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Volumn 37, Issue 1, 2011, Pages 112-121

Soil moisture estimation based on integration of optical and SAR images

Author keywords

[No Author keywords available]

Indexed keywords

BACKSCATTERING; GEOMETRICAL OPTICS; INTEGRATION; LINEAR REGRESSION; MOISTURE; RADAR; REGRESSION ANALYSIS; SOIL MOISTURE; SOILS; SURFACE ROUGHNESS; SYNTHETIC APERTURE RADAR; VEGETATION;

EID: 84869986589     PISSN: 07038992     EISSN: 17127971     Source Type: Journal    
DOI: 10.5589/m11-015     Document Type: Article
Times cited : (19)

References (46)
  • 1
    • 23844503245 scopus 로고    scopus 로고
    • Correlation between ground measured soil moisture and RADARSAT-1 derived backscattering coefficient over an agricultural catchment of Navarre (North of Spain)
    • Alvarez-Mozos, J., Casali, J., Gonzalez-Audicana, M., and Verhoest, N.E.C. 2005. Correlation between ground measured soil moisture and RADARSAT-1 derived backscattering coefficient over an agricultural catchment of Navarre (North of Spain). Biosystems Engineering, Vol. 92, No. 1, pp. 119-133. doi: 10.1016/j.biosystemseng.2005.06.008.
    • (2005) Biosystems Engineering , vol.92 , Issue.1 , pp. 119-133
    • Alvarez-Mozos, J.1    Casali, J.2    Gonzalez-Audicana, M.3    Verhoest, N.E.C.4
  • 2
    • 0017949166 scopus 로고
    • Vegetation modeled as water cloud
    • Atemma, E.P., and Ulaby, F.T. 1978. Vegetation modeled as water cloud. Radio Science, Vol. 13, No. 2, pp. 357-364. doi: 10.1029/RS013i002 p00357.
    • (1978) Radio Science , vol.13 , Issue.2 , pp. 357-364
    • Atemma, E.P.1    Ulaby, F.T.2
  • 3
    • 0000427049 scopus 로고    scopus 로고
    • The anomalous rainfall over the United States during July 1993: Sensitivity to land surface parameterization and soil moisture anomalies
    • Beljaars, A., Viterbo, P, Miller, M., and Betts, A. 1996. The anomalous rainfall over the United States during July 1993: sensitivity to land surface parameterization and soil moisture anomalies. Monthly Weather Reviews, Vol. 124, No. 3, pp. 362-383.
    • (1996) Monthly Weather Reviews , vol.124 , Issue.3 , pp. 362-383
    • Beljaars, A.1    Viterbo, P.2    Miller, M.3    Betts, A.4
  • 5
    • 34547811418 scopus 로고    scopus 로고
    • Soil moisture retrieval from MODIS data in Northern China Plain using thermal inertia model
    • Cai, G., Xue, Y, Hu, Y, Wang, Y, Guo, J., Luo, Y, Wu, C., Zhong, S., and Qi, S. 2007. Soil moisture retrieval from MODIS data in Northern China Plain using thermal inertia model. International Journal ofRemote Sensing, Vol. 28, No. 16, pp. 3567-3581. doi: 10.1080/0143116060 1034886.
    • (2007) International Journal Ofremote Sensing , vol.28 , Issue.16 , pp. 3567-3581
    • Cai, G.1    Xue, Y.2    Hu, Y.3    Wang, Y.4    Guo, J.5    Luo, Y.6    Wu, C.7    Zhong, S.8    Qi, S.9
  • 6
    • 0000282994 scopus 로고
    • Regional-scale estimates of surface moisture availability and thermal inertia using remote thermal measurements
    • Carlson, T. 1986. Regional-scale estimates of surface moisture availability and thermal inertia using remote thermal measurements. Remote Sensing Reviews, Vol. 1, pp. 197-247.
    • (1986) Remote Sensing Reviews , vol.1 , pp. 197-247
    • Carlson, T.1
  • 7
    • 0025631920 scopus 로고
    • Remote estimation of soil moisture availability and fractional vegetation cover over patchy vegetation
    • Carlson, T.N., Perry, E.M., and Schmugge, T.J. 1990. Remote estimation of soil moisture availability and fractional vegetation cover over patchy vegetation. Agricultural and Forest Meteorology, Vol. 52, Nos. 1-2, pp. 45-69. doi:10.1016/0168-1923(90)90100-K.
