Universidad Autónoma del Estado de Hidalgo, Pachuca, Mexico.
Institute of Ecology and Botany, Vacratot, Hungary.
University of Texas at Austin, Austin, United States; Rocky Mountain Research Station, Missoula, United States.
Malta College of Arts, Paola, Malta.
Poznan University of Life Sciences, Poznan, Poland.
University of Göttingen, Gottingen, Germany.
Smithsonian Tropical Research Institute, Washington, D.C., United States.
Nottingham Trent University, Nottingham, United Kingdom.
University of Melbourne, Melbourne, Australia.
Pontifícia Universidade Católica do Rio Grande do Sul, Porto Alegre, Brazil.
Michigan State University, East Lansing, United States.
Universidade Federal do Ceará, Fortaleza, Brazil.
Pontifícia Universidade Católica do Rio Grande do Sul, Porto Alegre, Brazil.
Swedish University of Agricultural Sciences, Uppsala, Sweden.
University of Washington, Seattle, United States.
Montana State University, Bozeman, United States.
Universidade Federal de Goiás, Goiania, Brazil.
Universidad Tecnológica de Mineral de la Reforma, Pachuca, Mexico.
University of California, Santa Cruz, United States.
University of California Cooperative Extension, Novato, United States.
University Péléforo Gon Coulibaly de Korhogo, Korhogo, Cote d'Ivoire.
Fenner School of Environment and Society, Canberra, Australia.
Santa Barbara Botanic Garden, Santa Barbara, United States.
CNRS, Paris, France.
University of Delaware, Newark, United States.
Universidad Nacional Autónoma de México, Morelia, Mexico.
Technische Universität München, Munich, Germany.
University College Cork, Cork, Ireland; University College Cork, Cork, Ireland.
Universidad de San Carlos de, Antigua Guatemala, Guatemala.
University of Kaiserslautern-Landau (RPTU), Landau, Germany.
Universidad de San Carlos de, Antigua Guatemala, Guatemala.
Pontifícia Universidade Católica do Rio Grande do Sul, Porto Alegre, Brazil.
York University, Toronto, Canada.
University of Ottawa, Ottawa, Canada.
Université Laval, Quebec, Canada.
University of Sussex, Brighton, United Kingdom.
Universidade Federal do Ceará, Fortaleza, Brazil.
University of Wisconsin, Madison, United States.
IMBE, Marseille, France; UMR 6553 ECOBIO, Rennes, France.
ETH Zurich, Zurich, Switzerland.
University of California, Davis, United States; University of Michigan, Ann Arbor, United States.
CSIC, Cordoba, Spain.
Universidade Federal de Goiás, Goiania, Brazil; Universidade de São Paulo, Sao Paulo, Brazil.
Pennsylvania State University, University Park, United States.
University of Wisconsin, Madison, United States.
Swiss Federal Research Institute WSL, Birmensdorf, Switzerland.
Wildlife Conservation Society—WCS Colombia, Cali, Colombia.
Western Sydney University, Penrith, Australia.
University of Plymouth, Plymouth, United Kingdom.
University of Göttingen, Gottingen, Germany.
Division Territory and Environment, Neuchatel, Switzerland.
KU Leuven, Leuven, Belgium.
Universidade Federal de Viçosa, Vicosa, Brazil; Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil.
Biozentrum Der Universität Würzburg, Wurzburg, Germany.
Biozentrum Der Universität Würzburg, Wurzburg, Germany; Stiftung Kulturlandschaft Günztal, Ottobeuren, Germany.
University of Oklahoma, Norman, United States.
Stockholm University, Stockholm, Sweden.
Universitat Politècnica de Catalunya, Barcelona, Spain.
Oakland University, Rochester, United States.
University of Giessen, Giessen, Germany.
Atlantic Food and Horticulture Research Centre, Kentville, Canada.
University of Texas at Austin, Austin, United States.
Halmstad University, School of Business, Innovation and Sustainability. University of Göttingen, Göttingen, Germany; Lund University, Lund, Sweden.
Wageningen University and Research Centre, Wageningen, Netherlands.
University of Freiburg, Freiburg im Breisgau, Germany.
Institute of Ecology and Botany, Vacratot, Hungary.
Biozentrum Der Universität Würzburg, Wurzburg, Germany.
University of Kiel, Kiel, Germany.
Universidad de San Carlos de Guatemala, Antigua Guatemala, Guatemala; Martin-Luther-Universität Halle-Wittenberg, Halle, Germany.
University of Sydney, Sydney, Australia.
