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CropPol : a dynamic, open and global database on crop pollination

(2022) ECOLOGY. 103(3).
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Abstract
Seventy five percent of the world's food crops benefit from insect pollination. Hence, there has been increased interest in how global change drivers impact this critical ecosystem service. Because standardized data on crop pollination are rarely available, we are limited in our capacity to understand the variation in pollination benefits to crop yield, as well as to anticipate changes in this service, develop predictions, and inform management actions. Here, we present CropPol, a dynamic, open, and global database on crop pollination. It contains measurements recorded from 202 crop studies, covering 3,394 field observations, 2,552 yield measurements (i.e., berry mass, number of fruits, and fruit density [kg/ha], among others), and 47,752 insect records from 48 commercial crops distributed around the globe. CropPol comprises 32 of the 87 leading global crops and commodities that are pollinator dependent. Malus domestica is the most represented crop (32 studies), followed by Brassica napus (22 studies), Vaccinium corymbosum (13 studies), and Citrullus lanatus (12 studies). The most abundant pollinator guilds recorded are honey bees (34.22% counts), bumblebees (19.19%), flies other than Syrphidae and Bombyliidae (13.18%), other wild bees (13.13%), beetles (10.97%), Syrphidae (4.87%), and Bombyliidae (0.05%). Locations comprise 34 countries distributed among Europe (76 studies), North America (60), Latin America and the Caribbean (29), Asia (20), Oceania (10), and Africa (7). Sampling spans three decades and is concentrated on 2001-2005 (21 studies), 2006-2010 (40), 2011-2015 (88), and 2016-2020 (50). This is the most comprehensive open global data set on measurements of crop flower visitors, crop pollinators and pollination to date, and we encourage researchers to add more datasets to this database in the future. This data set is released for non-commercial use only. Credits should be given to this paper (i.e., proper citation), and the products generated with this database should be shared under the same license terms (CC BY-NC-SA).
Keywords
agricultural management, bees, crop production, flower visiting insects, pollination, pollinator biodiversity

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MLA
Allen-Perkins, Alfonso, et al. “CropPol : A Dynamic, Open and Global Database on Crop Pollination.” ECOLOGY, vol. 103, no. 3, 2022, doi:10.1002/ecy.3614.
APA
Allen-Perkins, A., Magrach, A., Dainese, M., Garibaldi, L. A., Kleijn, D., Rader, R., … Bartomeus, I. (2022). CropPol : a dynamic, open and global database on crop pollination. ECOLOGY, 103(3). https://doi.org/10.1002/ecy.3614
Chicago author-date
Allen-Perkins, Alfonso, Ainhoa Magrach, Matteo Dainese, Lucas A. Garibaldi, David Kleijn, Romina Rader, James R. Reilly, et al. 2022. “CropPol : A Dynamic, Open and Global Database on Crop Pollination.” ECOLOGY 103 (3). https://doi.org/10.1002/ecy.3614.
Chicago author-date (all authors)
