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Volumn 10, Issue 4, 2017, Pages 1403-1422

Global gridded crop model evaluation: Benchmarking, skills, deficiencies and implications

(29)  Müller, Christoph a   Elliott, Joshua b,c   Chryssanthacopoulos, James b,c   Arneth, Almut d   Balkovic, Juraj e,f   Ciais, Philippe g   Deryng, Delphine b,c   Folberth, Christian e,h   Glotter, Michael b   Hoek, Steven i   Iizumi, Toshichika j   Izaurralde, Roberto C k,l   Jones, Curtis k   Khabarov, Nikolay e   Lawrence, Peter m   Liu, Wenfeng n   Olin, Stefan o   Pugh, Thomas A M d,p   Ray, Deepak K q   Reddy, Ashwan k   more..


Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURAL MODELING; BENCHMARKING; CROP YIELD; MAIZE; MODEL TEST; PERFORMANCE ASSESSMENT; REGRESSION ANALYSIS; RICE; SOYBEAN; STATISTICAL ANALYSIS; TIME SERIES; WHEAT;

EID: 85017169636     PISSN: 1991959X     EISSN: 19919603     Source Type: Journal    
DOI: 10.5194/gmd-10-1403-2017     Document Type: Article
Times cited : (232)

References (82)
  • 3
  • 8
    • 85017108413 scopus 로고    scopus 로고
    • CDO: Climate Data Operators last access: 1 January 2015
    • CDO: Climate Data Operators, available at: http://www.mpimet. mpg.de/cdo, last access: 1 January 2015.
  • 10
    • 84856896529 scopus 로고    scopus 로고
    • Simulating the effects of climate and agricultural management prac-tices on global crop yield
    • Deryng, D., Sacks, W. J., Barford, C. C., and Ramankutty, N.: Simulating the effects of climate and agricultural management prac-tices on global crop yield, Global Biogeochem. Cy., 25, GB2006, doi:10.1029/2009GB003765, 2011.
    • (2011) Global Biogeochem. Cy. , vol.25 , pp. GB2006
    • Deryng, D.1    Sacks, W.J.2    Barford, C.C.3    Ramankutty, N.4
  • 11
    • 84897489575 scopus 로고    scopus 로고
    • Global crop yield response to extreme heat stress under multiple climate change futures
    • Deryng, D., Conway, D., Ramankutty, N., Price, J., and Warren, R.: Global crop yield response to extreme heat stress under multiple climate change futures, Environ. Res. Lett., 9, 034011, doi:10.1088/1748-9326/9/3/034011, 2014.
    • (2014) Environ. Res. Lett. , vol.9 , pp. 034011
    • Deryng, D.1    Conway, D.2    Ramankutty, N.3    Price, J.4    Warren, R.5
  • 12
    • 54849430261 scopus 로고    scopus 로고
    • Crop growth modelling and crop yield forecasting using satellite-derived meteorological inputs
    • de Wit, A. J. W. and van Diepen, C. A.: Crop growth modelling and crop yield forecasting using satellite-derived meteorological inputs, Int. J. Appl. Earth Obs., 10, 414-425, 2008.
    • (2008) Int. J. Appl. Earth Obs. , vol.10 , pp. 414-425
    • De Wit, A.J.W.1    Van Diepen, C.A.2
  • 17
    • 78751704607 scopus 로고    scopus 로고
    • Overview: Early history of crop growth and photosynthesis modeling
    • El-Sharkawy, M. A.: Overview: Early history of crop growth and photosynthesis modeling, Biosystems, 103, 205-211, 2011.
    • (2011) Biosystems , vol.103 , pp. 205-211
    • El-Sharkawy, M.A.1
  • 18
    • 84899785211 scopus 로고    scopus 로고
    • Phenology and pest status of Agrotis segetum in a changing climate
    • Esbjerg, P. and Sigsgaard, L.: Phenology and pest status of Agrotis segetum in a changing climate, Crop. Prot., 62, 64-71, 2014.
