Disaggregation of MODIS surface temperature over an agricultural area using a time series of Formosat-2 images

Remote Sensing of Environment

Volumn 114, Issue 11, 2010, Pages 2500-2512

  Merlin, Olivier ^a   Duchemin, Benoit ^a   Hagolle, Olivier ^a   Jacob, Frédéric ^b   Coudert, Benoit ^a   Chehbouni, Ghani ^a   Dedieu, Gérard ^a   Garatuza, Jaime ^c   Kerr, Yann ^a  

^a CESBIO   (France)

^b UMR LISAH   (France)

^c INSTITUTO TECNOLÓGICO DE SONORA   (Mexico)

Author keywords

Albedo; ASTER; Disaggregation; Formosat 2; MODIS; Scaling; Surface temperature; Vegetation fraction

Indexed keywords

ALBEDO; ASTER; DISAGGREGATION; FORMOSAT-2; MODIS; SCALING; SURFACE TEMPERATURE; VEGETATION FRACTION;

ATMOSPHERIC TEMPERATURE; RADIOMETERS; SATELLITE IMAGERY; SOLAR RADIATION; SURFACE PROPERTIES; TIME SERIES;

VEGETATION;

ACCURACY ASSESSMENT; AGRICULTURAL LAND; ASTER; CORRELATION; DATA SET; EOS; ERROR CORRECTION; FORMOSAT-2; IRRIGATION SYSTEM; MODIS; NDVI; PHOTOSYNTHESIS; RESOLUTION; SATELLITE DATA; SATELLITE IMAGERY; STATISTICAL ANALYSIS; SURFACE TEMPERATURE; TIME SERIES; VEGETATION COVER;

MEXICO [NORTH AMERICA];

EID: 77956170426     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2010.05.025     Document Type: Article

References (53)