    • (1990) Agricultural and Forest Meteorology , vol.52 , Issue.1-2 , pp. 45-69
    • Carlson, T.N.1    Perry, E.M.2    Schmugge, T.J.3
  • 8
    • 0028685001 scopus 로고
    • A method to make use of thermal infrared temperature and NDVI measurements to infer surface soil water content and fractional vegetation cover
    • Carlson, T., Gillies, R., and Perry, E. 1994. A method to make use of thermal infrared temperature and NDVI measurements to infer surface soil water content and fractional vegetation cover. Remote Sensing Reviews, Vol. 9, Nos. 1-2, pp. 161-173. doi: 10.1080/0275725940 9532220.
    • (1994) Remote Sensing Reviews , vol.9 , Issue.1-2 , pp. 161-173
    • Carlson, T.1    Gillies, R.2    Perry, E.3
  • 9
    • 63949083045 scopus 로고    scopus 로고
    • Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM +, and EO-1 ALI sensors
    • Chandler, G., Markham, B.L., and Helder, D.L. 2009. Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM +, and EO-1 ALI sensors. Remote Sensing of Environment, Vol. 113, No. 5, pp. 893-903. doi: 10.1016/j.rse.2009.01.007.
    • (2009) Remote Sensing of Environment , vol.113 , Issue.5 , pp. 893-903
    • Chandler, G.1    Markham, B.L.2    Helder, D.L.3
  • 10
    • 0037237764 scopus 로고    scopus 로고
    • Emission of rough surfaces calculated by the integral equation method with comparison to three dimensional moment method simulations
    • Chen, K.S., Wu, T.D., Tsang, L., Li, Q., Shi, J., and Fung, A.K. 2003. Emission of rough surfaces calculated by the integral equation method with comparison to three dimensional moment method simulations. IEEE Transactions on Geoscience and Remote Sensing, Vol. 41, No. 1, pp. 90-101. doi: 10.1109/TGRS.2002.807587.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.1 , pp. 90-101
    • Chen, K.S.1    Wu, T.D.2    Tsang, L.3    Li, Q.4    Shi, J.5    Fung, A.K.6
  • 11
    • 33747434412 scopus 로고    scopus 로고
    • Temporal stability of surface soil moisture in the little Washita river watershed and its application in satellite soil moisture product validation
    • Cosh, M.H., Jackson, T., Starks, P, and Heathman, G. 2006. Temporal stability of surface soil moisture in the little Washita river watershed and its application in satellite soil moisture product validation. Journal of Hydrology, Vol. 323, Nos. 1-4, pp. 168-177. doi: 10.1016/j.jhydrol. 2005.08.020.
    • (2006) Journal of Hydrology , vol.323 , Issue.1-4 , pp. 168-177
    • Cosh, M.H.1    Jackson, T.2    Starks, P.3    Heathman, G.4
  • 13
    • 0142123253 scopus 로고    scopus 로고
    • Derivation of a shortwave infrared water stress index from MODIS near- and shortwave infrared data in a semiarid environment
    • Fensholt, R., and Sandholt, I. 2003. Derivation of a shortwave infrared water stress index from MODIS near- and shortwave infrared data in a semiarid environment. Remote Sensing of Environment, Vol. 87, No. 1, pp. 111-121. doi: 10.1016/j.rse.2003.07.002.
    • (2003) Remote Sensing of Environment , vol.87 , Issue.1 , pp. 111-121
    • Fensholt, R.1    Sandholt, I.2
  • 14
    • 0026835122 scopus 로고
    • Backscattering from a randomly rough dielectric surface
    • Fung, A.K., Li, Z., and Chen, K.S. 1992. Backscattering from a randomly rough dielectric surface. IEEE Transactions on Geoscience and Remote Sensing, Vol. 30, No. 2, 356-369. doi: 10.1109/36.134085.
    • (1992) IEEE Transactions on Geoscience and Remote Sensing , vol.30 , Issue.2 , pp. 356-369
    • Fung, A.K.1    Li, Z.2    Chen, K.S.3
  • 15
    • 0030429663 scopus 로고    scopus 로고
    • NDWI - a normalized difference water index for remote sensing of vegetation liquid water from space
    • Gao, B.-C. 1996. NDWI - a normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sensing of Environment, Vol. 58, No. 3, pp. 257-266. doi: 10.1016/S0034-4257(96) 00067-3.
