The DOI matches its Crossref record; 65 of the 65 references it cites were found in a registry or an index.
Biodiversity at risk under future cropland expansion and intensification
Published version of a preprint
Abstract
Agriculture is the leading driver of biodiversity loss. However, its future impact on biodiversity remains unclear, especially because agricultural intensification is often neglected, and high path-dependency is assumed when forecasting agricultural development-although the past suggests that shock events leading to considerable agricultural change occur frequently. Here, we investigate the possible impacts on biodiversity of pathways of expansion and intensification. Our pathways are not built to reach equivalent production targets, and therefore they should not be directly compared; they instead highlight areas at risk of high biodiversity loss across the entire option space of possible agricultural change. Based on an extensive database of biodiversity responses to agriculture, we find 30% of species richness and 31% of species abundances potentially lost because of agricultural expansion across the Amazon and Afrotropics. Only 21% of high-risk expansion areas in the Afrotropics overlap with protected areas (compared with 43% of the Neotropics). Areas at risk of biodiversity loss from intensification are found in India, Eastern Europe and the Afromontane region (7% species richness, 13% abundance loss). Many high-risk regions are not adequately covered by conservation prioritization schemes, and have low national conservation spending and high agricultural growth. Considering rising agricultural demand, we highlight areas where timely land-use planning may proactively mitigate biodiversity loss.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“a comprehensive meta-analysis by Sirami et al. ( 118 ) provided evidence that agricultural landscape simplification is associated with lower multi-trophic biodiversity”
From Environmental impacts of genetically modified crops (2024) · cites this paper as [118]
Citations
Cites
High-Resolution Global Maps of 21st-Century Forest Cover Change
Hansen, M. C., Potapov, P. V., Moore, R., Hancher, M., Turubanova, S. A., Tyukavina, A., Thau, D., Stehman, S. V., Goetz, S. J., Loveland, T. R., et al. (2013) · Science · doi:10.1126/science.1244693 · Cited by 11,704
Global Biodiversity Scenarios for the Year 2100
Sala, O. E., Stuart Chapin, F., III, Armesto, J. J., Berlow, E., Bloomfield, J., Dirzo, R., Huber-Sanwald, E., Huenneke, L. F., Jackson, R. B., et al. (2000) · Science · doi:10.1126/science.287.5459.1770 · Cited by 9,280
Solutions for a cultivated planet
Foley, J. A., Ramankutty, N., Brauman, K. A., Cassidy, E. S., Gerber, J. S., Johnston, M., Mueller, N. D., O’Connell, C., Ray, D. K., West, P. C., et al. (2011) · Nature · doi:10.1038/nature10452 · Cited by 8,476
Global food demand and the sustainable intensification of agriculture
Tilman, D., Balzer, C., Hill, J., & Befort, B. L. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1116437108 · Cited by 7,692
Global effects of land use on local terrestrial biodiversity
Newbold, T., Hudson, L. N., Hill, S. L. L., Contu, S., Lysenko, I., Senior, R. A., Börger, L., Bennett, D. J., Choimes, A., Collen, B., et al. (2015) · Nature · doi:10.1038/nature14324 · Cited by 4,352
Closing yield gaps through nutrient and water management
Mueller, N. D., Gerber, J., Johnston, M., Ray, D. K., Ramankutty, N., & Foley, J. A. (2012) · Nature · doi:10.1038/nature11420 · Cited by 2,942
Hotspots Revisited: Earth's Biologically Richest and Most Endangered Terrestrial Ecoregions
Mittermeier, R. A., Gil, P., Hoffman, M. T., Pilgrim, J. D., Brooks, T. M., Mittermeier, C. G., Lamoreux, J. F., & da Fonseca, G. A. B. (2005) · Cited by 2,908