1. Agam N., Kustas W.P., Anderson M.C., Li F., Neale C.M.U. A vegetation index based technique for spatial sharpening of thermal imagery. Remote Sensing of Environment 2007, 107:545-558.
2. Anderson M.C., Norman J.M., Diak G.R., Kustas W.P., Mecikalski J.R. A two-source time-integrated model for estimating surface fluxes using thermal infrared remote sensing. Remote Sensing of Environment 1997, 60:195-216.
3. Anderson M.C., Norman J.M., Mecikalski J.R., Otkin J.A., Kustas W.P. A climatological study of evapotranspiration and moisture stress across the continental united states based on thermal remote sensing: 2. Surface moisture climatology. Journal of Geophysical Research 2007, 112(D11112). 10.1029/2006JD007507.
4. Baret F., Clevers J.G.P.W., Steven M.D. The robustness of canopy gap fraction estimates from red and near-infrared reflectances: A comparison of approaches. Remote Sensing of Environment 1995, 54:141-151.
5. Bastiaanssen W.G.M., Menenti M., Feddes R.A., Holtslag A.A.M. A remote sensing surface energy balance algorithm for land (SEBAL) 1. Formulation. Journal of Hydrology 1998, 212-213:198-212.
6. Boulet G., Chehbouni A., Gentine P., Duchemin B., Ezzahar J., Hadria R. Monitoring water stress using time series of observed to unstressed surface temperature difference. Agricultural and Forest Meteorology 2007, 146:157-172.
7. Bsaibes A., Courault D., Baret F., Weiss M., Olioso A., Jacob F., Hagolle O., Marloie O., Bertrand N., Desfond V., Kzemipour F. Albedo and LAI estimates from FORMOSAT-2 data for crop monitoring. Remote Sensing of Environment 2009, 113:716-729. 10.1016/j.rse.2008.11.014.
8. Campbell G., Norman J. An introduction to environmental biophysics 1998, Springer, New York, USA. 2nd Edition.
9. Carlson T.N., Ripley D.A. On the relationship between NDVI, fractional vegetation cover and leaf area index. Remote Sensing of Environment 1997, 62:241-252.
10. Chern J.-S., Ling J., Weng S.-L. Taiwan's second remote sensing satellite. Acta Astronautica 2008, 63(11-12):1305-1311. 10.1016/j.actaastro.2008.05.022.
11. Courault D., Jacob F., Benoit V., Weiss M., Marloie O., Hanocq J.F., Fillol E., Olioso A., Dedieu G., Gouaux P., Gay M., French A. Influence of agricultural practices on micrometeorological spatial variations at local and regional scales. International Journal of Remote Sensing 2009, 30(5):1183-1205.
12. Duchemin B., Hagolle O., Mougenot B., Benhadj I., Hadria R., Simonneaux V., Ezzahar J., Hoedjes J., Khabba S., Kharrou M.H., Boulet G., Dedieu G., Er-Raki S., Escadafal R., Olioso A., Chehbouni A.G. Agrometeorological study of semi-arid areas: An experiment for analysing the potential of time series of FORMOSAT-2 images (Tensift-Marrakech plain). International Journal of Remote Sensing 2008, 29(17):5291-5299. 10.1080/01431160802036482.
13. Er-Raki S., Chehbouni A., Hoedjes J., Ezzahar J., Duchemin B., Jacob F. Improvement of FAO-56 method for olive orchards through sequential assimilation of thermal infrared-based estimates of ET. Agricultural Water Management 2008, 95(3):309-321.
14. French A.N., Jacob F., Anderson M.C., Kustas W.P., Timmermans W., Gieske A., Su Z., Su H., McCabe M.F., Li F., Prueger J., Brunsell N. Surface energy fluxes with the Advanced Spaceborne Thermal Emission and Reflection radiometer (ASTER) at the Iowa 2002 SMACEX site (USA). Remote Sensing of Environment 2005, 99(1-2):55-65. 10.1016/j.rse.2005.05.015.
15. Gillespie A., Rokugawa S., Matsunaga T., Cothern S., Hook S., Khale A. A temperature and emissivity separation algorithm for Advanced Spaceborne Thermal Emission and Reflection (ASTER) images. IEEE Transactions Geoscience Remote Sensing 1998, 36:1113-1126.
16. Gómez M., Olioso A., Sobrino J.A., Jacob F. Retrieval of evapotranspiration over the Alpilles/ReSeDA experimental site using airborne POLDER sensor and a thermal camera. Remote Sensing of Environment 2005, 96:399-408.
17. Gutman G., Ignatov A. The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models. International Journal of Remote Sensing 1998, 19:1533-1543.
