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Volumn 65, Issue , 2015, Pages 53-69

Variability of effects of spatial climate data aggregation on regional yield simulation by crop models

(33)  Hoffmann, H a   Zhao, G a   Van Bussel, L G J a,b   Enders, A a   Specka, X c   Sosa, C d   Yeluripati, J e,o   Tao, F f   Constantin, J g   Raynal, H g   Teixeira, E h   Grosz, B i   Doro, L j   Zhao, Z k   Wang, E k   Nendel, C c   Kersebaum, K C c   Haas, E l   Kiese, R l   Klatt, S l   more..


Author keywords

Crop simulation model; Input data; Model comparison; Scaling; Spatial aggregation effects; Variability; Yield simulation

Indexed keywords

ARABLE FARMING; CLIMATE CHANGE; DATA INTERPRETATION; MAIZE; PARAMETERIZATION; SPATIAL RESOLUTION;

EID: 84945578174     PISSN: 0936577X     EISSN: 16161572     Source Type: Journal    
DOI: 10.3354/cr01326     Document Type: Article
Times cited : (44)

References (72)
  • 1
    • 84877323878 scopus 로고    scopus 로고
    • Characteristic 'fingerprints' of crop model responses to weather input data at different spatial resolutions
    • Angulo C, Rötter R, Trnka M, Pirttioja N, Gaiser T, Hlavinka P, Ewert F (2013) Characteristic 'fingerprints' of crop model responses to weather input data at different spatial resolutions. Eur J Agron 49: 104-114
    • (2013) Eur J Agron , vol.49 , pp. 104-114
    • Angulo, C.1    Rötter, R.2    Trnka, M.3    Pirttioja, N.4    Gaiser, T.5    Hlavinka, P.6    Ewert, F.7
  • 3
    • 0034737039 scopus 로고    scopus 로고
    • Characteristic length scale of input data in distributed models: Implications for modeling grid size
    • Artan GA, Neale CMU, Tarboton DG (2000) Characteristic length scale of input data in distributed models: implications for modeling grid size. J Hydrol (Amst) 227: 128-139
    • (2000) J Hydrol (Amst) , vol.227 , pp. 128-139
    • Artan, G.A.1    Neale, C.M.U.2    Tarboton, D.G.3
  • 5
    • 1242345246 scopus 로고    scopus 로고
    • Simulated wheat growth affected by rising temperature, increased water deficit and elevated atmospheric CO2
    • Asseng S, Jamieson PD, Kimball B, Pinter P, Sayre K, Bowden JW, Howden SM (2004) Simulated wheat growth affected by rising temperature, increased water deficit and elevated atmospheric CO2. Field Crops Res 85: 85-102
    • (2004) Field Crops Res , vol.85 , pp. 85-102
    • Asseng, S.1    Jamieson, P.D.2    Kimball, B.3    Pinter, P.4    Sayre, K.5    Bowden, J.W.6    Howden, S.M.7
  • 6
    • 84870292711 scopus 로고    scopus 로고
    • An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems
    • Bergez JE, Chabrier P, Gary C, Jeuffroy MH and others (2013) An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems. Environ Model Softw 39: 39-49
    • (2013) Environ Model Softw , vol.39 , pp. 39-49
    • Bergez, J.E.1    Chabrier, P.2    Gary, C.3    Jeuffroy, M.H.4
  • 7
    • 63849144652 scopus 로고    scopus 로고
    • Assessing the impact of land use change on hydrology by ensemble modelling (LUCHEM) IV: Model sensitivity to data aggregation and spatial (re-)distribution
    • Bormann H, Breuer L, Graeff T, Huisman JA, Croke B (2009) Assessing the impact of land use change on hydrology by ensemble modelling (LUCHEM) IV: model sensitivity to data aggregation and spatial (re-)distribution. Adv Water Resour 32: 171-192
    • (2009) Adv Water Resour , vol.32 , pp. 171-192
    • Bormann, H.1    Breuer, L.2    Graeff, T.3    Huisman, J.A.4    Croke, B.5
  • 8
    • 7844245054 scopus 로고    scopus 로고
    • STICS: A generic model for the simulation of crops and their water and nitrogen balances. 1. Theory and para meterization applied to wheat and corn
