A simple algorithm for yield estimates: Evaluation for semi-arid irrigated winter wheat monitored with green leaf area index

Environmental Modelling and Software

Volumn 23, Issue 7, 2008, Pages 876-892

  Duchemin, Benoît ^a   Maisongrande, Philippe ^a   Boulet, Gilles ^a   Benhadj, Iskander ^a  

^a CNES   (France)

Author keywords

Crop model; Irrigated wheat; Leaf area index; Production; Sensitivity; Yield

Indexed keywords

COMPUTER SIMULATION; MATHEMATICAL MODELS; SENSITIVITY ANALYSIS;

CROP MODEL; IRRIGATED WHEAT; LEAF AREA INDEX;

CROPS;

AGRICULTURAL MODELING; AGRICULTURAL PRACTICE; ALGORITHM; DATA SET; GROWTH MODELING; IRRIGATION SYSTEM; LEAF AREA INDEX; PHENOLOGY; PHYTOMASS; REMOTE SENSING; SEMIARID REGION; SENSITIVITY ANALYSIS; WHEAT; YIELD RESPONSE;

AFRICA; MARRAKECH-TENSIFT-AL HAOUZ; MOROCCO; NORTH AFRICA;

TRITICUM AESTIVUM;

EID: 40749107442     PISSN: 13648152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.envsoft.2007.10.003     Document Type: Article

References (58)

