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Volumn 234-235, Issue , 2017, Pages 136-148

Data requirement for effective calibration of process-based crop models

Author keywords

APSIM; Canola; Equifinality; Parameterization; Plant density

Indexed keywords

AGRICULTURAL MODELING; BAYESIAN ANALYSIS; CALIBRATION; CANOLA; CULTIVAR; ERROR ANALYSIS; MODEL VALIDATION; NUMERICAL MODEL; PARAMETERIZATION; SOWING DATE; UNCERTAINTY ANALYSIS;

EID: 85008225470     PISSN: 01681923     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agrformet.2016.12.015     Document Type: Article
Times cited : (88)

References (35)
  • 1
    • 84872934055 scopus 로고    scopus 로고
    • Implication of crop model calibration strategies for assessing regional impacts of climate change in Europe
    • Angulo, C., Rötter, R., Lock, R., Enders, A., Fronzek, S., Ewert, F., Implication of crop model calibration strategies for assessing regional impacts of climate change in Europe. Agric. For. Meteorol. 170 (2013), 32–46, 10.1016/j.agrformet.2012.11.017.
    • (2013) Agric. For. Meteorol. , vol.170 , pp. 32-46
    • Angulo, C.1    Rötter, R.2    Lock, R.3    Enders, A.4    Fronzek, S.5    Ewert, F.6
  • 2
    • 84883377040 scopus 로고    scopus 로고
    • Uncertainty in simulating wheat yields under climate change
    • Asseng, S., Ewert, F., Rosenzweig, C., et al. Uncertainty in simulating wheat yields under climate change. Nat. Clim. Chang. 3 (2013), 827–832, 10.1038/nclimate1916.
    • (2013) Nat. Clim. Chang. , vol.3 , pp. 827-832
    • Asseng, S.1    Ewert, F.2    Rosenzweig, C.3
  • 3
    • 84901927473 scopus 로고    scopus 로고
    • How do various maize crop models vary in their responses to climate change factors?
    • Bassu, S., Brisson, N., Durand, J.L., et al. How do various maize crop models vary in their responses to climate change factors?. Glob. Chang. Biol. 20 (2014), 2301–2320, 10.1111/gcb.12520.
    • (2014) Glob. Chang. Biol. , vol.20 , pp. 2301-2320
    • Bassu, S.1    Brisson, N.2    Durand, J.L.3
  • 4
  • 6
    • 85008155921 scopus 로고    scopus 로고
    • Comparative Study on Growth Development and Yield of Different Maturity Canola Varieties in Early and Late Sowing Date. Master Thesis
    • Huazhong Agricultural University
    • Chen, X., Comparative Study on Growth Development and Yield of Different Maturity Canola Varieties in Early and Late Sowing Date. Master Thesis. 2013, Huazhong Agricultural University.
    • (2013)
    • Chen, X.1
  • 7
    • 84887889664 scopus 로고    scopus 로고
    • Parameter identification of the STICS crop model, using an accelerated formal MCMC approach
    • Dumont, B., Parameter identification of the STICS crop model, using an accelerated formal MCMC approach. Environ. Model. Softw. 52 (2014), 121–135, 10.1016/j.envsoft.2013.10.022.
    • (2014) Environ. Model. Softw. , vol.52 , pp. 121-135
    • Dumont, B.1
  • 8
    • 0036408403 scopus 로고    scopus 로고
    • Simulating phenology and yield response of canola to sowing date in Western Australia using the APSIM model
    • Farré, I., Robertson, M.J., Walton, G.H., Asseng, S., Simulating phenology and yield response of canola to sowing date in Western Australia using the APSIM model. Aust. J. Agric. Res. 53 (2002), 1155–1164, 10.1071/AR02031.
