Combining weather prediction and remote sensing data for the calculation of evapotranspiration rates: application to Denmark

References

• Andersen , H . 1996 . Estimation of precipitable water vapour from NOAA-AVHRR during the Hapex-Sahel experiment . International Journal of Remote Sensing , 17 : 2783 – 2801 .
   Web of Science ®Google Scholar
• Anderson , M. C , Norman , J. M , Diak , G. R , Kustas , W. P and Mecikalski , J. R . 1997 . A two-source time-integrated model for estimating surface fluxes using thermal infrared remote sensing . Remote Sensing of Environment , 60 : 195 – 216 .
   Web of Science ®Google Scholar
• 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). 2. Validation . Journal of Hydrology , 212–213 : 213 – 229 .
   Web of Science ®Google Scholar
• Boegh E Soegaard H 2004 Remote sensing based estimation of evapotranspiration rates International Journal of Remote Sensing, in press
   Google Scholar
• Boegh , E , Schelde , K and Soegaard , H . 2000 . Estimating transpiration rates in a Danish agricultural area using Landsat Thermal Mapper data . Physics and Chemistry of the Earth , 25 : 685 – 689 .
   Web of Science ®Google Scholar
• Boegh , E , Soegaard , H and Thomsen , A . 2002 . Evaluating evapotranspiration rates and surface conditions using Landsat TM to estimate atmospheric resistance and surface conditions . Remote Sensing of Environment , 79 : 329 – 343 .
   Web of Science ®Google Scholar
• Cayrol , P , Kergoat , L , Moulin , S , Dedieu , G and Chehbouni , A . 2000 . Calibrating a coupled SVAT-Vegetation Growth Model with remotely sensed reflectance and surface temperature—a case study for the HAPEX-Sahel grassland sites . Journal of Applied Meteorology , 39 : 2452 – 2473 .
   Google Scholar
• Choudhury , B. J , Reginato , R. J and Idso , S. B . 1986 . An analysis of infrared temperature observations over wheat and calculation of latent heat flux . Agricultural and Forest Meteorology , 37 : 75 – 88 .
   Web of Science ®Google Scholar
• Cooper , D and Asrar , G . 1989 . Evaluating atmospheric correction models for retrieving surface temperature from the AVHRR over a tallgrass praire . Remote Sensing of Environment , 24 : 93 – 102 .
   Google Scholar
• Czajkowski , K. P , Goward , S. N , Shirey , D and Walz , A . 2002 . Thermal remote sensing of near-surface water vapour . Remote Sensing of Environment , 79 : 253 – 265 .
   Web of Science ®Google Scholar
• Goetz , S. J . 1997 . Multi-sensor analysis of NDVI, surface temperature and biophysical variables at a mixed grassland site . International Journal of Remote Sensing , 18 : 71 – 94 .
   Web of Science ®Google Scholar
• Goward , S. N , Waring , R. H , Dye , D. G and Yang , J . 1994 . Ecological remote sensing at OTTER: satellite macroscale observations . Ecological Applications , 4 : 322 – 343 .
   Web of Science ®Google Scholar
• Hasager , C. B , Jensen , N. O , Boegh , E , Soegaard , H , Thomsen , A and Schelde , K . 2001 . Scaling-up evapotranspiration from field to regional scale based on optical remote sensing scenes . IAHS Publication , 267 : 292 – 296 .
   Google Scholar
• Hasager , C. B , Nielsen , N. W , Jensen , N. O , Christensen , J. H , Dellwik , E , Soegaard , H and Boegh , E . 2003 . Effective roughnesses calculated from satellite-derived land cover maps and hedge information and used in a weather forecasting model . Boundary Layer Meteorology , 109 : 227 – 254 .
   Google Scholar
• Idso , S. B . 1981 . A set of equations for full spectrum and 8- to 14 µm thermal radiation from cloudless skies . Water Resources Research , 17 : 295 – 304 .
   Web of Science ®Google Scholar
• Jackson , R. D , Reginato , R. J and Idso , S. B . 1977 . Wheat canopy temperature: a practical tool for evaluating water requirements . Water Resources Research , 13 : 651 – 656 .
