Daily reference evapotranspiration for California using satellite imagery and weather station measurement interpolation

Civil Engineering and Environmental Systems

Volumn 26, Issue 1, 2009, Pages 19-33

  Hart, Q J ^a   Brugnach, M ^a   Temesgen, B ^b   Rueda, C ^a   Ustin, S L ^a   Frame, K ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b CALIFORNIA DEPARTMENT OF WATER RESOURCES   (United States)

Author keywords

Evapotranspiration; Remote sensing; Satellite imaging; Sensor systems

Indexed keywords

ATMOSPHERIC RADIATION; EVAPOTRANSPIRATION; GEOSTATIONARY SATELLITES; IRRIGATION; KNOWLEDGE MANAGEMENT; MANAGEMENT INFORMATION SYSTEMS; MANAGERS; OPTICAL PROJECTORS; REMOTE SENSING; RISK PERCEPTION; SATELLITES; SCHEDULING; SENSOR NETWORKS; SENSORS; WATER RESOURCES; WATER SUPPLY; WEATHER INFORMATION SERVICES;

CLEAR SKIES; CLOUD COVERS; EFFICIENT MANAGEMENT STRATEGIES; GEOSTATIONARY OPERATIONAL ENVIRONMENTAL SATELLITES; HIGH SPATIAL RESOLUTIONS; IRRIGATION SCHEDULING; METEOROLOGICAL DATUM; PENMAN MONTEITHS; POTENTIAL RISKS; REFERENCE EVAPOTRANSPIRATIONS; RESOURCE MANAGERS; SATELLITE DATUM; SATELLITE IMAGES; SATELLITE IMAGING; SENSOR SYSTEMS; URBAN LANDSCAPES; WATER BUDGETS; WATER STRESS; WATER USE; WEATHER DATUM; WEATHER STATIONS;

SATELLITE IMAGERY;

DATABASE; ENVIRONMENTAL MONITORING; EVAPOTRANSPIRATION; GOES; INTERPOLATION; NOAA SATELLITE; REMOTE SENSING; SATELLITE DATA; SATELLITE IMAGERY; SATELLITE SENSOR; SOFTWARE; WATER RESOURCE;

CALIFORNIA; NORTH AMERICA; UNITED STATES;

EID: 60349131255     PISSN: 10286608     EISSN: 10290249     Source Type: Journal    
DOI: 10.1080/10286600802003500     Document Type: Article

References (29)

1. Allen, R. G. et al. (2005) ASCE standardized reference evapotranspiration equation. American Society of Civil Engineers, Reston, VA
2. Antonió, O. et al. (2001) Spatio-temporal interpolation of climatic variables over large region of complex terrain using neural networks. Ecological Modeling, 138, pp. 255-263.
3. Beyer, H. G., Costanzo, C. and Heinmann, D. (1996) Modifications of the Heliosat procedure for irradiance estimates from satellite images. Solar Energy, 56:3, pp. 207-212.
4. Brunt, D. (1932) Notes on radiation in the atmosphere. I. Quarterly Journal of the Royal Meteorological Society, 58:2, pp. 389-420.
5. Daly, C., Neilson, R. P. and Phillips, D. L. (1994) A statistical topographic model for mapping climatological precipitation over mountainous terrain. Journal of Applied Meteorology, 33, pp. 140-158.
6. Diak, G. R. and Gautier, C. (1983) Improvements to a simple physical model for estimating insolation from GOES data. Journal of Climate and Applied Meteorology, 22, pp. 505-508.
7. Duffie, J. and Beckman, W. (1980) Solar Engineering of Thermal Processes. John Wiley and Sons, New York
8. Ellis, J. and Vonder Haar, T. (1976) Zonal averaged ERB measurements from satellites for climate studies. Colorado State University, Ft. Collins, CO
9. Gautier, C., Diak, G. R. and Masse, S. (1980) A simple physical model to estimate incident solar radiation at the surface from GOES satellite data. Journal of Applied Meteorology, 19, pp. 1005-1012.
10. GRASS Development Team (2006) Geographic resources analysis support system (GRASS GIS) software. Trento, Italy
11. Hay, J. E. (1993) Satellite based estimates of solar irradiance at the earth's surface - I modeling approaches. Renewable Energy, 3:45, pp. 381-393.
12. Hutchinson, M. F. et al. (1995) Stochastic space-time weather models from ground based data. Agriculture and Forest Meteorology, 73, pp. 237-264.
13. Leferve, M., Aluisson, M. and Wald, L. (2002) Description of the software Heliosat - II for the conversion of images acquired be Meteosat satellites in the visible band into maps of solar radiation available at ground level.
14. Mardikis, M. G., Kalivas, D. P. and Kollias, V. J. (2005) Comparison of interpolation methods for the prediction of reference evapotranspiration-an application in Greece. Water Resources Management, 19, pp. 251-278.
15. Mitasova, H. et al. (1995) Modeling spatially and temporally distributed phenomena: New methods and tools for GRASS GIS. International Journal of Geographical Information Systems, 9:4, pp. 433-446.
16. Neteler, M. and Mitasova, H. Open source GIS: A GRASS GIS approach, Springer, Boston
17. Noia, M., Ratto, C. F. and Festa, R. (1993) Solar irradiance estimation from geostationary satellite data: I. statistical models. Solar Energy, 51:6, pp. 449-456.
18. Noia, M., Ratto, C. F. and Festa, R. (1993) Solar irradiance estimation from geostationary satellite data: II. physical models. Solar Energy, 51:6, pp. 457-465.
19. Perez, R., Seals, R. and Zelenka, A. (1997) Comparing satellite remote sensing and ground network measurements for the production of site/time specific irradiance data. Solar Energy, 60:2, pp. 89-96.
20. Philips, D. L. and Marks, D. (1996) Spatial uncertainty analysis: propagation of interpolation errors in spatially distributed models. Ecological Modeling, 91, pp. 213-229.
21. Price, D. T. et al. (2000) A comparison of two statistical methods for spatial interpolation of Canadian monthly mean climate. Agriculture and Forest Meteorology, 101, pp. 81-94.
22. Remund, J. et al. (2003) Worldwide Linke turbidity information. Proceedings of ISES solar world congress, Goteborg, Sweden
23. Rigollier, C., Bauer, O. and Wald, L. (2003) On the clear sky model of ESRA - European solar radiation atlas - with respect to the Heliosat method. Solar Energy, 68:1, pp. 33-48.
24. Rigollier, C., Lefèvre, M. and Wald, L. (2001) The new method Heliosat-II.
25. Temesgen, B. (2003) CIMIS - past, present, and future. Water conservation news
26. Temesgen, B. and Frame, K. (2005) CIMIS as a tool for water conservation. Water conservation news
27. Thornton, P. E., Running, S. W. and White, M. A. (1997) Generating surfaces of daily meteorological variables over large regions of complex terrain. Journal of Hydrology, 190, pp. 214-251.
28. Tian, Y. Q. et al. (2001) Estimating solar radiation on slopes of arbitrary aspect. Agricultural and Forest Meteorology, 109, pp. 67-74.
29. Walter, I. et al. (2000) ASCE's standardized reference evapotranspiration equation. American Society of Civil Engineers Watershed Management Conference American Society of Civil Engineers, p. 11. Ft. Collins, CO