    • (2002) Aust. J. Agric. Res. , vol.53 , pp. 1155-1164
    • Farré, I.1    Robertson, M.J.2    Walton, G.H.3    Asseng, S.4
  • 9
    • 27644476939 scopus 로고    scopus 로고
    • Trait physiology and crop modelling as a framework to link phenotypic complexity to underlying genetic systems
    • Hammer, G.L., Chapman, S., Van Oosterom, E., Podlich, D.W., Trait physiology and crop modelling as a framework to link phenotypic complexity to underlying genetic systems. Aust. J. Agric. Res. 56 (2005), 947–960, 10.1071/AR05157.
    • (2005) Aust. J. Agric. Res. , vol.56 , pp. 947-960
    • Hammer, G.L.1    Chapman, S.2    Van Oosterom, E.3    Podlich, D.W.4
  • 10
    • 84860641087 scopus 로고    scopus 로고
    • Deficit irrigation of rapeseed for water-saving: Effects on biomass accumulation, light interception and radiation use efficiency under different N rates
    • Hamzei, J., Soltani, J., Deficit irrigation of rapeseed for water-saving: Effects on biomass accumulation, light interception and radiation use efficiency under different N rates. Agric. Ecosyst. Environ. 155 (2012), 153–160, 10.1016/j.agee.2012.04.003.
    • (2012) Agric. Ecosyst. Environ. , vol.155 , pp. 153-160
    • Hamzei, J.1    Soltani, J.2
  • 11
    • 84989924139 scopus 로고    scopus 로고
    • Uncertainty in canola phenology modelling induced by cultivar parameterization and its impact on simulated yield
    • He, D., Wang, E., Wang, J., et al. Uncertainty in canola phenology modelling induced by cultivar parameterization and its impact on simulated yield. Agric. For. Meteorol. 232 (2017), 163–175.
    • (2017) Agric. For. Meteorol. , vol.232 , pp. 163-175
    • He, D.1    Wang, E.2    Wang, J.3
  • 12
    • 84927717735 scopus 로고    scopus 로고
    • Crop modelling based analysis of site-specific production limitations of winter oilseed rape in northern Germany
    • Hoffmann, M.P., Jacobs, A., Whitbread, A.M., Crop modelling based analysis of site-specific production limitations of winter oilseed rape in northern Germany. Field Crop Res. 178 (2015), 49–62, 10.1016/j.fcr.2015.03.018.
    • (2015) Field Crop Res. , vol.178 , pp. 49-62
    • Hoffmann, M.P.1    Jacobs, A.2    Whitbread, A.M.3
  • 13
    • 84912069019 scopus 로고    scopus 로고
    • APSIM – Evolution towards a new generation of agricultural systems simulation
    • Holzworth, D.P., Huth, N.I., DeVoil, P.G., et al. APSIM – Evolution towards a new generation of agricultural systems simulation. Environ. Model. Softw. 62 (2014), 327–350, 10.1016/j.envsoft.2014.07.009.
    • (2014) Environ. Model. Softw. , vol.62 , pp. 327-350
    • Holzworth, D.P.1    Huth, N.I.2    DeVoil, P.G.3
  • 14
    • 84912065139 scopus 로고    scopus 로고
    • Agricultural production systems modelling and software: current status and future prospects
    • Holzworth, D.P., Snow, V., Janssen, S., et al. Agricultural production systems modelling and software: current status and future prospects. Environ. Model. Softw. 72 (2015), 276–286, 10.1016/j.envsoft.2014.12.013.
    • (2015) Environ. Model. Softw. , vol.72 , pp. 276-286
    • Holzworth, D.P.1    Snow, V.2    Janssen, S.3
  • 15
    • 0002753743 scopus 로고    scopus 로고
    • Data for Model Operation, Calibration, and Evaluation, In: Understanding Options for Agricultural Production
    • Springer Netherlands
    • Hunt, L.A., Boote, K.J., Data for Model Operation, Calibration, and Evaluation, In: Understanding Options for Agricultural Production. 1998, Springer, Netherlands, 9–39, 10.1007/978-94-017-3624-4_2.