Allen-Perkins, Alfonso, Ainhoa Magrach, Matteo Dainese, Lucas A. Garibaldi, David Kleijn, Romina Rader, James R. Reilly, Rachael Winfree, Ola Lundin, Carley M. McGrady, Claire Brittain, David J. Biddinger, Derek R. Artz, Elizabeth Elle, George Hoffman, James D. Ellis, Jaret Daniels, Jason Gibbs, Joshua W. Campbell, Julia Brokaw, Julianna K. Wilson, Keith Mason, Kimiora L. Ward, Knute B. Gundersen, Kyle Bobiwash, Larry Gut, Logan M. Rowe, Natalie K. Boyle, Neal M. Williams, Neelendra K. Joshi, Nikki Rothwell, Robert L. Gillespie, Rufus Isaacs, Shelby J. Fleischer, Stephen S. Peterson, Sujaya Rao, Theresa L. Pitts-Singer, Thijs Fijen, Virginie Boreux, Maj Rundlof, Blandina Felipe Viana, Alexandra-Maria Klein, Henrik G. Smith, Riccardo Bommarco, Luisa G. Carvalheiro, Taylor H. Ricketts, Jaboury Ghazoul, Smitha Krishnan, Faye E. Benjamin, Joao Loureiro, Silvia Castro, Nigel E. Raine, Gerard Arjen de Groot, Finbarr G. Horgan, Juliana Hipolito, Guy Smagghe, Ivan Meeus, Maxime Eeraerts, Simon G. Potts, Claire Kremen, Daniel Garcia, Marcos Minarro, David W. Crowder, Gideon Pisanty, Yael Mandelik, Nicolas J. Vereecken, Nicolas Leclercq, Timothy Weekers, Sandra A. M. Lindstrom, Dara A. Stanley, Carlos Zaragoza-Trello, Charlie C. Nicholson, Jeroen Scheper, Carlos Rad, Evan A. N. Marks, Lucie Mota, Bryan Danforth, Mia Park, Antonio Diego M. Bezerra, Breno M. Freitas, Rachel E. Mallinger, Fabiana Oliveira da Silva, Bryony Willcox, Davi L. Ramos, Felipe D. da Silva e Silva, Amparo Lazaro, David Alomar, Miguel A. Gonzalez-Estevez, Hisatomo Taki, Daniel P. Cariveau, Michael P. D. Garratt, Diego N. Nabaes Jodar, Rebecca I. A. Stewart, Daniel Alejandro Ariza Pacheco, Matti Pisman, Elinor M. Lichtenberg, Christof Schueepp, Felix Herzog, Martin H. Entling, Yoko L. Dupont, Charles D. Michener, Gretchen C. Daily, Paul R. Ehrlich, Katherine L. W. Burns, Montserrat Vila, Andrew Robson, Brad Howlett, Leah Blechschmidt, Frank Jauker, Franziska Schwarzbach, Maike Nesper, Tim Diekoetter, Volkmar Wolters, Helena Castro, Hugo Gaspar, Brian A. Nault, Isabelle Badenhausser, Jessica D. Petersen, Teja Tscharntke, Vincent Bretagnolle, D. Susan Willis Chan, Natacha Chacoff, Georg K. S. Andersson, Shalene Jha, Jonathan F. Colville, Ruan Veldtman, Jeferson Coutinho, Felix J. J. A. Bianchi, Louis Sutter, Matthias Albrecht, Philippe Jeanneret, Yi Zou, Anne L. Averill, Agustin Saez, Amber R. Sciligo, Carlos H. Vergara, Elias H. Bloom, Elisabeth Oeller, Ernesto I. Badano, Gregory M. Loeb, Heather Grab, Johan Ekroos, Vesna Gagic, Saul A. Cunningham, Jens Astrom, Pablo Cavigliasso, Alejandro Trillo, Alice Classen, Alice L. Mauchline, Ana Montero-Castano, Andrew Wilby, Ben A. Woodcock, C. Sheena Sidhu, Ingolf Steffan-Dewenter, Ioannis N. Vogiatzakis, Jose M. Herrera, Mark Otieno, Mary W. Gikungu, Sarah J. Cusser, Thomas Nauss, Lovisa Nilsson, Jessica Knapp, Jorge J. Ortega-Marcos, Jose A. Gonzalez, Juliet L. Osborne, Rosalind Blanche, Rosalind F. Shaw, Violeta Hevia, Jane Stout, Anthony D. Arthur, Betina Blochtein, Hajnalka Szentgyorgyi, Jin Li, Margaret M. Mayfield, Michal Woyciechowski, Patricia Nunes-Silva, Rosana Halinski de Oliveira, Steve Henry, Benno I. Simmons, Bo Dalsgaard, Katrine Hansen, Tuanjit Sritongchuay, Alison D. O’Reilly, Fermin Jose Chamorro Garcia, Guiomar Nates Parra, Camila Magalhaes Pigozo, and Ignasi Bartomeus. 2022. “CropPol : A Dynamic, Open and Global Database on Crop Pollination.” ECOLOGY 103 (3). doi:10.1002/ecy.3614.
Vancouver
1.
Allen-Perkins A, Magrach A, Dainese M, Garibaldi LA, Kleijn D, Rader R, et al. CropPol : a dynamic, open and global database on crop pollination. ECOLOGY. 2022;103(3).