    • Brisson N, Mary B, Ripoche D, JeuffroyMHand others (1998) STICS: a generic model for the simulation of crops and their water and nitrogen balances. 1. Theory and para meterization applied to wheat and corn. Agronomie 18: 311-346
    • (1998) Agronomie , vol.18 , pp. 311-346
    • Brisson, N.1    Mary, B.2    Ripoche, D.3    Jeuffroy, M.H.4
  • 10
    • 0027384429 scopus 로고
    • Response of a distributed watershed erosion model to variations in input data aggregation levels
    • Brown DG, Bian L, Walsh SJ (1993) Response of a distributed watershed erosion model to variations in input data aggregation levels. Comput Geosci 19: 499-509
    • (1993) Comput Geosci , vol.19 , pp. 499-509
    • Brown, D.G.1    Bian, L.2    Walsh, S.J.3
  • 11
    • 0024190606 scopus 로고
    • Aggregation and consistency problems in theoretical-models of exploitative resource competition
    • Cale WG, O'Neill RV (1988) Aggregation and consistency problems in theoretical-models of exploitative resource competition. Ecol Model 40: 97-109
    • (1988) Ecol Model , vol.40 , pp. 97-109
    • Cale, W.G.1    O'Neill, R.V.2
  • 12
    • 0010610591 scopus 로고
    • Aggregation error in non-linear ecological models
    • Cale WG, O'Neill RV, Gardner RH (1983) Aggregation error in non-linear ecological models. J Theor Biol 100: 539-550
    • (1983) J Theor Biol , vol.100 , pp. 539-550
    • Cale, W.G.1    O'Neill, R.V.2    Gardner, R.H.3
  • 13
    • 77952667388 scopus 로고    scopus 로고
    • Modeling wheat and maize productivity as affected by climate variation and irrigation supply in North China Plain
    • Chen C, Wang E, Yu Q (2010) Modeling wheat and maize productivity as affected by climate variation and irrigation supply in North China Plain. Agron J 102: 1037-1049
    • (2010) Agron J , vol.102 , pp. 1037-1049
    • Chen, C.1    Wang, E.2    Yu, Q.3
  • 14
    • 0033048696 scopus 로고    scopus 로고
    • Large-scale simulation of wheat yields in a semi-arid environment using a crop-growth model
    • Chipanshi AC, Ripley EA, Lawford RG (1999) Large-scale simulation of wheat yields in a semi-arid environment using a crop-growth model. Agric Syst 59: 57-66
    • (1999) Agric Syst , vol.59 , pp. 57-66
    • Chipanshi, A.C.1    Ripley, E.A.2    Lawford, R.G.3
  • 15
    • 84945579822 scopus 로고    scopus 로고
    • Cologne District Council (Bezirksregierung Köln) (accessed on 15 December 2014)
    • Cologne District Council (Bezirksregierung Köln) (2013) Nord rhein-Westfalen in Zahlen und Geodaten. Available at www.bezreg-koeln.nrw.de/brk-internet/publikationen/abteilung07/pub-geobasis-nrw.pdf (accessed on 15 December 2014)
    • (2013) Nord Rhein-Westfalen in Zahlen und Geodaten
  • 16
    • 65649145863 scopus 로고    scopus 로고
    • Modelling of nitrogen leaching under complex winter wheat and red clover crop rotation on a drained agricultural field
    • Conrad Y, Fohrer N (2009) Modelling of nitrogen leaching under complex winter wheat and red clover crop rotation on a drained agricultural field. Phys Chem Earth 34: 530-540
    • (2009) Phys Chem Earth , vol.34 , pp. 530-540
    • Conrad, Y.1    Fohrer, N.2
  • 17
    • 33244457825 scopus 로고    scopus 로고
    • Spatial resolution of precipitation and radiation: The effect on regional crop yield forecasts
    • De Wit AJW, Boogaard HL, Van Diepen CA (2005) Spatial resolution of precipitation and radiation: the effect on regional crop yield forecasts. Agric For Meteorol 135: 156-168
    • (2005) Agric for Meteorol , vol.135 , pp. 156-168
