WATPRO: A remote sensing based model for mapping water productivity of wheat

Agricultural Water Management

Volumn 97, Issue 10, 2010, Pages 1628-1636

  Zwart, Sander J ^a,b,d   Bastiaanssen, Wim G M ^a,b   de Fraiture, Charlotte ^c   Molden, David J ^c  

^a WaterWatch   (Netherlands)

^b DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

^c INTERNATIONAL WATER MANAGEMENT INSTITUTE   (Sri Lanka)

^d AFRICA RICE CENTER AFRICARICE   (Benin)

Author keywords

Benchmarking; Global modelling; Remote sensing; Water productivity; Wheat

Indexed keywords

ACTUAL EVAPOTRANSPIRATION; AIR TEMPERATURE; ATMOSPHERIC TRANSMISSIVITY; COMPARISON WITH MEASUREMENTS; CURRENT LEVELS; DRY MATTER PRODUCTION; ENERGY BALANCE MODELS; EVAPORATIVE FRACTION; EXPERIMENTAL CONDITIONS; GLOBAL SCALE; IN-PLANTS; INPUT DATAS; SPATIAL VARIABLES; SPATIAL VARIATIONS; SURFACE ALBEDO; THEORETICAL FRAMEWORK; TWO PARAMETER; VEGETATION INDEX; WATER PRODUCTIVITY; WHEAT FIELDS; WORLD POPULATION;

AGRICULTURE; ATMOSPHERIC TEMPERATURE; BENCHMARKING; FOOD SUPPLY; REMOTE SENSING; SENSITIVITY ANALYSIS; VEGETATION; WATER SUPPLY;

PRODUCTIVITY;

AIR TEMPERATURE; ALBEDO; BENCHMARKING; DATA SET; DRY MATTER; ENERGY BUDGET; FOOD SUPPLY; GLOBAL CHANGE; NDVI; REMOTE SENSING; SENSITIVITY ANALYSIS; WATER ECONOMICS; WATER PLANNING; WHEAT;

HARYANA; INDIA; SIRSA;

TRITICUM AESTIVUM;

EID: 77954542845     PISSN: 03783774     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agwat.2010.05.017     Document Type: Article

References (55)

