Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000
Open accessAbstract
Agricultural activities have dramatically altered our planet's land surface. To understand the extent and spatial distribution of these changes, we have developed a new global data set of croplands and pastures circa 2000 by combining agricultural inventory data and satellite‐derived land cover data. The agricultural inventory data, with much greater spatial detail than previously available, is used to train a land cover classification data set obtained by merging two different satellite‐derived products (Boston University's MODIS‐derived land cover product and the GLC2000 data set). Our data are presented at 5 min (∼10 km) spatial resolution in longitude by longitude, have greater accuracy than previously available, and for the first time include statistical confidence intervals on the estimates. According to the data, there were 15.0 (90% confidence range of 12.2–17.1) million km 2 of cropland (12% of the Earth's ice‐free land surface) and 28.0 (90% confidence range of 23.6–30.0) million km 2 of pasture (22%) in the year 2000.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
The extent of permanent pastures and meadows spans 28 to 34 Mkm2, including extensively used natural grasslands, intensively managed pastures and meadows established in natural grassland areas, and grassland established after deforestation.
“The extent of permanent pastures and meadows, the key category for which global statistical data are available (http://faostat.fao.org;any grazing land used for more than five consecutive years), spans 28 (33) to 34 Mkm², including extensively used natural grasslands (Section 2.2), intensively managed pastures and meadows established in natural grassland areas, as well as grassland that was estab”
From Restoring Degraded Lands (2021) · cites this paper as [33]
Section 4.1 (§32) estimates 28.0 million km² of pasture and reports FAOSTAT’s 34.4 million km²; section 2.2 (§12) defines permanent pasture to include cultivated and wild forage land. Section 4.2 (§36) describes pasture replacing grasslands and forests. But the Discussion (§45) says the pasture data reveal nothing about grazing intensity, so the claim that pastures established in natural grassland areas are intensively managed is not supported. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Global Consequences of Land Use
Foley, J. A., DeFries, R., Asner, G. P., Barford, C., Bonan, G., Carpenter, S. R., Chapin, F. S., Coe, M. T., Daily, G. C., Gibbs, H. K., et al. (2005) · Science · doi:10.1126/science.1111772 · Cited by 13,272 · see citing works
Self-citationFreshwater biodiversity: importance, threats, status and conservation challenges
Dudgeon, D., Arthington, A. H., Gessner, M. O., Kawabata, Z., Knowler, D. J., Lévêque, C., Naiman, R. J., Prieur‐Richard, A., Soto, D., Stiassny, M. L. J., et al. (2006) · Biological Reviews · doi:10.1017/s1464793105006950 · Cited by 8,489 · see citing works
Forecasting Agriculturally Driven Global Environmental Change
Tilman, D., Fargione, J., Wolff, B., D'Antonio, C., Dobson, A., Howarth, R., Schindler, D., Schlesinger, W. H., Simberloff, D., & Swackhamer, D. (2001) · Science · doi:10.1126/science.1057544 · Cited by 3,992 · see citing works
Global land cover mapping from MODIS: algorithms and early results
Friedl, M. A., McIver, D. K., Hodges, J. C. F., Xiaoyang Zhang, A., Muchoney, D. M., Strahler, A. H., Woodcock, C. E., Gopal, S., Schneider, A., Cooper, A. B., et al. (2002) · Remote Sensing of Environment · doi:10.1016/s0034-4257(02)00078-0 · Cited by 2,686 · see citing works
Ecosystems and human well-being: current state and trends
Hassan, R., Scholes, R. J., & Ash, N. (2005) · Cited by 2,591 · see citing works
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 · see citing works
Estimating historical changes in global land cover: Croplands from 1700 to 1992
Ramankutty, N., & Foley, J. A. (1999) · Global Biogeochemical Cycles · doi:10.1029/1999gb900046 · Cited by 2,074 · see citing works
Self-citationMonfreda, C., Ramankutty, N., & Foley, J. A. (2008) · Global Biogeochemical Cycles · doi:10.1029/2007gb002947 · Cited by 1,895 · see citing works
Self-citationGLC2000: a new approach to global land cover mapping from Earth observation data
claude, B. E. M., & Belward, A. S. (2005) · International Journal of Remote Sensing · doi:10.1080/01431160412331291297 · Cited by 1,799 · see citing works
Modelling the role of agriculture for the 20th century global terrestrial carbon balance
Bondeau, A., Smith, P. L., Zaehle, S., Schaphoff, S., Lucht, W., Crämer, W., Gerten, D., Lotze‐Campen, H., Müller, C., Reichstein, M., et al. (2006) · Global Change Biology · doi:10.1111/j.1365-2486.2006.01305.x · Cited by 1,292 · see citing works
Houghton, R. A. (2003) · Tellus B · doi:10.3402/tellusb.v55i2.16764 · Cited by 1,186 · see citing works
Nitrogen fixation: Anthropogenic enhancement‐environmental response
Galloway, J. N., Schlesinger, W. H., Levy, H., II, Michaels, A. F., & Schnoor, J. L. (1995) · Global Biogeochemical Cycles · doi:10.1029/95gb00158 · Cited by 1,071 · see citing works
Nitrogen in crop production: An account of global flows
