메뉴 건너뛰기




Volumn 113, Issue , 2016, Pages 144-154

Improving spatial representation of soil moisture by integration of microwave observations and the temperature-vegetation-drought index derived from MODIS products

Author keywords

Land surface soil moisture; Microwave observations; MODIS; Spatial downscaling; Tibetan Plateau

Indexed keywords

DROUGHT; IMAGE RECONSTRUCTION; IMAGE RESOLUTION; MICROWAVE SENSORS; MICROWAVES; MOISTURE; MOISTURE CONTROL; RADIOMETERS; REMOTE SENSING; SATELLITE IMAGERY; SOIL SURVEYS; SOILS; SURFACE MEASUREMENT; VEGETATION;

EID: 84956650279     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2016.01.009     Document Type: Article
Times cited : (49)

References (40)
  • 1
    • 70350442138 scopus 로고    scopus 로고
    • Remote sensing of soil surface properties
    • Anderson K., Croft H. Remote sensing of soil surface properties. Prog. Phys. Geogr. 2009, 33:457-473.
    • (2009) Prog. Phys. Geogr. , vol.33 , pp. 457-473
    • Anderson, K.1    Croft, H.2
  • 2
    • 34548428368 scopus 로고    scopus 로고
    • An overview of the "triangle method" for estimating surface evapotranspiration and soil moisture from satellite imagery
    • Carlson T.N. An overview of the "triangle method" for estimating surface evapotranspiration and soil moisture from satellite imagery. Sensors 2007, 7:1612-1629.
    • (2007) Sensors , vol.7 , pp. 1612-1629
    • Carlson, T.N.1
  • 3
    • 0019715385 scopus 로고
    • Satellite estimation of the surface-energy balance, moisture availability and thermal inertia
    • Carlson T.N., Dodd J.K., Benjamin S.G., Cooper J.N. Satellite estimation of the surface-energy balance, moisture availability and thermal inertia. J. Appl. Meteorol. 1981, 20:67-87.
    • (1981) J. Appl. Meteorol. , vol.20 , pp. 67-87
    • Carlson, T.N.1    Dodd, J.K.2    Benjamin, S.G.3    Cooper, J.N.4
  • 4
    • 0012096221 scopus 로고
    • A method to make use of thermal infrared temperature and NDVI measurements to infer soil water content and fractional vegetation cover
    • Carlson T.N., Gillies R.R., Perry E.M. A method to make use of thermal infrared temperature and NDVI measurements to infer soil water content and fractional vegetation cover. Remote Sens. Rev. 1994, 52:45-59.
    • (1994) Remote Sens. Rev. , vol.52 , pp. 45-59
    • Carlson, T.N.1    Gillies, R.R.2    Perry, E.M.3
  • 5
    • 0029539231 scopus 로고
    • An interpretation of methodologies for indirect measurement of soil-water content
    • Carlson T.N., Gillies R.R., Schmugge T.J. An interpretation of methodologies for indirect measurement of soil-water content. Agric. For. Meteorol. 1995, 77:191-205.
    • (1995) Agric. For. Meteorol. , vol.77 , pp. 191-205
    • Carlson, T.N.1    Gillies, R.R.2    Schmugge, T.J.3
  • 6
    • 0025631920 scopus 로고
    • Remote estimation of soil-moisture availability and fractional vegetation cover for agricultural fields
    • Carlson T.N., Perry E.M., Schmugge T.J. Remote estimation of soil-moisture availability and fractional vegetation cover for agricultural fields. Agric. For. Meteorol. 1990, 52:45-69.
    • (1990) Agric. For. Meteorol. , vol.52 , pp. 45-69
    • Carlson, T.N.1    Perry, E.M.2    Schmugge, T.J.3
  • 7
    • 0742270970 scopus 로고    scopus 로고
    • Spaceborne soil moisture estimation at high resolution: a microwave-optical/IR synergistic approach
    • Chauhan N.S., Miller S., Ardanuy P. Spaceborne soil moisture estimation at high resolution: a microwave-optical/IR synergistic approach. Int. J. Remote Sens. 2003, 24:4599-4622.
    • (2003) Int. J. Remote Sens. , vol.24 , pp. 4599-4622
    • Chauhan, N.S.1    Miller, S.2    Ardanuy, P.3
  • 8
    • 78649466505 scopus 로고    scopus 로고