1. Al-Kaisi M.M., Berrada A., Stack M. Evaluation of irrigation scheduling program and spring wheat yield response in Southwestern Colorado. Agric. Water Manage. 1997, 34:137-148.
2. Amir J., Krikun J., Orion D., Putter J., Klitman S. Wheat production in an arid environment. 1. Water-use efficiency, as affected by management practices. Field Crops Res. 1991, 27:351-364.
3. Anderson M.C., Norman J.M., Kustas W.P., Houborg R., Starks P.J., Agam N. A thermal-based remote sensing technique for routine mapping of land-surface carbon, water and energy fluxes from field to regional scales. Remote Sens. Environ. 2008, 112:4227-4241.
4. Asrar G.E., Fuchs M., Kanemasu E.T., Hatfield J.L. Estimating absorbed photosynthetic radiation and leaf area index from spectral reflectance in wheat. Agron. J. 1984, 76:300-306.
5. Asrar G., Myneni R.B., Choudhury B.J. Spatial heterogeneity in vegetation canopies and remote sensing of absorbed photosynthetically active radiation: a modelling study. Remote Sens. Environ. 1992, 41:85-103.
6. Bastiaanssen W.G.M., Thiruvengadachari S., Sakthivadivel R., Molden D.J. Satellite remote sensing for estimating productivities of land and water. Int. J. Water Res. Dev. 1999, 15:181-196.
7. Bastiaanssen W.G.M., Ali S. A new crop forecasting model based on satellite measurements applied across the Indus Basin. Pakistan Agric. Ecosyst. Environ. 2003, 94:321-340.
8. Bastiaanssen W.G.M., Noordman E.J.M., Pelgrum H., Davids G., Thoreson B.P., Allen R.G. SEBAL model with remotely sensed data to improve water-resources management under actual field conditions. J. Irr. Drain. Eng. 2005, 131:85-93.
9. Baumhardt R.L., Jones O.R. Residue management and tillage effects on soil-water storage and grain yield of dryland wheat and sorghum for a clay loam in Texas. Soil Till. Res. 2002, 68:71-82.
10. Bierhuizen J.F., Slatyer O.R. Effect of atmospheric concentration of water vapor and CO2 in determining transpiration-photosynthesis relationships of cotton leaves. Agric. Meteorol. 1965, 2:259-270.
11. Bouthiba A., Debaeke P., Hamoudi S.A. Varietal differences in the response of durum wheat (Triticum turgidum L. var. durum) to irrigation strategies in a semi-arid region of Algeria. Irr. Sci. 2008, 26:239-251.
12. Cayci G., Heng L.K., Öztürk H.S., Sürek D., Kütük C., Saĝlama M. Crop yield and water use efficiency in semi-arid region of Turkey. Agric. Water Manage. 2009, 103:65-72.
13. De Bruin H.A.R., Stricker J.N.M. Evaporation of grass under non-restricted soil moisture conditions. Hydrol. Sci. J. 2000, 45:391-406.
14. Fereres E., Soriano M.A. Deficit irrigation for reducing agricultural water use. J. Exp. Bot. 2007, 58:147-159.
15. Field C.B., Randerson J.T., Malmstrom C.M. Global net primary production: combining ecology and remote sensing. Remote Sens. Environ. 1995, 51:74-88.
16. Hatfield J.L., Asrar G., Kanemasu E.T. Intercepted photosynthetically active radiation estimated by spectral reflectance. Remote Sens. Environ. 1984, 14:65-75.
17. Immerzeel W.W., Gaur A., Zwart S.J. Integrating remote sensing and a process-based hydrological model to evaluate water use and productivity in a south Indian catchment. Agric. Water Manage. 2008, 95:11-24.
18. Kamilov B., Ibragimov N., Evett S., Heng L. Use of neutron probe for investigations of winter wheat irrigation scheduling in automorphic and semi-hydromorphic soils of Uzbekistan. Proc. International Workshop on Conservation Agriculture for Sustainable Wheat Production in Rotation with Cotton in Limited Water Resource Areas 2002.
19. Kijne J.W., Barker R., Molden D. Water Productivity in Agriculture: Limits and Opportunities for Improvement 2003, CAB International, Wallingford, UK.
20. Latta J., O'Leary G.J. Long-term comparison of rotation and fallow tillage systems of wheat in Australia. Field Crops Res. 2003, 83:173-190.
21. Leff B., Ramankutty N., Foley J.A. Geographic distribution of major crops across the world. Glob. Biogeochem. Cycles 2004, 18:GB1009.
22. Liu J., Williams J.R., Zehnder A.J.B., Yang H. GEPIC - modelling wheat yield and crop water productivity with high resolution on a global scale. Agric. Syst. 2007, 94:478-493.
23. López-Bellido R.J., López-Bellido L., Benítez-Vega J., López-Bellido F.J. Tillage system, preceding crop, and nitrogen fertilizer in wheat crop: II. Water utilization. Agron. J. 2007, 99:66-72.
24. Mandal K.G., Hati K.M., Mishra A.K., Bandyopadhyay K.K., Mohanty M. Irrigation and nutrient effects on growth and water-yield relationship of wheat (Triticum aestivum L.) in central India. J. Agron. Crop Sci. 2005, 191:416-425.
25. McVicar T., Zhang G., Bradford A., Wang H., Dawes W., Zhang L., Lingtao L. Monitoring Regional Agricultural Water Use Efficiency for Hebei Province on the North China Plain. Aus. J. Agric. Res. 2002, 53:55-76.
26. Mishra H.S., Rathore T.R., Tomar V.S. Water use efficiency of irrigated wheat in the Tarai Region of India. Irr. Sci. 1995, 16:75-80.
27. Mo X., Liu S., Lin Z., Guo R. Regional crop yield, water consumption and water use efficiency and their responses to climate change in the North China Plain. Agric. Ecosyst. Environ. 2009, 134:67-78.