Smil, V. (1999) · Global Biogeochemical Cycles · doi:10.1029/1999gb900015 · Cited by 986 · see citing works
Estimating global land use change over the past 300 years: the HYDE database
Goldewijk, K. K. (2001) · Global Biogeochemical Cycles · doi:10.1029/1999gb001232 · Cited by 984 · see citing works
LIU, J., Liu, M., Tian, H., Zhuang, D., Zhang, Z., Zhang, W. Y., Tang, X., & DENG, X. (2005) · Remote Sensing of Environment · doi:10.1016/j.rse.2005.08.012 · Cited by 976 · see citing works
Land-Use Choices: Balancing Human Needs and Ecosystem Function
DeFries, R., Foley, J. A., & Asner, G. P. (2004) · Frontiers in Ecology and the Environment · doi:10.1890/1540-9295(2004)002[0249:lcbhna]2.0.co;2 · Cited by 929 · see citing works
Self-citationThe Earth as Transformed by Human Action
Turner, B. L. (1988) · The Professional Geographer · doi:10.1111/j.0033-0124.1988.00340.x · Cited by 845 · see citing works
Pielke, R. A., Marland, G. H., Betts, R., Chase, T. N., Eastman, J. L., Niles, J. O., Niyogi, D., & Running, S. W. (2002) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2002.1027 · Cited by 819 · see citing works
McGUIRE, A. D., Sitch, S. A., Clein, J. S., Dargaville, R., ESSER, G., Foley, J. A., Heimann, M., Joos, F., Kaplan, J. O., Kicklighter, D. W., et al. (2001) · Global Biogeochemical Cycles · doi:10.1029/2000gb001298 · Cited by 767 · see citing works
Self-citationGeographic distribution of major crops across the world
Leff, B., Ramankutty, N., & Foley, J. A. (2004) · Global Biogeochemical Cycles · doi:10.1029/2003gb002108 · Cited by 763 · see citing works
Self-citationGlobal potential soil erosion with reference to land use and climate changes
Yang, D., Kanae, S., Oki, T., Koike, T., & MUSIAKE, K. (2003) · Hydrological Processes · doi:10.1002/hyp.1441 · Cited by 720 · see citing works
Ramankutty, N., Foley, J. A., Norman, J. M., & McSweeney, K. (2002) · Global Ecology and Biogeography · doi:10.1046/j.1466-822x.2002.00294.x · Cited by 649 · see citing works
Self-citationSmooth Pycnophylactic Interpolation for Geographical Regions
Tobler, W. (1979) · Journal of the American Statistical Association · doi:10.1080/01621459.1979.10481647 · Cited by 641 · see citing works
The earth as transformed by human action
Mannion, A. M. (1991) · Trends in Ecology & Evolution · doi:10.1016/0169-5347(91)90167-v · Cited by 593 · see citing works
Rull, V., & Vegas‐Vilarrúbia, T. (2005) · Global Change Biology · doi:10.1111/j.1365-2486.2005.001080.x · Cited by 592 · see citing works
HURTT, G. C., FROLKING, S., FEARON, M. G., MOORE, B., SHEVLIAKOVA, E., MALYSHEV, S., PACALA, S. W., & HOUGHTON, R. A. (2006) · Global Change Biology · doi:10.1111/j.1365-2486.2006.01150.x · Cited by 531 · see citing works
Exploiting synergies of global land cover products for carbon cycle modeling
Jung, M., Henkel, K., Herold, M., & Churkina, G. (2006) · Remote Sensing of Environment · doi:10.1016/j.rse.2006.01.020 · Cited by 516 · see citing works
A synthesis of information on rapid land-cover change for the period 1981–2000
LEPERS, E., LAMBIN, E. F., JANETOS, A. C., DeFRIES, R., ACHARD, F., RAMANKUTTY, N., & SCHOLES, R. J. (2005) · BioScience · doi:10.1641/0006-3568(2005)055[0115:asoior]2.0.co;2 · Cited by 478 · cited 2× · see citing works
“, 2002b], an assessment of the regions of the world undergoing the most rapid land cover changes over the last decade [Lepers et al., 2005], global carbon cycle modeling [McGuire et al.”
BackgroundSelf-citationA comparative analysis of the Global Land Cover 2000 and MODIS land cover data sets
Giri, C. P., Zhu, Z., & Reed, B. C. (2004) · Remote Sensing of Environment · doi:10.1016/j.rse.2004.09.005 · Cited by 474 · see citing works
Characterizing patterns of global land use: An analysis of global croplands data
Ramankutty, N., & Foley, J. A. (1998) · Global Biogeochemical Cycles · doi:10.1029/98gb02512 · Cited by 394 · see citing works
Self-citationPilot analysis of global ecosystems: Agroecosystems
Wood, S., Sebastian, K., & Scherr, S. J. (2000) · Socio-Environmental Systems Modeling · Cited by 350 · see citing works
Frolking, S., Qiu, J., Boles, S., Xiao, X., Liu, J., Zhuang, Y., Li, C., & Qin, X. (2002) · Global Biogeochemical Cycles · doi:10.1029/2001gb001425 · Cited by 348 · see citing works
Estimating historical changes in global land cover: Croplands
Ramankutty, N., & Foley, J. A. (1999) · Cited by 292 · see citing works
Self-citationPeople on the Land: Changes in Global Population and Croplands during the 20<sup>th</sup>Century
Ramankutty, N., Foley, J. A., & Olejniczak, N. J. (2002) · AMBIO: A Journal of the Human Environment · doi:10.1579/0044-7447-31.3.251 · Cited by 249 · see citing works
Self-citationBrovkin, V. A., Claussen, M. A., Driesschaert, E., Fichefet, T., Kicklighter, D. W., Loutre, M., Matthews, H. D., Ramankutty, N., Schaeffer, M., & Sokolov, A. (2006) · Climate Dynamics · doi:10.1007/s00382-005-0092-6 · Cited by 239 · see citing works
Self-citationLandsat reveals China's farmland reserves, but they're vanishing fast
Seto, K. C., Kaufmann, R. K., & Woodcock, C. E. (2000) · Nature · doi:10.1038/35018267 · Cited by 196 · see citing works
Modelling climate response to historical land cover change
