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Volumn 151, Issue 1, 2011, Pages 101-115

The simulation of phenological development in dynamic crop model: The Bayesian comparison of different methods

Author keywords

Bayesian calibration; Bayesian model comparison; Dynamic crop model; Phenological development; Sensitivity analysis

Indexed keywords

AGRICULTURAL MODELING; BAYESIAN ANALYSIS; CLIMATE PREDICTION; COMPARATIVE STUDY; CROP YIELD; GROWTH MODELING; HIGH TEMPERATURE; MAIZE; NUMERICAL MODEL; PHENOLOGY; SENSITIVITY ANALYSIS; UNCERTAINTY ANALYSIS; WATER AVAILABILITY; YIELD RESPONSE;

EID: 78649329876     PISSN: 01681923     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agrformet.2010.09.007     Document Type: Article
Times cited : (88)

References (41)
  • 1
    • 48549099300 scopus 로고    scopus 로고
    • Bayesian calibration of mechanistic aquatic biogeochemical models and benefits for environmental management
    • Arhondistis G.B., Papantou D., Zhang W., Perhar G., Massos E., Shi M. Bayesian calibration of mechanistic aquatic biogeochemical models and benefits for environmental management. J. Marine Syst. 2008, 73:8-30.
    • (2008) J. Marine Syst. , vol.73 , pp. 8-30
    • Arhondistis, G.B.1    Papantou, D.2    Zhang, W.3    Perhar, G.4    Massos, E.5    Shi, M.6
  • 2
    • 33947312632 scopus 로고    scopus 로고
    • Radiation interception and use by maize/peanut intercrop canopy
    • Awal M.A., Koshi H., Ikeda T. Radiation interception and use by maize/peanut intercrop canopy. Agric. Forest. Meteorol. 2006, 139:74-83.
    • (2006) Agric. Forest. Meteorol. , vol.139 , pp. 74-83
    • Awal, M.A.1    Koshi, H.2    Ikeda, T.3
  • 3
    • 0037697767 scopus 로고    scopus 로고
    • Plant development and leaf area production in contrasting cultivars of maize grown in a cool temperate environment in the field
    • Birch C.J., Vos J., Van der Putten P.E.L. Plant development and leaf area production in contrasting cultivars of maize grown in a cool temperate environment in the field. Eur. J. Agron. 2003, 19:173-188.
    • (2003) Eur. J. Agron. , vol.19 , pp. 173-188
    • Birch, C.J.1    Vos, J.2    Van der Putten, P.E.L.3
  • 4
    • 78649323804 scopus 로고    scopus 로고
    • WOFOST 7.1 User Guide for the WOFOST 7.1 Crop Growth Simulation Model and WOFOST Control Center 5.1. Techn. Doc. 52, Alterra, WUR, Wageningen
    • Boogard, H.L., Van Diepen, C.A., Rotter, R.P., Cabrera, J.C.M.A., Van Laar, H.H., 1998. WOFOST 7.1 User Guide for the WOFOST 7.1 Crop Growth Simulation Model and WOFOST Control Center 5.1. Techn. Doc. 52, Alterra, WUR, Wageningen, p. 144.
    • (1998) , pp. 144
    • Boogard, H.L.1    Van Diepen, C.A.2    Rotter, R.P.3    Cabrera, J.C.M.A.4    Van Laar, H.H.5
  • 5
    • 78649317855 scopus 로고
    • Crop Specific Simulation Parameters for Yield Forecasting Across the European Community. Simulation Reports CABO-TT. No. 32. CABO-DLO Wageningen Agricultural University, Wageningen.
    • Boons-Prins, E.R., deKonig, G.H.J, van Diepen, C.A., de Vries, P., 1993. Crop Specific Simulation Parameters for Yield Forecasting Across the European Community. Simulation Reports CABO-TT. No. 32. CABO-DLO Wageningen Agricultural University, Wageningen.
    • (1993)
    • Boons-Prins, E.R.1    DeKonig, G.H.J.2    van Diepen, C.A.3    De Vries, P.4
  • 6
    • 0032928851 scopus 로고    scopus 로고