1. Allen R.G. Using the FAO-56 dual crop coefficient method over an irrigated region as part of an evapotranspiration intercomparison study. Journal of Hydrology 229 (2000) 27-41
2. Arora V.K., and Gajri P.R. Evaluation of a crop growth-water balance model for analysing wheat responses to climate- and water-limited environments. Field Crops Research 59 (1998) 213-224
3. Asseng S., Keating B.A., Fillery I.R.P., Gregory P.J., Bowden J.W., Turner N.C., Palta J.A., and Abrecht D.G. Performance of the APSIM-wheat model in Western Australia. Field Crops Research 57 (1998) 163-179
4. 2. Field Crops Research 85 (2004) 85-102
5. Bastidas L.A., Gupta H.V., Sorroshian S., Shuttleworth W.J., and Yang Z.L. Sensitivity analysis of a land surface scheme using multicriteria method. Journal of Geophysical Research 104 (1999) 19,481-19,490
6. Bastiaanssen W.G.M., Molden D.J., and Makin I.W. Remote sensing for irrigated agriculture: examples from research and possible applications. Agricultural Water Management 46 (2000) 137-155
7. Beven K.J. How far can we go in distributed hydrological modelling. Hydrology and Earth System Sciences 5 (2001) 1-12
8. Beven K.J., and Binley A.M. The future of distributed models: model calibration and uncertainty prediction. Hydrological Processes 6 (1992) 279-298
9. Beven K.J., and Franks S.W. Functional similarity in landscape scale SVAT modelling. Hydrology and Earth System Sciences 3 (1999) 85-94
10. Boote K.J., Jones J.W., and Pickering N.B. Potential uses and limitations of crop models. Agronomy Journal 88 (1996) 704-716
11. Brisson N., Gary C., Justes E., Roche R., Mary B., Ripoche D., Zimmer D., Sierra J., Bertuzzi P., Burger P., Bussière F., Cabidoche Y.M., Cellier P., Debaeke P., Gaudillère J.P., Hénault C., Maraux F., Seguin B., and Sinoquet H. An overview of the crop model STICS. European Journal of Agronomy 18 (2003) 309-322
12. Chaponnière A., Maisongrande P., Duchemin B., Hanich L., Boulet G., Escadafal R., and Elouaddat S. A combined high and low spatial resolution approach for mapping snow covered area in the atlas mountain. International Journal of Remote Sensing 26 (2005) 2755-2777
13. Chern J.-S., Lee L.-C., Wang H.-C., and Chu F.-H. An Introduction to NSPO and ROCSATs Missions. 3rd IAA Symposium on Small Satellites for Earth Observation, Berlin, Germany, April 2-6, 2001 (2001)
14. Clevers J.G.P.W., Vonder O.W., Jonschaap R.E., Desprats J.F., King C., Prévot L., and Bruguier N. Using Spot data for calibrating a wheat growth model under Mediterranean conditions. Agronomie 22 (2002) 687-694
15. Dedieu G., Cabot F., Chehbouni A., Duchemin B., Maisongrande P., Boulet G., and Pellenq J. RHEA: a micro-satellite mission for the study and modeling of land surfaces through assimilation techniques. EGS-AGU-EUG Joint Assembly, 6-11 April 2003, Nice (France) (2003)
16. Demarty J., Ottle C., Braud I., Olioso A., Frangi J.P., Bastidas L.A., and Gupta H.V. Using a multiobjective approach to retrieve information on surface properties used in a SVAT model. Journal of Hydrology 287 (2004) 214-236
17. de Wit A.J.W., Boogaard H.L., and van Diepen C.A. Using NOAA-AVHRR estimates of land surface temperature for regional agrometeorogical modelling. International Journal of Applied Earth Observation and Geoinformation 5 (2004) 187-204
18. de Wit A.J.W., Boogaard H.L., and van Diepen C.A. Spatial resolution of precipitation and radiation: The effect on regional crop yield forecasts. Agricultural and Forest Meteorology 135 (2005) 156-168
19. Duan Q., Sorooshian S., and Gupta V. Effective and efficient global optimization for conceptual rainfall-runoff models. Water Resource Research 28 (1992) 1015-1031
20. Duchemin B., Boulet G., Maisongrande P., Benhadj I., Hadria R., Khabba S., Chehbouni A., and Olioso A. Un modèle simplifié pour l'estimation du bilan hydrique et du rendement de cultures céréalières en milieu semi-aride. Deuxième Congrès Méditerranéen 'Ressources en Eau dans le Bassin Méditérranéen', Marrakech (Maroc) (14-17 Novembre 2005)
21. Duchemin B., Hadria R., Erraki S., Boulet G., Maisongrande P., Chehbouni A., Escadafal R., Ezzahar J., Hoedjes J.C.B., Kharrou M.H., Khabba S., Mougenot B., Olioso A., Rodriguez J.-C., and Simonneaux V. Monitoring wheat phenology and irrigation in Central Morocco: on the use of relationships between evapotranspiration, crops coefficients, leaf area index and remotely-sensed vegetation indices. Agricultural Water Management 79 (2006) 1-27
22. Eitzinger J., Trnka M., Hösch J., Žalud Z., and Dubrovský M. Comparison of CERES, WOFOST and SWAP models in simulating soil water content during growing season under different soil conditions. Ecological Modelling 171 (2004) 223-246
23. Faivre R., Leenhardt D., Voltz M., Benoît M., Papy F., Dedieu G., and Wallach D. Spatialising crop models. Agronomie 24 (2004) 205-217
24. FAO, 2002. In: Deficit Irrigation Practices-Foreword. FAO Technical Papers-Water Reports No. 22. http://www.fao.org/documents/show_cdr.asp?url_file=/docrep/004/Y3655E/y3655e01.htm.
25. Franks S.W., Beven K.J., Quinn P.F., and Wright I.R. On the sensitivity of soil-vegetation-atmosphere transfer (SVAT) schemes: equifinality and the problem of robust calibration. Agricultural and Forest Meteorology 86 (1997) 63-75
26. Hadria R., Khabba S., Lahrouni A., Duchemin B., Chehbouni A., and Carriou J. Calibration and validation of the STICS crop model for managing wheat irrigation in the semi-arid Marrakech/Al Haouz Plain. Arabian Journal for Science and Engineering 32 (2007) 87-101
27. Jamieson P.D., Porter J.R., Goudriaan J., Ritchie J.T., van Keulen H., and Stol W. A comparison of the models AFRCWHEAT2, CERES-Wheat, Sirius, SUCROS2 and SWHEAT with measurements from wheat grown under drought. Field Crops Research 55 (1998) 23-44
28. Jonckheere I., Fleck S., Nackaerts K., Muysa B., Coppin P., Weiss M., and Baret F. Review of methods for in situ leaf area index determination. Part I. Theories, sensors and hemispherical photography. Agricultural and Forest Meteorology 121 (2004) 19-35