Brovkin, V. A., Ganopolski, A., Claussen, M. A., Kubatzki, C., & Petoukhov, V. K. (1999) · Global Ecology and Biogeography · doi:10.1046/j.1365-2699.1999.00169.x · Cited by 187 · see citing works
A joint initiative for harmonization and validation of land cover datasets
Herold, M., Woodcock, C. E., Gregorio, A. D., Mayaux, P., Belward, A. S., Latham, J. S., & Schmullius, C. (2006) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2006.871219 · Cited by 182 · see citing works
Assessing climate forcings of the Earth system for the past millennium
Bauer, E., Claussen, M. A., Brovkin, V. A., & Hünerbein, A. (2003) · Geophysical Research Letters · doi:10.1029/2002gl016639 · Cited by 175 · see citing works
Cardille, J. A. (2003) · Remote Sensing of Environment · doi:10.1016/j.rse.2002.09.001 · Cited by 169 · see citing works
Jain, A. K., & Yang, X. (2005) · Global Biogeochemical Cycles · doi:10.1029/2004gb002349 · Cited by 151 · see citing works
FROST FOLLOWED THE PLOW: IMPACTS OF DEFORESTATION ON THE CLIMATE OF THE UNITED STATES
Bonan, G. B. (1999) · Ecological Applications · doi:10.1890/1051-0761(1999)009[1305:fftpio]2.0.co;2 · Cited by 149 · see citing works
Mapping livestock-oriented agricultural production systems for the developing world
Kruska, R. L., Reid, R. S., Thornton, P. K., Henninger, N., & Kristjanson, P. (2003) · Agricultural Systems · doi:10.1016/s0308-521x(02)00085-9 · Cited by 147 · see citing works
Spatial explorations of land use change and grain production in China
Verburg, P. H., Chen, Y., & Veldkamp, A. (2000) · Agriculture Ecosystems & Environment · doi:10.1016/s0167-8809(00)00236-x · Cited by 130 · see citing works
Multiscale Characterization of Land-Use Patterns in China
Verburg, P. H., & Chen, Y. (2000) · Ecosystems · doi:10.1007/s100210000033 · Cited by 121 · see citing works
Donner, S. D., & Kucharik, C. J. (2003) · Global Biogeochemical Cycles · doi:10.1029/2001gb001808 · Cited by 112 · see citing works
Frolking, S., Xiao, X., Zhuang, Y., Salas, W., & Li, C. (1999) · Global Ecology and Biogeography · doi:10.1046/j.1365-2699.1999.00157.x · Cited by 108 · see citing works
Urtt, G. C. H., Al, S. M., & Shev, Y. (2006) · Cited by 105 · see citing works
See, L., & Fritz, S. (2006) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2006.874750 · Cited by 80 · see citing works
The impact of cropland cover on river nutrient levels in the Mississippi River Basin
Donner, S. D. (2003) · Global Ecology and Biogeography · doi:10.1046/j.1466-822x.2003.00032.x · Cited by 75 · see citing works
Climatic classification and future global redistribution of agricultural land
Crämer, W., & Solomon, A. M. (1993) · Climate Research · doi:10.3354/cr003097 · Cited by 72 · see citing works
The Future of Farming and Conservation
Vandermeer, J. H., & Perfecto, I. (2005) · Science · doi:10.1126/science.308.5726.1257b · Cited by 65 · see citing works
Estimating changes in global vegetation cover (1850–2100) for use in climate models
Wang, A., Price, D. T., & Arora, V. K. (2006) · Global Biogeochemical Cycles · doi:10.1029/2005gb002514 · Cited by 62 · see citing works
HURTT, G. C., Rosentrater, L. D., Frolking, S., & Moore, B. (2001) · Global Biogeochemical Cycles · doi:10.1029/2000gb001299 · Cited by 52 · see citing works
Croplands in West Africa: A Geographically Explicit Dataset for Use in Models
Ramankutty, N. (2004) · Earth Interactions · doi:10.1175/1087-3562(2004)8 · Cited by 48 · see citing works
Self-citationExploring changes in the spatial distribution of livestock in China
Verburg, P. H., & van Keulen, H. (1999) · Agricultural Systems · doi:10.1016/s0308-521x(99)00055-4 · Cited by 40 · see citing works
The spatial pattern and dynamics of a Sahelian agro-ecosystem
Reenberg, A., & Fog, B. (1995) · GeoJournal · doi:10.1007/bf00806938 · Cited by 32 · see citing works
Cardille, J. A., Foley, J. A., & Costa, M. H. (2002) · Global Biogeochemical Cycles · doi:10.1029/2000gb001386 · Cited by 30 · see citing works
Self-citationMajor land uses in the United States
Marschner, F. J., & Anderson, J. R. (1967) · doi:10.3133/70046790 · Cited by 28 · see citing works
The role of the land surface in weather and climate: does the land surface matter?
Pitman, A. J., Pielke, R. A., Avissar, R., Claussen, M. A., Gash, J. H. C., & Dolman, A. J. (1999) · Socio-Environmental Systems Modeling · Cited by 28 · see citing works
Global agricultural land-use data for integrated assessment modeling
Ramankutty, N., Hertel, T., Lee, H.-L., & Rose, S. K. (2007) · Cambridge University Press eBooks · doi:10.1017/cbo9780511619472.025 · Cited by 16 · see citing works
Self-citationStructure of Ukrainian Agriculture: Comparative Efficiency and Implications for Policy Reform, ThePreprint
Bouzaher, A., Carriquiry, A. L., & Jensen, H. H. (1994) · RePEc: Research Papers in Economics · Cited by 8 · see citing works
Achard, F., & DeFries, R. (2002) · Joint Research Centre (European Commission) · Cited by 3 · see citing works
Quesada (2001) · doi:10.1175/1520-0442(2001)014
Flagged first, then by citations
2 of the 68 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- Ramankutty, N., J. A. Foley, and N. J. Olejniczak (2002b), People on the land: Changes in population and global croplands during the 20th cen- tury, Ambio, 31(3), 251 -257.