   Web of Science ®Google Scholar
• Jarvis , P. G and McNaughton , K. G . 1986 . Stomatal control of transpiration: scaling up from leaf to region . Advances in Ecological Research , 15 : 1 – 49 .
   Web of Science ®Google Scholar
• Jensen , N. O and HummelshØj , P . 1995 . Derivation of canopy resistance for water vapour fluxes over a spruce forest, using a new technique for the viscous sublayer resistance . Agricultural and Forest Meteorology , 73 : 339 – 352 .
   Google Scholar
• Jia , L , Su , Z , van den Hurk , B , Menenti , M , Moene , A , De Bruin , H. A. R , Yrisary , J. J. B , Ibanez , M and Cuesta , A . 2003 . Estimation of sensible heat flux using the Surface Energy Balance System (SEBS) and ATSR measurements . Physics and Chemistry of Earth , 28 : 75 – 88 .
   Web of Science ®Google Scholar
• Kaufman , Y. J and Gao , B.-C . 1992 . Remote sensing of water vapour in the near IR from EOS/MODIS . IEEE Transactions on Geoscience and Remote Sensing , 30 : 871 – 884 .
   Web of Science ®Google Scholar
• Kaufmann , Y. J and Sendra , C . 1988 . Algorithm for automatic atmospheric corrections to visible and near-IR satellite imagery . International Journal of Remote Sensing , 9 : 1357 – 1381 .
   Google Scholar
• Kaufmann , Y. J and Tanré , D . 1996 . Strategy for direct and indirect methods for correcting the aerosol effect on remote sensing: from AVHRR to EOS-MODIS . Remote Sensing of Environment , 55 : 65 – 79 .
   Google Scholar
• Kustas , W. P and Daughtry , C. S. T . 1990 . Estimation of the soil heat flux/net radiation ratio form spectral data . Agricultural and Forest Meteorology , 49 : 205 – 223 .
   Web of Science ®Google Scholar
• Kustas , W. P and Norman , J. M . 1999 . Evaluation of soil and vegetation heat flux predictions using a simple two-source model with radiometric temperatures for partial canopy cover . Agricultural and Forest Meteorology , 94 : 13 – 29 .
   Web of Science ®Google Scholar
• Kustas , W. P , Moran , M. S , Humes , K. S , Stannard , D. I , Pinter , P. J. Jr , Hipps , L. E , Swiatek , E and Goodrich , D. C . 1994 . Surface energy balance estimates at local and regional scales using optical remote sensing from an aircraft platform and atmospheric data collected over semiarid rangelands . Water Resources Research , 30 : 1241 – 1259 .
   Web of Science ®Google Scholar
• Lagouarde , J.-P . 1991 . Use of NOAA AVHRR data combined with an agrometeorological model for evaporation mapping . International Journal of Remote Sensing , 12 : 1853 – 1864 .
   Web of Science ®Google Scholar
• McVicar , T. R and Jupp , D. L. B . 1999 . Estimating one-time-of-day meteorological data from standard daily data as inputs to thermal remote sensing based energy balance models . Agricultural and Forest Meteorology , 96 : 219 – 238 .
   Web of Science ®Google Scholar
• Mihailovic , D. T , Pielke , R. A , Rajkovic , B , Lee , T. J and Jeftic , M . 1993 . A resistance representiation of schemes for evaporation from bare and partly plant-covered surfaces for use in atmospheric models . Journal of Applied Meteorology , 32 : 1038 – 1054 .
   Google Scholar
• Moran , M. S , Clarke , T. R , Inoue , Y and Vidal , A . 1994 . Estimating crop water deficits using the relation between surface–air temperature and spectral vegetation index . Remote Sensing of Environment , 49 : 246 – 263 .
   Web of Science ®Google Scholar
• Moran , M. S , Rahman , A. F , Washburne , J. C , Goodrich , D. C , Weltz , M. A and Kustas , W. P . 1996 . Combining the Penman–Monteith equation with measurements of surface temperature and reflectance to estimate evaporation rates of semiarid grassland . Agricultural and Forest Meteorology , 80 : 87 – 109 .