    • (1998) , pp. 9-39
    • Hunt, L.A.1    Boote, K.J.2
  • 16
    • 0033842091 scopus 로고    scopus 로고
    • Effect of crop nitrogen status and temperature on the radiation use efficiency of winter oilseed rape
    • Justes, E., Denoroy, P., Gabrielle, B., Gosse, G., Effect of crop nitrogen status and temperature on the radiation use efficiency of winter oilseed rape. Eur. J. Agron., 2000, 165–177, 10.1016/s1161-0301(00)00072-1.
    • (2000) Eur. J. Agron. , pp. 165-177
    • Justes, E.1    Denoroy, P.2    Gabrielle, B.3    Gosse, G.4
  • 17
    • 84930811117 scopus 로고    scopus 로고
    • Analysis and classification of data sets for calibration and validation of agro-ecosystem models
    • Kersebaum, K.C., Boote, K.J., Jorgenson, J.S., Nendel, C., et al. Analysis and classification of data sets for calibration and validation of agro-ecosystem models. Environ. Model. Softw. 72 (2015), 402–417, 10.1016/j.envsoft.2015.05.009.
    • (2015) Environ. Model. Softw. , vol.72 , pp. 402-417
    • Kersebaum, K.C.1    Boote, K.J.2    Jorgenson, J.S.3    Nendel, C.4
  • 18
    • 84885431011 scopus 로고    scopus 로고
    • Negative effects of climate warming on maize yield are reversed by the changing of sowing date and cultivar selection in Northeast China
    • Liu, Z., Hubbard, K.G., Lin, X., Yang, X., Negative effects of climate warming on maize yield are reversed by the changing of sowing date and cultivar selection in Northeast China. Glob. Chang. Biol. 19 (2013), 3481–3492, 10.1111/gcb.12324.
    • (2013) Glob. Chang. Biol. , vol.19 , pp. 3481-3492
    • Liu, Z.1    Hubbard, K.G.2    Lin, X.3    Yang, X.4
  • 19
    • 84865217551 scopus 로고    scopus 로고
    • Study on Sowing Date Effect on Development of Rapeseed (Brassica Napus L.) Master Thesis
    • Huazhong Agriculture University
    • Liu, Z., Study on Sowing Date Effect on Development of Rapeseed (Brassica Napus L.) Master Thesis. 2008, Huazhong Agriculture University.
    • (2008)
    • Liu, Z.1
  • 20
    • 84938300392 scopus 로고    scopus 로고
    • Convergent modelling of past soil organic carbon stocks but divergent projections
    • Luo, Z., Wang, E., Zheng, H., Baldock, J.A., Sun, O.J., Shao, Q., Convergent modelling of past soil organic carbon stocks but divergent projections. Biogeosciences 12 (2015), 4373–4383, 10.5194/bg-12-4373-2015.
    • (2015) Biogeosciences , vol.12 , pp. 4373-4383
    • Luo, Z.1    Wang, E.2    Zheng, H.3    Baldock, J.A.4    Sun, O.J.5    Shao, Q.6
  • 21
    • 84926391974 scopus 로고    scopus 로고
    • Evaluating the feasibility of dual-purpose canola in a medium-rainfall zone of south-eastern Australia: a simulation approach
    • McCormick, J.I., Virgona, J.M., Lilley, J.M., Kirkegaard, J.A., Evaluating the feasibility of dual-purpose canola in a medium-rainfall zone of south-eastern Australia: a simulation approach. Crop Pasture Sci. 66 (2015), 318–331, 10.1071/CP13421.
    • (2015) Crop Pasture Sci. , vol.66 , pp. 318-331
    • McCormick, J.I.1    Virgona, J.M.2    Lilley, J.M.3    Kirkegaard, J.A.4
  • 22
    • 84969567612 scopus 로고    scopus 로고
    • Simulation of growth, development and yield of canola (Brassica napus) in APSIM
    • Robertson, M.J., Lilley, J.M., Simulation of growth, development and yield of canola (Brassica napus) in APSIM. Crop Pasture Sci. 67 (2016), 332–344, 10.1071/CP15267.