    • A Bayesian approach to parameter estimation and pooling in nonlinear flood event models
    • Campbell E.P., Fox D.R., Bates B.C. A Bayesian approach to parameter estimation and pooling in nonlinear flood event models. Water Resour. Res. 1999, 35:211-220.
    • (1999) Water Resour. Res. , vol.35 , pp. 211-220
    • Campbell, E.P.1    Fox, D.R.2    Bates, B.C.3
  • 8
    • 84953649167 scopus 로고
    • Study of sensitivity of coupled reaction systems to uncertainties in rate coefficients
    • Cukier R.I., Fortuin C., Shukler K.E., Petshek A.G., Schaibly J.H. Study of sensitivity of coupled reaction systems to uncertainties in rate coefficients. J. Chem. Phys. 1973, 59:3873-3878.
    • (1973) J. Chem. Phys. , vol.59 , pp. 3873-3878
    • Cukier, R.I.1    Fortuin, C.2    Shukler, K.E.3    Petshek, A.G.4    Schaibly, J.H.5
  • 9
    • 78649331741 scopus 로고    scopus 로고
    • The morphology of the maize
    • Založba Kmečki glas, Ljubljana, Z. Čergan, V. Jejčič, M. Knapič, T. Modic, B. Moljk, T. Poje, A. Simončič, J. Sušin, G. Urek, J. Verbič, B. Vrščaj, M. thomamper
    • Čergan Z. The morphology of the maize. The Maize 2008, 22-40. Založba Kmečki glas, Ljubljana. Z. Čergan, V. Jejčič, M. Knapič, T. Modic, B. Moljk, T. Poje, A. Simončič, J. Sušin, G. Urek, J. Verbič, B. Vrščaj, M. Žerjav (Eds.).
    • (2008) The Maize , pp. 22-40
    • Čergan, Z.1
  • 10
    • 78049476067 scopus 로고
    • The collection and treatment of basic data. Introduction
    • Pudoc, Wageningen, H. Van Keulen, J. Wolf (Eds.)
    • Driessen P.M. The collection and treatment of basic data. Introduction. Modeling of Agricultural Production: Weather, Soils and Crops 1986, 203-207. Pudoc, Wageningen. H. Van Keulen, J. Wolf (Eds.).
    • (1986) Modeling of Agricultural Production: Weather, Soils and Crops , pp. 203-207
    • Driessen, P.M.1
  • 11
    • 33846829888 scopus 로고    scopus 로고
    • Parameter estimation and uncertainty analysis for a watershed model
    • Gallagher M., Doherty J. Parameter estimation and uncertainty analysis for a watershed model. Environ. Modell. Softw. 2007, 22:1000-1020.
    • (2007) Environ. Modell. Softw. , vol.22 , pp. 1000-1020
    • Gallagher, M.1    Doherty, J.2
  • 13
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • Gelman A., Rubin D.B. Inference from iterative simulation using multiple sequences. Stat. Sci. 1992, 7:457-511.
    • (1992) Stat. Sci. , vol.7 , pp. 457-511
    • Gelman, A.1    Rubin, D.B.2
  • 14
    • 60949084918 scopus 로고    scopus 로고
    • Using Markov Chain Monte Carlo to quantify parameter uncertainty and its effect on predictions of a groundwater flow model
    • Hassan A.E., Bekhit H.M., Chapman J.B. Using Markov Chain Monte Carlo to quantify parameter uncertainty and its effect on predictions of a groundwater flow model. Environ. Modell. Softw. 2009, 24:749-763.
    • (2009) Environ. Modell. Softw. , vol.24 , pp. 749-763
    • Hassan, A.E.1    Bekhit, H.M.2    Chapman, J.B.3
  • 15
    • 41149132113 scopus 로고    scopus 로고
    • Calibration of hydrological model GR2M using Bayesian uncertainty analysis
    • Huard D., Mailhot A. Calibration of hydrological model GR2M using Bayesian uncertainty analysis. Water Resour. Res. 2008, 44:W02424.
    • (2008) Water Resour. Res. , vol.44
    • Huard, D.1    Mailhot, A.2
  • 16
    • 78649326576 scopus 로고    scopus 로고