    • De Wit, A.J.W.1    Boogaard, H.L.2    Van Diepen, C.A.3
  • 20
    • 84872332058 scopus 로고    scopus 로고
    • Effects of spatial aggregation on the multi-scale estimation of evapotranspiration
    • Ershadi A, McCabe MF, Evans JP, Walker JP (2013) Effects of spatial aggregation on the multi-scale estimation of evapotranspiration. Remote Sens Environ 131: 51-62
    • (2013) Remote Sens Environ , vol.131 , pp. 51-62
    • Ershadi, A.1    McCabe, M.F.2    Evans, J.P.3    Walker, J.P.4
  • 21
    • 0033382588 scopus 로고    scopus 로고
    • Yield potential: Its definition, measurement, and significance
    • Evans LT, Fisher RA (1999) Yield potential: its definition, measurement, and significance. Crop Sci 39: 1544-1551
    • (1999) Crop Sci , vol.39 , pp. 1544-1551
    • Evans, L.T.1    Fisher, R.A.2
  • 23
    • 84923034027 scopus 로고    scopus 로고
    • Impact of data resolution on heat and drought stress simulated for winter wheat in Germany
    • Eyshi Rezaei E, Siebert S, Ewert F (2015) Impact of data resolution on heat and drought stress simulated for winter wheat in Germany. Eur J Agron 65: 69-82
    • (2015) Eur J Agron , vol.65 , pp. 69-82
    • Eyshi Rezaei, E.1    Siebert, S.2    Ewert, F.3
  • 24
    • 84860362268 scopus 로고    scopus 로고
    • Impact of input data resolution and extent of harvested areas on crop yield estimates in large-scale agricultural modeling for maize in the USA
    • Folberth C, Yang H, Wang X, Abbaspour KC (2012) Impact of input data resolution and extent of harvested areas on crop yield estimates in large-scale agricultural modeling for maize in the USA. Ecol Model 235-236: 8-18
    • (2012) Ecol Model , vol.235-236 , pp. 8-18
    • Folberth, C.1    Yang, H.2    Wang, X.3    Abbaspour, K.C.4
  • 25
    • 0020450056 scopus 로고
    • Robust analysis of aggregation error
    • Gardner RH, Cale WG, O'Neill RV (1982) Robust analysis of aggregation error. Ecology 63: 1771-1779
    • (1982) Ecology , vol.63 , pp. 1771-1779
    • Gardner, R.H.1    Cale, W.G.2    O'Neill, R.V.3
  • 26
    • 0242349784 scopus 로고    scopus 로고
    • The effect of spatial aggregation on the skill of seasonal precipitation forecasts
    • Gong X, Barnston AG, Ward MN (2003) The effect of spatial aggregation on the skill of seasonal precipitation forecasts. J Clim 16: 3059-3071
    • (2003) J Clim , vol.16 , pp. 3059-3071
    • Gong, X.1    Barnston, A.G.2    Ward, M.N.3
  • 27
    • 84880365905 scopus 로고    scopus 로고
    • Response of chestnut phenology in China to climate variation and change
    • Guo L, Dai J, Ranjitkar S, Xu J, Luedeling E (2013) Response of chestnut phenology in China to climate variation and change. Agric For Meteorol 180: 164-172
    • (2013) Agric for Meteorol , vol.180 , pp. 164-172
    • Guo, L.1    Dai, J.2    Ranjitkar, S.3    Xu, J.4    Luedeling, E.5
  • 28
    • 84876073593 scopus 로고    scopus 로고
    • LandscapeDNDC: A process model for simulation of biosphereatmosphere hydrosphere exchange processes at site and regional scale
    • Haas E, Klatt S, Fröhlich A, Kraft P and others (2012) LandscapeDNDC: a process model for simulation of biosphereatmosphere hydrosphere exchange processes at site and regional scale. Landscape Ecol 28: 615-636
    • (2012) Landscape Ecol , vol.28 , pp. 615-636
    • Haas, E.1    Klatt, S.2    Fröhlich, A.3    Kraft, P.4
  • 29
    • 0033865059 scopus 로고    scopus 로고
    • Scaling-up crop models for climate variability applications
    • Hansen JW, Jones JW (2000) Scaling-up crop models for climate variability applications. Agric Syst 65: 43-72