    • Monitoring of soil moisture variability in relation to rice cropping systems in the Vietnamese Mekong delta using MODIS data
    • Chen C.F., Son N.T., Chang L.Y., Chen C.C. Monitoring of soil moisture variability in relation to rice cropping systems in the Vietnamese Mekong delta using MODIS data. Appl. Geogr. 2011, 31:463-475.
    • (2011) Appl. Geogr. , vol.31 , pp. 463-475
    • Chen, C.F.1    Son, N.T.2    Chang, L.Y.3    Chen, C.C.4
  • 9
    • 84862154024 scopus 로고    scopus 로고
    • A microwave-optical/infrared disaggregation for improving spatial representation of soil moisture using AMSR-E and MODIS products
    • Choi M., Hur Y. A microwave-optical/infrared disaggregation for improving spatial representation of soil moisture using AMSR-E and MODIS products. Remote Sens. Environ. 2012, 124:259-269.
    • (2012) Remote Sens. Environ. , vol.124 , pp. 259-269
    • Choi, M.1    Hur, Y.2
  • 10
    • 84864516131 scopus 로고    scopus 로고
    • Maqu network for validation of satellite-derived soil moisture products
    • Dente L., Vekerdy Z., Wen J., Su Z. Maqu network for validation of satellite-derived soil moisture products. Int. J. Appl. Earth Obs. Geoinf. 2012, 17:55-65.
    • (2012) Int. J. Appl. Earth Obs. Geoinf. , vol.17 , pp. 55-65
    • Dente, L.1    Vekerdy, Z.2    Wen, J.3    Su, Z.4
  • 14
    • 0031246205 scopus 로고    scopus 로고
    • A verification of the 'triangle' method for obtaining surface soil water content and energy fluxes from remote measurements of the normalized difference vegetation index (NDVI) and surface radiant temperature
    • Gillies R.R., Carlson T.N., Cui J., Kustas W.P., Humes K.S. A verification of the 'triangle' method for obtaining surface soil water content and energy fluxes from remote measurements of the normalized difference vegetation index (NDVI) and surface radiant temperature. Int. J. Remote Sens. 1997, 18:3145-3166.
    • (1997) Int. J. Remote Sens. , vol.18 , pp. 3145-3166
    • Gillies, R.R.1    Carlson, T.N.2    Cui, J.3    Kustas, W.P.4    Humes, K.S.5
  • 15
    • 84855288520 scopus 로고    scopus 로고
    • Implementation of surface soil moisture data assimilation with watershed scale distributed hydrological model
    • Han E.J., Merwade V., Heathman G.C. Implementation of surface soil moisture data assimilation with watershed scale distributed hydrological model. J. Hydrol. 2012, 41:98-117.
    • (2012) J. Hydrol. , vol.41 , pp. 98-117
    • Han, E.J.1    Merwade, V.2    Heathman, G.C.3
  • 16
    • 84926351233 scopus 로고    scopus 로고
    • Statistical modeling of soil moisture, integrating satellite remote-sensing (SAR) and ground-based data
    • Hosseini R., Newlands N.K., Dean C.B., Takemura A. Statistical modeling of soil moisture, integrating satellite remote-sensing (SAR) and ground-based data. Remote Sens. 2015, 7:2752-2780.
    • (2015) Remote Sens. , vol.7 , pp. 2752-2780
    • Hosseini, R.1    Newlands, N.K.2    Dean, C.B.3    Takemura, A.4
  • 17
    • 0038782818 scopus 로고    scopus 로고
    • An inter-comparison of regional latent heat flux estimation using remote sensing data
    • Jiang L., Islam S. An inter-comparison of regional latent heat flux estimation using remote sensing data. Int. J. Remote Sens. 2003, 24:2221-2236.
    • (2003) Int. J. Remote Sens. , vol.24 , pp. 2221-2236
    • Jiang, L.1    Islam, S.2
  • 18
    • 84856317691 scopus 로고    scopus 로고
    • Improving spatial soil moisture representation through integration of AMSR-E and MODIS products
    • Kim J., Hogue T.S. Improving spatial soil moisture representation through integration of AMSR-E and MODIS products. IEEE Trans. Geosci. Remote Sens. 2012, 50:446-460.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , pp. 446-460
    • Kim, J.1    Hogue, T.S.2
  • 20