- J. A. Foley and C. Monfreda, Center for Sustainability and the Global Environment (SAGE), Nelson Institute for Environmental Studies, University of Wisconsin-Madison, 1710 University Avenue, Madison, WI 53726, USA.
- N. Ramankutty, Department of Geography and Earth System Science Program, McGill University, 805 Sherbrooke Street West, Montreal, QC, Canada H3A 2K6. (navin.ramankutty@mcgill.ca) GB1003 19449224, 2008, 1, · DOI
Cited by
Sorted by citations
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 · see citing works
Self-citationReducing food's environmental impacts through producers and consumers
Poore, J., & Nemecek, T. (2018) · Science · doi:10.1126/science.aaq0216 · Cited by 6,085 · see citing works
Planetary Boundaries: Exploring the Safe Operating Space for Humanity
Rockström, J., Steffen, W., Noone, K., Persson, Å., Chapin, F. S. I., Lambin, E., Lenton, T. M., Scheffer, M., Folke, C., Schellnhuber, H. J., et al. (2009) · Ecology and Society · doi:10.5751/es-03180-140232 · Cited by 7,187 · see citing works
Self-citationMODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets
Friedl, M. A., Sulla‐Menashe, D., Tan, B., Schneider, A., Ramankutty, N., Sibley, A. M., & Huang, X. (2009) · Remote Sensing of Environment · doi:10.1016/j.rse.2009.08.016 · Cited by 3,501 · see citing works
Self-citationOptions for keeping the food system within environmental limits
Springmann, M., Clark, M., Mason-D’Croz, D., Wiebe, K., Bodirsky, B. L., Lassaletta, L., de Vries, W., Vermeulen, S. J., Herrero, M., Carlson, K. M., et al. (2018) · Nature · doi:10.1038/s41586-018-0594-0 · Cited by 3,380 · see citing works
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 2,832 · see citing works
Self-citationUnderstanding relationships among multiple ecosystem services
Bennett, E. M., Peterson, G., & Gordon, L. J. (2009) · Ecology Letters · doi:10.1111/j.1461-0248.2009.01387.x · Cited by 2,494 · see citing works
The emergence of land change science for global environmental change and sustainability
Turner, B. L., Lambin, E. F., & Reenberg, A. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0704119104 · Cited by 2,216 · see citing works
Global land cover mapping at 30 m resolution: A POK-based operational approach
Chen, J., Chen, J., Liao, A., Cao, X., Chen, L., Chen, X., He, C., Han, G., Shu, P., Lu, M., et al. (2014) · ISPRS Journal of Photogrammetry and Remote Sensing · doi:10.1016/j.isprsjprs.2014.09.002 · Cited by 2,079 · see citing works
Venter, O., Sanderson, E. W., Magrach, A., Allan, J. R., Beher, J., Jones, K. R., Possingham, H. P., Laurance, W. F., Wood, P., Fekete, B. M., et al. (2016) · Nature Communications · doi:10.1038/ncomms12558 · Cited by 1,898 · see citing works
Putting people in the map: anthropogenic biomes of the world
Ellis, E. C., & Ramankutty, N. (2007) · Frontiers in Ecology and the Environment · doi:10.1890/070062 · Cited by 1,858 · see citing works
Self-citationSoil microbiomes and climate change
Jansson, J. K., & Hofmockel, K. (2019) · Nature Reviews Microbiology · doi:10.1038/s41579-019-0265-7 · Cited by 1,686 · see citing works
Recent patterns of crop yield growth and stagnation
Ray, D. K., Ramankutty, N., Mueller, N. D., West, P. C., & Foley, J. A. (2012) · Nature Communications · doi:10.1038/ncomms2296 · Cited by 1,603 · see citing works
Self-citationPortmann, F. T., Siebert, S., & Döll, P. (2010) · Global Biogeochemical Cycles · doi:10.1029/2008gb003435 · Cited by 1,586 · see citing works
Crop Yield Gaps: Their Importance, Magnitudes, and Causes
Lobell, D. B., Cassman, K. G., & Field, C. B. (2009) · Annual Review of Environment and Resources · doi:10.1146/annurev.environ.041008.093740 · Cited by 1,527 · see citing works
Monfreda, C., Ramankutty, N., & Foley, J. A. (2008) · Global Biogeochemical Cycles · doi:10.1029/2007gb002947 · Cited by 1,895 · see citing works
Self-citationFuture urban land expansion and implications for global croplands
d’Amour, C. B., Reitsma, F., Baiocchi, G., Barthel, S., Güneralp, B., Erb, K., Haberl, H., Creutzig, F., & Seto, K. C. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1606036114 · Cited by 1,386 · see citing works
Risk of pesticide pollution at the global scale
Tang, F. H. M., Lenzen, M., McBratney, A., & Maggi, F. (2021) · Nature Geoscience · doi:10.1038/s41561-021-00712-5 · Cited by 1,340 · see citing works
The Influence of Climate Change on Global Crop Productivity1
Lobell, D., & Gourdji, S. (2012) · Plant Physiology · doi:10.1104/pp.112.208298 · Cited by 919 · see citing works