    • (2000) Agric Syst , vol.65 , pp. 43-72
    • Hansen, J.W.1    Jones, J.W.2
  • 30
    • 34250748467 scopus 로고    scopus 로고
    • Translating climate forecasts into agricultural terms: Advances and challenges
    • Hansen JW, Challinor A, Ines A, Wheeler T, Moron V (2006) Translating climate forecasts into agricultural terms: advances and challenges. Clim Res 33: 27-41
    • (2006) Clim Res , vol.33 , pp. 27-41
    • Hansen, J.W.1    Challinor, A.2    Ines, A.3    Wheeler, T.4    Moron, V.5
  • 31
    • 14344258903 scopus 로고    scopus 로고
    • Assessment of the effect of land use patterns on hydrologic landscape functions: A comprehensive GIS-based tool to minimize model uncertainty resulting from spatial aggregation
    • Haverkamp S, Fohrer N, Frede HG (2005) Assessment of the effect of land use patterns on hydrologic landscape functions: a comprehensive GIS-based tool to minimize model uncertainty resulting from spatial aggregation. Hydrol Process 19: 715-727
    • (2005) Hydrol Process , vol.19 , pp. 715-727
    • Haverkamp, S.1    Fohrer, N.2    Frede, H.G.3
  • 32
    • 0032925759 scopus 로고    scopus 로고
    • Spatial aggregation and soil process modelling
    • Heuvelink GBM, Pebesma EJ (1999) Spatial aggregation and soil process modelling. Geoderma 89: 47-65
    • (1999) Geoderma , vol.89 , pp. 47-65
    • Heuvelink, G.B.M.1    Pebesma, E.J.2
  • 33
    • 84867102727 scopus 로고    scopus 로고
    • Meteorologically consistent bias correction of climate time series for agricultural models
    • Hoffmann H, Rath T (2012) Meteorologically consistent bias correction of climate time series for agricultural models. Theor Appl Climatol 110: 129-141
    • (2012) Theor Appl Climatol , vol.110 , pp. 129-141
    • Hoffmann, H.1    Rath, T.2
  • 34
    • 84885117420 scopus 로고    scopus 로고
    • Future bloom and blossom frost risk for Malus domestica considering climate model and impact model uncertainties
    • Hoffmann H, Rath T (2013) Future bloom and blossom frost risk for Malus domestica considering climate model and impact model uncertainties. PLoS ONE 8 doi: 10.1371/journal. pone.0075033
    • (2013) PLoS ONE , vol.8
    • Hoffmann, H.1    Rath, T.2
  • 35
    • 84912069019 scopus 로고    scopus 로고
    • APSIM-evolution towards a new generation of agricultural systems simulation
    • Holzworth DP, Huth NI, De Voil PG, Zurcher EJ and others (2014) APSIM-evolution towards a new generation of agricultural systems simulation. Environ Model Softw 62: 327-350
    • (2014) Environ Model Softw , vol.62 , pp. 327-350
    • Holzworth, D.P.1    Huth, N.I.2    De Voil, P.G.3    Zurcher, E.J.4
  • 36
    • 0005201733 scopus 로고    scopus 로고
    • Royal Institute of Technology, Department of Civil and Environmental Engineering, Stockholm (accessed on 15 December 2014)
    • Jansson PE, Karlberg L (2004) Coupled heat and mass transfer model for soil-plant-atmosphere systems. Royal Institute of Technology, Department of Civil and Environmental Engineering, Stockholm. Available at http://www2.lwr.kth.se/Vara%20Datorprogram/CoupModel/NetHelp/default.htm (accessed on 15 December 2014)
    • (2004) Coupled Heat and Mass Transfer Model for Soil-plant-atmosphere Systems
    • Jansson, P.E.1    Karlberg, L.2
  • 37
    • 0037232266 scopus 로고    scopus 로고
    • An overview of APSIM, a model designed for farming systems simulation
    • Keating BA, Carberry PS, Hammer GL, ProbertME and others (2003) An overview of APSIM, a model designed for farming systems simulation. Eur J Agron 18: 267-288
    • (2003) Eur J Agron , vol.18 , pp. 267-288