    • 84893903804 scopus 로고    scopus 로고
    • Bare surface soil moisture retrieval from the synergistic use of optical and thermal infrared data
    • Leng P., Song X.N., Li Z.L., Ma J.W., Zhou F.C., Li S. Bare surface soil moisture retrieval from the synergistic use of optical and thermal infrared data. Int. J. Remote Sens. 2014, 35:988-1003.
    • (2014) Int. J. Remote Sens. , vol.35 , pp. 988-1003
    • Leng, P.1    Song, X.N.2    Li, Z.L.3    Ma, J.W.4    Zhou, F.C.5    Li, S.6
  • 21
    • 84864144913 scopus 로고    scopus 로고
    • Relationship of summer soil moisture with early winter monsoon and air temperature over eastern china
    • Liu G., Chen J.M., Ji L.R., Sun S.Q. Relationship of summer soil moisture with early winter monsoon and air temperature over eastern china. Int. J. Climatol. 2012, 32:1513-1519.
    • (2012) Int. J. Climatol. , vol.32 , pp. 1513-1519
    • Liu, G.1    Chen, J.M.2    Ji, L.R.3    Sun, S.Q.4
  • 24
    • 84861716965 scopus 로고    scopus 로고
    • Utility of coarse and downscaled soil moisture products at L-band for hydrologic modeling at the catchment scale
    • Mascaro G., Vivoni E.R. Utility of coarse and downscaled soil moisture products at L-band for hydrologic modeling at the catchment scale. Geophys. Res. Lett. 2012, 39. 10.1029/2012GL051809.
    • (2012) Geophys. Res. Lett. , vol.39
    • Mascaro, G.1    Vivoni, E.R.2
  • 25
    • 67849092244 scopus 로고    scopus 로고
    • A sequential model for disaggregating near-surface soil moisture observations using multi-resolution thermal sensors
    • Merlin O., Al Bitar A., Walker J.P., Kerr Y. A sequential model for disaggregating near-surface soil moisture observations using multi-resolution thermal sensors. Remote Sens. Environ. 2009, 113:2275-2284.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 2275-2284
    • Merlin, O.1    Al Bitar, A.2    Walker, J.P.3    Kerr, Y.4
  • 26
    • 77955272358 scopus 로고    scopus 로고
    • An improved algorithm for disaggregating microwave-derived soil moisture based on red, near-infrared and thermal-infrared data
    • 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 Sens. Environ. 2010, 114:2305-2316.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 2305-2316
    • Merlin, O.1    Al Bitar, A.2    Walker, J.P.3    Kerr, Y.4
  • 28
    • 11144236977 scopus 로고    scopus 로고
    • Estimating soil moisture at the watershed scale with satellite-based radar and land surface models
    • Moran M.S., Peters-Lidard C.D., Watts J.M., McElroy S. Estimating soil moisture at the watershed scale with satellite-based radar and land surface models. Can. J. Remote Sens. 2004, 30:805-826.
    • (2004) Can. J. Remote Sens. , vol.30 , pp. 805-826
    • Moran, M.S.1    Peters-Lidard, C.D.2    Watts, J.M.3    McElroy, S.4
  • 29
    • 33748054300 scopus 로고    scopus 로고
    • Global hydrological cycles and world water resources
    • Oki T., Kanae S. Global hydrological cycles and world water resources. Science 2006, 313:1068-1072.
    • (2006) Science , vol.313 , pp. 1068-1072
    • Oki, T.1    Kanae, S.2
  • 30
    • 57149108747 scopus 로고    scopus 로고
    • Assessing potential of MODIS derived temperature/vegetation condition index (TVDI) to infer soil moisture status
    • Patel N.R., Anapashsha R., Kumar S., Saha S.K., Dadhwal V.K. Assessing potential of MODIS derived temperature/vegetation condition index (TVDI) to infer soil moisture status. Int. J. Remote Sens. 2009, 30:23-39.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 23-39
    • Patel, N.R.1    Anapashsha, R.2    Kumar, S.3    Saha, S.K.4    Dadhwal, V.K.5
  • 31
    • 67650474629 scopus 로고    scopus 로고
    • S/VI remote sensing based methods for the retrieval of land surface energy fluxes and soil surface moisture