The Human Footprint and the Last of the Wild
Sanderson, E. W., Jaiteh, M., Levy, M. A., Redford, K. H., Wannebo, A., & Woolmer, G. (2002) · BioScience · doi:10.1641/0006-3568(2002)052[0891:thfatl]2.0.co;2 · Cited by 2,472
Global Biodiversity Conservation Priorities
Brooks, T. M., Mittermeier, R. A., da Fonseca, G. A. B., Gerlach, J., Hoffmann, M., Lamoreux, J. F., Mittermeier, C. G., Pilgrim, J. D., & Rodrigues, A. S. L. (2006) · Science · doi:10.1126/science.1127609 · Cited by 2,396
Farming and the Fate of Wild Nature
Green, R. E., Cornell, S. J., Scharlemann, J. P. W., & Balmford, A. (2005) · Science · doi:10.1126/science.1106049 · Cited by 2,238
Global food security, biodiversity conservation and the future of agricultural intensification
Tscharntke, T., Clough, Y., Wanger, T. C., Jackson, L., Motzke, I., Perfecto, I., Vandermeer, J. H., & Whitbread, A. M. (2012) · Biological Conservation · doi:10.1016/j.biocon.2012.01.068 · Cited by 2,229
Anticipating Critical Transitions
Scheffer, M., Carpenter, S. R., Lenton, T. M., Bascompte, J., Brock, W., Dakos, V., van de Koppel, J., van de Leemput, I. A., Levin, S. A., van Nes, E. H., et al. (2012) · Science · doi:10.1126/science.1225244 · Cited by 2,208
Scenarios for Global Biodiversity in the 21st Century
Pereira, H. M., Leadley, P. W., Proença, V., Alkemade, R., Scharlemann, J. P. W., Fernandez-Manjarrés, J. F., Araújo, M. B., Balvanera, P., Biggs, R., Cheung, W. W. L., et al. (2010) · Science · doi:10.1126/science.1196624 · Cited by 2,077
Biodiversity: The ravages of guns, nets and bulldozers
Maxwell, S. L., Fuller, R. A., Brooks, T. M., & Watson, J. E. M. (2016) · Nature · doi:10.1038/536143a · Cited by 1,979
Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000
Ramankutty, N., Evan, A. T., Monfreda, C., & Foley, J. A. (2008) · Global Biogeochemical Cycles · doi:10.1029/2007gb002952 · Cited by 1,942
Tropical forests were the primary sources of new agricultural land in the 1980s and 1990s
Gibbs, H. K., Ruesch, A. S., Achard, F., Clayton, M. K., Holmgren, P., Ramankutty, N., & Foley, J. A. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0910275107 · Cited by 1,876
Extinction debt: a challenge for biodiversity conservation
Kuussaari, M., Bommarco, R., Heikkinen, R. K., Helm, A., Krauß, J., Lindborg, R., Öckinger, E., Pärtel, M., Pino, J., Rodà, F., et al. (2009) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2009.04.011 · Cited by 1,572
The Global 200: Priority Ecoregions for Global Conservation
Olson, D. M., & Dinerstein, E. (2002) · Annals of the Missouri Botanical Garden · doi:10.2307/3298564 · Cited by 1,529
The fate of Amazonian forest fragments: A 32-year investigation
Laurance, W. F., Camargo, J. L., Luizão, R. C. C., Laurance, S. G. W., Pimm, S. L., Bruna, E. M., Stouffer, P. C., Williamson, G. B., Benítez‐Malvido, J., Vasconcelos, H. L. D., et al. (2010) · Biological Conservation · doi:10.1016/j.biocon.2010.09.021 · Cited by 1,039
Species richness, hotspots, and the scale dependence of range maps in ecology and conservation
Hurlbert, A. H., & Jetz, W. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0704469104 · Cited by 710
Land Sparing Versus Land Sharing: Moving Forward
Fischer, J., Abson, D. J., Butsic, V., Chappell, M. J., Ekroos, J., Hanspach, J., Kuemmerle, T., Smith, H. G., & von Wehrden, H. (2013) · Conservation Letters · doi:10.1111/conl.12084 · Cited by 706
Self-citationGLOBIO3: A Framework to Investigate Options for Reducing Global Terrestrial Biodiversity Loss
Alkemade, R., van Oorschot, M. M. P., Miles, L., Nellemann, C., Bakkenes, M., & ten Brink, B. (2009) · Ecosystems · doi:10.1007/s10021-009-9229-5 · Cited by 646