    • Simulating response to temperature. In: White, J.W. (Ed.), 2003. Modeling Temperature Response in Wheat and Maize: Proceedings of a Workshop, CIMMYT, El Batau, Mexico, 23-25 April 2001. NRG-GIS Series 03-01.1. CIMMYT, Mexico, D.F.
    • Hunt, L.A., Yan, W., McMaster, G.S., 2002. Simulating response to temperature. In: White, J.W. (Ed.), 2003. Modeling Temperature Response in Wheat and Maize: Proceedings of a Workshop, CIMMYT, El Batau, Mexico, 23-25 April 2001. NRG-GIS Series 03-01.1. CIMMYT, Mexico, D.F., p. 60.
    • (2002) , pp. 60
    • Hunt, L.A.1    Yan, W.2    McMaster, G.S.3
  • 17
    • 57849099153 scopus 로고    scopus 로고
    • Parameter estimation and uncertainty analysis of a large scale crop model paddy rice: application of a Bayesian approach
    • Iizumi T., Yokozawa M., Nishimori M. Parameter estimation and uncertainty analysis of a large scale crop model paddy rice: application of a Bayesian approach. Agric. For. Meteorol. 2008, 149:333-348.
    • (2008) Agric. For. Meteorol. , vol.149 , pp. 333-348
    • Iizumi, T.1    Yokozawa, M.2    Nishimori, M.3
  • 20
    • 78649332615 scopus 로고
    • Modeling of Yield as a Function of Ecosystem: Doctoral Thesis. Biotechnical Faculty, University of Ljubljana, Ljubljana
    • Kajfež-Bogataj, L., 1989. Modeling of Yield as a Function of Ecosystem: Doctoral Thesis. Biotechnical Faculty, University of Ljubljana, Ljubljana, p. 124.
    • (1989) , pp. 124
    • Kajfež-Bogataj, L.1
  • 23
    • 0030902212 scopus 로고    scopus 로고
    • Temperature response of tropical maize cultivars selected for broad adaptation
    • Latiffe H.R., Edmeades G.O., Johnson E.C. Temperature response of tropical maize cultivars selected for broad adaptation. Field Crop Res. 1997, 49:215-229.
    • (1997) Field Crop Res. , vol.49 , pp. 215-229
    • Latiffe, H.R.1    Edmeades, G.O.2    Johnson, E.C.3
  • 25
    • 0009355645 scopus 로고    scopus 로고
    • Performance of INTERCOM for predicting corn-velvetleaf across north-central United States
    • Lindquist J.L. Performance of INTERCOM for predicting corn-velvetleaf across north-central United States. Weed Sci. 2001, 49:195-201.
    • (2001) Weed Sci. , vol.49 , pp. 195-201
    • Lindquist, J.L.1
  • 26
    • 27644505419 scopus 로고    scopus 로고
    • Flood forecasting using a fully distributed model: application of the TOPKAPI model to the Upper Xixian Catchment
    • Liu Z., Martina M.V.L., Todini E. Flood forecasting using a fully distributed model: application of the TOPKAPI model to the Upper Xixian Catchment. Hydrol. Earth Syst. Sci. 2005, 9(4):347-364.
    • (2005) Hydrol. Earth Syst. Sci. , vol.9 , Issue.4 , pp. 347-364
    • Liu, Z.1    Martina, M.V.L.2    Todini, E.3
  • 28
    • 0036256969 scopus 로고    scopus 로고
    • Using a Bayesian approach to parameter estimation; comparison of the GLUE and MCMC methods
    • Makowski D., Wallach D., Tramblay M. Using a Bayesian approach to parameter estimation; comparison of the GLUE and MCMC methods. Agronomie 2002, 22:191-203.
    • (2002) Agronomie , vol.22 , pp. 191-203
    • Makowski, D.1    Wallach, D.2    Tramblay, M.3
  • 29
    • 70149113077 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria, Available online from:, R Development Core Team
    • R Development Core Team R: A Language and Environment for Statistical Computing 2009, R Foundation for Statistical Computing, Vienna, Austria, Available online from:. http://www.r-project.org/.