Lawrence, D. M., Oleson, K. W., Flanner, M. G., THORNTON, P. E., Swenson, S. C., Lawrence, P., Zeng, X., Yang, Z., Levis, S., Sakaguchi, K., et al. (2011) · Journal of Advances in Modeling Earth Systems · doi:10.1029/2011ms00045 · Cited by 1,305 · see citing works
Herrero, M., Havlík, P., Valin, H., Notenbaert, A., Rufino, M. C., Thornton, P. K., Blümmel, M., Weiss, F., Grace, D., & Obersteiner, M. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1308149110 · Cited by 1,254 · see citing works
Greenhouse gas emissions from soils—A review
Oertel, C., Matschullat, J., Zurba, K., Zimmermann, F., & Erasmi, S. (2016) · Geochemistry · doi:10.1016/j.chemer.2016.04.002 · Cited by 1,237 · see citing works
Agriculture production as a major driver of the Earth system exceeding planetary boundaries
Campbell, B. M., Beare, D. J., Bennett, E. M., Hall-Spencer, J. M., Ingram, J. S. I., Jaramillo, F., Ortiz, R., Ramankutty, N., Sayer, J. A., & Shindell, D. (2017) · Ecology and Society · doi:10.5751/es-09595-220408 · Cited by 1,197 · see citing works
Self-citationSustainable intensification of agriculture for human prosperity and global sustainability
Rockström, J., Williams, J. N., Daily, G. C., Noble, A., Matthews, N., Gordon, L. J., Wetterstrand, H., DeClerck, F., Shah, M., Steduto, P., et al. (2016) · AMBIO · doi:10.1007/s13280-016-0793-6 · Cited by 1,195 · see citing works
Xu, X., THORNTON, P. E., & Post, W. M. (2012) · Global Ecology and Biogeography · doi:10.1111/geb.12029 · Cited by 1,143 · see citing works
Landscapes that work for biodiversity and people
Kremen, C., & Merenlender, A. M. (2018) · Science · doi:10.1126/science.aau6020 · Cited by 1,125 · see citing works
Greenhouse gas mitigation by agricultural intensification
Burney, J. A., Davis, S. J., & Lobell, D. B. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0914216107 · Cited by 1,128 · see citing works
The impacts of climate change on river flood risk at the global scale
Arnell, N. W., & Gosling, S. N. (2014) · Climatic Change · doi:10.1007/s10584-014-1084-5 · Cited by 1,124 · see citing works
Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence
Guanter, L., Zhang, Y., Jung, M., Joiner, J., Voigt, M., Berry, J. A., Frankenberg, C., HUETE, A. R., Zarco‐Tejada, P. J., Lee, J., et al. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1320008111 · Cited by 1,094 · see citing works
Potapov, P. V., Turubanova, S. A., Hansen, M. C., Tyukavina, A., Zalles, V., Khan, A., Song, X., Pickens, A., Shen, Q., & Cortez-Núñez, J. A. (2021) · Nature Food · doi:10.1038/s43016-021-00429-z · Cited by 1,122 · see citing works
State of the World's Freshwater Ecosystems: Physical, Chemical, and Biological Changes
Carpenter, S. R., Stanley, E. H., & Zanden, M. J. V. (2011) · Annual Review of Environment and Resources · doi:10.1146/annurev-environ-021810-094524 · Cited by 1,085 · see citing works
A human-driven decline in global burned area
Andela, N., Morton, D. C., Giglio, L., Chen, Y., van der Werf, G. R., Kasibhatla, P. S., DeFries, R. S., Collatz, G. J., Hantson, S., Kloster, S., et al. (2017) · Science · doi:10.1126/science.aal4108 · Cited by 1,262 · see citing works
Anthropogenic climate change has slowed global agricultural productivity growth
Ortiz‐Bobea, A., Ault, T. R., Carrillo, C. M., Chambers, R. G., & Lobell, D. B. (2021) · Nature Climate Change · doi:10.1038/s41558-021-01000-1 · Cited by 1,068 · see citing works
Stadler, K., Wood, R., Bulavskaya, T., Södersten, C., Simas, M., Schmidt, S., Usubiaga, A., Acosta‐Fernández, J., Kuenen, J., Bruckner, M., et al. (2018) · Journal of Industrial Ecology · doi:10.1111/jiec.12715 · Cited by 1,024 · see citing works
Frank, D., Reichstein, M., Bahn, M., Thonicke, K., Frank, D., Mahecha, M. D., Smith, P., van der Velde, M., Vicca, S., Babst, F., et al. (2015) · Global Change Biology · doi:10.1111/gcb.12916 · Cited by 1,037 · see citing works
Trends in Global Agricultural Land Use: Implications for Environmental Health and Food Security
Ramankutty, N., Mehrabi, Z., Waha, K., Jarvis, L., Kremen, C., Herrero, M., & Rieseberg, L. H. (2018) · Annual Review of Plant Biology · doi:10.1146/annurev-arplant-042817-040256 · Cited by 954 · see citing works
Self-citationCrop planting dates: an analysis of global patterns
Sacks, W. J., Deryng, D., Foley, J. A., & Ramankutty, N. (2010) · Global Ecology and Biogeography · doi:10.1111/j.1466-8238.2010.00551.x · Cited by 963 · see citing works
Self-citationSpringmann, M., Wiebe, K., Mason-D’Croz, D., Sulser, T. B., Rayner, M., & Scarborough, P. (2018) · The Lancet Planetary Health · doi:10.1016/s2542-5196(18)30206-7 · Cited by 956 · see citing works
Global terrestrial water storage and drought severity under climate change