Challenges in using land use and land cover data for global change studies
Verburg, P. H., Neumann, K., & Nol, L. (2010) · Global Change Biology · doi:10.1111/j.1365-2486.2010.02307.x · Cited by 628
Targeting global conservation funding to limit immediate biodiversity declines
Waldron, A., Mooers, A. O., Miller, D. C., Nibbelink, N., Redding, D., Kuhn, T. S., Roberts, J. T., & Gittleman, J. L. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1221370110 · Cited by 625
Mapping global cropland and field size
Fritz, S., See, L., McCallum, I., You, L., Bun, A., Moltchanova, E. V., Duerauer, M., Albrecht, F., Schill, C., Perger, C., et al. (2015) · Global Change Biology · doi:10.1111/gcb.12838 · Cited by 583
Global distribution and conservation of rare and threatened vertebrates
Grenyer, R., Orme, C. D. L., Jackson, S. F., Thomas, G. H., Davies, R. G., Davies, T. J., Jones, K. E., Olson, V. A., Ridgely, R. S., Rasmussen, P. C., et al. (2006) · Nature · doi:10.1038/nature05237 · Cited by 569
Navjot's nightmare revisited: logging, agriculture, and biodiversity in Southeast Asia
Wilcove, D. S., Giam, X., Edwards, D. P., Fisher, B., & Koh, L. P. (2013) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2013.04.005 · Cited by 529
Combining high biodiversity with high yields in tropical agroforests
Clough, Y., Barkmann, J., Juhrbandt, J., Kessler, M., Wanger, T. C., Anshary, A., Buchori, D., Cicuzza, D., Darras, K., Putra, D. D., et al. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1016799108 · Cited by 492
Vulnerability of biodiversity hotspots to global change
Bellard, C., Leclerc, C., Leroy, B., Bakkenes, M., Veloz, S., Thuiller, W., & Courchamp, F. (2014) · Global Ecology and Biogeography · doi:10.1111/geb.12228 · Cited by 460
Protected area downgrading, downsizing, and degazettement (PADDD) and its conservation implications
Mascia, M. B., & Pailler, S. (2010) · Conservation Letters · doi:10.1111/j.1755-263x.2010.00147.x · Cited by 453
Losing the Links Between Livestock and Land
Naylor, R. L., Steinfeld, H., Falcon, W. P., Galloway, J. N., Smil, V., Bradford, E., Alder, J., & Mooney, H. A. (2005) · Science · doi:10.1126/science.1117856 · Cited by 452
Challenges and opportunities in mapping land use intensity globally
Kuemmerle, T., Erb, K., Meyfroidt, P., Müller, D., Verburg, P. H., Estel, S., Haberl, H., Hostert, P., Jepsen, M. R., Kästner, T., et al. (2013) · Current Opinion in Environmental Sustainability · doi:10.1016/j.cosust.2013.06.002 · Cited by 403
Self-citationTransitions in European land-management regimes between 1800 and 2010
Jepsen, M. R., Kuemmerle, T., Müller, D., Erb, K., Verburg, P. H., Haberl, H., Vesterager, J. P., Andrič, M., Antrop, M., Austrheim, G., et al. (2015) · Land Use Policy · doi:10.1016/j.landusepol.2015.07.003 · Cited by 382
Self-citationLand use impacts on biodiversity in LCA: a global approach
de Baan, L., Alkemade, R., & Koellner, T. (2012) · The International Journal of Life Cycle Assessment · doi:10.1007/s11367-012-0412-0 · Cited by 371
Livestock to 2020: The Next Food Revolution
Delgado, C., Rosegrant, M., Steinfeld, H., Ehui, S., & Courbois, C. (2001) · Outlook on Agriculture · doi:10.5367/000000001101293427 · Cited by 356
Exploring the biophysical option space for feeding the world without deforestation
Erb, K.-H., Lauk, C., Kastner, T., Mayer, A., Theurl, M. C., & Haberl, H. (2016) · Nature Communications · doi:10.1038/ncomms11382 · Cited by 352
Putting meaning back into “sustainable intensification”
Loos, J., Abson, D. J., Chappell, M. J., Hanspach, J., Mikulčak, F., Tichit, M., & Fischer, J. (2014) · Frontiers in Ecology and the Environment · doi:10.1890/130157 · Cited by 342
Closing Yield Gaps: How Sustainable Can We Be?