    • (2009) R: A Language and Environment for Statistical Computing
  • 30
    • 0033079533 scopus 로고    scopus 로고
    • A quantitative, model independent method for global sensitivity analysis of model output
    • Saltelli A., Tarantola S., Chan K. A quantitative, model independent method for global sensitivity analysis of model output. Technometrics 1999, 41:39-56.
    • (1999) Technometrics , vol.41 , pp. 39-56
    • Saltelli, A.1    Tarantola, S.2    Chan, K.3
  • 34
    • 78649331406 scopus 로고
    • Plant Data Values Required for Simple Crop Growth Simulation Models: Review and Bibliography. Simulation Reports CABO-TT 17. Centre for Agrobiological Research (CABO), Wageningen & Department of Theoretical Production Ecology, Wageningen University, Wageningen
    • van Heemst, H.D.J., 1988. Plant Data Values Required for Simple Crop Growth Simulation Models: Review and Bibliography. Simulation Reports CABO-TT 17. Centre for Agrobiological Research (CABO), Wageningen & Department of Theoretical Production Ecology, Wageningen University, Wageningen, p. 100.
    • (1988) , pp. 100
    • van Heemst, H.D.J.1
  • 36
    • 78649330064 scopus 로고
    • Modelling of agricultural production: weather, soils and crops. Simulation Monographs. Pudoc, Wageningen, The Netherlands
    • van Keulen, H., Wolf, J., 1986. Modelling of agricultural production: weather, soils and crops. Simulation Monographs. Pudoc, Wageningen, The Netherlands, pp. 479.
    • (1986) , pp. 479
    • van Keulen, H.1    Wolf, J.2
  • 37
    • 22344433424 scopus 로고    scopus 로고
    • Bayesian calibration of process-based forest models: bridging the gap between models and data
    • Van Oijen M., Rougier J., Smith R. Bayesian calibration of process-based forest models: bridging the gap between models and data. Tree Physiol. 2005, 25:915-927.
    • (2005) Tree Physiol. , vol.25 , pp. 915-927
    • Van Oijen, M.1    Rougier, J.2    Smith, R.3
  • 38
    • 0032170867 scopus 로고    scopus 로고
    • Simulation of phenological development of wheat crops
    • Wang E., Engel T. Simulation of phenological development of wheat crops. Agric. Syst. 1998, 58:1-24.
    • (1998) Agric. Syst. , vol.58 , pp. 1-24
    • Wang, E.1    Engel, T.2
  • 39
    • 46549086160 scopus 로고    scopus 로고
    • Phenological trends in winter wheat and spring cotton in response to climate changes in northwest China
    • Wang H.L., Gan Y.T., Wang R.J., Niu J.Y., Zhao Q.G., Li Q.G. Phenological trends in winter wheat and spring cotton in response to climate changes in northwest China. Agric. For. Meteorol. 2008, 148:1242-1251.
    • (2008) Agric. For. Meteorol. , vol.148 , pp. 1242-1251
    • Wang, H.L.1    Gan, Y.T.2    Wang, R.J.3    Niu, J.Y.4    Zhao, Q.G.5    Li, Q.G.6
  • 41
    • 49849096634 scopus 로고    scopus 로고
    • Non-stationary thermal time accumulation reduces the predictability of climate change effects in agriculture
    • Zhang T., Zhu J., Yang X. Non-stationary thermal time accumulation reduces the predictability of climate change effects in agriculture. Agric. For. Meteorol. 2008, 148:1412-1418.
    • (2008) Agric. For. Meteorol. , vol.148 , pp. 1412-1418
    • Zhang, T.1    Zhu, J.2    Yang, X.3


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