    • (2016) Crop Pasture Sci. , vol.67 , pp. 332-344
    • Robertson, M.J.1    Lilley, J.M.2
  • 23
    • 85008233545 scopus 로고    scopus 로고
    • Simulation Growth and Development of Canola in Australia
    • 10th International Rapeseed Congress Canberra
    • Robertson, M.J., Holland, J.F., Kirkegaard, J.A., Smith, C.J., Simulation Growth and Development of Canola in Australia. 1999, 10th International Rapeseed Congress, Canberra.
    • (1999)
    • Robertson, M.J.1    Holland, J.F.2    Kirkegaard, J.A.3    Smith, C.J.4
  • 24
    • 0036284433 scopus 로고    scopus 로고
    • Growth and yield differences between triazine-tolerant and non-triazine-tolerant cultivars of canola
    • Robertson, M.J., Holland, J.F., Cawley, S., et al. Growth and yield differences between triazine-tolerant and non-triazine-tolerant cultivars of canola. Aust. J. Agric. Res. 53 (2002), 643–651, 10.1071/AR01159.
    • (2002) Aust. J. Agric. Res. , vol.53 , pp. 643-651
    • Robertson, M.J.1    Holland, J.F.2    Cawley, S.3
  • 25
    • 0036325433 scopus 로고    scopus 로고
    • Environmental and genotypic control of time to flowering in canola and Indian mustard
    • Robertson, M.J., Asseng, S., Kirkegaard, J.A., et al. Environmental and genotypic control of time to flowering in canola and Indian mustard. Aust. J. Agric. Res. 53 (2002), 793–809, 10.1071/AR01182.
    • (2002) Aust. J. Agric. Res. , vol.53 , pp. 793-809
    • Robertson, M.J.1    Asseng, S.2    Kirkegaard, J.A.3
  • 26
    • 84872945036 scopus 로고    scopus 로고
    • The agricultural model intercomparison and improvement project (AgMIP): protocols and pilot studies
    • Rosenzweig, C., Jones, J.W., Hatfield, J.L., et al. The agricultural model intercomparison and improvement project (AgMIP): protocols and pilot studies. Agric. For. Meteorol. 170 (2013), 166–182, 10.1016/j.agrformet.2012.09.011.
    • (2013) Agric. For. Meteorol. , vol.170 , pp. 166-182
    • Rosenzweig, C.1    Jones, J.W.2    Hatfield, J.L.3
  • 27
    • 84895794881 scopus 로고    scopus 로고
    • Assessing agricultural risks of climate change in the 21 st century in a global gridded crop model intercomparison
    • Rosenzweig, C., Elliott, J., Deryng, D., et al. Assessing agricultural risks of climate change in the 21 st century in a global gridded crop model intercomparison. Proc. Natl. Acad. Sci. U. S. A. 111 (2014), 3268–3273, 10.1073/pnas.1222463110.
    • (2014) Proc. Natl. Acad. Sci. U. S. A. , vol.111 , pp. 3268-3273
    • Rosenzweig, C.1    Elliott, J.2    Deryng, D.3
  • 28
    • 78650569544 scopus 로고    scopus 로고
    • A package of parameter estimation methods and implementation for the STICS crop-soil model
    • Wallach, D., Buis, S., Lecharpentier, P., et al. A package of parameter estimation methods and implementation for the STICS crop-soil model. Environ. Model. Softw. 26 (2011), 386–394, 10.1016/j.envsoft.2010.09.004.