    • (2014) Crop. Prot. , vol.62 , pp. 64-71
    • Esbjerg, P.1    Sigsgaard, L.2
  • 20
    • 77950326782 scopus 로고    scopus 로고
    • Virtual water content of temperate cereals and maize: Present and potential future patterns
    • Fader, M., Rost, S., Müller, C., Bondeau, A., and Gerten, D.: Virtual water content of temperate cereals and maize: Present and potential future patterns, J. Hydrol., 384, 218-231, 2010.
    • (2010) J. Hydrol. , vol.384 , pp. 218-231
    • Fader, M.1    Rost, S.2    Müller, C.3    Bondeau, A.4    Gerten, D.5
  • 22
    • 85017160182 scopus 로고    scopus 로고
    • FAOstat data last access: May 2014
    • FAOstat data: available at: http://faostat3.fao.org/home/E, last access: May 2014.
  • 23
    • 84862815648 scopus 로고    scopus 로고
    • Regionalization of a large-scale crop growth model for sub-Saharan Africa: Model setup, evaluation, and estimation of maize yields
    • Folberth, C., Gaiser, T., Abbaspour, K. C., Schulin, R., and Yang, H.: Regionalization of a large-scale crop growth model for sub-Saharan Africa: Model setup, evaluation, and estimation of maize yields, Agr. Ecosyst. Environ., 151, 21-33, 2012.
    • (2012) Agr. Ecosyst. Environ. , vol.151 , pp. 21-33
    • Folberth, C.1    Gaiser, T.2    Abbaspour, K.C.3    Schulin, R.4    Yang, H.5
  • 26
    • 71449112395 scopus 로고    scopus 로고
    • Validation and reliability of the EPIC model to simulate maize production in small-holder farming systems in tropical sub-humid West Africa and semi-arid Brazil
    • Gaiser, T., de Barros, I., Sereke, F., and Lange, F.-M.: Validation and reliability of the EPIC model to simulate maize production in small-holder farming systems in tropical sub-humid West Africa and semi-arid Brazil, Agr. Ecosyst. Environ., 135, 318-327, 2010.
    • (2010) Agr. Ecosyst. Environ. , vol.135 , pp. 318-327
    • Gaiser, T.1    De Barros, I.2    Sereke, F.3    Lange, F.-M.4
  • 27
    • 0033865059 scopus 로고    scopus 로고
    • Scaling-up crop models for climate variability applications
    • Hansen, J. W. and Jones, J. W.: Scaling-up crop models for climate variability applications, Agr. Syst., 65, 43-72, 2000.
    • (2000) Agr. Syst. , vol.65 , pp. 43-72
    • Hansen, J.W.1    Jones, J.W.2
  • 29
    • 84922969515 scopus 로고    scopus 로고
    • How do weather and climate influence cropping area and intensity?
    • Iizumi, T. and Ramankutty, N.: How do weather and climate influence cropping area and intensity?, Global Food Security, 4, 46-50, 2015.
    • (2015) Global Food Security , vol.4 , pp. 46-50
    • Iizumi, T.1    Ramankutty, N.2
  • 33
    • 31944437556 scopus 로고    scopus 로고
    • Simulating soil C dynamics with EPIC: Model description and testing against long-term data
    • Izaurralde, R. C., Williams, J. R., McGill, W. B., Rosenberg, N. J., and Jakas, M. C. Q.: Simulating soil C dynamics with EPIC: Model description and testing against long-term data, Ecol. Model., 192, 362-384, 2006.