POKHREL, Y. N., Felfelani, F., Satoh, Y., Boulangé, J., Burek, P., Gädeke, A., Gerten, D., Gosling, S. N., Grillakis, M. G., Gudmundsson, L., et al. (2021) · Nature Climate Change · doi:10.1038/s41558-020-00972-w · Cited by 955 · see citing works
Agronomic phosphorus imbalances across the world's croplands
MacDonald, G. K., Bennett, E. M., Potter, P. A., & Ramankutty, N. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1010808108 · Cited by 926 · see citing works
Self-citationSiebert, S., & Döll, P. (2010) · Journal of Hydrology · doi:10.1016/j.jhydrol.2009.07.031 · Cited by 874 · see citing works
The underappreciated potential of peatlands in global climate change mitigation strategies
Leifeld, J., & Menichetti, L. (2018) · Nature Communications · doi:10.1038/s41467-018-03406-6 · Cited by 899 · see citing works
Global terrestrial Human Footprint maps for 1993 and 2009
Venter, O., Sanderson, E. W., Magrach, A., Allan, J. R., Beher, J., Jones, K. R., Possingham, H. P., Laurance, W. F., Wood, P., Fekete, B. M., et al. (2016) · Scientific Data · doi:10.1038/sdata.2016.67 · Cited by 837 · see citing works
Soil Degradation, Land Scarcity and Food Security: Reviewing a Complex Challenge
Gomiero, T. (2016) · Sustainability · doi:10.3390/su8030281 · Cited by 855 · see citing works
Global land-use implications of first and second generation biofuel targets
Havlík, P., Schneider, U., Schmid, E., Böttcher, H., Fritz, S., Skalský, R., Aoki, K., Cara, S. D., Kindermann, G., Kraxner, F., et al. (2011) · Energy Policy · doi:10.1016/j.enpol.2010.03.030 · Cited by 875 · see citing works
Lal, R. (2018) · Global Change Biology · doi:10.1111/gcb.14054 · Cited by 900 · see citing works
The Global Food‐Energy‐Water Nexus
D’Odorico, P., Davis, K. F., Rosa, L., Carr, J. A., Chiarelli, D. D., Dell’Angelo, J., Gephart, J. A., MacDonald, G. K., Seekell, D. A., Suweis, S. S., et al. (2018) · Reviews of Geophysics · doi:10.1029/2017rg000591 · Cited by 815 · see citing works
Lawrence, D. M., Oleson, K. W., Flanner, M. G., THORNTON, P. E., Swenson, S. C., Lawrence, P., Zeng, X., Yang, Z., Levis, S., Sakaguchi, K., et al. (2011) · Journal of Advances in Modeling Earth Systems · doi:10.1029/2011ms000045 · Cited by 802 · see citing works
The role of grasslands in food security and climate change
O’Mara, F. P. (2012) · Annals of Botany · doi:10.1093/aob/mcs209 · Cited by 808 · see citing works
Sulla‐Menashe, D., Gray, J., Abercrombie, S. P., & Friedl, M. A. (2019) · Remote Sensing of Environment · doi:10.1016/j.rse.2018.12.013 · Cited by 788 · see citing works
Land cover changes and their biogeophysical effects on climate
Mahmood, R., Pielke, R. A., Hubbard, K. G., Niyogi, D., Dirmeyer, P. A., McAlpine, C., Carleton, A. M., Hale, R., Gameda, S., Beltrán‐Przekurat, A., et al. (2013) · International Journal of Climatology · doi:10.1002/joc.3736 · Cited by 777 · see citing works
A global record of annual terrestrial Human Footprint dataset from 2000 to 2018
Mu, H., Li, X., Wen, Y., Huang, J., Du, P., Su, W., Miao, S., & Geng, M. (2022) · Scientific Data · doi:10.1038/s41597-022-01284-8 · Cited by 774 · see citing works
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 748 · see citing works
Greenhouse gas emissions intensity of global croplands
Carlson, K. M., Gerber, J., Mueller, N. D., Herrero, M., MacDonald, G. K., Brauman, K. A., Havlík, P., O’Connell, C. S., Johnson, J. A., Saatchi, S. S., et al. (2016) · Nature Climate Change · doi:10.1038/nclimate3158 · Cited by 731 · see citing works
Importance of food-demand management for climate mitigation
Bajželj, B., Richards, K., Allwood, J. M., Smith, P., Dennis, J. S., Curmi, E., & Gilligan, C. A. (2014) · Nature Climate Change · doi:10.1038/nclimate2353 · Cited by 735 · see citing works
Carbon sequestration potential of second-growth forest regeneration in the Latin American tropics
Chazdon, R. L., Broadbent, E. N., Rozendaal, D. M. A., Bongers, F., Zambrano, A. M. A., Aide, T. M., Balvanera, P., Becknell, J. M., Boukili, V., Brancalion, P. H. S., et al. (2016) · Science Advances · doi:10.1126/sciadv.1501639 · Cited by 737 · see citing works
Brief history of agricultural systems modeling
Jones, J. W., Antle, J. M., Basso, B., Boote, K. J., Conant, R. T., Foster, I. T., Godfray, H. C. J., Herrero, M., Howitt, R. E., Janssen, S. J. C., et al. (2016) · Agricultural Systems · doi:10.1016/j.agsy.2016.05.014 · Cited by 717 · see citing works
Designing agricultural landscapes for biodiversity-based ecosystem services
Landis, D. A. (2017) · Basic and Applied Ecology · doi:10.1016/j.baae.2016.07.005 · Cited by 704 · see citing works
Can Seaweed Farming Play a Role in Climate Change Mitigation and Adaptation?