    • (2011) Environ. Model. Softw. , vol.26 , pp. 386-394
    • Wallach, D.1    Buis, S.2    Lecharpentier, P.3
  • 29
    • 84865270239 scopus 로고    scopus 로고
    • Phenological development and grain yield of canola as affected by sowing date and climate variation in the Yangtze River Basin of China
    • Wang, S., Wang, E., Wang, F., Tang, L., Phenological development and grain yield of canola as affected by sowing date and climate variation in the Yangtze River Basin of China. Crop Pasture Sci. 63 (2012), 478–488, 10.1071/CP11332.
    • (2012) Crop Pasture Sci. , vol.63 , pp. 478-488
    • Wang, S.1    Wang, E.2    Wang, F.3    Tang, L.4
  • 30
    • 84874561607 scopus 로고    scopus 로고
    • Phenological trends of winter wheat in response to varietal and temperature changes in the North China Plain
    • Wang, J., Wang, E., Feng, L., Yin, H., Yu, W., Phenological trends of winter wheat in response to varietal and temperature changes in the North China Plain. Field Crop Res. 144 (2013), 135–144, 10.1016/j.fcr.2012.12.020.
    • (2013) Field Crop Res. , vol.144 , pp. 135-144
    • Wang, J.1    Wang, E.2    Feng, L.3    Yin, H.4    Yu, W.5
  • 31
    • 84924420498 scopus 로고    scopus 로고
    • Differences between observed and calculated solar radiations and their impact on simulated crop yields
    • Wang, J., Wang, E., Yin, H., Feng, L., Zhao, Y., Differences between observed and calculated solar radiations and their impact on simulated crop yields. Field Crop Res. 176 (2015), 1–10, 10.1016/j.fcr.2015.02.014.
    • (2015) Field Crop Res. , vol.176 , pp. 1-10
    • Wang, J.1    Wang, E.2    Yin, H.3    Feng, L.4    Zhao, Y.5
  • 32
    • 84919950030 scopus 로고    scopus 로고
    • Effect of wide-narrow row arrangement and plant density on yield and radiation use efficiency of mechanized direct-seeded canola in Central China
    • Wang, R., Cheng, T., Hu, L., Effect of wide-narrow row arrangement and plant density on yield and radiation use efficiency of mechanized direct-seeded canola in Central China. Field Crop Res. 172 (2015), 42–52, 10.1016/j.fcr.2014.12.005.
    • (2015) Field Crop Res. , vol.172 , pp. 42-52
    • Wang, R.1    Cheng, T.2    Hu, L.3
  • 33
    • 41149096384 scopus 로고    scopus 로고
    • A crop model cross calibration for use in regional climate impacts studies
    • Xiong, W., Holman, I., Conway, D., Lin, E., Li, Y., A crop model cross calibration for use in regional climate impacts studies. Ecol. Modell. 213 (2008), 365–380, 10.1016/j.ecolmodel.2008.01.005.
    • (2008) Ecol. Modell. , vol.213 , pp. 365-380
    • Xiong, W.1    Holman, I.2    Conway, D.3    Lin, E.4    Li, Y.5
  • 34
    • 0037262196 scopus 로고    scopus 로고
    • Crop modeling, QTL mapping, and their complementary role in plant breeding
    • Yin, X., Stam, P., Kropff, M.J., Schapendonk, A.H.C.M., Crop modeling, QTL mapping, and their complementary role in plant breeding. Agron. J., 2003, 90–98, 10.2134/agronj2003.0090.
    • (2003) Agron. J. , pp. 90-98
    • Yin, X.1    Stam, P.2    Kropff, M.J.3    Schapendonk, A.H.C.M.4
  • 35
    • 84969492112 scopus 로고    scopus 로고
    • Seed yield of canola (Brassica napus L.) is determined primarily by biomass in a high-yielding environment
    • Zhang, H., Flottmann, S., Seed yield of canola (Brassica napus L.) is determined primarily by biomass in a high-yielding environment. Crop Pasture Sci. 67 (2016), 369–380, 10.1071/CP15236.
    • (2016) Crop Pasture Sci. , vol.67 , pp. 369-380
    • Zhang, H.1    Flottmann, S.2


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