California Academy of Sciences, San Francisco, United States.
USDA Forest Service, Washington, D.C., United States.
China Agricultural University, Beijing, China.
Universidade Federal dos Vales do Jequitinhonha E Mucuri, Diamantina, Brazil; Pontificia Universidad Católica de Valparaíso, Valparaiso, Chile.
University of Missouri, Columbia, United States; California Department of Pesticide Regulation, Sacramento, United States.
University of Florida, Gainesville, United States.
Hebrew University of Jerusalem, Jerusalem, Israel.
Universidade Federal de Goiás, Goiania, Brazil.
Miami University, Oxford, United States.
Université Laval, Quebec, Canada.
Honghe University, Mengzi, China.
Universidade de São Paulo, Sao Paulo, Brazil.
Universidade de São Paulo, Sao Paulo, Brazil.
INIBIOMA, Bariloche, Argentina.
Pollinator Partnership, San Francisco, United States.
Universitat Politècnica De Catalunya, Barcelona, Spain; Bishop's University, Sherbrooke, Canada.
University Of Novi Sad, Novi Sad, Serbia.
Chulalongkorn University, Bangkok, Thailand.
Chulalongkorn University, Bangkok, Thailand.
University of Embu, Embu, Kenya.
Cornell University, Ithaca, United States; Xerces Society for Invertebrate Conservation, Portland, United States.
University of California, Santa Cruz, United States.
Hebrew University of Jerusalem, Jerusalem, Israel; Tel Aviv University, Tel Aviv-Yafo, Israel.
University of California, Santa Cruz, United States.
University of Reading, Reading, United Kingdom.
Trinity College Dublin, Dublin, Ireland.
University of The Sunshine Coast, Sippy Downs, Australia; Curtin University, Perth, Australia.
University of California, Santa Cruz, United States.
Universidade de Brasília, Brasilia, Brazil.
Universidade Federal dos Vales do Jequitinhonha E Mucuri, Diamantina, Brazil.
University of Queensland, Brisbane, Australia.
Brock University, St. Catharines, Canada.
University of Reading, Reading, United Kingdom; Université Libre de Bruxelles, Brussels, Belgium.
CONICET, Buenos Aires, Argentina.
Lund University, Lund, Sweden.
Department of Environmental Science, Policy and Management, Berkeley, United States.
Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico.
Universidade de São Paulo, Sao Paulo, Brazil.
Wageningen University and Research Centre, Wageningen, Netherlands.
The Organic Center, Washington, D.C., United States.
Stanford University, Stanford, United States.
Kansas State University, Manhattan, United States.
Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany.
Biozentrum Der Universität Würzburg, Wurzburg, Germany.
Eberswalde University for Sustainable Development, Eberswalde, Germany.
Faculty of Science, Bangkok, Thailand.
Trinity College Dublin, Dublin, Ireland.
Forestry and Forest Products Research Institute, Tsukuba, Japan.
King Mongkut's University of Technology Thonburi, Bangkok, Thailand.
Macquarie University, Sydney, Australia.
Universidade Federal de Goiás, Goiania, Brazil.
University of Göttingen, Gottingen, Germany.
Rutgers University, New Brunswick, United States; Ohio State University, Columbus, United States.
University of Texas at Austin, Austin, United States.
El Colegio de la Frontera Sur, San Cristobal de las Casas, Mexico.
Universidad de las Américas Puebla, Cholula, Mexico.
Universidade Federal da Bahia, Salvador, Brazil.
El Colegio de la Frontera Sur, San Cristobal de las Casas, Mexico.
Chulalongkorn University, Bangkok, Thailand.
University of Missouri, Columbia, United States.
University of Göttingen, Gottingen, Germany.
University of Reading, Reading, United Kingdom.
University of California, Davis, United States.
University of Melbourne, Melbourne, Australia.
Oakland University, Rochester, United States; Department of Entomology, Lexington, United States.
China Agricultural University, Beijing, China; Inner Mongolia University, Hohhot, China.
North Carolina State University, Raleigh, United States.
Xi'an Jiaotong-Liverpool University, Suzhou, China.
University of Oregon, Eugene, United States.
University of Hong Kong, Hong Kong, Hong Kong.
The data and R-scripts supporting the findings of the study are openly available in Zenodo at https://doi.org/10.5281/zenodo.14302883 and on GitHub at https://github.com/tpaknok/BeeLandUse. Climate data from CHELSA v1.2 are available at https://doi.org/10.16904/envidat.228.v2.1. The PREDICTS database is available at https://doi.org/10.5519/0066354.