Duarte, C. M., Wu, J., Xiao, X., Bruhn, A., & Krause-Jensen, D. (2017) · Frontiers in Marine Science · doi:10.3389/fmars.2017.00100 · Cited by 680 · see citing works
Global hydro-environmental sub-basin and river reach characteristics at high spatial resolution
Linke, S., Lehner, B., Dallaire, C. O., Ariwi, J., Grill, G., Anand, M., Beames, P., Burchard‐Levine, V., Maxwell, S., Moidu, H., et al. (2019) · Scientific Data · doi:10.1038/s41597-019-0300-6 · Cited by 712 · see citing works
Deadly heat waves projected in the densely populated agricultural regions of South Asia
Im, E.-S., Pal, J. S., & Eltahir, E. A. B. (2017) · Science Advances · doi:10.1126/sciadv.1603322 · Cited by 673 · see citing works
Grassland management impacts on soil carbon stocks: a new synthesis
Conant, R. T., Cerri, C. E. P., Osborne, B. B., & Paustian, K. (2017) · Ecological Applications · doi:10.1002/eap.1473 · Cited by 738 · see citing works
Kareiva, P., & Marvier, M. (2012) · BioScience · doi:10.1525/bio.2012.62.11.5 · Cited by 662 · see citing works
Key issues in rigorous accuracy assessment of land cover products
Stehman, S. V., & Foody, G. M. (2019) · Remote Sensing of Environment · doi:10.1016/j.rse.2019.05.018 · Cited by 679 · see citing works
Land transformation by humans: a review
Hooke, R. L., & Martín-Duque, J. F. (2012) · GSA Today · doi:10.1130/gsat151a.1 · Cited by 618 · see citing works
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 · see citing works
A high-resolution assessment on global nitrogen flows in cropland
Liu, J., You, L., Amini, M., Obersteiner, M. H., Herrero, M., Zehnder, A. J. B., & Yang, H. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0913658107 · Cited by 620 · see citing works
Evolution of the global virtual water trade network
Dalin, C., Konar, M., Hanasaki, N., Rinaldo, A., & Rodriguez-Iturbe, I. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1203176109 · Cited by 601 · see citing works
Licker, R., Johnston, M., Foley, J. A., Barford, C. C., Kucharik, C. J., Monfreda, C., & Ramankutty, N. (2010) · Global Ecology and Biogeography · doi:10.1111/j.1466-8238.2010.00563.x · Cited by 603 · see citing works
Self-citationHuang, J., Xu, C.-C., Ridoutt, B. G., Wang, X.-C., & Ren, P.-A. (2017) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2017.05.008 · Cited by 596 · see citing works
Avnery, S., Mauzerall, D. L., Liu, J., & Horowitz, L. W. (2010) · Atmospheric Environment · doi:10.1016/j.atmosenv.2010.11.045 · Cited by 595 · see citing works
Direct and indirect loss of natural area from urban expansion
van Vliet, J. (2019) · Nature Sustainability · doi:10.1038/s41893-019-0340-0 · Cited by 602 · see citing works
Forest transitions, trade, and the global displacement of land use
Meyfroidt, P., Rudel, T. K., & Lambin, E. F. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1014773107 · Cited by 586 · see citing works
The yield gap of global grain production: A spatial analysis
Neumann, K., Verburg, P. H., Stehfest, E., & Müller, C. (2010) · Agricultural Systems · doi:10.1016/j.agsy.2010.02.004 · Cited by 587 · see citing works
From land cover change to land function dynamics: A major challenge to improve land characterization
Verburg, P. H., van de Steeg, J., Veldkamp, A., & Willemen, L. (2008) · Journal of Environmental Management · doi:10.1016/j.jenvman.2008.08.005 · Cited by 582 · see citing works
Disentangling the numbers behind agriculture-driven tropical deforestation
Pendrill, F., Gardner, T. A., Meyfroidt, P., Persson, U. M., Adams, J., Azevedo, T., Bastos Lima, M. G., Baumann, M., Curtis, P. G., De Sy, V., et al. (2022) · Science · doi:10.1126/science.abm9267 · Cited by 572 · see citing works
Global changes in diets and the consequences for land requirements for food
Kastner, T., Rivas, M. J. I., Koch, W., & Nonhebel, S. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1117054109 · Cited by 568 · see citing works
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 564 · see citing works
Assessing the efficiency of changes in land use for mitigating climate change
Searchinger, T. D., Wirsenius, S., Beringer, T., & Dumas, P. (2018) · Nature · doi:10.1038/s41586-018-0757-z · Cited by 617 · see citing works
Impact of reservoirs on river discharge and irrigation water supply during the 20th century
Biemans, H., Haddeland, I., Kabat, P., Ludwig, F., Hutjes, R., Heinke, J., von Bloh, W., & Gerten, D. (2011) · Water Resources Research · doi:10.1029/2009wr008929 · Cited by 545 · see citing works
A global data set of the extent of irrigated land from 1900 to 2005
Siebert, S., Kummu, M., Porkka, M., Döll, P., Ramankutty, N., & Scanlon, B. R. (2015) · Hydrology and Earth System Sciences · doi:10.5194/hess-19-1521-2015 · Cited by 519 · see citing works
Self-citationMarques, A., Martins, I. S., Kästner, T., Plutzar, C., Theurl, M. C., Eisenmenger, N., Huijbregts, M. A. J., Wood, R. A., Stadler, K., Brückner, M., et al. (2019) · Nature Ecology & Evolution · doi:10.1038/s41559-019-0824-3 · Cited by 524 · see citing works
Countries and the global rate of soil erosion
Wuepper, D., Borrelli, P., & Finger, R. (2019) · Nature Sustainability · doi:10.1038/s41893-019-0438-4 · Cited by 515 · see citing works
Water scarcity hotspots travel downstream due to human interventions in the 20th and 21st century
Veldkamp, T., Wada, Y., Aerts, J. C. J. H., Döll, P., Gosling, S. N., Liu, J., Masaki, Y., Oki, T., Ostberg, S., POKHREL, Y. N., et al. (2017) · Nature Communications · doi:10.1038/ncomms15697 · Cited by 520 · see citing works
Cold Signaling and Cold Response in Plants
Miura, K., & Furumoto, T. (2013) · International Journal of Molecular Sciences · doi:10.3390/ijms14035312 · Cited by 505 · see citing works
Hidden linkages between urbanization and food systems
Seto, K. C., & Ramankutty, N. (2016) · Science · doi:10.1126/science.aaf7439 · Cited by 501 · see citing works
Self-citationCarrão, H., Naumann, G., & Barbosa, P. (2016) · Global Environmental Change · doi:10.1016/j.gloenvcha.2016.04.012 · Cited by 488 · see citing works
Gibbs, H. K., Johnston, M., Foley, J. A., Holloway, T., Monfreda, C., Ramankutty, N., & Zaks, D. (2008) · Environmental Research Letters · doi:10.1088/1748-9326/3/3/034001 · Cited by 470 · see citing works
“Monfreda et al (2008) integrate the best available agricultural statistics gathered at the county, state, and country level with a recent map of global croplands (Ramankutty et al 2008) to depict crop areas and yields circa the year 2000 on a 5 min × 5 min (∼10 km × 10 km) latitude–longitude grid.”