    • (2006) Ecol. Model. , vol.192 , pp. 362-384
    • Izaurralde, R.C.1    Williams, J.R.2    McGill, W.B.3    Rosenberg, N.J.4    Jakas, M.C.Q.5
  • 34
    • 84882779422 scopus 로고    scopus 로고
    • Chapter 17-Development and Application of the EPIC Model for Carbon Cycle, Greenhouse Gas Mitigation, and Biofuel Studies
    • edited by: Liebig, M. A., Franzluebbers, A. J., and Follett, R. F., Academic Press, San Diego
    • Izaurralde, R. C., McGill, W. B., and Williams, J. R.: Chapter 17-Development and Application of the EPIC Model for Carbon Cycle, Greenhouse Gas Mitigation, and Biofuel Studies, in: Managing Agricultural Greenhouse Gases, edited by: Liebig, M. A., Franzluebbers, A. J., and Follett, R. F., Academic Press, San Diego, 2012.
    • (2012) Managing Agricultural Greenhouse Gases
    • Izaurralde, R.C.1    McGill, W.B.2    Williams, J.R.3
  • 38
    • 34548127393 scopus 로고    scopus 로고
    • Trends and Variability in U.S. Corn Yields over the Twentieth Century
    • Kucharik, C. J. and Ramankutty, N.: Trends and Variability in U.S. Corn Yields Over the Twentieth Century, Earth Interact., 9, 1-29, 2005.
    • (2005) Earth Interact. , vol.9 , pp. 1-29
    • Kucharik, C.J.1    Ramankutty, N.2
  • 40
    • 77958146520 scopus 로고    scopus 로고
    • Plotrix: A package in the red light district of R
    • Lemon, J.: Plotrix: a package in the red light district of R, R-News, 6, 8-12, 2006.
    • (2006) R-News , vol.6 , pp. 8-12
    • Lemon, J.1
  • 41
    • 84953911718 scopus 로고    scopus 로고
    • Influence of extreme weather disasters on global crop production
    • Lesk, C., Rowhani, P., and Ramankutty, N.: Influence of extreme weather disasters on global crop production, Nature, 529, 84-87, 2016.
    • (2016) Nature , vol.529 , pp. 84-87
    • Lesk, C.1    Rowhani, P.2    Ramankutty, N.3
  • 43
    • 84893452566 scopus 로고    scopus 로고
    • Implications of accounting for land use in simulations of ecosystem carbon cycling in Africa
    • Lindeskog, M., Arneth, A., Bondeau, A., Waha, K., Seaquist, J., Olin, S., and Smith, B.: Implications of accounting for land use in simulations of ecosystem carbon cycling in Africa, Earth Syst. Dynam., 4, 385-407, doi:10.5194/esd-4-385-2013, 2013.
    • (2013) Earth Syst. Dynam. , vol.4 , pp. 385-407
    • Lindeskog, M.1    Arneth, A.2    Bondeau, A.3    Waha, K.4    Seaquist, J.5    Olin, S.6    Smith, B.7
  • 44
    • 33947630883 scopus 로고    scopus 로고
    • GEPIC-modelling wheat yield and crop water productivity with high resolution on a global scale
    • Liu, J., Williams, J. R., Zehnder, A. J. B., and Yang, H.: GEPIC-modelling wheat yield and crop water productivity with high resolution on a global scale, Agr. Syst., 94, 478-493, 2007.
    • (2007) Agr. Syst. , vol.94 , pp. 478-493
    • Liu, J.1    Williams, J.R.2    Zehnder, A.J.B.3    Yang, H.4
  • 45
    • 84959159611 scopus 로고    scopus 로고
    • Global investigation of impacts of PET methods on simulating crop-water relations for maize
    • Liu, W., Yang, H., Folberth, C., Wang, X., Luo, Q., and Schulin, R.: Global investigation of impacts of PET methods on simulating crop-water relations for maize, Agr.Forest Meteorol., 221, 164-175, 2016.