    • Keating, B.A.1    Carberry, P.S.2    Hammer, G.L.3    Probert, M.E.4
  • 38
    • 33846443235 scopus 로고    scopus 로고
    • Modelling nitrogen dynamics in soilcrop systems with HERMES
    • Kersebaum KC (2007) Modelling nitrogen dynamics in soilcrop systems with HERMES. Nutr Cycl Agroecosyst 77: 39-52
    • (2007) Nutr Cycl Agroecosyst , vol.77 , pp. 39-52
    • Kersebaum, K.C.1
  • 39
    • 85102450321 scopus 로고    scopus 로고
    • Special features of the HERMES model and additional procedures for parameterization, calibration, validation, and applications
    • Ahuja LR, Ma L (eds), American Society of Agronomy, Crop Science Society of America, Soil Science Society of America, Madison, WI
    • Kersebaum KC (2011) Special features of the HERMES model and additional procedures for parameterization, calibration, validation, and applications. In: Ahuja LR, Ma L (eds) Methods of introducing system models into agricultural research. Advances in Agricultural Systems Modeling Series 2. American Society of Agronomy, Crop Science Society of America, Soil Science Society of America, Madison, WI, p 65-94
    • (2011) Methods of Introducing System Models into Agricultural Research. Advances in Agricultural Systems Modeling Series 2 , pp. 65-94
    • Kersebaum, K.C.1
  • 40
    • 84919632161 scopus 로고    scopus 로고
    • A new Landscape DNDC biogeochemical module to predict CH4 and N2O emissions from lowland rice and upland cropping systems
    • Kraus D, Weller S, Klatt S, Haas E, Wassmann R, Kiese R, Butterbach-Bahl K (2015) A new Landscape DNDC biogeochemical module to predict CH4 and N2O emissions from lowland rice and upland cropping systems. Plant Soil 386: 125-149
    • (2015) Plant Soil , vol.386 , pp. 125-149
    • Kraus, D.1    Weller, S.2    Klatt, S.3    Haas, E.4    Wassmann, R.5    Kiese, R.6    Butterbach-Bahl, K.7
  • 41
    • 30344435944 scopus 로고    scopus 로고
    • Accounting for change support in spatial accuracy assessment of modelled soil mineral phosphorus concentration
    • Leopold U, Heuvelink GBM, Tiktak A, Finke PA, Schou mans O (2006) Accounting for change support in spatial accuracy assessment of modelled soil mineral phosphorus concentration. Geoderma 130: 368-386
    • (2006) Geoderma , vol.130 , pp. 368-386
    • Leopold, U.1    Heuvelink, G.B.M.2    Tiktak, A.3    Finke, P.A.4    Schou mans, O.5
  • 42
    • 9944256544 scopus 로고    scopus 로고
    • Impact of spatial and temporal aggregation of input parameters on the assessment of irrigation scheme performance
    • Lorite IJ, Mateos L, Fereres E (2005) Impact of spatial and temporal aggregation of input parameters on the assessment of irrigation scheme performance. J Hydrol (Amst) 300: 286-299
    • (2005) J Hydrol (Amst) , vol.300 , pp. 286-299
    • Lorite, I.J.1    Mateos, L.2    Fereres, E.3
  • 43
    • 84857714119 scopus 로고    scopus 로고
    • Partial Least Squares Regression for analyzing walnut phenology in California
    • Luedeling E, Gassner A (2012) Partial Least Squares Regression for analyzing walnut phenology in California. Agric For Meteorol 158-159: 43-52
    • (2012) Agric for Meteorol , vol.158-159 , pp. 43-52
    • Luedeling, E.1    Gassner, A.2
  • 44
    • 0024830592 scopus 로고
    • Geographical perspectives of space, time, and scale
    • Meentemeyer V (1989) Geographical perspectives of space, time, and scale. Landscape Ecol 3: 163-173
    • (1989) Landscape Ecol , vol.3 , pp. 163-173
    • Meentemeyer, V.1
  • 45
    • 23744477287 scopus 로고    scopus 로고
    • The Matérn function as general model for soil variograms