IEEE
[1]
A. Allen-Perkins et al., “CropPol : a dynamic, open and global database on crop pollination,” ECOLOGY, vol. 103, no. 3, 2022.
@article{01GQ8BW62Q89DD0NPGVQ5EM0NC,
  abstract     = {{Seventy five percent of the world's food crops benefit from insect pollination. Hence, there has been increased interest in how global change drivers impact this critical ecosystem service. Because standardized data on crop pollination are rarely available, we are limited in our capacity to understand the variation in pollination benefits to crop yield, as well as to anticipate changes in this service, develop predictions, and inform management actions. Here, we present CropPol, a dynamic, open, and global database on crop pollination. It contains measurements recorded from 202 crop studies, covering 3,394 field observations, 2,552 yield measurements (i.e., berry mass, number of fruits, and fruit density [kg/ha], among others), and 47,752 insect records from 48 commercial crops distributed around the globe. CropPol comprises 32 of the 87 leading global crops and commodities that are pollinator dependent. Malus domestica is the most represented crop (32 studies), followed by Brassica napus (22 studies), Vaccinium corymbosum (13 studies), and Citrullus lanatus (12 studies). The most abundant pollinator guilds recorded are honey bees (34.22% counts), bumblebees (19.19%), flies other than Syrphidae and Bombyliidae (13.18%), other wild bees (13.13%), beetles (10.97%), Syrphidae (4.87%), and Bombyliidae (0.05%). Locations comprise 34 countries distributed among Europe (76 studies), North America (60), Latin America and the Caribbean (29), Asia (20), Oceania (10), and Africa (7). Sampling spans three decades and is concentrated on 2001-2005 (21 studies), 2006-2010 (40), 2011-2015 (88), and 2016-2020 (50). This is the most comprehensive open global data set on measurements of crop flower visitors, crop pollinators and pollination to date, and we encourage researchers to add more datasets to this database in the future. This data set is released for non-commercial use only. Credits should be given to this paper (i.e., proper citation), and the products generated with this database should be shared under the same license terms (CC BY-NC-SA).}},
  articleno    = {{e3614}},
  author       = {{Allen-Perkins, Alfonso and  Magrach, Ainhoa and  Dainese, Matteo and  Garibaldi, Lucas A. and  Kleijn, David and  Rader, Romina and  Reilly, James R. and  Winfree, Rachael and  Lundin, Ola and  McGrady, Carley M. and  Brittain, Claire and  Biddinger, David J. and  Artz, Derek R. and  Elle, Elizabeth and  Hoffman, George and  Ellis, James D. and  Daniels, Jaret and  Gibbs, Jason and  Campbell, Joshua W. and  Brokaw, Julia and  Wilson, Julianna K. and  Mason, Keith and  Ward, Kimiora L. and  Gundersen, Knute B. and  Bobiwash, Kyle and  Gut, Larry and  Rowe, Logan M. and  Boyle, Natalie K. and  Williams, Neal M. and  Joshi, Neelendra K. and  Rothwell, Nikki and  Gillespie, Robert L. and  Isaacs, Rufus and  Fleischer, Shelby J. and  Peterson, Stephen S. and  Rao, Sujaya and  Pitts-Singer, Theresa L. and  Fijen, Thijs and  Boreux, Virginie and  Rundlof, Maj and  Viana, Blandina Felipe and  Klein, Alexandra-Maria and  Smith, Henrik G. and  Bommarco, Riccardo and  Carvalheiro, Luisa G. and  Ricketts, Taylor H. and  Ghazoul, Jaboury and  Krishnan, Smitha and  Benjamin, Faye E. and  Loureiro, Joao and  Castro, Silvia and  Raine, Nigel E. and  de Groot, Gerard Arjen and  Horgan, Finbarr G. and  Hipolito, Juliana and Smagghe, Guy