    • (1996) Remote Sensing of Environment , vol.58 , Issue.3 , pp. 257-266
    • Gao, B.-C.1
  • 16
    • 0031396516 scopus 로고    scopus 로고
    • Estimation of flash flood potential for large areas
    • Edited by G.H. Leavesley, H.F. Lins, F. Nobilis, R.S. Parker, V.R. Schneider and F.H.M. van de Ven. IAHS, California
    • Georgakakos, K.P, Guetter, A.K., and Sperfslage J.A. 1996. Estimation of flash flood potential for large areas. In Destructive Water: Water-Caused Natural Disasters, their Abatement and Control. Edited by G.H. Leavesley, H.F. Lins, F. Nobilis, R.S. Parker, V.R. Schneider and F.H.M. van de Ven. IAHS, California. pp. 87-93.
    • (1996) Destructive Water: Water-Caused Natural Disasters, Their Abatement and Control , pp. 87-93
    • Georgakakos, K.P.1    Guetter, A.K.2    Sperfslage, J.A.3
  • 17
    • 0028830403 scopus 로고
    • Thermal remote sensing of surface soil water content with partial vegetation cover for incorporation into climate models
    • 0745:TRSOSS > 2.0.CO;2
    • Gillies, R.R., and Carlson, T.N. 1995. Thermal remote sensing of surface soil water content with partial vegetation cover for incorporation into climate models. Journal of Applied Meteorology, Vol. 34, No. 4, pp. 745-756. doi: 10.1175/1520-0450(1995)034 < 0745:TRSOSS > 2.0.CO;2.
    • (1995) Journal of Applied Meteorology , vol.34 , Issue.4 , pp. 745-756
    • Gillies, R.R.1    Carlson, T.N.2
  • 18
    • 0031246205 scopus 로고    scopus 로고
    • Verification of the triangle method for obtaining surface soil water content and energy fluxes from remote measurements of Normalized Difference Vegetation Index (NDVI) and surface radiant temperature
    • Gillies, R.R., Carlson, T.N., Cui, J., Kustas, W.P, and Humes, K.P 1997. Verification of the triangle method for obtaining surface soil water content and energy fluxes from remote measurements of Normalized Difference Vegetation Index (NDVI) and surface radiant temperature. International Journal of Remote Sensing, Vol. 18, No. 15, pp. 3145-3166. doi: 10.1080/014311697217026.
    • (1997) International Journal of Remote Sensing , vol.18 , Issue.15 , pp. 3145-3166
    • Gillies, R.R.1    Carlson, T.N.2    Cui, J.3    Kustas, W.P.4    Humes, K.P.5
  • 19
    • 0022267735 scopus 로고
    • Observed relation between thermal emission and reflected spectral radiance of a complex vegetated landscape
    • Goward, S.N., Cruickshanks, C., and Hope, A.S. 1985. Observed relation between thermal emission and reflected spectral radiance of a complex vegetated landscape. Remote Sensing of Environment, Vol. 18, No. 2, pp. 137-146. doi: 10.1016/0034-4257(85)90044-6.
    • (1985) Remote Sensing of Environment , vol.18 , Issue.2 , pp. 137-146
    • Goward, S.N.1    Cruickshanks, C.2    Hope, A.S.3
  • 21
    • 0029507087 scopus 로고
    • Large area mapping of soil moisture using the ESTAR passive microwave radiometer in Washita’92
    • Jackson, T. J., Le Vine, D. M., Swift, C. T., Schmugge, T. J., and Schiebe, F. R. 1995. Large area mapping of soil moisture using the ESTAR passive microwave radiometer in Washita’92. Remote Sensing of Environment, Vol. 53, No. 1, pp. 27-37.
    • (1995) Remote Sensing of Environment , vol.53 , Issue.1 , pp. 27-37
    • Jackson, T.J.1    Le Vine, D.M.2    Swift, C.T.3    Schmugge, T.J.4    Schiebe, F.R.5
  • 22
    • 0033189326 scopus 로고    scopus 로고
    • Soil moisture mapping at regional scales using microwave radio-metry: The Southern Great Plains hydrology experiment
    • Jackson, T. J., Le Vine, D. M., Hsu, A. Y., Oldak, A., Starks, P J., Swift, C. T., Isham, J.D., Haken, M., and US Dept. of Agric., Agric. Res. Service. 1999. Soil moisture mapping at regional scales using microwave radio-metry: the Southern Great Plains hydrology experiment. IEEE Transactions on Geoscience and Remote Sensing, Vol. 37, No. 5, pp. 2136-2151. doi: 10.1109/36.789610.
