725
Views
65
CrossRef citations to date
0
Altmetric
Original Articles

Assimilation of satellite data into agrohydrological models to improve crop yield forecasts

, , &
Pages 2523-2545 | Received 04 Oct 2007, Accepted 04 Mar 2008, Published online: 11 Jun 2009

References

  • Allen , R. G. , Pereira , L. S. , Raes , D. and Smith , M. 1998 . “ Crop evapotranspiration, Guidelines for computing crop water requirements. ” . In Irrigation and Drainage , Rome, , Italy : Food and Agricultural Organization of the United Nations . Paper 56
  • APERI . 2001 . General Studies of Agricultural Development in Borkhar District , Iran : Agricultural Planning and Economic Research Institute . (in Persian)
  • Aubert , D. , Loumagne , C. and Oudin , L. 2003 . Sequential assimilation of soil moisture and streamflow data in a conceptual rainfall‐runoff model. . Journal of Hydrology , 280 : 145 – 161 .
  • Bastiaanssen , W. G. M. , Menenti , M. , Feddes , R. A. and Holtslag , A. A. M. 1998 . A remote sensing surface energy balance algorithm for land (SEBAL): 1. Formulation. . Journal of Hydrology , 212 : 198 – 212 .
  • Bastiaanssen , W. G. M. , Allen , R. G. , Droogers , P. , D'Urso , G. and Steduto , P. 2007 . Twenty‐five years modelling irrigated and drained soils: state of the art. . Agriculture Water Management , 92 : 111 – 125 .
  • Boegh , E. , Thorsen , M. , Butts , M. B. , Hansen , S. , Christiansen , J. S. , Abrahamsen , P. , Hasager , C. B. , Jensen , N. O. , van der Keur , P. , Refsgaard , J. C. , Schelde , K. , Soegaard , H. and Thomsen , A. 2004 . Incorporating remote sensing data in physically based distributed agro‐hydrological modelling. . Journal of Hydrology , 287 : 279 – 299 .
  • Bouman , B. A. M. 1992 . Linking physical remote sensing models with crop growth simulation models, applied for sugar beet. . International Journal of Remote Sensing , 13 : 2565 – 2581 .
  • Droogers , P. and Bastiaanssen , W. G. M. 2002 . Irrigation performance using hydrological and remote sensing modelling. . Journal of Irrigation and Drainage Engineering , 128 : 111 – 118 .
  • Droogers , P. , Bastiaanssen , W. G. M. , Beyazgül , M. , Kayam , Y. , Kite , G. W. and Murray‐Rust , H. 2000 . Distributed agro‐hydrological modeling of an irrigation system in Western Turkey. . Agricultural Water Management , 43 : 183 – 202 .
  • Esfahan Water Authority (EWA) . 2001 . Annual Report on Groundwater Levels and Observation Tubewells in the Borkhar District (Esfahan Water Authority) (in Persian)
  • Feddes , R. A. 1971 . “ Water, heat and crop growth. ” . PhD thesis, Wageningen Agricultural University, The Netherlands
  • Food and Agricultural Organization of the United Nations (FAO) . 1995 . Digitized Soil Map of the World and Derived Soil Properties (version 3.5) , Rome, , Italy : FAO . CD‐ROM
  • Food and Agricultural Organization of the United Nations (FAO) . 2005 . Islamic Republic of Iran: a Major Wheat Importer Turning Self‐sufficient? Food Outlook Vol. 1 , April 2005. Available online at: http://www.fao.org/docrep/007/j5051e/j5051e07.htm
  • Fischer , A. , Kergoat , L. and Dedieu , G. 1997 . Coupling satellite data with vegetation functional models: review of different approaches and perspectives suggested by the assimilation strategy. . Remote Sensing Reviews , 15 : 283 – 303 .
  • Foltz , R. C. 2002 . Iran's water crisis: cultural, political, and ethical dimensions. . Journal of Agricultural and Environmental Ethics , 15 : 357 – 380 .
  • Hoeben , R. and Troch , P. A. 2000 . Assimilation of active microwave observation data for soil moisture profile estimation. . Water Resource Research , 36 : 2805 – 2819 .
  • Houser , P. R. , Shuttleworth , W. J. , Famiglietti , J. S. , Gupta , H. V. , Syed , K. H. and Goodrich , D. C. 1998 . Integration of soil moisture remote sensing and hydrological modeling using data assimilation. . Water Resources Research , 34 : 3405 – 3420 .
  • Houtekamer , P. and Mitchell , H. L. 1998 . Data assimilation using an ensemble Kalman filter technique. . Monthly Weather Review , 126 : 796 – 811 .
