speciose forests typically comprising a few dominant and many rare species. Furthermore, we found that the correlation between diversity and productivity changes with evenness: at low richness, uneven communities are more productive, while at high richness, even communities are more productive. 4. Synthesis. Collectively, these results demonstrate that evenness is an integral component of the relationship between biodiversity and productivity, and that the attenuating effect of richness on forest productivity might be partly explained
Published: 2023

5. The number of tree species on Earth

Author: Cazzolla Gatti, Roberto, Reich, Peter B., Gamarra, Javier Garcia Perez, Crowther, Thomas W., Hui, Cang, Morera, Albert, Bastin, Jean-François, de-Miguel, Sergio, Nabuurs, Gert-Jan, Svenning, Jens-Christian, Serra-Diaz, Josep M., Merow, Cory, Enquist, Brian, Kamenetsky, Maria, Lee, Junho, Zhu, Jun, Fang, Jinyun, Jacobs, Douglass F., Pijanowski, Bryan, Banerjee, Arindam, Giaquinto, Robert A., Alberti, Giorgio, Almeyda Zambrano, Angélica María, Álvarez-Dávila, Esteban, Araujo-Murakami, Alejandro, Avitabile, Valerio, Aymard, Gerardo A., Balazy, Radomir, Baraloto, Christopher, Barroso, Jorcely, Bastian, Meredith, Birnbaum, Philippe, Bitariho, Robert, Bogaert, Jan, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brearley, Francis Q., Broadbent, Eben North, Bussotti, Filippo, Castro da Silva, Wendeson, Gomes César, Ricardo, Cesljar, Goran, Chama Moscoso, Victor, Chen, Han Y. H., Cienciala, Emil, Clark, Connie J., Coomes, David A., Dayanandan, Selvadurai, Decuyper, Mathieu, Dee, Laura E., del Aguila Pasquel, Jhon, Derroire, Géraldine, Kamdem Djuikouo, Marie Noel, Van Do, Tran, Dolezal, Jiri, Dordevic, Ilija D., Engel, Julien, Fayle, Tom M., Feldpausch, Ted R., Fridman, Jonas K., Harris, David, Hemp, Andreas, Hengeveld, Geerten M., Herault, Bruno, Herold, Martin, Ibanez, Thomas, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Jeffery, Kathryn J., Johannsen, Vivian Kvist, Jucker, Tommaso, Kangur, Ahto, Karminov, Victor N., Kartawinata, Kuswata, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Kumar Khare, Pramod, Kileen, Timothy J., Kim, Hyun Seok, Korjus, Henn, Kumar, Amit, Kumar, Ashwani, Laarmann, Diana, Labriere, Nicolas, Lang, Mait, Lewis, Simon L., Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marshall, Andrew R., Martynenko, Olga V., Monteagudo Mendoza, Abel L., Ontikov, Petr V., Pallqui Camacho, Nadir C., Paquette, Alain, Park, Minjee, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Petronelli, Pascal, et al., Cazzolla Gatti, Roberto, Reich, Peter B., Gamarra, Javier Garcia Perez, Crowther, Thomas W., Hui, Cang, Morera, Albert, Bastin, Jean-François, de-Miguel, Sergio, Nabuurs, Gert-Jan, Svenning, Jens-Christian, Serra-Diaz, Josep M., Merow, Cory, Enquist, Brian, Kamenetsky, Maria, Lee, Junho, Zhu, Jun, Fang, Jinyun, Jacobs, Douglass F., Pijanowski, Bryan, Banerjee, Arindam, Giaquinto, Robert A., Alberti, Giorgio, Almeyda Zambrano, Angélica María, Álvarez-Dávila, Esteban, Araujo-Murakami, Alejandro, Avitabile, Valerio, Aymard, Gerardo A., Balazy, Radomir, Baraloto, Christopher, Barroso, Jorcely, Bastian, Meredith, Birnbaum, Philippe, Bitariho, Robert, Bogaert, Jan, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brearley, Francis Q., Broadbent, Eben North, Bussotti, Filippo, Castro da Silva, Wendeson, Gomes César, Ricardo, Cesljar, Goran, Chama Moscoso, Victor, Chen, Han Y. H., Cienciala, Emil, Clark, Connie J., Coomes, David A., Dayanandan, Selvadurai, Decuyper, Mathieu, Dee, Laura E., del Aguila Pasquel, Jhon, Derroire, Géraldine, Kamdem Djuikouo, Marie Noel, Van Do, Tran, Dolezal, Jiri, Dordevic, Ilija D., Engel, Julien, Fayle, Tom M., Feldpausch, Ted R., Fridman, Jonas K., Harris, David, Hemp, Andreas, Hengeveld, Geerten M., Herault, Bruno, Herold, Martin, Ibanez, Thomas, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Jeffery, Kathryn J., Johannsen, Vivian Kvist, Jucker, Tommaso, Kangur, Ahto, Karminov, Victor N., Kartawinata, Kuswata, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Kumar Khare, Pramod, Kileen, Timothy J., Kim, Hyun Seok, Korjus, Henn, Kumar, Amit, Kumar, Ashwani, Laarmann, Diana, Labriere, Nicolas, Lang, Mait, Lewis, Simon L., Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marshall, Andrew R., Martynenko, Olga V., Monteagudo Mendoza, Abel L., Ontikov, Petr V., Pallqui Camacho, Nadir C., Paquette, Alain, Park, Minjee, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Petronelli, Pascal, and et al.
Abstract: One of the most fundamental questions in ecology is how many species inhabit the Earth. However, due to massive logistical and financial challenges and taxonomic difficulties connected to the species concept definition, the global numbers of species, including those of important and well-studied life forms such as trees, still remain largely unknown. Here, based on global ground-sourced data, we estimate the total tree species richness at global, continental, and biome levels. Our results indicate that there are ∼73,000 tree species globally, among which ∼9,000 tree species are yet to be discovered. Roughly 40% of undiscovered tree species are in South America. Moreover, almost one-third of all tree species to be discovered may be rare, with very low populations and limited spatial distribution (likely in remote tropical lowlands and mountains). These findings highlight the vulnerability of global forest biodiversity to anthropogenic changes in land use and climate, which disproportionately threaten rare species and thus, global tree richness.
Published: 2022