    • (1999) IEEE Transactions on Geoscience and Remote Sensing , vol.37 , Issue.5 , pp. 2136-2151
    • Jackson, T.J.1    Le Vine, D.M.2    Hsu, A.Y.3    Oldak, A.4    Starks, P.J.5    Swift, C.T.6    Isham, J.D.7    Haken, M.8
  • 24
    • 4444342117 scopus 로고    scopus 로고
    • Vegetation water content mapping using Landsat data derived normalized difference water index for corn and soybeans
    • Jackson, T.J., Chen, D., Cosh, M., Li, F., Anderson, M., Walthall, C., Doriaswamya, P, and Ray-Hunt, E. 2004. Vegetation water content mapping using Landsat data derived normalized difference water index for corn and soybeans. Remote Sensing of Environment, Vol. 92, No. 4, pp. 475-482. doi: 10.1016/j.rse.2003.10.021.
    • (2004) Remote Sensing of Environment , vol.92 , Issue.4 , pp. 475-482
    • Jackson, T.J.1    Chen, D.2    Cosh, M.3    Li, F.4    Erson, M.5    Walthall, C.6    Doriaswamya, P.7    Ray-Hunt, E.8
  • 25
    • 67949118794 scopus 로고    scopus 로고
    • A time-series approach to estimate soil moisture using polarimetric radar data
    • Kim, Y, and Van Zyl, J.J. 2009. A time-series approach to estimate soil moisture using polarimetric radar data. IEEE Transactions on Geoscience and Remote Sensing, Vol. 47, No. 8, pp. 2519-2527. doi: 10.1109/TGRS.2009.2014944.
    • (2009) IEEE Transactions on Geoscience and Remote Sensing , vol.47 , Issue.8 , pp. 2519-2527
    • Kim, Y.1    Van Zyl, J.J.2
  • 26
    • 0027385860 scopus 로고
    • Developing satellite derived estimates of surface moisture status
    • Nemani, R., Pierce, L., Running, S.N., and Goward, S.N. 1992. Developing satellite derived estimates of surface moisture status. Journal of Applied Meteorology, Vol. 32, No. 3, pp. 548-557. doi: 10.1175/1520-0450 (1993)032 < 0548:DSDEOS > 2.0.CO;2.
    • (1992) Journal of Applied Meteorology , vol.32 , Issue.3 , pp. 548-557
    • Nemani, R.1    Pierce, L.2    Running, S.N.3    Goward, S.N.4
  • 27
    • 0026838708 scopus 로고
    • An empirical model and an inversion technique for radar scattering from bare soil surfaces
    • Oh, Y, Sarabandi, FT., and Ulaby, F. 1992. An empirical model and an inversion technique for radar scattering from bare soil surfaces. IEEE Transactions on Geoscience and Remote Sensing, Vol. 30, No. 2, pp. 370-381. doi: 10.1109/36.134086.
    • (1992) IEEE Transactions on Geoscience and Remote Sensing , vol.30 , Issue.2 , pp. 370-381
    • Oh, Y.1    Sarabandi, F.T.2    Ulaby, F.3
  • 28
    • 84870028369 scopus 로고    scopus 로고
    • Use of real-time remote sensing data for evaluating soil moisture and salinity effects on light penetration depth. The International Archives of the Photogrammetry
    • Ormeci, C., and Ekerin, S. 2008. Use of real-time remote sensing data for evaluating soil moisture and salinity effects on light penetration depth. The International Archives of the Photogrammetry. Remote Sensing and Spatial Information Sciences, Vol. XXXVII. Part B2.
    • (2008) Remote Sensing and Spatial Information Sciences , vol.37
    • Ormeci, C.1    Ekerin, S.2
  • 29
    • 70350271467 scopus 로고    scopus 로고
    • Improved understanding of soil surface roughness parameterization for L-band passive microwave soil moisture retrieval
    • Panciera, R., Walker, J.P., and Merlin, O. 2009. Improved understanding of soil surface roughness parameterization for L-band passive microwave soil moisture retrieval. IEEE Transactions on Geoscience and Remote Sensing, Vol. 6, No. 4, pp. 625-629. doi: 10.1109/LGRS.2009.2013369.
    • (2009) IEEE Transactions on Geoscience and Remote Sensing , vol.6 , Issue.4 , pp. 625-629
    • Panciera, R.1    Walker, J.P.2    Merlin, O.3
  • 30
    • 0025493397 scopus 로고
    • Using spatial context in satellite data to infer regional scale evapotranspiration
    • Price, J.C. 1990. Using spatial context in satellite data to infer regional scale evapotranspiration. IEEE Transactions on Geoscience and Remote Sensing, Vol. 28, No. 5, pp. 940-948. doi: 10.1109/36.58983.