    • (2016) Agr.Forest Meteorol. , vol.221 , pp. 164-175
    • Liu, W.1    Yang, H.2    Folberth, C.3    Wang, X.4    Luo, Q.5    Schulin, R.6
  • 46
    • 84892889936 scopus 로고    scopus 로고
    • Projecting future crop productivity for global economic modeling
    • Müller, C. and Robertson, R.: Projecting future crop productivity for global economic modeling, Agr. Econ., 45, 37-50, 2014.
    • (2014) Agr. Econ. , vol.45 , pp. 37-50
    • Müller, C.1    Robertson, R.2
  • 50
    • 84872919380 scopus 로고    scopus 로고
    • Variation in the global-scale impacts of climate change on crop productivity due to climate model uncertainty and adaptation
    • Osborne, T., Rose, G., and Wheeler, T.: Variation in the global-scale impacts of climate change on crop productivity due to climate model uncertainty and adaptation, Agr. Forest Meteorol., 170, 183-194, 2013.
    • (2013) Agr. Forest Meteorol. , vol.170 , pp. 183-194
    • Osborne, T.1    Rose, G.2    Wheeler, T.3
  • 52
    • 77954168912 scopus 로고    scopus 로고
    • MIRCA2000-Global monthly irrigated and rainfed crop areas around the year 2000: A new high-resolution data set for agricultural and hy-drological modeling
    • Portmann, F. T., Siebert, S., and Döll, P.: MIRCA2000-Global monthly irrigated and rainfed crop areas around the year 2000: A new high-resolution data set for agricultural and hy-drological modeling, Global Biogeochem. Cy., 24, Gb1011, doi:10.1029/2008gb003435, 2010.
    • (2010) Global Biogeochem. Cy. , vol.24 , pp. Gb1011
    • Portmann, F.T.1    Siebert, S.2    Döll, P.3
  • 55
    • 84930483345 scopus 로고    scopus 로고
    • Climate variation explains a third of global crop yield variability
    • Ray, D. K., Gerber, J. S., MacDonald, G. K., and West, P. C.: Climate variation explains a third of global crop yield variability, Nat. Commun., 6, doi:10.1038/ncomms6989, 2015.
    • (2015) Nat. Commun. , vol.6
    • Ray, D.K.1    Gerber, J.S.2    MacDonald, G.K.3    West, P.C.4
  • 56
    • 0028181936 scopus 로고
    • Potential impact of climate change on world food supply
    • Rosenzweig, C. and Parry, M. L.: Potential impact of climate change on world food supply, Nature, 367, 133-138, 1994.
    • (1994) Nature , vol.367 , pp. 133-138
    • Rosenzweig, C.1    Parry, M.L.2
  • 60
    • 84908516700 scopus 로고    scopus 로고
    • Climate forcing datasets for agricultural modeling: Merged products for gap-filling and historical climate series estimation
    • Ruane, A. C., Goldberg, R., and Chryssanthacopoulos, J.: Climate forcing datasets for agricultural modeling: Merged products for gap-filling and historical climate series estimation, Agr. Forest Meteorol., 200, 233-248, 2015.
    • (2015) Agr. Forest Meteorol. , vol.200 , pp. 233-248
    • Ruane, A.C.1    Goldberg, R.2    Chryssanthacopoulos, J.3
  • 64
    • 33746906726 scopus 로고    scopus 로고
    • Development of a 50-Year High-Resolution Global Dataset of Meteorological Forcings for Land Surface Modeling
    • Sheffield, J., Goteti, G., and Wood, E. F.: Development of a 50-Year High-Resolution Global Dataset of Meteorological Forcings for Land Surface Modeling, J. Climate, 19, 3088-3111, 2006.
    • (2006) J. Climate , vol.19 , pp. 3088-3111
    • Sheffield, J.1    Goteti, G.2    Wood, E.F.3
  • 66
    • 0035176885 scopus 로고    scopus 로고
    • Representation of vegetation dynamics in the modelling of terrestrial ecosystems: Comparing two contrasting approaches within European climate space
    • Smith, B., Prentice, I. C., and Sykes, M. T.: Representation of vegetation dynamics in the modelling of terrestrial ecosystems: comparing two contrasting approaches within European climate space, Global Ecol. Biogeogr., 10, 621-637, 2001.