18. Hadria R., Duchemin B., Jarlan L., Dedieu G., Baup F., Khabba S., et al. Potentiality of optical and radar satellite data at high spatio-temporal resolutions for the monitoring of irrigated wheat crops in Morocco. J. Appl. Earth Obs. Geoinf. 2010, 12(Supplement 1):S32-S37.
19. Hagolle O., Dedieu G., Mougenot B., Debaeker V., Duchemin B., Meygret A. Correction of aerosol effects on multitemporal images acquired with constant viewing angles: Application to Formosat-2 images. Remote Sensing of Environment 2008, 112:1689-1701. 10.1016/j.rse.2007.08.016.
20. Inamdar A.K., French A. Disaggregation of GOES land surface temperatures using surface emissivity. Geophysical Research Letters 2009, 36(D02408). 10.1029/2008GL036544.
21. Inamdar A.K., French A., Hook S., Vaughan G., Luckett W. Land surface temperature retrieval at high spatial and temporal resolutions over the southwestern United States. Journal of Geophysical Research 2008, 113(D07107). 10.1029/2007JD009048.
22. Jackson R.D., Idso S.B., Reginato R.J., Pinter P.J. Canopy temperature as a crop water stress indicator. Water Resources Research 1981, 17(4):1133-1138.
23. Jacob F., Olioso A., Gu X.F., Su Z., Seguin B. Mapping surface fluxes using airborne visible, near infrared, thermal infrared remote sensing data and a spatialized surface energy balance model. Agronomie 2002, 22:669-680.
24. Jacob F., Schmugge T., Olioso A., Courault D., French A., Ogawa K., Petitcolin F., Chehbouni G., Pinheiro A., Privette J. Modeling and inversion in thermal infrared remote sensing over vegetated land surfaces. Advances in Land Remote Sensing 2008, Vol. 10. Springer. S. Liang (Ed.).
25. Kalma J.D., McVicar T.R., McCabe M.F. Estimating land surface evaporation: A review of methods using remotely sensed surface temperature data. Surveys in Geophysics 2008, 29(Numbers 4-5):421-469.
26. Kerr Y.H., Waldteufel P., Wigneron J.-P., Martinuzzi J.-M., Font J., Berger M. Soil moisture retrieval from space: The soil moisture and ocean salinity (SMOS) mission. IEEE Transactions Geoscience Remote Sensing 2001, 39:1729-1735.
27. Kustas W.P., Norman J.M., Anderson M.C., French A.N. Estimating subpixel surface temperatures and energy fluxes from the vegetation index-radiometric temperature relationship. Remote Sensing of Environment 2003, 85:429-440.
28. Liu Y., Hiyama T., Yamaguchi Y. Scaling of land surface temperature using satellite data: A case examination on ASTER and MODIS products over a heterogeneous terrain area. Remote Sensing of Environment 2006, 105:115-128.
29. Liu Y., Yamaguchi Y., Ke C. Reducing the discrepancy between ASTER and MODIS land surface temperature products. Sensors 2007, 7:3043-3057.
30. Menenti M., Bastiaanssen W., van Eick D., Abd el Karim M.A. Linear relationships between surface reflectance and temperature and their application to map actual evaporation of groundwater. Advances in Space Research 1989, 9(1):165-176.
31. Merlin O., Al Bitar A., Walker J.P., Kerr Y. An improved algorithm for disaggregating microwave-derived soil moisture based on red, near-infrared and thermal infrared data. Remote Sensing of Environment 2009, 113(10):2275-2284. 10.1016/j.rse.2009.06.012.
32. Merlin, O., Al Bitar, A., Walker, J. P., & Kerr, Y. (2010). An improved algorithm for disaggregating microwave-derived soil moisture based on red, near-infrared and thermal infrared data. 114, 2305---2316.
33. Merlin O., Chehbouni G. Different approaches in estimating heat flux using dual angle observations of radiative surface temperature. IEEE Transactions Geoscience Remote Sensing 2004, 25(1):275-289.
34. Merlin O., Chehbouni G., Kerr Y., Goodrich D. A downscaling method for distributing surface soil moisture within a microwave pixel: Application to the Monsoon'90 data. Remote Sensing of Environment 2006, 101:379-389.
35. Merlin O., Chehbouni G., Kerr Y., Njoku E.G., Entekhabi D. A combined modeling and multi-spectral/multi-resolution remote sensing approach for disaggregation of surface soil moisture: Application to SMOS configuration. IEEE Transactions Geoscience Remote Sensing 2005, 43(9):2036-2050.