29. Jørgensen S.E. Models as instruments for combination of ecological theory and environmental practice. Ecological Modelling 75-76 (1994) 5-20
30. Lobell D.B., Asner G.P., Ortiz-Monasterio J.I., and Benning T.L. Remote sensing of regional crop production in the Yaqui Valley, Mexico: estimates and uncertainties. Agriculture. Ecosystems and Environment 94 (2003) 205-220
31. Maas S.J. Parameterized model of gramineous crop growth: I. Leaf area and dry mass simulation. Agronomy Journal 85 (1993) 348-353
32. Meinke H., Hammer G.L., van Keulen H., and Rabbinge R. Improving wheat simulation capabilities in Australia from a cropping systems perspective III. The integrated wheat model (I_WHEAT). European Journal of Agronomy 8 (1998) 101-116
33. Mo X., Liu S., Lin Z., Xu Y., Xiang Y., and McVicar T.R. Prediction of crop yield, water consumption and water use efficiency with a SVAT-crop growth model using remotely sensed data on the North China Plain. Ecological Modelling 183 (2005) 301-322
34. Monteith J.L. Climate and the efficiency of crop production in Britain. Philosphical Transactions of the Royal Society of London Ser. B 281 (1977) 277-294
35. Moulin S., Bondeau A., and Delécolle R. Combining agricultural crop models and satellite observations from field to regional scales. International Journal of Remote Sensing 19 (1998) 1021-1036
36. O'Connell M.G., O'Leary G.J., Whitfield D.M., and Connor D.J. Interception of photosynthetically active radiation and radiation-use efficiency of wheat, field pea and mustard in a semi-arid environment. Field Crops Research 85 (2004) 111-124
37. O'Leary G.J., and Connor D.J. A Simulation Model of the Wheat Crop in Response to Water and Nitrogen Supply: II. Model Validation. Agricultural Systems 52 (1996) 31-55
38. Olesen J.E., Berntsen J., Hansen E.M., Petersen B.M., and Petersen J. Crop nitrogen demand and canopy area expansion in winter wheat during vegetative growth. European Journal of Agronomy 16 (2002) 279-294
39. Olioso A., Inoue Y., Ortega-Farias S., Demarty J., Wigneron J.-P., Braud I., Jacob F., Lecharpentier P., Ottlé C., Calvet J.-C., and Brisson N. Future directions for advanced evapotranspiration modeling: assimilation of remote sensing data into crop simulation models and SVAT models. Irrigation and Drainage Systems 19 (2005) 377-412
40. Pala M., Stockle C.O., and Harris H.C. Simulation of durum wheat (Triticum turgidum ssp. durum) growth under different water and nitrogen regimes in a Mediterranean environment using CropSyst. Agricultural Systems 51 (1996) 147-163
41. Panda R.K., Behera S.K., and Kashyap P.S. Effective management of irrigation water for wheat under stressed conditions. Agricultural Water Management 63 (2003) 37-56
42. Pellenq J., and Boulet G. A methodology to test the pertinence of remote-sensing data assimilation into vegetation models for water and energy exchange at the land surface. Agronomie 24 (2004) 197-204
43. Porter J.R., and Gawith M. Temperatures and the growth and development of wheat: a review. European Journal of Agronomy 10 (1999) 23-36
44. Rodriguez J.-C., Duchemin B., Hadria R., Watts C., Garatuza J., Chehbouni A., Khabba S., Boulet G., Palacios R., and Lahrouni A. Wheat yield estimation using remote sensing and the STICS model in the semiarid valley of Yaqui, Mexico. Agronomie 24 (2004) 295-304
45. Scotford I.M., and Miller P.C.H. Applications of spectral reflectance techniques in northern European cereal production: a review. Biosystems Engineering 90 (2005) 235-250 10.1016/j.biosystemseng.2004.11.010
46. Sinclair T.R., and Amir J. A model to assess nitrogen limitations on the growth and yield of spring wheat. Field Crops Research 30 (1992) 63-78
47. Szeicz G. Solar radiation for plant growth. Journal of Applied Ecology 11 (1974) 617-636
48. Tucker C.J. History of the use of AVHRR data for land applications. In: D'Souza G., et al. (Ed). Advances in the Use of NOAA AVHRR Data for Land Applications (1996), ECSC, EEC, EAEC, Brussels and Luxembourg
49. Varlet-Grancher C., Bonhomme R., Chartier M., and Artis P. Efficience de la conversion de l'énergie solaire par un couvert végétal. Acta Oecologia/Oecologia Plantarum 17 (1982) 3-26
50. Verhoef W., and Bach H. Remote sensing data assimilation using coupled radiative transfer models. Physics and Chemistry of the Earth 28 (2003) 3-13
51. Vrugt J.A., Diks C.G.H., Bouten W., Gupta H.V., and Verstraten J.M. Towards a complete treatment of uncertainty in hydrologic modelling: combining the strengths of global optimisation and data assimilation. Water Resources Research 41 (2005) 10.1029/2004WR003059 W01017
52. Vrugt J.A., Gupta H.V., Bouten W., and Sorooshian S. A Shuffled Complex Evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters. Water Resources Research 39 8 (2002) 1201 10.1029/2002WR001642
53. Wagener T., Boyle D.P., Lees M.J., Wheater H.S., Gupta H.V., and Sorroshian S. A framework for development and application of hydrological models. Hydrology and Earth System Sciences 5 (2001) 13-26
54. Wahbi A., and Sinclair T.R. Simulation analysis of relative yield advantage of barley and wheat in an eastern Mediterranean climate. Field Crops Research 91 (2005) 287-296
55. Wallach D., Goffinet B., Bergez J.-E., Debaeke P., and Leenhardt N.A.D. The effect of parameter uncertainty on a model with adjusted parameters. Agronomie 22 (2002) 159-170
56. Weiss M., Baret F., Smith G.J., Jonckheere I., and Coppin P. Review of methods for in situ leaf area index (LAI) determination: Part II. Estimation of LAI, errors and sampling. Agricultural and Forest Meteorology 121 (2004) 37-53
57. Welles J.M., and Norman J.M. Instrument for indirect measurement of canopy architecture. Agronomy journal 83 (1991) 818-825
58. Xue Q., Weiss A., and Stephen Baenziger P. Predicting leaf appearance in field-grown winter wheat: evaluating linear and non-linear models. Ecological Modelling 175 (2004) 261-270