Pradhan, P., Fischer, G., van Velthuizen, H., Reusser, D. E., & Kropp, J. P. (2015) · PLoS ONE · doi:10.1371/journal.pone.0129487 · Cited by 322
Biodiversity scenarios neglect future land‐use changes
Titeux, N., Henle, K., Mihoub, J., Regos, A., Geijzendorffer, I. R., Cramer, W., Verburg, P. H., & Brotons, L. (2016) · Global Change Biology · doi:10.1111/gcb.13272 · Cited by 303
The Common Agricultural Policy, EU enlargement and the conservation of Europe's farmland birds
Donald, P. F., Pisano, G., Rayment, M., & Pain, D. J. (2002) · Agriculture Ecosystems & Environment · doi:10.1016/s0167-8809(01)00244-4 · Cited by 301
Projecting Global Biodiversity Indicators under Future Development Scenarios
Visconti, P., Bakkenes, M., Baisero, D., Brooks, T. M., Butchart, S. H. M., Joppa, L., Alkemade, R., Marco, M. D., Santini, L., Hoffmann, M., et al. (2015) · Conservation Letters · doi:10.1111/conl.12159 · Cited by 294
Hudson, L. N., Newbold, T., Contu, S., Hill, S. L. L., Lysenko, I., Palma, A. D., Phillips, H. R. P., Senior, R. A., Bennett, D. J., Booth, H. L., et al. (2014) · Ecology and Evolution · doi:10.1002/ece3.1303 · Cited by 263
A L and S ystem representation for global assessments and land‐use modeling
van Asselen, S., & Verburg, P. H. (2012) · Global Change Biology · doi:10.1111/j.1365-2486.2012.02759.x · Cited by 199
Highlighting continued uncertainty in global land cover maps for the user community
Fritz, S., See, L., McCallum, I., Schill, C., Obersteiner, M. H., van der Velde, M., Boettcher, H., Havlík, P., & Achard, F. (2011) · Environmental Research Letters · doi:10.1088/1748-9326/6/4/044005 · Cited by 198
Future battlegrounds for conservation under global change
Lee, T. M., & Jetz, W. (2008) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2007.1732 · Cited by 177
High carbon and biodiversity costs from converting Africa’s wet savannahs to cropland
Searchinger, T. D., Estes, L. D., Thornton, P. K., Beringer, T., Notenbaert, A. M. O., Rubenstein, D. I., Heimlich, R. E., Licker, R., & Herrero, M. (2015) · Nature Climate Change · doi:10.1038/nclimate2584 · Cited by 151
Self-citationRegime shifts limit the predictability of land-system change
Müller, D., Sun, Z., Vongvisouk, T., Dirk Pflugmacher, A., Xu, J., & Mertz, O. (2014) · Global Environmental Change · doi:10.1016/j.gloenvcha.2014.06.003 · Cited by 145
Hertel, T. W., Ramankutty, N., & Baldos, U. L. C. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1403543111 · Cited by 141
Future hotspots of terrestrial mammal loss
Visconti, P., Pressey, R. L., Giorgini, D., Maiorano, L., Bakkenes, M., Boitani, L., Alkemade, R., Falcucci, A., Chiozza, F., & Rondinini, C. (2011) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2011.0105 · Cited by 140
Closing yield gaps: perils and possibilities for biodiversity conservation
Phalan, B., Green, R. E., & Balmford, A. P. (2014) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2012.0285 · Cited by 125
Hartel, T., Schweiger, O., Öllerer, K., Cogălniceanu, D., & Arntzen, J. W. (2010) · Biological Conservation · doi:10.1016/j.biocon.2010.02.006 · Cited by 114
Global patterns of agricultural land‐use intensity and vertebrate diversity
Kehoe, L. J., Kuemmerle, T., Meyer, C., Levers, C., Václavík, T., & Kreft, H. (2015) · Diversity and Distributions · doi:10.1111/ddi.12359 · Cited by 96
Self-citationShackelford, G. E., Steward, P., German, R. N., Sait, S. M., & Benton, T. G. (2014) · Diversity and Distributions · doi:10.1111/ddi.12291 · Cited by 90
Land-use regime shifts: an analytical framework and agenda for future land-use research
Ramankutty, N., & Coomes, O. T. (2016) · Ecology and Society · doi:10.5751/es-08370-210201 · Cited by 85
Coarse climate change projections for species living in a fine‐scaled world
Nadeau, C. P., Urban, M. C., & Bridle, J. R. (2016) · Global Change Biology · doi:10.1111/gcb.13475 · Cited by 82
Introduction: the role of agricultural technologies in tropical deforestation.