   Web of Science ®Google Scholar
• Nielsen K Stjernholm M Olsen B. Ø Müller-Wohlfeil D.-I Madsen I.-L Kjeldgaard A Groom G Hansen H. S Rolev A. M Hermansen B Skov-Petersen H Johannsen V. K Hvidberg M Jensen J. E Bacher V Larsen H 2000 The Areal Information System (Silkeborg: National Environment Research Institute), in Danish
   Google Scholar
• Norman , J. M , Kustas , W. P and Humes , K. S . 1995 . Source approach for estimating soil and vegetation energy fluxes in observations of directional radiometric surface temperature . Agricultural and Forest Meteorology , 77 : 263 – 293 .
   Web of Science ®Google Scholar
• Oke T. R 1987 Boundary Layer Climates, 2nd edn (Cambridge: Cambridge University Press)
   Google Scholar
• Olioso , A , Chauki , H , Courault , D and Wigneron , J.-P . 1999 . Estimation of evapotranspiration and photosynthesis by assimilation of remote sensing data into SVAT Models . Remote Sensing of Environment , 68 : 341 – 356 .
   Web of Science ®Google Scholar
• Pilegaard , K , Hummelshoej , P , Jensen , N. O and Chen , Z . 2001 . Two years of continuous CO2 eddy-flux measurements over a Danish beech forest . Agricultural and Forest Meteorology , 107 : 29 – 41 .
   Web of Science ®Google Scholar
• Price , J. C . 1984 . Land surface temperature measurements from the split window channels of the NOAA Advanced Very High Resolution Radiometer . Journal of Geophysical Research , 89 : 7231 – 7237 .
   Web of Science ®Google Scholar
• Prihodko , L and Goward , S. N . 1997 . Estimation of air temperature from remotely sensed surface observations . Remote Sensing of Environment , 60 : 335 – 346 .
   Web of Science ®Google Scholar
• Prince , S. D , Goetz , S. J , Dubayah , R. O , Czajkowski , K. P and Thawley , M . 1998 . Inference of surface and air temperature, atmospheric precipitable water and vapor pressure deficit using AVHRR satellite observations: comparison with field observations . Journal of Hydrology , 212–213 : 231 – 250 .
   Google Scholar
• Rahman , H and Dedieu , G . 1994 . SMAC: a simplified method for the atmospheric correction of satellite measurements in the solar spectrum . International Journal of Remote Sensing , 15 : 123 – 143 .
   Web of Science ®Google Scholar
• Sandholt , I , Rasmussen , K and Andersen , J . 2002 . A simple interpretation of the surface temperature/vegetation index space for assessment of surface moisture status . Remote Sensing of Environment , 79 : 213 – 224 .
   Web of Science ®Google Scholar
• Schmid , H. P , Grimmond , C. S. B , Cropley , F , Offerle , B and Su , H.-B . 2000 . Measurements of CO2 and energy fluxes over a mixed hardwood forest in the mid-western United States . Agricultural and Forest Meteorology , 103 : 357 – 374 .
   Web of Science ®Google Scholar
• Schüssel , P , Schanz , L and Englisch , G . 1995 . Retrieval of latent heat flux and longwave irradiance at the sea surface from SSM/I and AVHRR measurements . Advanced Space Research , 16 : 107 – 116 .
   Google Scholar
• Song , C , Woodcock , C. E , Seto , K. C , Lenney , M. P and Macomber , S. A . 2001 . Classification and change detection using Landsat TM data: when and how to correct atmospheric effects? . Remote Sensing of Environment , 75 : 230 – 244 .
   Web of Science ®Google Scholar
• Stull R. B 1988 An Introduction to Boundary Layer Meteorology (Dordrecht: Kluwer Adacemic Publishers)
   Google Scholar
• Troufleau , D and Soegaard , H . 1998 . Deriving surface water status in the Sahel from the Pathfinder AVHRR land data set . Physics and Chemistry of Earth , 23 : 421 – 426 .
   Google Scholar
• Valiente , J. A , Nunez , M , Lopez-Baeza , E and Moreno , J. F . 1995 . Narrow-band to broad-band conversion for Meteosat-visible channel and broad-band albedo using both AVHRR-1 and -2 channels . International Journal of Remote Sensing , 16 : 1147 – 1166 .
   Web of Science ®Google Scholar