    • (1990) IEEE Transactions on Geoscience and Remote Sensing , vol.28 , Issue.5 , pp. 940-948
    • Price, J.C.1
  • 33
    • 79958122356 scopus 로고    scopus 로고
    • Soil moisture estimation by using multi-polarization SAR images
    • Saradjian, M.R., and Hosseini, M. 2010. Soil moisture estimation by using multi-polarization SAR images. Advances in Space Research, Vol. 48, No. 2, 278-286. doi: 10.1016/j.asr.2011.03.029.
    • (2010) Advances in Space Research , vol.48 , Issue.2 , pp. 278-286
    • Saradjian, M.R.1    Hosseini, M.2
  • 34
    • 0028090930 scopus 로고
    • Snow mapping an alpine region with synthetic aperture radar
    • Shi, J., Dozier, J., and Rott, H. 1994. Snow mapping an alpine region with synthetic aperture radar. IEEE Transactions on Geosciance and Remote Sensing, Vol. 32, No. 1, pp. 152-158. doi: 10.1109/36.285197.
    • (1994) IEEE Transactions on Geosciance and Remote Sensing , vol.32 , Issue.1 , pp. 152-158
    • Shi, J.1    Dozier, J.2    Rott, H.3
  • 35
    • 0033909994 scopus 로고    scopus 로고
    • The relationship between ERS-2 SAR backscatter and soil moisture: Generalization from a humid to semi-arid transect
    • IEEE Transactions on Geosciance and Remote Sensing, Vol. 47, pp. 1662-1672
    • Shoshany, M., Svoray, T, Curran, P.J., Foody, G.M., and Perevolotsky, A. 2000. The relationship between ERS-2 SAR backscatter and soil moisture: generalization from a humid to semi-arid transect. International Journal of Remote Sensing, Vol. 21, No. 11, pp. 2337-2343. IEEE Transactions on Geosciance and Remote Sensing, Vol. 47, pp. 1662-1672. doi: 10.1080/01431160050029620.
    • (2000) International Journal of Remote Sensing , vol.21 , Issue.11 , pp. 2337-2343
    • Shoshany, M.1    Svoray, T.2    Curran, P.J.3    Foody, G.M.4    Perevolotsky, A.5
  • 36
    • 67349273670 scopus 로고    scopus 로고
    • Empirically adopted IEM for retrieval of soil moisture from radar backscattering coefficients
    • Song, K., Zhou, X., and Fan, Y 2009. Empirically adopted IEM for retrieval of soil moisture from radar backscattering coefficients. IEEE Transactions on Geoscience and Remote Sensing, Vol. 47, No. 6, pp. 1662-1672. doi: 10.1109/TGRS.2008.2009061.
    • (2009) IEEE Transactions on Geoscience and Remote Sensing , vol.47 , Issue.6 , pp. 1662-1672
    • Song, K.1    Zhou, X.2    Fan, Y.3
  • 37
    • 67949120266 scopus 로고    scopus 로고
    • Large-area soil moisture estimation using multi-incidence-angle RADARSAT-1 SAR data
    • Srivastava, H.S., Patel, P, Sharma, Y, and Navalgund, R.R. 2009. Large-area soil moisture estimation using multi-incidence-angle RADARSAT-1 SAR data. IEEE Transactions on Geoscience Remote Sensing, Vol. 47, No. 8, pp. 2528-2535. doi: 10.1109/TGRS.2009.2018448.
    • (2009) IEEE Transactions on Geoscience Remote Sensing , vol.47 , Issue.8 , pp. 2528-2535
    • Srivastava, H.S.1    Patel, P.2    Sharma, Y.3    Navalgund, R.R.4
  • 38
    • 0036386201 scopus 로고    scopus 로고
    • Estimating soil water content in tallgrass prairie using remote sensing
    • Starks, PJ., and Jackson, T.J. 2002. Estimating soil water content in tallgrass prairie using remote sensing. Journal of Range Management, Vol. 55, pp. 474-481.