Angelsen, A., & Kaimowitz, D. (2001) · CABI Publishing eBooks · doi:10.1079/9780851994512.0001 · Cited by 66
The pitfalls of ecological forecasting
Oliver, T. H., & Roy, D. B. (2015) · Biological Journal of the Linnean Society · doi:10.1111/bij.12579 · Cited by 45
Reconciling agriculture, carbon and biodiversity in a savannah transformation frontier
Estes, L. D., Searchinger, T. D., Spiegel, M. P., Tian, D., Sichinga, S., Mwale, M., Kehoe, L. J., Kuemmerle, T., Berven, A., Chaney, N. W., et al. (2016) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2015.0316 · Cited by 45
Self-citationScenarios of large mammal loss in Europe for the 21 st century
Rondinini, C., & Visconti, P. (2015) · Conservation Biology · doi:10.1111/cobi.12532 · Cited by 39
Climate change must not blow conservation off course
Tingley, M. W., Estes, L. D., & Wilcove, D. S. (2013) · Nature · doi:10.1038/500271a · Cited by 38
Self-citationUsing Strategic Foresight to Assess Conservation Opportunity
Cook, C. N., Wintle, B. C., Aldrich, S. C., & Wintle, B. A. (2014) · Conservation Biology · doi:10.1111/cobi.12404 · Cited by 38
Managing the Tropical Agriculture Revolution
Nepstad, D. C., & Stickler, C. M. (2008) · Journal of Sustainable Forestry · doi:10.1080/10549810802225226 · Cited by 30
Rosen, R. A. (2015) · Nature Climate Change · doi:10.1038/nclimate2582 · Cited by 27
Integrating the complexity of global change pressures on land and water
Müller, C., & Lotze‐Campen, H. (2012) · Global Food Security · doi:10.1016/j.gfs.2012.11.001 · Cited by 16
Using Changes in Agricultural Utility to Quantify Future Climate‐Induced Risk to Conservation
Estes, L. D., PAROZ, L., Bradley, B. A., Green, J., Hole, D. G., Holness, S. D., Ziv, G., Oppenheimer, M., & Wilcove, D. S. (2013) · Conservation Biology · doi:10.1111/cobi.12205 · Cited by 7
Self-citation
Research works printed but not linked: 3
- The World Database on Protected Areas (WDPA) (UNEP-WCMC, Cambridge, 2016).
- Wint, W. & Robinson, T. Gridded Livestock of the World (FAO: Rome, 2007).
- Bird Species Distribution Maps of the World (BirdLife International, Cambridge, and NatureServe, Arlington, 2015).
Cited by
Sorted by citations
Zabel, F., Delzeit, R., Schneider, J. M., Seppelt, R., Mauser, W., & Václavík, T. (2019) · Nature Communications · doi:10.1038/s41467-019-10775-z · Cited by 784
Maja, M. M., & Feyissa, S. (2021) · Earth Systems and Environment · doi:10.1007/s41748-021-00209-6 · Cited by 654
Global impacts of future urban expansion on terrestrial vertebrate diversity
Li, G., Fang, C., Li, Y., Wang, Z., Sun, S., He, S., Qi, W., Bao, C., Ma, H., Fan, Y., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-29324-2 · Cited by 584
Ortiz, A. M. D., Outhwaite, C. L., Dalin, C., & Newbold, T. (2021) · One Earth · doi:10.1016/j.oneear.2020.12.008 · Cited by 363
Land use change and carbon emissions of a transformation to timber cities
Mishra, A., Humpenöder, F., Churkina, G., Reyer, C. P. O., Beier, F., Bodirsky, B. L., Schellnhuber, H. J., Lotze-Campen, H., & Popp, A. (2022) · Nature Communications · doi:10.1038/s41467-022-32244-w · Cited by 279
Metadata
- Authors
- Kehoe, L., Romero-Muñoz, A., Polaina, E., Estes, L., Kreft, H., & Kuemmerle, T.
- Affiliations
- University of Victoria (CA)
- Consejo Superior de Investigaciones Científicas (ES)
- Clark University (US)
- University of Göttingen (DE)
- Humboldt-Universität zu Berlin (DE)
- Corresponding author
- Kehoe, Laura
- Venue
- Nature Ecology & Evolution
- Published
- 2017-07-17
- Volume
- 1
- Issue
- 8
- Pages
- 1129-1135
- ISSN
- 2397-334X (ISSN-L)
- OpenAlex
- W2735707112
- Semantic Scholar
- d50255ff8fbb433b9c5924f463659d3ec83be80d
- Cited by
- 395
- References
- 65
- Citations by year
- 2026: 43 · 2025: 69 · 2024: 45 · 2023: 62 · 2022: 45 · 2021: 67 · 2020: 30 · 2019: 17 · 2018: 16
- FWCI
- 11.94
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Nature Ecology & Evolution (publishedVersion)
- PubMed (publishedVersion)
- Clark Digital Commons (Clark University) (submittedVersion)
- DIGITAL.CSIC (Spanish National Research Council (CSIC)) (submittedVersion)
- GRO (submittedVersion)
- Funders
- Einstein Stiftung Berlin
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Land Use and Ecosystem Services
- Physical Sciences › Environmental Science › Global and Planetary Change › Conservation, Biodiversity, and Resource Management
- Physical Sciences › Environmental Science › Nature and Landscape Conservation › Ecology and Vegetation Dynamics Studies
- Keywords
- biodiversity loss, agricultural expansion, agricultural intensification, land use change, species richness, species abundance, Amazon, Afrotropical region, protected areas, conservation prioritization, agricultural demand, land use planning
- MeSH terms
- Agriculture, Animals, Conservation of Natural Resources, Vertebrates, Biodiversity
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review