28. Molden D., Sakthivadivel R. Water accounting to assess use and productivity of water. Int. J. Water Resour. Dev. 1999, 15:55-71.
29. Molden D., Oweis T.Y., Steduto P., Kijne J.W., Hanjra M.A., Bindraban P.S. Pathways for increasing agricultural water productivity. Water for Food, Water for Life: A Comprehensive Assessment of Water Management in Agriculture 2007, Earthscan/International Water Management Institute, London/Colombo. D.J. Molden (Ed.).
30. Molden D., Oweis T., Steduto P., Bindraban P., Hanjra M.A., Kijne J. Improving agricultural water productivity: between optimism and caution. Agric. Water Manage 2010, 97:528-535.
31. Monteith J.L. Solar radiation and productivity in tropical ecosystems. J. Appl. Ecol. 1972, 9:747-766.
32. Moody E.G., King M.D., Platnick S., Schaaf C.B., Gao F. Spatially complete global spectral surface albedos: value-added datasets derived from Terra MODIS land products. IEEE Trans. Geosci. Remote Sens. 2005, 43:144-158.
33. Moran M.S., Maas S.J., Pinter P.J. Combining remote sensing and modelling for estimating surface evaporation and biomass production. Remote Sens. Rev. 1995, 12:335-353.
34. Moriondo M., Maselli F., Bindi M. A simple model of regional wheat yield based on NDVI data. Eur. J. Agron. 2007, 26:266-274.
35. Mrabet R. Wheat yield and water use efficiency under contrasting residue and tillage management systems in a semiarid area of Morocco. Exp. Agric. 2002, 38:237-248.
36. Myneni R.B., Williams D.L. On the relationship between FAPAR and NDVI. Remote Sens. Environ. 1994, 49:200-211.
37. New M., Hulme M., Jones P.D. Representing twentieth century space-time climate variability. Part 1: development of a 1961-90 mean monthly terrestrial climatology. J. Clim. 1999, 12:829-856.
38. O'Leary G.J., Connor D.J. Stubble retention and tillage in a semiarid environment: 3. Response of wheat. Field Crops Res. 1997, 54:39-50.
39. Rahman S.M., Khalil M.I., Ahmed M.F. Yield-water relations and nitrogen utilization by wheat in salt-affected soils in Bangladesh. Agric. Water Manage. 1995, 28:49-65.
40. Regan K.L., Siddique K.H.M., Tennant D., Abrecht D.G. Grain yield and water use efficiency of early maturing wheat in low rainfall Mediterranean environments. Aus. J. Agric. Res. 1997, 48:595-603.
41. Sadras V.O., Angus J.F. Benchmarking water-use efficiency of rainfed wheat in dry environments. Aus. J. Agric. Res. 2006, 57:847-856.
42. Schneider A.D., Howell T.A. Scheduling deficit wheat irrigation with data from an evapotranspiration network. Trans. Am. Soc. Agric. Eng. 2001, 44:1617-1623.
43. Sezen S.M., Yazar A. Wheat yield response to line-source sprinkler irrigation in the arid Southeast Anatolia region of Turkey. Agric. Water Manage. 2006, 81:59-76.
44. Shunqing A., Gengshan L., Anhong G. Consumption of available soil water stored at planting by winter wheat. Agric. Water Manage. 2003, 63:99-107.
45. Shuttleworth W.J. Micrometeorology of temperate and tropical forest. Proc. R. Soc. Lond. 1989, B324:299-334.
46. Singh R., van Dam J.C., Feddes R.A. Water productivity analysis of irrigated crops in Sirsa District. India Agric. Water Manage. 2006, 82:253-278.
47. Steduto P., Hsiao T.C., Fereres E. On the conservative behaviour of biomass water productivity. Irr. Sci. 2007, 25:189-207.
48. Van Dam, J.C., Malik, R.S. (Eds), 2003. Water productivity of irrigated crops in Sirsa district, India. Integration of remote sensing, crop and soil models and geographical information systems. WATPRO Final Report, Including CD-ROM, 173 pp.
49. Van Dam J.C., Singh R., Bessembinder J.J.E., Leffelaar P.A., Bastiaanssen W.G.M., Jhorar R.K., Kroes J.G., Droogers P. Assessing options to increase water use productivity in irrigated river basins using remote sensing and modeling tools. Int. J. Water Resour. Dev. 2006, 22:115-133.
50. Xinyuan W., Mengyu L., Xionan L., Xuesen M. Water use and water use efficiency of winter wheat in an water-deficient and salt-affected area in Hebei Province. Water Use Efficiency in Agriculture: Proceedings of the Binational China-Israel workshop 1993, J. Shalhevet, L. Changming, X. Yuexian, V.R. Priel (Eds.).
51. Zhang H., Oweis T.Y., Garabet S., Pala M. Water-use efficiency and transpiration efficiency of wheat under rainfed conditions and supplemental irrigation in a Mediterranean-type environment. Plant Soil 1998, 20:295-305.
52. Zwart S.J., Bastiaanssen W.G.M. Review of measured crop water productivity values for irrigated wheat, rice, cotton and maize. Agric. Water Manage. 2004, 69:115-133.
53. Zwart S.J., Bastiaanssen W.G.M. SEBAL for detecting spatial variation of water productivity and scope for improvement in eight irrigated wheat systems. Agric. Water Manage. 2007, 89:287-296.
54. Zwart S.J., Bastiaanssen W.G.M., de Fraiture C., Molden D.J. A global benchmark map of water productivity for rainfed and irrigated wheat. Agric. Water Manage. 2010, 97:1617-1627.
55. Zwart, S.J., L.M.C. Leclert, in press. A remote sensing based irrigation performance assessment: a case study of the Office du Niger. Mali. Irr. Sci.