BackgroundSelf-citationHarmonized global maps of above and belowground biomass carbon density in the year 2010
Spawn, S., Sullivan, C., Lark, T. J., & Gibbs, H. (2020) · Scientific Data · doi:10.1038/s41597-020-0444-4 · Cited by 489 · see citing works
The global technical and economic potential of bioenergy from salt-affected soils
Wicke, B., SMEETS, E. M. W., Dornburg, V., Vashev, B., Gaiser, T., Turkenburg, W. C., & Faaij, A. P. C. (2011) · Energy & Environmental Science · doi:10.1039/c1ee01029h · Cited by 468 · see citing works
Paulot, F., Jacob, D. J., Pinder, R. W., Bash, J. O., Travis, K. R., & Henze, D. K. (2014) · Journal of Geophysical Research Atmospheres · doi:10.1002/2013jd021130 · Cited by 456 · see citing works
Samberg, L., Gerber, J., Ramankutty, N., Herrero, M., & West, P. C. (2016) · Environmental Research Letters · doi:10.1088/1748-9326/11/12/124010 · Cited by 461 · see citing works
Self-citationSelenium deficiency risk predicted to increase under future climate change
Jones, G. D., Droz, B., Greve, P., Gottschalk, P., Poffet, D., McGrath, S. P., Seneviratne, S. I., Smith, P., & Winkel, L. H. E. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1611576114 · Cited by 446 · see citing works
Spatial and Temporal Trends of Global Pollination Benefit
Lautenbach, S., Seppelt, R., Liebscher, J., & Dormann, C. F. (2012) · PLoS ONE · doi:10.1371/journal.pone.0035954 · Cited by 444 · see citing works
Characterizing the Spatial Patterns of Global Fertilizer Application and Manure Production
Potter, P., Ramankutty, N., Bennett, E. M., & Donner, S. D. (2010) · Earth Interactions · doi:10.1175/2009ei288.1 · Cited by 452 · see citing works
Self-citationZabel, F., Putzenlechner, B., & Mauser, W. (2014) · PLoS ONE · doi:10.1371/journal.pone.0107522 · Cited by 428 · see citing works
Agriculture and food systems in sub-Saharan Africa in a 4 ° C+ world
Thornton, P. K., Jones, P. G., Ericksen, P., & Challinor, A. J. (2010) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2010.0246 · Cited by 425 · see citing works
Substantial proportion of global streamflow less than three months old
Jasechko, S., Kirchner, J. W., Welker, J. M., & McDonnell, J. J. (2016) · Nature Geoscience · doi:10.1038/ngeo2636 · Cited by 424 · see citing works
Biochar, climate change and soil: a review to guide future research
Sohi, S.-C. (2009) · CSIRO · doi:10.4225/08/58597219a199a · Cited by 422 · see citing works
Wada, Y., van Beek, R., & Bierkens, M. F. P. (2011) · Hydrology and earth system sciences · doi:10.5194/hess-15-3785-2011 · Cited by 412 · see citing works
- Authors
- Ramankutty, N., Evan, A. T., Monfreda, C., & Foley, J. A.
- Affiliations
- McGill University (CA)
- University of Wisconsin–Madison (US)
- Venue
- Global Biogeochemical Cycles
- Publisher
- American Geophysical Union (AGU)
- Published
- 2008-01-17
- Volume
- 22
- Issue
- 1
- ISSN
- 0886-6236 (ISSN-L)
- 1944-9224
- OpenAlex
- W1838764073
- Cited by
- 1,942
- References
- 68
- Citations by year
- 2026: 55 · 2025: 79 · 2024: 142 · 2023: 123 · 2022: 119 · 2021: 173 · 2020: 149 · 2019: 141 · 2018: 142 · 2017: 119 · 2016: 145 · 2015: 86 · 2014: 104 · 2013: 87 · 2012: 88
- FWCI
- 55.51
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Global Biogeochemical Cycles (publishedVersion)
- Funders
- National Aeronautics and Space Administration
- Wageningen University and Research
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Land Use and Ecosystem Services
- Physical Sciences › Environmental Science › Ecology › Remote Sensing in Agriculture
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agriculture, Land Use, Rural Development
- Keywords
- cropland extent, land cover classification, MODIS land cover, GLC2000, land surface change, confidence intervals
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