    • (2002) Journal of Range Management , vol.55 , pp. 474-481
    • Starks, P.J.1    Jackson, T.J.2
  • 39
    • 0028669118 scopus 로고
    • Estimation of soil and crop parameters for wheat from airborne radar backscattering data in C and X bands
    • Taconet, O., Benallegue, M., Vidal-Madjar, D., Prevot, L., Dechambre, M., Normand, M. 1994 Estimation of soil and crop parameters for wheat from airborne radar backscattering data in C and X bands. Remote Sensing of Environment, Vol. 50, No. 3, pp. 287-294. doi: 10.1016/0034-4257(94)90078-7.
    • (1994) Remote Sensing of Environment , vol.50 , Issue.3 , pp. 287-294
    • Taconet, O.1    Benallegue, M.2    Vidal-Madjar, D.3    Prevot, L.4    Dechambre, M.5    Normand, M.6
  • 40
    • 0018457755 scopus 로고
    • Microwave backscatter dependence on surface roughness, soil moisture and soil texture. Part I-Bare soil
    • Ulaby, F.T., Batlivala, PP, and Dobson, M.C. 1978. Microwave backscatter dependence on surface roughness, soil moisture and soil texture. Part I-Bare soil. IEEE Transactions on Geoscience and Remote Sensing, Vol. 17, pp. 33-40.
    • (1978) IEEE Transactions on Geoscience and Remote Sensing , vol.17 , pp. 33-40
    • Ulaby, F.T.1    Batlivala, P.P.2    Dobson, M.C.3
  • 42
    • 0030251409 scopus 로고    scopus 로고
    • Radar mapping of surface soil moisture
    • Ulaby, F.T., Dubois, P.C., and van Zyl, J. 1996. Radar mapping of surface soil moisture. Journal of Hydrology, Vol. 184, Nos. 1-2, pp. 57-84. doi: 10.1016/0022-1694(95)02968-0.
    • (1996) Journal of Hydrology , vol.184 , Issue.1-2 , pp. 57-84
    • Ulaby, F.T.1    Dubois, P.C.2    Van Zyl, J.3
  • 43
    • 4644265567 scopus 로고    scopus 로고
    • Active microwave remote sensing for soil moisture measurement: A field evaluation using ERS-2
    • Walker, J.P, Houser, PR., and Willgoose, G.R. 2004. Active microwave remote sensing for soil moisture measurement: a field evaluation using ERS-2. Hydrological Processes, Vol. 18, No. 11, pp. 1975-1997. doi: 10.1002/hyp.1343.
    • (2004) Hydrological Processes , vol.18 , Issue.11 , pp. 1975-1997
    • Walker, J.P.1    Houser, P.R.2    Willgoose, G.R.3
  • 44
    • 0030615378 scopus 로고    scopus 로고
    • A comparison of soil moisture retrieval models using SIR-C measurements over the little Washita Rier watershed
    • Wang, J.R., Hsu, A., Shi, J.C., O’Neill, P.E., and Engman, E.T. 1997. A comparison of soil moisture retrieval models using SIR-C measurements over the little Washita Rier watershed. Remote Sensing of Environment, Vol. 59, No. 2, pp. 308-320. doi: 10.1016/S0034-4257(96)00145-9.
    • (1997) Remote Sensing of Environment , vol.59 , Issue.2 , pp. 308-320
    • Wang, J.R.1    Hsu, A.2    Shi, J.C.3    O’neill, P.E.4    Engman, E.T.5
  • 45
    • 34249882717 scopus 로고    scopus 로고
    • Different responses of MODIS-derived NDVI to root-zone soil moisture in semi-arid and humid regions
    • Wang, X., Hongjie, X., Guan, H., and Zhou, X. 2007. Different responses of MODIS-derived NDVI to root-zone soil moisture in semi-arid and humid regions. Journal of Hydrology, Vol. 340, Nos. 1-2, pp. 12-24. doi: 10.1016/j.jhydrol.2007.03.022.
    • (2007) Journal of Hydrology , vol.340 , Issue.1-2 , pp. 12-24
    • Wang, X.1    Hongjie, X.2    Guan, H.3    Zhou, X.4
  • 46
    • 38349092274 scopus 로고    scopus 로고
    • A method for soil moisture estimation in western Africa based on the ERS scatterometer
    • Zribi, M., Andre, C., and Decharme, B. 2008. A method for soil moisture estimation in western Africa based on the ERS scatterometer. IEEE Transactions on Geoscience and Remote Sensing, Vol. 46, No. 2, pp. 438-448. doi: 10.1109/TGRS.2007.904582.
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , Issue.2 , pp. 438-448
    • Zribi, M.1    Re, C.2    Decharme, B.3


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