36. Merlin O., Chehbouni G., Walker J.P., Panciera R., Kerr Y. A simple method to disaggregate passive microwave based soil moisture. IEEE Transactions Geoscience Remote Sensing, SMOS Special Issue 2008, 46(3):786-796. 10.1109/TGRS.2007.914807.
37. Moran M.S., Clarke T.R., Inoue Y., Vidal A. Estimating crop water deficit using the relation between surface-air temperature and spectral vegetation index. Remote Sensing of Environment 1994, 49:246-263.
38. Nishida K., Nemani R.R., Running S.W., Glassy J.M. An operational remote sensing algorithm of land surface evaporation. Journal of Geophysical Research 2003, 108(D9). 10.1029/2002JD002062.
39. Norman J.M., Anderson M.C., Kustas W.P., French A.N., Mecikalski J., Torn R., Diak G.R., Schmugge T.J., Tanner B.C.W. Remote sensing of surface energy fluxes at 10-m pixel resolutions. Water Resources Research 2003, 39(8):1221. 10.1029/2002WR001775.
40. Norman J.M., Divakarla M., Goel N.S. Algorithms for extracting information from remote Thermal-IR observations of the Earth's surface. Remote Sensing of Environment 1995, 51:157-168.
41. Roerink G.J., Su Z., Menenti M. S-SEBI: A simple remote sensing algorithm to estimate the surface energy balance. Physics and Chemistry of the Earth 2000, 25(2):147-157.
42. Sabol D.E., Gillespie A.R., Abbott E., Yamada G. Field validation of the ASTER temperature-emissivity separation algorithm. Remote Sensing of Environment 2009, 113:2328-2344. 10.1016/j.rse.2009.06.008.
43. Schmugge T.J., Hook S.J., Coll C. Recovering surface temperature and emissivity from thermal infrared multispectral data. Remote Sensing of Environment 1998, 65:121-131.
44. Schmugge T.J., Kustas W.P., Humes K.S. Monitoring land surface fluxes using ASTER observations. IEEE Transactions Geoscience Remote Sensing 1998, 36(5):1421-1430.
45. Seguin B., Becker F., Phulpin T., Gu X.F., Guyot G., Kerr Y., King C., Lagouarde J.P., Ottlé C., Stoll M.P., Tabbagh A., Vidal A. IRSUTE: A minisatellite project for land surface heat flux estimation from field to regional scale. Remote Sensing of Environment 1999, 68:357-369.
46. Sellers P.J., Meeson B.W., Hall F.G., Asrar G., Murphy R.E., Schiffer R.A., Bretherton F.P., Dickinson R.E., Ellingson R.G., Field C.B., Huemmrich K.F., Justice C.O., Melack J.M., Roulet N.T., Schimel D.S., Try P.D. Remote sensing of the land surface for studies of global change: Models-algorithms-experiments. Remote Sensing of Environment 1995, 51:3-26.
47. Shuttleworth W.J., Wallace J.S. Evaporation from sparse canopies-An energy combination theory. Quarterly Journal Royal Meteorological Society 1985, 111:839-855.
48. Stisen S., Sandholt I., Nørgaard A., Fensholt R., Jensen K.H. Combining the triangle method with thermal inertia to estimate regional evapotranspiration-Applied to MSG-SEVERI data in the Senegal River basin. Remote Sensing of Environment 2008, 112:1242-1255.
49. Ten Berge, H., 1986. Heat and wave transfer at the bare soil surface. Aspects affecting thermal imagery. PhD Thesis, Wagenigen Univ., The Netherlands.
50. van den Hurk B.J.J.M., Bastiaanssen W.G.M., Pelgrum H., van Meijgaard E. A new methodology for assimilation of initial soil moisture fields in weather prediction models using Meteosat and NOAA data. Journal of Applied Meteorology 1997, 36:1271-1283.
51. Wan Z., Dozier J. A generalized split-window algorithm for retrieving land-surface temperature from space. IEEE Transactions Geoscience Remote Sensing 1996, 34:892-905.
52. Wan Z., Zhang Y., Zhang Q., Li Z.-L. Validation of the land-surface temperature products retrieved from Terra Moderate Resolution Imaging Spectroradiometer data. Remote Sensing of Environment 2002, 83:163-180.
53. Weiss M., Baret F., Leroy M., Begué A., Hautecoeur O., Santer R. Hemispherical reflectance and albedo estimates from the accumulation of across track sun synchroneous satellite data. Journal of Geophysical Research 1999, 104:221-232.