    • (2001) Global Ecol. Biogeogr. , vol.10 , pp. 621-637
    • Smith, B.1    Prentice, I.C.2    Sykes, M.T.3
  • 67
    • 84902988156 scopus 로고    scopus 로고
    • Agricultural sciences in transition from 1800 to 2020: Exploring knowledge and creating impact
    • Spiertz, H.: Agricultural sciences in transition from 1800 to 2020: Exploring knowledge and creating impact, Eur. J. Agron., 59, 96-106, 2014.
    • (2014) Eur. J. Agron. , vol.59 , pp. 96-106
    • Spiertz, H.1
  • 68
    • 35748973892 scopus 로고    scopus 로고
    • Simulation of global crop production with the ecosystem model DayCent
    • Stehfest, E., Heistermann, M., Priess, J. A., Ojima, D. S., and Al-camo, J.: Simulation of global crop production with the ecosystem model DayCent, Ecol. Model., 209, 203-219, 2007.
    • (2007) Ecol. Model. , vol.209 , pp. 203-219
    • Stehfest, E.1    Heistermann, M.2    Priess, J.A.3    Ojima, D.S.4    Al-Camo, J.5
  • 69
    • 0034962651 scopus 로고    scopus 로고
    • Summarizing multiple aspects of model performance in a single diagram
    • Taylor, K. E.: Summarizing multiple aspects of model performance in a single diagram, J. Geophys. Res.-Atmos., 106, 7183-7192, 2001.
    • (2001) J. Geophys. Res.-Atmos. , vol.106 , pp. 7183-7192
    • Taylor, K.E.1
  • 71
    • 0024472366 scopus 로고
    • Atmospheric carbon dioxide at Mauna Loa Observatory: 2. Analysis of the NOAA GMCC data, 1974-1985
    • Thoning, K. W., Tans, P. P., and Komhyr, W. D.: Atmospheric carbon dioxide at Mauna Loa Observatory: 2. Analysis of the NOAA GMCC data, 1974-1985, J. Geophys. Res.-Atmos., 94, 8549-8565, 1989.
    • (1989) J. Geophys. Res.-Atmos. , vol.94 , pp. 8549-8565
    • Thoning, K.W.1    Tans, P.P.2    Komhyr, W.D.3
  • 72
  • 76
    • 84881061285 scopus 로고    scopus 로고
    • Climate change impacts on global food security
    • Wheeler, T. and von Braun, J.: Climate change impacts on global food security, Science, 341, 508-513, 2013.
    • (2013) Science , vol.341 , pp. 508-513
    • Wheeler, T.1    Von Braun, J.2
  • 78
    • 0003985740 scopus 로고    scopus 로고
    • Thesis for the degree of Doctor of Philosophy, Department of Physical Resource Theory, Chalmers University of Technology and Göteborg University, Göteborg, Sweden
    • Wirsenius, S.: Human Use of Land and Organic materials, 2000, Thesis for the degree of Doctor of Philosophy, Department of Physical Resource Theory, Chalmers University of Technology and Göteborg University, Göteborg, Sweden, 255 pp., 2000.
    • (2000) Human Use of Land and Organic Materials, 2000
    • Wirsenius, S.1
  • 82
    • 84899941474 scopus 로고    scopus 로고
    • Generating global crop distribution maps: From census to grid
    • You, L., Wood, S., Wood-Sichra, U., and Wu, W.: Generating global crop distribution maps: From census to grid, Agr. Syst., 127, 53-60, 2014b.
    • (2014) Agr. Syst. , vol.127 , pp. 53-60
    • You, L.1    Wood, S.2    Wood-Sichra, U.3    Wu, W.4


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