6. The number of tree species on Earth

Author: Cazzolla Gatti, Roberto, Reich, Peter B., Gamarra, Javier Garcia Perez, Crowther, Thomas W., Hui, Cang, Morera, Albert, Bastin, Jean-François, de-Miguel, Sergio, Nabuurs, Gert-Jan, Svenning, Jens-Christian, Serra-Diaz, Josep M., Merow, Cory, Enquist, Brian, Kamenetsky, Maria, Lee, Junho, Zhu, Jun, Fang, Jinyun, Jacobs, Douglass F., Pijanowski, Bryan, Banerjee, Arindam, Giaquinto, Robert A., Alberti, Giorgio, Almeyda Zambrano, Angélica María, Álvarez-Dávila, Esteban, Araujo-Murakami, Alejandro, Avitabile, Valerio, Aymard, Gerardo A., Balazy, Radomir, Baraloto, Christopher, Barroso, Jorcely, Bastian, Meredith, Birnbaum, Philippe, Bitariho, Robert, Bogaert, Jan, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brearley, Francis Q., Broadbent, Eben North, Bussotti, Filippo, Castro da Silva, Wendeson, Gomes César, Ricardo, Cesljar, Goran, Chama Moscoso, Victor, Chen, Han Y. H., Cienciala, Emil, Clark, Connie J., Coomes, David A., Dayanandan, Selvadurai, Decuyper, Mathieu, Dee, Laura E., del Aguila Pasquel, Jhon, Derroire, Géraldine, Kamdem Djuikouo, Marie Noel, Van Do, Tran, Dolezal, Jiri, Dordevic, Ilija D., Engel, Julien, Fayle, Tom M., Feldpausch, Ted R., Fridman, Jonas K., Harris, David, Hemp, Andreas, Hengeveld, Geerten M., Herault, Bruno, Herold, Martin, Ibanez, Thomas, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Jeffery, Kathryn J., Johannsen, Vivian Kvist, Jucker, Tommaso, Kangur, Ahto, Karminov, Victor N., Kartawinata, Kuswata, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Kumar Khare, Pramod, Kileen, Timothy J., Kim, Hyun Seok, Korjus, Henn, Kumar, Amit, Kumar, Ashwani, Laarmann, Diana, Labriere, Nicolas, Lang, Mait, Lewis, Simon L., Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marshall, Andrew Robert, Martynenko, Olga V., Monteagudo Mendoza, Abel L., Ontikov, Petr V., Pallqui Camacho, Nadir C., Paquette, Alain, Park, Minjee, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Petronelli, Pascal, et al., Cazzolla Gatti, Roberto, Reich, Peter B., Gamarra, Javier Garcia Perez, Crowther, Thomas W., Hui, Cang, Morera, Albert, Bastin, Jean-François, de-Miguel, Sergio, Nabuurs, Gert-Jan, Svenning, Jens-Christian, Serra-Diaz, Josep M., Merow, Cory, Enquist, Brian, Kamenetsky, Maria, Lee, Junho, Zhu, Jun, Fang, Jinyun, Jacobs, Douglass F., Pijanowski, Bryan, Banerjee, Arindam, Giaquinto, Robert A., Alberti, Giorgio, Almeyda Zambrano, Angélica María, Álvarez-Dávila, Esteban, Araujo-Murakami, Alejandro, Avitabile, Valerio, Aymard, Gerardo A., Balazy, Radomir, Baraloto, Christopher, Barroso, Jorcely, Bastian, Meredith, Birnbaum, Philippe, Bitariho, Robert, Bogaert, Jan, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brearley, Francis Q., Broadbent, Eben North, Bussotti, Filippo, Castro da Silva, Wendeson, Gomes César, Ricardo, Cesljar, Goran, Chama Moscoso, Victor, Chen, Han Y. H., Cienciala, Emil, Clark, Connie J., Coomes, David A., Dayanandan, Selvadurai, Decuyper, Mathieu, Dee, Laura E., del Aguila Pasquel, Jhon, Derroire, Géraldine, Kamdem Djuikouo, Marie Noel, Van Do, Tran, Dolezal, Jiri, Dordevic, Ilija D., Engel, Julien, Fayle, Tom M., Feldpausch, Ted R., Fridman, Jonas K., Harris, David, Hemp, Andreas, Hengeveld, Geerten M., Herault, Bruno, Herold, Martin, Ibanez, Thomas, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Jeffery, Kathryn J., Johannsen, Vivian Kvist, Jucker, Tommaso, Kangur, Ahto, Karminov, Victor N., Kartawinata, Kuswata, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Latif Khan, Mohammed, Kumar Khare, Pramod, Kileen, Timothy J., Kim, Hyun Seok, Korjus, Henn, Kumar, Amit, Kumar, Ashwani, Laarmann, Diana, Labriere, Nicolas, Lang, Mait, Lewis, Simon L., Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marshall, Andrew Robert, Martynenko, Olga V., Monteagudo Mendoza, Abel L., Ontikov, Petr V., Pallqui Camacho, Nadir C., Paquette, Alain, Park, Minjee, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Petronelli, Pascal, and et al.
Abstract: One of the most fundamental questions in ecology is how many species inhabit the Earth. However, due to massive logistical and financial challenges and taxonomic difficulties connected to the species concept definition, the global numbers of species, including those of important and well-studied life forms such as trees, still remain largely unknown. Here, based on global ground-sourced data, we estimate the total tree species richness at global, continental, and biome levels. Our results indicate that there are ∼73,000 tree species globally, among which ∼9,000 tree species are yet to be discovered. Roughly 40% of undiscovered tree species are in South America. Moreover, almost one-third of all tree species to be discovered may be rare, with very low populations and limited spatial distribution (likely in remote tropical lowlands and mountains). These findings highlight the vulnerability of global forest biodiversity to anthropogenic changes in land use and climate, which disproportionately threaten rare species and thus, global tree richness.
Published: 2022

7. The number of tree species on Earth

Author: Cazzolla Gatti, Roberto, Reich, Peter B., Gamarra, Javier G.P., Crowther, Tom, Hui, Cang, Morera, Albert, Bastin, Jean Francois, de-Miguel, Sergio, Nabuurs, Gert Jan, Svenning, Jens Christian, Serra-Diaz, Josep M., Merow, Cory, Enquist, Brian, Kamenetsky, Maria, Lee, Junho, Zhu, Jun, Fang, Jinyun, Jacobs, Douglass F., Pijanowski, Bryan, Banerjee, Arindam, Giaquinto, Robert A., Alberti, Giorgio, Almeyda Zambrano, Angelica Maria, Alvarez-Davila, Esteban, Araujo-Murakami, Alejandro, Avitabile, Valerio, Aymard, Gerardo A., Balazy, Radomir, Baraloto, Chris, Barroso, Jorcely G., Bastian, Meredith L., Birnbaum, Philippe, Bitariho, Robert, Bogaert, Jan, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brearley, Francis Q., Broadbent, Eben North, Bussotti, Filippo, Castro da Silva, Wendeson, César, Ricardo Gomes, Češljar, Goran, Chama Moscoso, Víctor, Chen, Han Y.H., Cienciala, Emil, Clark, Connie J., Coomes, David A., Dayanandan, Selvadurai, Decuyper, Mathieu, Dee, Laura E., Del Aguila Pasquel, Jhon, Derroire, Géraldine, Djuikouo, Marie Noel Kamdem, Van Do, Tran, Dolezal, Jiri, Đorđević, Ilija, Engel, Julien, Fayle, Tom M., Feldpausch, Ted R., Fridman, Jonas K., Harris, David J., Hemp, Andreas, Hengeveld, Geerten, Herault, Bruno, Herold, Martin, Ibanez, Thomas, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Jeffery, Kathryn J., Johannsen, Vivian Kvist, Jucker, Tommaso, Kangur, Ahto, Karminov, Victor N., Kartawinata, Kuswata, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Khan, Mohammed Latif, Khare, Pramod Kumar, Kileen, Timothy J., Kim, Hyun Seok, Korjus, Henn, Kumar, Amit, Kumar, Ashwani, Laarmann, Diana, Labrière, Nicolas, Lang, Mait, Lewis, Simon L., Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marshall, Andrew R., Martynenko, Olga V., Monteagudo Mendoza, Abel L., Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pallqui Camacho, Nadir C., Paquette, Alain, Park, Minjee, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Petronelli, Pascal, Pfautsch, Sebastian, Phillips, Oliver L., Picard, Nicolas, Piotto, Daniel, Poorter, Lourens, Poulsen, John R., Pretzsch, Hans, Ramírez-Angulo, Hirma, Restrepo Correa, Zorayda, Rodeghiero, Mirco, Rojas Gonzáles, Rocío Del Pilar, Rolim, Samir G., Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Šebeň, Vladimír, Silveira, Marcos, Slik, Ferry, Sonké, Bonaventure, Souza, Alexandre F., Stereńczak, Krzysztof Jan, Svoboda, Miroslav, Taedoumg, Hermann, Tchebakova, Nadja, Terborgh, John, Tikhonova, Elena, Torres-Lezama, Armando, van der Plas, Fons, Vásquez, Rodolfo, Viana, Helder, Vibrans, Alexander C., Vilanova, Emilio, Vos, Vincent A., Wang, Hua Feng, Westerlund, Bertil, White, Lee J.T., Wiser, Susan K., Zawiła-Niedźwiecki, Tomasz, Zemagho, Lise, Zhu, Zhi Xin, Zo-Bi, Irié C., Liang, Jingjing, Cazzolla Gatti, Roberto, Reich, Peter B., Gamarra, Javier G.P., Crowther, Tom, Hui, Cang, Morera, Albert, Bastin, Jean Francois, de-Miguel, Sergio, Nabuurs, Gert Jan, Svenning, Jens Christian, Serra-Diaz, Josep M., Merow, Cory, Enquist, Brian, Kamenetsky, Maria, Lee, Junho, Zhu, Jun, Fang, Jinyun, Jacobs, Douglass F., Pijanowski, Bryan, Banerjee, Arindam, Giaquinto, Robert A., Alberti, Giorgio, Almeyda Zambrano, Angelica Maria, Alvarez-Davila, Esteban, Araujo-Murakami, Alejandro, Avitabile, Valerio, Aymard, Gerardo A., Balazy, Radomir, Baraloto, Chris, Barroso, Jorcely G., Bastian, Meredith L., Birnbaum, Philippe, Bitariho, Robert, Bogaert, Jan, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brearley, Francis Q., Broadbent, Eben North, Bussotti, Filippo, Castro da Silva, Wendeson, César, Ricardo Gomes, Češljar, Goran, Chama Moscoso, Víctor, Chen, Han Y.H., Cienciala, Emil, Clark, Connie J., Coomes, David A., Dayanandan, Selvadurai, Decuyper, Mathieu, Dee, Laura E., Del Aguila Pasquel, Jhon, Derroire, Géraldine, Djuikouo, Marie Noel Kamdem, Van Do, Tran, Dolezal, Jiri, Đorđević, Ilija, Engel, Julien, Fayle, Tom M., Feldpausch, Ted R., Fridman, Jonas K., Harris, David J., Hemp, Andreas, Hengeveld, Geerten, Herault, Bruno, Herold, Martin, Ibanez, Thomas, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Jeffery, Kathryn J., Johannsen, Vivian Kvist, Jucker, Tommaso, Kangur, Ahto, Karminov, Victor N., Kartawinata, Kuswata, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Khan, Mohammed Latif, Khare, Pramod Kumar, Kileen, Timothy J., Kim, Hyun Seok, Korjus, Henn, Kumar, Amit, Kumar, Ashwani, Laarmann, Diana, Labrière, Nicolas, Lang, Mait, Lewis, Simon L., Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marshall, Andrew R., Martynenko, Olga V., Monteagudo Mendoza, Abel L., Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pallqui Camacho, Nadir C., Paquette, Alain, Park, Minjee, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Petronelli, Pascal, Pfautsch, Sebastian, Phillips, Oliver L., Picard, Nicolas, Piotto, Daniel, Poorter, Lourens, Poulsen, John R., Pretzsch, Hans, Ramírez-Angulo, Hirma, Restrepo Correa, Zorayda, Rodeghiero, Mirco, Rojas Gonzáles, Rocío Del Pilar, Rolim, Samir G., Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Šebeň, Vladimír, Silveira, Marcos, Slik, Ferry, Sonké, Bonaventure, Souza, Alexandre F., Stereńczak, Krzysztof Jan, Svoboda, Miroslav, Taedoumg, Hermann, Tchebakova, Nadja, Terborgh, John, Tikhonova, Elena, Torres-Lezama, Armando, van der Plas, Fons, Vásquez, Rodolfo, Viana, Helder, Vibrans, Alexander C., Vilanova, Emilio, Vos, Vincent A., Wang, Hua Feng, Westerlund, Bertil, White, Lee J.T., Wiser, Susan K., Zawiła-Niedźwiecki, Tomasz, Zemagho, Lise, Zhu, Zhi Xin, Zo-Bi, Irié C., and Liang, Jingjing
Abstract: One of the most fundamental questions in ecology is how many species inhabit the Earth. However, due to massive logistical and financial challenges and taxonomic difficulties connected to the species concept definition, the global numbers of species, including those of important and well-studied life forms such as trees, still remain largely unknown. Here, based on global ground-sourced data, we estimate the total tree species richness at global, continental, and biome levels. Our results indicate that there are ∼73,000 tree species globally, among which ∼9,000 tree species are yet to be discovered. Roughly 40% of undiscovered tree species are in South America. Moreover, almost one-third of all tree species to be discovered may be rare, with very low populations and limited spatial distribution (likely in remote tropical lowlands and mountains). These findings highlight the vulnerability of global forest biodiversity to anthropogenic changes in land use and climate, which disproportionately threaten rare species and thus, global tree richness.
Published: 2022

8. The number of tree species on Earth

Author: Gatti, Roberto Cazzolla, Reich, Peter B., Gamarra, Javier G.P., Crowther, Tom, Hui, Cang, Morera, Albert, Bastin, Jean Francois, de-Miguel, Sergio, Nabuurs, Gert Jan, Svenning, Jens Christian, Serra-Diaz, Josep M., Merow, Cory, Enquist, Brian, Kamenetsky, Maria, Lee, Junho, Zhu, Jun, Fang, Jinyun, Jacobs, Douglass F., Pijanowski, Bryan, Banerjee, Arindam, Giaquinto, Robert A., Alberti, Giorgio, Zambrano, Angelica Maria Almeyda, Alvarez-Davila, Esteban, Araujo-Murakami, Alejandro, Avitabile, Valerio, Aymard, Gerardo A., Balazy, Radomir, Baraloto, Chris, Barroso, Jorcely G., Bastian, Meredith L., Birnbaum, Philippe, Bitariho, Robert, Bogaert, Jan, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brearley, Francis Q., Broadbent, Eben North, Bussotti, Filippo, da Silva, Wendeson Castro, César, Ricardo Gomes, Češljar, Goran, Moscoso, Víctor Chama, Chen, Han Y.H., Cienciala, Emil, Clark, Connie J., Coomes, David A., Dayanandan, Selvadurai, Decuyper, Mathieu, Dee, Laura E., Del Aguila Pasquel, Jhon, Derroire, Géraldine, Djuikouo, Marie Noel Kamdem, van Do, Tran, Dolezal, Jiri, Đorđevic, Ilija, Engel, Julien, Fayle, Tom M., Feldpausch, Ted R., Fridman, Jonas K., Harris, David J., Hemp, Andreas, Hengeveld, Geerten, Herault, Bruno, Herold, Martin, Ibanez, Thomas, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Jeffery, Kathryn J., Johannsen, Vivian Kvist, Jucker, Tommaso, Kangur, Ahto, Karminov, Victor N., Kartawinata, Kuswata, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Khan, Mohammed Latif, Khare, Pramod Kumar, Kileen, Timothy J., Kim, Hyun Seok, Korjus, Henn, Kumar, Amit, Kumar, Ashwani, Laarmann, Diana, Labrière, Nicolas, Lang, Mait, Lewis, Simon L., Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marshall, Andrew R., Martynenko, Olga V., Monteagudo Mendoza, Abel L., Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pallqui Camacho, Nadir C., Paquette, Alain, Park, Minjee, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Petronelli, Pascal, Pfautsch, Sebastian, Phillips, Oliver L., Picard, Nicolas, Piotto, Daniel, Poorter, Lourens, Poulsen, John R., Pretzsch, Hans, Ramírez-Angulo, Hirma, Correa, Zorayda Restrepo, Rodeghiero, Mirco, Del Pilar Rojas Gonzáles, Rocío, Rolim, Samir G., Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Šebeň, Vladimír, Silveira, Marcos, Slik, Ferry, Sonké, Bonaventure, Souza, Alexandre F., Stereńczak, Krzysztof Jan, Svoboda, Miroslav, Taedoumg, Hermann, Tchebakova, Nadja, Terborgh, John, Tikhonova, Elena, Torres-Lezama, Armando, van der Plas, Fons, Vásquez, Rodolfo, Viana, Helder, Vibrans, Alexander C., Vilanova, Emilio, Vos, Vincent A., Wang, Hua Feng, Westerlund, Bertil, White, Lee J.T., Wiser, Susan K., Zawiła-Niedźwiecki, Tomasz, Zemagho, Lise, Zhu, Zhi Xin, Zo-Bi, Irié C., Liang, Jingjing, Gatti, Roberto Cazzolla, Reich, Peter B., Gamarra, Javier G.P., Crowther, Tom, Hui, Cang, Morera, Albert, Bastin, Jean Francois, de-Miguel, Sergio, Nabuurs, Gert Jan, Svenning, Jens Christian, Serra-Diaz, Josep M., Merow, Cory, Enquist, Brian, Kamenetsky, Maria, Lee, Junho, Zhu, Jun, Fang, Jinyun, Jacobs, Douglass F., Pijanowski, Bryan, Banerjee, Arindam, Giaquinto, Robert A., Alberti, Giorgio, Zambrano, Angelica Maria Almeyda, Alvarez-Davila, Esteban, Araujo-Murakami, Alejandro, Avitabile, Valerio, Aymard, Gerardo A., Balazy, Radomir, Baraloto, Chris, Barroso, Jorcely G., Bastian, Meredith L., Birnbaum, Philippe, Bitariho, Robert, Bogaert, Jan, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brearley, Francis Q., Broadbent, Eben North, Bussotti, Filippo, da Silva, Wendeson Castro, César, Ricardo Gomes, Češljar, Goran, Moscoso, Víctor Chama, Chen, Han Y.H., Cienciala, Emil, Clark, Connie J., Coomes, David A., Dayanandan, Selvadurai, Decuyper, Mathieu, Dee, Laura E., Del Aguila Pasquel, Jhon, Derroire, Géraldine, Djuikouo, Marie Noel Kamdem, van Do, Tran, Dolezal, Jiri, Đorđevic, Ilija, Engel, Julien, Fayle, Tom M., Feldpausch, Ted R., Fridman, Jonas K., Harris, David J., Hemp, Andreas, Hengeveld, Geerten, Herault, Bruno, Herold, Martin, Ibanez, Thomas, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Jeffery, Kathryn J., Johannsen, Vivian Kvist, Jucker, Tommaso, Kangur, Ahto, Karminov, Victor N., Kartawinata, Kuswata, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Khan, Mohammed Latif, Khare, Pramod Kumar, Kileen, Timothy J., Kim, Hyun Seok, Korjus, Henn, Kumar, Amit, Kumar, Ashwani, Laarmann, Diana, Labrière, Nicolas, Lang, Mait, Lewis, Simon L., Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marshall, Andrew R., Martynenko, Olga V., Monteagudo Mendoza, Abel L., Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pallqui Camacho, Nadir C., Paquette, Alain, Park, Minjee, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Petronelli, Pascal, Pfautsch, Sebastian, Phillips, Oliver L., Picard, Nicolas, Piotto, Daniel, Poorter, Lourens, Poulsen, John R., Pretzsch, Hans, Ramírez-Angulo, Hirma, Correa, Zorayda Restrepo, Rodeghiero, Mirco, Del Pilar Rojas Gonzáles, Rocío, Rolim, Samir G., Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Šebeň, Vladimír, Silveira, Marcos, Slik, Ferry, Sonké, Bonaventure, Souza, Alexandre F., Stereńczak, Krzysztof Jan, Svoboda, Miroslav, Taedoumg, Hermann, Tchebakova, Nadja, Terborgh, John, Tikhonova, Elena, Torres-Lezama, Armando, van der Plas, Fons, Vásquez, Rodolfo, Viana, Helder, Vibrans, Alexander C., Vilanova, Emilio, Vos, Vincent A., Wang, Hua Feng, Westerlund, Bertil, White, Lee J.T., Wiser, Susan K., Zawiła-Niedźwiecki, Tomasz, Zemagho, Lise, Zhu, Zhi Xin, Zo-Bi, Irié C., and Liang, Jingjing
Abstract: One of the most fundamental questions in ecology is how many species inhabit the Earth. However, due to massive logistical and financial challenges and taxonomic difficulties connected to the species concept definition, the global numbers of species, including those of important and well-studied life forms such as trees, still remain largely unknown. Here, based on global ground-sourced data, we estimate the total tree species richness at global, continental, and biome levels. Our results indicate that there are ∼73,000 tree species globally, among which ∼9,000 tree species are yet to be discovered. Roughly 40% of undiscovered tree species are in South America. Moreover, almost one-third of all tree species to be discovered may be rare, with very low populations and limited spatial distribution (likely in remote tropical lowlands and mountains). These findings highlight the vulnerability of global forest biodiversity to anthropogenic changes in land use and climate, which disproportionately threaten rare species and thus, global tree richness.
Published: 2022

9. The number of tree species on Earth

Author: Cazzolla Gatti, Roberto, Reich, Peter B., Gamarra, Javier G.P., Crowther, Tom, Hui, Cang, Morera, Albert, Bastin, Jean Francois, de-Miguel, Sergio, Nabuurs, Gert Jan, Svenning, Jens Christian, Serra-Diaz, Josep M., Merow, Cory, Enquist, Brian, Kamenetsky, Maria, Lee, Junho, Zhu, Jun, Fang, Jinyun, Jacobs, Douglass F., Pijanowski, Bryan, Banerjee, Arindam, Giaquinto, Robert A., Alberti, Giorgio, Almeyda Zambrano, Angelica Maria, Alvarez-Davila, Esteban, Araujo-Murakami, Alejandro, Avitabile, Valerio, Aymard, Gerardo A., Balazy, Radomir, Baraloto, Chris, Barroso, Jorcely G., Bastian, Meredith L., Birnbaum, Philippe, Bitariho, Robert, Bogaert, Jan, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brearley, Francis Q., Broadbent, Eben North, Bussotti, Filippo, Castro da Silva, Wendeson, César, Ricardo Gomes, Češljar, Goran, Chama Moscoso, Víctor, Chen, Han Y.H., Cienciala, Emil, Clark, Connie J., Coomes, David A., Dayanandan, Selvadurai, Decuyper, Mathieu, Dee, Laura E., Del Aguila Pasquel, Jhon, Derroire, Géraldine, Djuikouo, Marie Noel Kamdem, Van Do, Tran, Dolezal, Jiri, Đorđević, Ilija, Engel, Julien, Fayle, Tom M., Feldpausch, Ted R., Fridman, Jonas K., Harris, David J., Hemp, Andreas, Hengeveld, Geerten, Herault, Bruno, Herold, Martin, Ibanez, Thomas, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Jeffery, Kathryn J., Johannsen, Vivian Kvist, Jucker, Tommaso, Kangur, Ahto, Karminov, Victor N., Kartawinata, Kuswata, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Khan, Mohammed Latif, Khare, Pramod Kumar, Kileen, Timothy J., Kim, Hyun Seok, Korjus, Henn, Kumar, Amit, Kumar, Ashwani, Laarmann, Diana, Labrière, Nicolas, Lang, Mait, Lewis, Simon L., Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marshall, Andrew R., Martynenko, Olga V., Monteagudo Mendoza, Abel L., Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pallqui Camacho, Nadir C., Paquette, Alain, Park, Minjee, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Petronelli, Pascal, Pfautsch, Sebastian, Phillips, Oliver L., Picard, Nicolas, Piotto, Daniel, Poorter, Lourens, Poulsen, John R., Pretzsch, Hans, Ramírez-Angulo, Hirma, Restrepo Correa, Zorayda, Rodeghiero, Mirco, Rojas Gonzáles, Rocío Del Pilar, Rolim, Samir G., Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Šebeň, Vladimír, Silveira, Marcos, Slik, Ferry, Sonké, Bonaventure, Souza, Alexandre F., Stereńczak, Krzysztof Jan, Svoboda, Miroslav, Taedoumg, Hermann, Tchebakova, Nadja, Terborgh, John, Tikhonova, Elena, Torres-Lezama, Armando, van der Plas, Fons, Vásquez, Rodolfo, Viana, Helder, Vibrans, Alexander C., Vilanova, Emilio, Vos, Vincent A., Wang, Hua Feng, Westerlund, Bertil, White, Lee J.T., Wiser, Susan K., Zawiła-Niedźwiecki, Tomasz, Zemagho, Lise, Zhu, Zhi Xin, Zo-Bi, Irié C., Liang, Jingjing, Cazzolla Gatti, Roberto, Reich, Peter B., Gamarra, Javier G.P., Crowther, Tom, Hui, Cang, Morera, Albert, Bastin, Jean Francois, de-Miguel, Sergio, Nabuurs, Gert Jan, Svenning, Jens Christian, Serra-Diaz, Josep M., Merow, Cory, Enquist, Brian, Kamenetsky, Maria, Lee, Junho, Zhu, Jun, Fang, Jinyun, Jacobs, Douglass F., Pijanowski, Bryan, Banerjee, Arindam, Giaquinto, Robert A., Alberti, Giorgio, Almeyda Zambrano, Angelica Maria, Alvarez-Davila, Esteban, Araujo-Murakami, Alejandro, Avitabile, Valerio, Aymard, Gerardo A., Balazy, Radomir, Baraloto, Chris, Barroso, Jorcely G., Bastian, Meredith L., Birnbaum, Philippe, Bitariho, Robert, Bogaert, Jan, Bongers, Frans, Bouriaud, Olivier, Brancalion, Pedro H.S., Brearley, Francis Q., Broadbent, Eben North, Bussotti, Filippo, Castro da Silva, Wendeson, César, Ricardo Gomes, Češljar, Goran, Chama Moscoso, Víctor, Chen, Han Y.H., Cienciala, Emil, Clark, Connie J., Coomes, David A., Dayanandan, Selvadurai, Decuyper, Mathieu, Dee, Laura E., Del Aguila Pasquel, Jhon, Derroire, Géraldine, Djuikouo, Marie Noel Kamdem, Van Do, Tran, Dolezal, Jiri, Đorđević, Ilija, Engel, Julien, Fayle, Tom M., Feldpausch, Ted R., Fridman, Jonas K., Harris, David J., Hemp, Andreas, Hengeveld, Geerten, Herault, Bruno, Herold, Martin, Ibanez, Thomas, Jagodzinski, Andrzej M., Jaroszewicz, Bogdan, Jeffery, Kathryn J., Johannsen, Vivian Kvist, Jucker, Tommaso, Kangur, Ahto, Karminov, Victor N., Kartawinata, Kuswata, Kennard, Deborah K., Kepfer-Rojas, Sebastian, Keppel, Gunnar, Khan, Mohammed Latif, Khare, Pramod Kumar, Kileen, Timothy J., Kim, Hyun Seok, Korjus, Henn, Kumar, Amit, Kumar, Ashwani, Laarmann, Diana, Labrière, Nicolas, Lang, Mait, Lewis, Simon L., Lukina, Natalia, Maitner, Brian S., Malhi, Yadvinder, Marshall, Andrew R., Martynenko, Olga V., Monteagudo Mendoza, Abel L., Ontikov, Petr V., Ortiz-Malavasi, Edgar, Pallqui Camacho, Nadir C., Paquette, Alain, Park, Minjee, Parthasarathy, Narayanaswamy, Peri, Pablo Luis, Petronelli, Pascal, Pfautsch, Sebastian, Phillips, Oliver L., Picard, Nicolas, Piotto, Daniel, Poorter, Lourens, Poulsen, John R., Pretzsch, Hans, Ramírez-Angulo, Hirma, Restrepo Correa, Zorayda, Rodeghiero, Mirco, Rojas Gonzáles, Rocío Del Pilar, Rolim, Samir G., Rovero, Francesco, Rutishauser, Ervan, Saikia, Purabi, Salas-Eljatib, Christian, Schepaschenko, Dmitry, Scherer-Lorenzen, Michael, Šebeň, Vladimír, Silveira, Marcos, Slik, Ferry, Sonké, Bonaventure, Souza, Alexandre F., Stereńczak, Krzysztof Jan, Svoboda, Miroslav, Taedoumg, Hermann, Tchebakova, Nadja, Terborgh, John, Tikhonova, Elena, Torres-Lezama, Armando, van der Plas, Fons, Vásquez, Rodolfo, Viana, Helder, Vibrans, Alexander C., Vilanova, Emilio, Vos, Vincent A., Wang, Hua Feng, Westerlund, Bertil, White, Lee J.T., Wiser, Susan K., Zawiła-Niedźwiecki, Tomasz, Zemagho, Lise, Zhu, Zhi Xin, Zo-Bi, Irié C., and Liang, Jingjing
Abstract: One of the most fundamental questions in ecology is how many species inhabit the Earth. However, due to massive logistical and financial challenges and taxonomic difficulties connected to the species concept definition, the global numbers of species, including those of important and well-studied life forms such as trees, still remain largely unknown. Here, based on global ground-sourced data, we estimate the total tree species richness at global, continental, and biome levels. Our results indicate that there are ∼73,000 tree species globally, among which ∼9,000 tree species are yet to be discovered. Roughly 40% of undiscovered tree species are in South America. Moreover, almost one-third of all tree species to be discovered may be rare, with very low populations and limited spatial distribution (likely in remote tropical lowlands and mountains). These findings highlight the vulnerability of global forest biodiversity to anthropogenic changes in land use and climate, which disproportionately threaten rare species and thus, global tree richness.
Published: 2022

10. The Forest Observation System, building a global reference dataset for remote sensing of forest biomass.

Author: Schepaschenko, Dmitry, Chave, Jérôme, Phillips, Oliver L, Lewis, Simon L, Davies, Stuart J, Réjou-Méchain, Maxime, Sist, Plinio, Scipal, Klaus, Perger, Christoph, Herault, Bruno, Labrière, Nicolas, Hofhansl, Florian, Affum-Baffoe, Kofi, Aleinikov, Alexei, Alonso, Alfonso, Amani, Christian, Araujo-Murakami, Alejandro, Armston, John, Arroyo, Luzmila, Ascarrunz, Nataly, Azevedo, Celso, Baker, Timothy, Bałazy, Radomir, Bedeau, Caroline, Berry, Nicholas, Bilous, Andrii M, Bilous, Svitlana Yu, Bissiengou, Pulchérie, Blanc, Lilian, Bobkova, Kapitolina S, Braslavskaya, Tatyana, Brienen, Roel, Burslem, David FRP, Condit, Richard, Cuni-Sanchez, Aida, Danilina, Dilshad, Del Castillo Torres, Dennis, Derroire, Géraldine, Descroix, Laurent, Sotta, Eleneide Doff, d'Oliveira, Marcus VN, Dresel, Christopher, Erwin, Terry, Evdokimenko, Mikhail D, Falck, Jan, Feldpausch, Ted R, Foli, Ernest G, Foster, Robin, Fritz, Steffen, Garcia-Abril, Antonio Damian, Gornov, Aleksey, Gornova, Maria, Gothard-Bassébé, Ernest, Gourlet-Fleury, Sylvie, Guedes, Marcelino, Hamer, Keith C, Susanty, Farida Herry, Higuchi, Niro, Coronado, Eurídice N Honorio, Hubau, Wannes, Hubbell, Stephen, Ilstedt, Ulrik, Ivanov, Viktor V, Kanashiro, Milton, Karlsson, Anders, Karminov, Viktor N, Killeen, Timothy, Koffi, Jean-Claude Konan, Konovalova, Maria, Kraxner, Florian, Krejza, Jan, Krisnawati, Haruni, Krivobokov, Leonid V, Kuznetsov, Mikhail A, Lakyda, Ivan, Lakyda, Petro I, Licona, Juan Carlos, Lucas, Richard M, Lukina, Natalia, Lussetti, Daniel, Malhi, Yadvinder, Manzanera, José Antonio, Marimon, Beatriz, Junior, Ben Hur Marimon, Martinez, Rodolfo Vasquez, Martynenko, Olga V, Matsala, Maksym, Matyashuk, Raisa K, Mazzei, Lucas, Memiaghe, Hervé, Mendoza, Casimiro, Mendoza, Abel Monteagudo, Moroziuk, Olga V, Mukhortova, Liudmila, Musa, Samsudin, Nazimova, Dina I, Okuda, Toshinori, Oliveira, Luis Claudio, Ontikov, Petr V, Osipov, Andrey F, Pietsch, Stephan, Playfair, Maureen, Poulsen, John, Radchenko, Vladimir G, Rodney, Kenneth, Rozak, Andes H, Ruschel, Ademir, Rutishauser, Ervan, See, Linda, Shchepashchenko, Maria, Shevchenko, Nikolay, Shvidenko, Anatoly, Silveira, Marcos, Singh, James, Sonké, Bonaventure, Souza, Cintia, Stereńczak, Krzysztof, Stonozhenko, Leonid, Sullivan, Martin JP, Szatniewska, Justyna, Taedoumg, Hermann, Ter Steege, Hans, Tikhonova, Elena, Toledo, Marisol, Trefilova, Olga V, Valbuena, Ruben, Gamarra, Luis Valenzuela, Vasiliev, Sergey, Vedrova, Estella F, Verhovets, Sergey V, Vidal, Edson, Vladimirova, Nadezhda A, Vleminckx, Jason, Vos, Vincent A, Vozmitel, Foma K, Wanek, Wolfgang, West, Thales AP, Woell, Hannsjorg, Woods, John T, Wortel, Verginia, Yamada, Toshihiro, Nur Hajar, Zamah Shari, Zo-Bi, Irié Casimir, Schepaschenko, Dmitry, Chave, Jérôme, Phillips, Oliver L, Lewis, Simon L, Davies, Stuart J, Réjou-Méchain, Maxime, Sist, Plinio, Scipal, Klaus, Perger, Christoph, Herault, Bruno, Labrière, Nicolas, Hofhansl, Florian, Affum-Baffoe, Kofi, Aleinikov, Alexei, Alonso, Alfonso, Amani, Christian, Araujo-Murakami, Alejandro, Armston, John, Arroyo, Luzmila, Ascarrunz, Nataly, Azevedo, Celso, Baker, Timothy, Bałazy, Radomir, Bedeau, Caroline, Berry, Nicholas, Bilous, Andrii M, Bilous, Svitlana Yu, Bissiengou, Pulchérie, Blanc, Lilian, Bobkova, Kapitolina S, Braslavskaya, Tatyana, Brienen, Roel, Burslem, David FRP, Condit, Richard, Cuni-Sanchez, Aida, Danilina, Dilshad, Del Castillo Torres, Dennis, Derroire, Géraldine, Descroix, Laurent, Sotta, Eleneide Doff, d'Oliveira, Marcus VN, Dresel, Christopher, Erwin, Terry, Evdokimenko, Mikhail D, Falck, Jan, Feldpausch, Ted R, Foli, Ernest G, Foster, Robin, Fritz, Steffen, Garcia-Abril, Antonio Damian, Gornov, Aleksey, Gornova, Maria, Gothard-Bassébé, Ernest, Gourlet-Fleury, Sylvie, Guedes, Marcelino, Hamer, Keith C, Susanty, Farida Herry, Higuchi, Niro, Coronado, Eurídice N Honorio, Hubau, Wannes, Hubbell, Stephen, Ilstedt, Ulrik, Ivanov, Viktor V, Kanashiro, Milton, Karlsson, Anders, Karminov, Viktor N, Killeen, Timothy, Koffi, Jean-Claude Konan, Konovalova, Maria, Kraxner, Florian, Krejza, Jan, Krisnawati, Haruni, Krivobokov, Leonid V, Kuznetsov, Mikhail A, Lakyda, Ivan, Lakyda, Petro I, Licona, Juan Carlos, Lucas, Richard M, Lukina, Natalia, Lussetti, Daniel, Malhi, Yadvinder, Manzanera, José Antonio, Marimon, Beatriz, Junior, Ben Hur Marimon, Martinez, Rodolfo Vasquez, Martynenko, Olga V, Matsala, Maksym, Matyashuk, Raisa K, Mazzei, Lucas, Memiaghe, Hervé, Mendoza, Casimiro, Mendoza, Abel Monteagudo, Moroziuk, Olga V, Mukhortova, Liudmila, Musa, Samsudin, Nazimova, Dina I, Okuda, Toshinori, Oliveira, Luis Claudio, Ontikov, Petr V, Osipov, Andrey F, Pietsch, Stephan, Playfair, Maureen, Poulsen, John, Radchenko, Vladimir G, Rodney, Kenneth, Rozak, Andes H, Ruschel, Ademir, Rutishauser, Ervan, See, Linda, Shchepashchenko, Maria, Shevchenko, Nikolay, Shvidenko, Anatoly, Silveira, Marcos, Singh, James, Sonké, Bonaventure, Souza, Cintia, Stereńczak, Krzysztof, Stonozhenko, Leonid, Sullivan, Martin JP, Szatniewska, Justyna, Taedoumg, Hermann, Ter Steege, Hans, Tikhonova, Elena, Toledo, Marisol, Trefilova, Olga V, Valbuena, Ruben, Gamarra, Luis Valenzuela, Vasiliev, Sergey, Vedrova, Estella F, Verhovets, Sergey V, Vidal, Edson, Vladimirova, Nadezhda A, Vleminckx, Jason, Vos, Vincent A, Vozmitel, Foma K, Wanek, Wolfgang, West, Thales AP, Woell, Hannsjorg, Woods, John T, Wortel, Verginia, Yamada, Toshihiro, Nur Hajar, Zamah Shari, and Zo-Bi, Irié Casimir
Abstract: Forest biomass is an essential indicator for monitoring the Earth's ecosystems and climate. It is a critical input to greenhouse gas accounting, estimation of carbon losses and forest degradation, assessment of renewable energy potential, and for developing climate change mitigation policies such as REDD+, among others. Wall-to-wall mapping of aboveground biomass (AGB) is now possible with satellite remote sensing (RS). However, RS methods require extant, up-to-date, reliable, representative and comparable in situ data for calibration and validation. Here, we present the Forest Observation System (FOS) initiative, an international cooperation to establish and maintain a global in situ forest biomass database. AGB and canopy height estimates with their associated uncertainties are derived at a 0.25 ha scale from field measurements made in permanent research plots across the world's forests. All plot estimates are geolocated and have a size that allows for direct comparison with many RS measurements. The FOS offers the potential to improve the accuracy of RS-based biomass products while developing new synergies between the RS and ground-based ecosystem research communities.
Published: 2019

11. The Forest Observation System, building a global reference dataset for remote sensing of forest biomass.

Author: Schepaschenko, Dmitry, Chave, Jérôme, Phillips, Oliver L, Lewis, Simon L, Davies, Stuart J, Réjou-Méchain, Maxime, Sist, Plinio, Scipal, Klaus, Perger, Christoph, Herault, Bruno, Labrière, Nicolas, Hofhansl, Florian, Affum-Baffoe, Kofi, Aleinikov, Alexei, Alonso, Alfonso, Amani, Christian, Araujo-Murakami, Alejandro, Armston, John, Arroyo, Luzmila, Ascarrunz, Nataly, Azevedo, Celso, Baker, Timothy, Bałazy, Radomir, Bedeau, Caroline, Berry, Nicholas, Bilous, Andrii M, Bilous, Svitlana Yu, Bissiengou, Pulchérie, Blanc, Lilian, Bobkova, Kapitolina S, Braslavskaya, Tatyana, Brienen, Roel, Burslem, David FRP, Condit, Richard, Cuni-Sanchez, Aida, Danilina, Dilshad, Del Castillo Torres, Dennis, Derroire, Géraldine, Descroix, Laurent, Sotta, Eleneide Doff, d'Oliveira, Marcus VN, Dresel, Christopher, Erwin, Terry, Evdokimenko, Mikhail D, Falck, Jan, Feldpausch, Ted R, Foli, Ernest G, Foster, Robin, Fritz, Steffen, Garcia-Abril, Antonio Damian, Gornov, Aleksey, Gornova, Maria, Gothard-Bassébé, Ernest, Gourlet-Fleury, Sylvie, Guedes, Marcelino, Hamer, Keith C, Susanty, Farida Herry, Higuchi, Niro, Coronado, Eurídice N Honorio, Hubau, Wannes, Hubbell, Stephen, Ilstedt, Ulrik, Ivanov, Viktor V, Kanashiro, Milton, Karlsson, Anders, Karminov, Viktor N, Killeen, Timothy, Koffi, Jean-Claude Konan, Konovalova, Maria, Kraxner, Florian, Krejza, Jan, Krisnawati, Haruni, Krivobokov, Leonid V, Kuznetsov, Mikhail A, Lakyda, Ivan, Lakyda, Petro I, Licona, Juan Carlos, Lucas, Richard M, Lukina, Natalia, Lussetti, Daniel, Malhi, Yadvinder, Manzanera, José Antonio, Marimon, Beatriz, Junior, Ben Hur Marimon, Martinez, Rodolfo Vasquez, Martynenko, Olga V, Matsala, Maksym, Matyashuk, Raisa K, Mazzei, Lucas, Memiaghe, Hervé, Mendoza, Casimiro, Mendoza, Abel Monteagudo, Moroziuk, Olga V, Mukhortova, Liudmila, Musa, Samsudin, Nazimova, Dina I, Okuda, Toshinori, Oliveira, Luis Claudio, Ontikov, Petr V, Osipov, Andrey F, Pietsch, Stephan, Playfair, Maureen, Poulsen, John, Radchenko, Vladimir G, Rodney, Kenneth, Rozak, Andes H, Ruschel, Ademir, Rutishauser, Ervan, See, Linda, Shchepashchenko, Maria, Shevchenko, Nikolay, Shvidenko, Anatoly, Silveira, Marcos, Singh, James, Sonké, Bonaventure, Souza, Cintia, Stereńczak, Krzysztof, Stonozhenko, Leonid, Sullivan, Martin JP, Szatniewska, Justyna, Taedoumg, Hermann, Ter Steege, Hans, Tikhonova, Elena, Toledo, Marisol, Trefilova, Olga V, Valbuena, Ruben, Gamarra, Luis Valenzuela, Vasiliev, Sergey, Vedrova, Estella F, Verhovets, Sergey V, Vidal, Edson, Vladimirova, Nadezhda A, Vleminckx, Jason, Vos, Vincent A, Vozmitel, Foma K, Wanek, Wolfgang, West, Thales AP, Woell, Hannsjorg, Woods, John T, Wortel, Verginia, Yamada, Toshihiro, Nur Hajar, Zamah Shari, Zo-Bi, Irié Casimir, Schepaschenko, Dmitry, Chave, Jérôme, Phillips, Oliver L, Lewis, Simon L, Davies, Stuart J, Réjou-Méchain, Maxime, Sist, Plinio, Scipal, Klaus, Perger, Christoph, Herault, Bruno, Labrière, Nicolas, Hofhansl, Florian, Affum-Baffoe, Kofi, Aleinikov, Alexei, Alonso, Alfonso, Amani, Christian, Araujo-Murakami, Alejandro, Armston, John, Arroyo, Luzmila, Ascarrunz, Nataly, Azevedo, Celso, Baker, Timothy, Bałazy, Radomir, Bedeau, Caroline, Berry, Nicholas, Bilous, Andrii M, Bilous, Svitlana Yu, Bissiengou, Pulchérie, Blanc, Lilian, Bobkova, Kapitolina S, Braslavskaya, Tatyana, Brienen, Roel, Burslem, David FRP, Condit, Richard, Cuni-Sanchez, Aida, Danilina, Dilshad, Del Castillo Torres, Dennis, Derroire, Géraldine, Descroix, Laurent, Sotta, Eleneide Doff, d'Oliveira, Marcus VN, Dresel, Christopher, Erwin, Terry, Evdokimenko, Mikhail D, Falck, Jan, Feldpausch, Ted R, Foli, Ernest G, Foster, Robin, Fritz, Steffen, Garcia-Abril, Antonio Damian, Gornov, Aleksey, Gornova, Maria, Gothard-Bassébé, Ernest, Gourlet-Fleury, Sylvie, Guedes, Marcelino, Hamer, Keith C, Susanty, Farida Herry, Higuchi, Niro, Coronado, Eurídice N Honorio, Hubau, Wannes, Hubbell, Stephen, Ilstedt, Ulrik, Ivanov, Viktor V, Kanashiro, Milton, Karlsson, Anders, Karminov, Viktor N, Killeen, Timothy, Koffi, Jean-Claude Konan, Konovalova, Maria, Kraxner, Florian, Krejza, Jan, Krisnawati, Haruni, Krivobokov, Leonid V, Kuznetsov, Mikhail A, Lakyda, Ivan, Lakyda, Petro I, Licona, Juan Carlos, Lucas, Richard M, Lukina, Natalia, Lussetti, Daniel, Malhi, Yadvinder, Manzanera, José Antonio, Marimon, Beatriz, Junior, Ben Hur Marimon, Martinez, Rodolfo Vasquez, Martynenko, Olga V, Matsala, Maksym, Matyashuk, Raisa K, Mazzei, Lucas, Memiaghe, Hervé, Mendoza, Casimiro, Mendoza, Abel Monteagudo, Moroziuk, Olga V, Mukhortova, Liudmila, Musa, Samsudin, Nazimova, Dina I, Okuda, Toshinori, Oliveira, Luis Claudio, Ontikov, Petr V, Osipov, Andrey F, Pietsch, Stephan, Playfair, Maureen, Poulsen, John, Radchenko, Vladimir G, Rodney, Kenneth, Rozak, Andes H, Ruschel, Ademir, Rutishauser, Ervan, See, Linda, Shchepashchenko, Maria, Shevchenko, Nikolay, Shvidenko, Anatoly, Silveira, Marcos, Singh, James, Sonké, Bonaventure, Souza, Cintia, Stereńczak, Krzysztof, Stonozhenko, Leonid, Sullivan, Martin JP, Szatniewska, Justyna, Taedoumg, Hermann, Ter Steege, Hans, Tikhonova, Elena, Toledo, Marisol, Trefilova, Olga V, Valbuena, Ruben, Gamarra, Luis Valenzuela, Vasiliev, Sergey, Vedrova, Estella F, Verhovets, Sergey V, Vidal, Edson, Vladimirova, Nadezhda A, Vleminckx, Jason, Vos, Vincent A, Vozmitel, Foma K, Wanek, Wolfgang, West, Thales AP, Woell, Hannsjorg, Woods, John T, Wortel, Verginia, Yamada, Toshihiro, Nur Hajar, Zamah Shari, and Zo-Bi, Irié Casimir
Abstract: Forest biomass is an essential indicator for monitoring the Earth's ecosystems and climate. It is a critical input to greenhouse gas accounting, estimation of carbon losses and forest degradation, assessment of renewable energy potential, and for developing climate change mitigation policies such as REDD+, among others. Wall-to-wall mapping of aboveground biomass (AGB) is now possible with satellite remote sensing (RS). However, RS methods require extant, up-to-date, reliable, representative and comparable in situ data for calibration and validation. Here, we present the Forest Observation System (FOS) initiative, an international cooperation to establish and maintain a global in situ forest biomass database. AGB and canopy height estimates with their associated uncertainties are derived at a 0.25 ha scale from field measurements made in permanent research plots across the world's forests. All plot estimates are geolocated and have a size that allows for direct comparison with many RS measurements. The FOS offers the potential to improve the accuracy of RS-based biomass products while developing new synergies between the RS and ground-based ecosystem research communities.
Published: 2019

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1. Dominance and rarity in tree communities across the globe: Patterns, predictors and threats

2. The global biogeography of tree leaf form and habit

3. Integrated global assessment of the natural forest carbon potential

4. Evenness mediates the global relationship between forest productivity and richness

5. The number of tree species on Earth

6. The number of tree species on Earth

7. The number of tree species on Earth

8. The number of tree species on Earth

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10. The Forest Observation System, building a global reference dataset for remote sensing of forest biomass.

11. The Forest Observation System, building a global reference dataset for remote sensing of forest biomass.

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