    • Minasny B, McBratney AB (2005) The Matérn function as general model for soil variograms. Geoderma 128: 192-207
    • (2005) Geoderma , vol.128 , pp. 192-207
    • Minasny, B.1    McBratney, A.B.2
  • 46
    • 79953297665 scopus 로고    scopus 로고
    • The MONICA model: Testing predictability for crop growth, soil moisture and nitrogen dynamics
    • Nendel C, Berg M, Kersebaum KC, Mirschel W and others (2011) The MONICA model: testing predictability for crop growth, soil moisture and nitrogen dynamics. Ecol Model 222: 1614-1625
    • (2011) Ecol Model , vol.222 , pp. 1614-1625
    • Nendel, C.1    Berg, M.2    Kersebaum, K.C.3    Mirschel, W.4
  • 48
    • 0033594239 scopus 로고    scopus 로고
    • Effects of spatial aggregation on predictions of forest climate change response
    • Nungesser MK, Joyce LA, McGuire AD (1999) Effects of spatial aggregation on predictions of forest climate change response. Clim Res 11: 109-124
    • (1999) Clim Res , vol.11 , pp. 109-124
    • Nungesser, M.K.1    Joyce, L.A.2    McGuire, A.D.3
  • 50
    • 0028983610 scopus 로고
    • The effects of aggregating subgrid land-surface variation on large-scale estimates of net primary production
    • Pierce LL, Running SW (1995) The effects of aggregating subgrid land-surface variation on large-scale estimates of net primary production. Landscape Ecol 10: 239-253
    • (1995) Landscape Ecol , vol.10 , pp. 239-253
    • Pierce, L.L.1    Running, S.W.2
  • 51
    • 65849118417 scopus 로고    scopus 로고
    • AquaCrop the FAO crop model to simulate yield response to water. II. Main algorithms and software description
    • Raes D, Steduto P, Hsiao TC, Fereres E (2009) AquaCrop the FAO crop model to simulate yield response to water. II. Main algorithms and software description. Agron J 101: 438-447
    • (2009) Agron J , vol.101 , pp. 438-447
    • Raes, D.1    Steduto, P.2    Hsiao, T.C.3    Fereres, E.4
  • 53
    • 77949269039 scopus 로고    scopus 로고
    • LINTUL3, a simulation model for nitrogen-limited situations: Application to rice
    • Shibu ME, Leffelaar PA, van Keulen H, Aggarwal PK (2010) LINTUL3, a simulation model for nitrogen-limited situations: application to rice. Eur J Agron 32: 255-271
    • (2010) Eur J Agron , vol.32 , pp. 255-271
    • Shibu, M.E.1    Leffelaar, P.A.2    Van Keulen, H.3    Aggarwal, P.K.4
  • 54
    • 84945589338 scopus 로고    scopus 로고
    • Statistische Ämter des Bundes und der Länder (accessed on 8 May 2014)
    • Statistische Ämter des Bundes und der Länder (2013) Regio nal datenbank Deutschland. Available at https://www.regionalstatistik.de/genesis/online/logon (accessed on 8 May 2014)
    • (2013) Regio Nal Datenbank Deutschland
  • 56
    • 4544276151 scopus 로고    scopus 로고
    • Spatial aggregation effects on the simulation of landscape pattern and ecological processes in southern California plant communities
    • Syphard AD, Franklin J (2004) Spatial aggregation effects on the simulation of landscape pattern and ecological processes in southern California plant communities. Ecol Model 180: 21-40
    • (2004) Ecol Model , vol.180 , pp. 21-40
    • Syphard, A.D.1    Franklin, J.2
  • 57
    • 84872896888 scopus 로고    scopus 로고
    • Climate change, wheat productivity and water use in the North China Plain: A new superensemble based probabilistic projection
    • Tao F, Zhang Z (2013) Climate change, wheat productivity and water use in the North China Plain: a new superensemble based probabilistic projection. Agric For Meteorol 170: 146-166
    • (2013) Agric for Meteorol , vol.170 , pp. 146-166