and Meeus, Ivan and Eeraerts, Maxime and  Potts, Simon G. and  Kremen, Claire and  Garcia, Daniel and  Minarro, Marcos and  Crowder, David W. and  Pisanty, Gideon and  Mandelik, Yael and  Vereecken, Nicolas J. and  Leclercq, Nicolas and  Weekers, Timothy and  Lindstrom, Sandra A. M. and  Stanley, Dara A. and  Zaragoza-Trello, Carlos and  Nicholson, Charlie C. and  Scheper, Jeroen and  Rad, Carlos and  Marks, Evan A. N. and  Mota, Lucie and  Danforth, Bryan and  Park, Mia and  Bezerra, Antonio Diego M. and  Freitas, Breno M. and  Mallinger, Rachel E. and  Oliveira da Silva, Fabiana and  Willcox, Bryony and  Ramos, Davi L. and  da Silva e Silva, Felipe D. and  Lazaro, Amparo and  Alomar, David and  Gonzalez-Estevez, Miguel A. and  Taki, Hisatomo and  Cariveau, Daniel P. and  Garratt, Michael P. D. and  Nabaes Jodar, Diego N. and  Stewart, Rebecca I. A. and Ariza Pacheco, Daniel Alejandro and Pisman, Matti and  Lichtenberg, Elinor M. and  Schueepp, Christof and  Herzog, Felix and  Entling, Martin H. and  Dupont, Yoko L. and  Michener, Charles D. and  Daily, Gretchen C. and  Ehrlich, Paul R. and  Burns, Katherine L. W. and  Vila, Montserrat and  Robson, Andrew and  Howlett, Brad and  Blechschmidt, Leah and  Jauker, Frank and  Schwarzbach, Franziska and  Nesper, Maike and  Diekoetter, Tim and  Wolters, Volkmar and  Castro, Helena and  Gaspar, Hugo and  Nault, Brian A. and  Badenhausser, Isabelle and  Petersen, Jessica D. and  Tscharntke, Teja and  Bretagnolle, Vincent and  Willis Chan, D. Susan and  Chacoff, Natacha and  Andersson, Georg K. S. and  Jha, Shalene and  Colville, Jonathan F. and  Veldtman, Ruan and  Coutinho, Jeferson and  Bianchi, Felix J. J. A. and  Sutter, Louis and  Albrecht, Matthias and  Jeanneret, Philippe and  Zou, Yi and  Averill, Anne L. and  Saez, Agustin and  Sciligo, Amber R. and  Vergara, Carlos H. and  Bloom, Elias H. and  Oeller, Elisabeth and  Badano, Ernesto I. and  Loeb, Gregory M. and  Grab, Heather and  Ekroos, Johan and  Gagic, Vesna and  Cunningham, Saul A. and  Astrom, Jens and  Cavigliasso, Pablo and  Trillo, Alejandro and  Classen, Alice and  Mauchline, Alice L. and  Montero-Castano, Ana and  Wilby, Andrew and  Woodcock, Ben A. and  Sidhu, C. Sheena and  Steffan-Dewenter, Ingolf and  Vogiatzakis, Ioannis N. and  Herrera, Jose M. and  Otieno, Mark and  Gikungu, Mary W. and  Cusser, Sarah J. and  Nauss, Thomas and  Nilsson, Lovisa and  Knapp, Jessica and  Ortega-Marcos, Jorge J. and  Gonzalez, Jose A. and  Osborne, Juliet L. and  Blanche, Rosalind and  Shaw, Rosalind F. and  Hevia, Violeta and  Stout, Jane and  Arthur, Anthony D. and  Blochtein, Betina and  Szentgyorgyi, Hajnalka and  Li, Jin and  Mayfield, Margaret M. and  Woyciechowski, Michal and  Nunes-Silva, Patricia and  Halinski de Oliveira, Rosana and  Henry, Steve and  Simmons, Benno I. and  Dalsgaard, Bo and  Hansen, Katrine and  Sritongchuay, Tuanjit and  O'Reilly, Alison D. and  Chamorro Garcia, Fermin Jose and  Nates Parra, Guiomar and  Magalhaes Pigozo, Camila and  Bartomeus, Ignasi}},
  issn         = {{0012-9658}},
  journal      = {{ECOLOGY}},
  keywords     = {{agricultural management,bees,crop production,flower visiting insects,pollination,pollinator biodiversity}},
  language     = {{eng}},
  number       = {{3}},
  pages        = {{8}},
  title        = {{CropPol : a dynamic, open and global database on crop pollination}},
  url          = {{http://doi.org/10.1002/ecy.3614}},
  volume       = {{103}},
  year         = {{2022}},
}

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