Assimilation of remotely sensed latent heat flux in a distributed hydrological model

Advances in Water Resources

Volumn 26, Issue 2, 2003, Pages 151-159

  Schuurmans, J M ^a   Troch, P A ^a   Veldhuizen, A A ^a   Bastiaanssen, W G M ^b   Bierkens, M F P ^c  

^a WAGENINGEN UNIVERSITY   (Netherlands)

^b WaterWatch   (Netherlands)

^c UTRECHT UNIVERSITY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; EVAPOTRANSPIRATION; GROUNDWATER FLOW; HEAT FLUX; HYDROLOGY; INTERFACIAL ENERGY; KALMAN FILTERING; SURFACE WATERS;

LATENT HEAT FLUX;

WATER RESOURCES;

AVHRR; CATCHMENT; HYDROLOGICAL MODELING; LATENT HEAT FLUX; NOAA SATELLITE; REMOTE SENSING; WATER BUDGET;

EID: 0037301272     PISSN: 03091708     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0309-1708(02)00089-1     Document Type: Article

References (28)

1. Bastiaanssen WGM. SEBAL-based sensible and latent heat fluxes in the irrigated Gediz Basin, Turkey. J Hydrol 2000;229(2000):87-100.
2. Bastiaanssen WGM, Menenti M, Feddes RA, Holtslag AAM. A remote sensing surface energy balance algorithm for land (SEBAL). 1. Formulation. J Hydrol 1998;212-213:198-212.
3. Callies U, Rhodin A, Eppel DP. A case study on variational soil moisture analysis from atmospheric observations. J Hydrol 1998;212-213:95-108.
4. De Bruin HAR. From penman to makkink. In: Hooghart JC, editor. Proceedings and Information: TNO Committee on Hydrological Research, vol. 39. The Netherlands: The Hague; 1987. p. 5-31.
5. De Laat PJM. Model for unsaturated flow above a shallow watertable, applied to a regional sub-surface flow problem. PhD thesis, Landbouwhogeschool Wageningen, The Netherlands, 1980.
6. Feddes RA. Crop factors in relation to Makkink reference-crop evapotranspiration. TNO Committee on Hydrological Research, vol. 39. The Netherlands: The Hague; 1987. p. 33-45.
7. Feddes RA, Kabat P, van Bakel PJT, Bronswijk JJB, Halbertsma J. Modeling soil water dynamics in the unsaturated zone-state of the art. J Hydrol 1988;100:69-111.
8. GalantowiczJF, Entekhabi D, Njoku EG. Test of sequential data assimilation for retrieving pro.le soil moisture and temperature from observed L-band radiabrightness. IEEE Trans Geosci Remote Sensing 1999;37(4):1860-70.
9. Hoeben R, Troch PA. Assimilation of active microwave observation data for soil moisture profile estimation. Water Resour Res 2000;36(10):2805-19.
10. Houser PR, Shuttleworth WJ, Famiglietti JS, Gupta HV, Syed KH, Goodrich DC. Integration of soil moisture remote sensing and hydrologic modeling using data assimilation. Water Resour Res 1998;34(12):3405-20.
11. Jackson TJ, Schmugge J, Engmen ET. Remote Sensing applications to hydrology: soil moisture. Hydrol Sci J 1996;41(4): 517-30.
12. Koninklijk Nederlands Meteorologisch Instituut. Jaaroverzicht neerslag en verdamping in Nederland. KNMI, 1990 until 1999.
13. Mc Laughlin D. Recent developments in hydrologic data assimilation. Rev. Geophys. 1995;33(Suppl), American Geophysical Union.
14. Querner EP. Description and application of the combined surface and groundwater flow model MOGROW. J Hydrol 1997;192:158-88.
15. Rappol M. Till in southeast Drente and the origin of the Hondsrug complex. Eiszeitalter und Gegenwart: Jahrbuch der Deutschen Quartaervereinigung 1984;34:7-27.
16. Reichle R, McLaughlin DB, Entekhabi D. Hydrologic data assimilation with the Ensemble Kalman filter. Monthly Weather Rev 2002;130(1):103-14.
17. Reichle R, Entekhabi D, McLaughlin DB. Downscaling of radio brightness measurements for soil moisture estimation: A fourdimensional variational data assimilation approach. Water Resour Res 2001;37(9):2353-64.
18. Reichle R, McLaughlin DB, Entekhabi D. Variational data assimilation of microwave radiobrightness observations for land surface hydrology applications. IEEE Trans Geosci Remote Sensing 2001;39(8):1708-18.
19. Schuurmans JM. Assimilating remotely sensed soil moisture and latent heat fluxes in a distributed hydrological model. MSc. Thesis, Wageningen University, 2001.
20. Shuttleworth WJ, Gurney RJ, Hsu AY, Ormsby JP. In: FIFE: the variation in energy partitioning at surface flux sites, remote sensing and large scale global processes Proceedings of the Baltimore Symposium IAHS publication no 186. Oxfordshire: IAHS Press; 1989. p. 67-74.
21. Thunnissen HAM, De Wit AJW. The national land cover database of the Netherlands. In: Beek KJ, Molenaars M, editors. Geoinformation for all; XIX congress of the International Society for Photogrammetry and Remote Sensing (ISPRS), Lemmer, GITC, 2000. Int. Arch, Photogramm, Remote Sens. 2000; vol. 33, Part B7/3: 223-230 (cd-rom).
22. Van Loon EE, Troch PA. Directives for 4D soil moisture data assimilation in hydrologic modeling. Soil-vegetation-atmosphere transfer schemes and large-scale hydrological models (Proceedings of a symposium held during the Sixth IAHS Scienti.c Assembly at Maastricht, The Netherlands, July 2001). IAHS Publ. No. 270, 2001.
23. Van Loon EE, Troch PA. Tikhonov regularization as a tool for assimilating soil moisture data in distributed hydrological models. HydrolProcesses 2002;16(2):531-56.
24. Walker JP, Willgoose GR, Kalma JD. One-dimensional soil moisture profile retrieval by assimilation of near-surface measurements: a simplified soil moisture model and field application. J Hydrometeorol 2001;2(4):356-73.
25. Walker JP, Willgoose GR, Kalma JD. One-dimensional soil moisture profile retrieval by assimilation of near-surface observations: a comparison of retrieval algorithms. Adv Water Resour 2001;24(6):631-50.
26. Walker JP, Houser PR. A methodology for initializing soil moisture in a global climate model: assimilation of near-surface soil moisture observations. J Geophys Res-Atmos 2001; 106(D11):11761-74.
27. Wesseling JG. CAPSEV CAPSEV: steady state moisture flow theory: program description, user manual. Winand Staring Centre, Wageningen, 1991.
28. Zhong Q, Li YH. Satellite observation of surface albedo over the Qinghai-Xizang plateau region. Adv Atmos Sci 1988;5:57-65.