  • Howell , T. A. , Steiner , J. L. , Schneider , A. D. , Evett , S. R. and Tolk , J. A. 1997 . Seasonal and maximum daily evapotranspiration of irrigated winter wheat, sorghum and corn – southern high plains. . Transactions of the ASAE , 40 : 623 – 634 .
  • Jongschaap , R. E. E. 2006 . Run‐time calibration of simulation models by integrating remote sensing estimates of leaf area index and canopy nitrogen. . Journal of Agronomy , 24 : 328 – 336 .
  • Kabat , P. , Hutjes , R. W. A. and Feddes , R. A. 1997 . The scaling characteristics of soil parameters: from plot scale heterogeneity to subgrid parameterization. . Journal of Hydrology , 190 : 363 – 396 .
  • Kite , G. W. and Droogers , P. 2000 . Comparing evapotranspiration estimates from satellites, hydrological models and field data. . Journal of Hydrology , 229 : 3 – 18 .
  • Kroes , J. G and van Dam , J. C , eds. 2003 . Reference Manual SWAP Version 3.03 , Wageningen, , The Netherlands : Wageningen University and Research Centre . Alterra Green World Research, Alterra report 773, ISSN 1566–7197
  • Monteith , J. L. and Unsworth , M. H. 1990 . Principles of Environmental Physics , London : Edward Arnold . 2nd ed
  • Moulin , S. , Bondeau , A. and Dele'colle , R. 1998 . Combining agricultural crop models and satellite observations from field to regional scales. . International Journal of Remote Sensing , 19 : 1021 – 1036 .
  • Mualem , Y. 1976 . A new model for predicting the hydraulic conductivity of unsaturated porous media. . Water Resource Research , 12 : 513 – 522 .
  • Olioso , A. , Inoue , Y. , Ortega‐Faias , S. , Demarty , J. , Wigneron , J. P. , Braud , I. , Jacob , F. , Lecharpentier , P. , Ottele , C. , Calvet , J. C. and Brisson , N. 2005 . Future directions for advanced evapotranspiration modeling: assimilation of remote sensing data into crop simulation models and SVAT models. . Irrigation and Drainage Systems , 19 : 377 – 412 .
  • Parodi , G. N. 2002 . AHVRR Hydrological Analysis System: Algorithms and Theory, Version 1.3: AHAS Algorithms and Theory , Enschede, , The Netherlands : ITC .
  • Schuurmans , J. M. , Troch , P. A. and Veldhuizen , A. A. 2003 . Assimilation of remotely sensed latent heat flux in a distributed hydrological model. . Advances in Water Resource , 26 : 151 – 159 .
  • Singh , R. 2005 . “ Water productivity analysis from field to regional scale: integration of crop and soil modelling, remote sensing and geographical information. ” . PhD thesis, Wageningen University, Wageningen, The Netherlands
  • Singh , R. , van Dam , J. C. and Feddes , R. A. 2006 . Water productivity analysis of irrigated crops in Sirsa district, India. . Agricultural Water Management , 82 : 253 – 278 .
  • Spitters , C. J. T. , van Keulen , H. and van Kraalingen , D. W. G. 1989 . “ A simple and universal crop growth simulator: SUCROS87. ” . In Simulation and Systems Management in Crop Protection , Edited by: Rabbinge , R , Ward , S. A and van Laar , H. H . 147 – 181 . Wageningen, , The Netherlands : Pudoc . Simulation Monographs,
  • Supit , I , Hooyer , A. A and van Diepen , C. A , eds. 1994 . System Description of the WOFOST 6.0 Crop Simulation Model Implemented in CGMS. Vol. 1: Theory and Algorithms EUR publication 15956, Agricultural Series, Luxembourg
  • van Genuchten , M. Th. 1980 . A closed form equation for predicting the hydraulic conductivity of unsaturated soils. . Soil Science Society of America Journal , 44 : 892 – 898 .
  • van Loon , E. E. and Troch , P. A. 2002 . Tikhonov regularization as a tool for assimilating soil moisture data in distributed hydrological models. . Hydrological Processes , 16 : 531 – 556 .
  • Vazifedoust , M. , van Dam , J. C. , Feddes , R. A. and Bastiaanssen , W. G. M. 2008 . Disaggregation of remotely sensed evapotranspiration data: from low to high spatial resolution. . Remote Sensing of Environment (submitted) ,
  • Wösten , J. H. M. , Lilly , A. , Nemes , A. and Le Bas , C. 1998 . Using Existing Soil Data to Derive Hydraulic Parameters for Simulation Models in Environmental Studies and in Land Use Planning , The Netherlands : DLO Winand Staring Centre . Report 156

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.