    • S/VI remote sensing based methods for the retrieval of land surface energy fluxes and soil surface moisture. Prog. Phys. Geogr. 2009, 33:224-250.
    • (2009) Prog. Phys. Geogr. , vol.33 , pp. 224-250
    • Petropoulos, G.1    Carlson, T.N.2    Wooster, M.J.3    Islam, S.4
  • 33
    • 84857013022 scopus 로고    scopus 로고
    • Comparative evaluation of the vegetation dryness index (VDI), the temperature vegetation dryness index (TVDI) and the improved TVDI (iTVDI) for water stress detection in semi-arid regions of Iran
    • Rahimzadeh-Bajgiran P., Omasa K., Shimizu Y. Comparative evaluation of the vegetation dryness index (VDI), the temperature vegetation dryness index (TVDI) and the improved TVDI (iTVDI) for water stress detection in semi-arid regions of Iran. ISPRS J. Photogramm. Remote Sens. 2012, 68:1-12.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.68 , pp. 1-12
    • Rahimzadeh-Bajgiran, P.1    Omasa, K.2    Shimizu, Y.3
  • 34
    • 77956170002 scopus 로고    scopus 로고
    • Landslide susceptibility mapping using downscaled AMSR-E soil moisture: a case study from Cleveland Corral, California
    • Ray R.L., Jacobs J.M., Cosh M.H. Landslide susceptibility mapping using downscaled AMSR-E soil moisture: a case study from Cleveland Corral, California. US. Remote Sens. Environ. 2010, 114:2624-2636.
    • (2010) US. Remote Sens. Environ. , vol.114 , pp. 2624-2636
    • Ray, R.L.1    Jacobs, J.M.2    Cosh, M.H.3
  • 35
    • 0036148893 scopus 로고    scopus 로고
    • A simple interpretation of the surface temperature vegetation index space for assessment of surface moisture status
    • Sandholt I., Rasmussen K., Andersen J. A simple interpretation of the surface temperature vegetation index space for assessment of surface moisture status. Remote Sens. Environ. 2002, 79:213-224.
    • (2002) Remote Sens. Environ. , vol.79 , pp. 213-224
    • Sandholt, I.1    Rasmussen, K.2    Andersen, J.3
  • 37
    • 79960492395 scopus 로고    scopus 로고
    • The Tibetan Plateau observatory of plateau scale soil moisture and soil temperature (Tibet-OBS) for quantifying uncertainties in coarse resolution satellite and model products
    • Su Z., Wen J., Dente L., van der Velde R., Wang L., Ma Y., Yang K., Hu Z. The Tibetan Plateau observatory of plateau scale soil moisture and soil temperature (Tibet-OBS) for quantifying uncertainties in coarse resolution satellite and model products. Hydrol. Earth Syst. Sci. 2011, 15:2303-2316.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , pp. 2303-2316
    • Su, Z.1    Wen, J.2    Dente, L.3    van der Velde, R.4    Wang, L.5    Ma, Y.6    Yang, K.7    Hu, Z.8
  • 38
    • 0034229066 scopus 로고    scopus 로고
    • Large-scale soil moisture mapping in western Africa using the ERS scatterometer
    • Wagner W., Scipal K. Large-scale soil moisture mapping in western Africa using the ERS scatterometer. IEEE Trans. Geosci. Remote Sens. 2000, 38:1777-1782.
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , pp. 1777-1782
    • Wagner, W.1    Scipal, K.2
  • 39
    • 1142306100 scopus 로고    scopus 로고
    • Using MODIS land surface temperature and normalized difference vegetation index products for monitoring drought in the Southern Great Plains
    • Wan Z., Wang P.X., Li X. Using MODIS land surface temperature and normalized difference vegetation index products for monitoring drought in the Southern Great Plains. USA. Int. J. Remote Sens. 2004, 25:61-72.
    • (2004) USA. Int. J. Remote Sens. , vol.25 , pp. 61-72
    • Wan, Z.1    Wang, P.X.2    Li, X.3
  • 40
    • 84891386499 scopus 로고    scopus 로고
    • A downscaling method for improving the spatial resolution of AMSR-E derived soil moisture product based on MSG-SEVIRI data
    • Zhao W., