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15. Prioritization of sites for plant species restoration in the Chilean Biodiversity Hotspot: A spatial multi-criteria decision analysis approach

Author

Fernandez, Ignacio C and Morales, Narkis S

Subjects
Geographic information system, Geospatial analysis, business.industry, Computer science, Environmental resource management, Climate change, Multiple-criteria decision analysis, computer.software_genre, Biodiversity hotspot, Environmental niche modelling, Habitat, Threatened species, Plant species, Ecosystem, business, computer, Decision analysis
Abstract

Various initiatives to identify global priority areas for conservation have been developed over the last 20 years (e.g. Biodiversity Hotspots). However, translating this information to actionable local scales has proven to be a major task, highlighting the necessity of efforts to bridge the global-scale priority areas with local-based conservation actions. Furthermore, as these global priority areas are increasingly threatened by climate change and by the loss and alteration of their natural habitats, developing additional efforts to identify priority areas for restoration activities is becoming an urgent task. In this study we used a Spatial Multi-Criteria Decision Analysis (SMCDA) approach to help optimize the selection of sites for restoration initiatives of two endemic threatened flora species of the ″Chilean Winter Rainfall-Valdivian Forest″ Hotspot. Our approach takes advantage of freely GIS software, niche modeling tools, and available geospatial databases, in an effort to provide an affordable methodology to bridge global-scale priority areas with local actionable restoration scales. We used a set of weighting scenarios to evaluate the potential effects of short-term vs long-term planning perspective in prioritization results. The generated SMCDA was helpful for evaluating, identifying and prioritizing best suitable areas for restoration of the assessed species. The method proved to be simple, transparent, cost effective and flexible enough to be easily replicable on different ecosystems. This approach could be useful for prioritizing regional-scale areas for species restoration in Chile, as well as in other countries with restricted budgets for conservation efforts.

Published
2015
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16. The database of the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) project

Author

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

Abstract

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

Published
2017
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17. The database of the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) project

Author

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

Abstract

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

Published
2017

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

Author

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

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2016
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21. The database of the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) project

Author

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

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

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

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

Author

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

Subjects
15. Life on land

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

Author

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

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

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

Published
2017
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