    • Tao, F.1    Zhang, Z.2
  • 58
    • 59349100515 scopus 로고    scopus 로고
    • Modeling the impacts of weather and climate variability on crop productivity over a large area: A new process-based model development, optimization, and uncertainties analysis
    • Tao F, Yokozawa M, Zhang Z (2009) Modeling the impacts of weather and climate variability on crop productivity over a large area: a new process-based model development, optimization, and uncertainties analysis. Agric For Meteorol 149: 831-850
    • (2009) Agric for Meteorol , vol.149 , pp. 831-850
    • Tao, F.1    Yokozawa, M.2    Zhang, Z.3
  • 59
    • 0034962651 scopus 로고    scopus 로고
    • Summarizing multiple aspects of model performance in a single diagram
    • Taylor KE (2001) Summarizing multiple aspects of model performance in a single diagram. J Geophys Res 106: 7183-7192
    • (2001) J Geophys Res , vol.106 , pp. 7183-7192
    • Taylor, K.E.1
  • 62
    • 0030749479 scopus 로고    scopus 로고
    • Concepts in production ecology for analysis and quantification of agricultural input-output combinations
    • Van Ittersum MK, Rabbinge R (1997) Concepts in production ecology for analysis and quantification of agricultural input-output combinations. Field Crops Res 52: 197-208
    • (1997) Field Crops Res , vol.52 , pp. 197-208
    • Van Ittersum, M.K.1    Rabbinge, R.2
  • 64
    • 85027939560 scopus 로고    scopus 로고
    • AquaCrop: FAO'S crop water productivity and yield response model
    • Vanuytrecht E, Raes D, Steduto P, Hsiao TC and others (2014) AquaCrop: FAO'S crop water productivity and yield response model. Environ Model Softw 62: 351-360
    • (2014) Environ Model Softw , vol.62 , pp. 351-360
    • Vanuytrecht, E.1    Raes, D.2    Steduto, P.3    Hsiao, T.C.4
  • 66
    • 0036916471 scopus 로고    scopus 로고
    • Development of a generic crop model template in the cropping system model APSIM
    • Wang E, Robertson M, Hammer G, Carberry P and others (2002) Development of a generic crop model template in the cropping system model APSIM. Eur J Agron 18: 121-140
    • (2002) Eur J Agron , vol.18 , pp. 121-140
    • Wang, E.1    Robertson, M.2    Hammer, G.3    Carberry, P.4
  • 67
    • 79960190273 scopus 로고    scopus 로고
    • Errors in modeling carbon turnover induced by temporal temperature aggregation
    • Weihermüller L, Huisman JA, Graf A, Herbst M, Vereecken H (2011) Errors in modeling carbon turnover induced by temporal temperature aggregation. Vadose Zone J 10: 195-205
    • (2011) Vadose Zone J , vol.10 , pp. 195-205
    • Weihermüller, L.1    Huisman, J.A.2    Graf, A.3    Herbst, M.4    Vereecken, H.5
  • 68
    • 0002902437 scopus 로고
    • The EPIC model
    • Singh VP (ed), Water Resources Publications, Highland Ranch, CO
    • Williams JR (1995) The EPIC model. In: Singh VP (ed) Computer models of watershed hydrology. Water Resources Publications, Highland Ranch, CO, p 909-1000
    • (1995) Computer Models of Watershed Hydrology , pp. 909-1000
    • Williams, J.R.1
  • 72
    • 84940513077 scopus 로고    scopus 로고
    • Effect of weather data aggregation on regional crop simulation for different crops, production conditions, and response variables
    • Zhao G, Hoffmann H, Van Bussel LGJ, Enders A and others (2015b) Effect of weather data aggregation on regional crop simulation for different crops, production conditions, and response variables. Clim Res 65:141-157
    • (2015) Clim Res , vol.65 , pp. 141-157
    • Zhao, G.1    Hoffmann, H.2    Van Bussel, L.G.J.3    Enders, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.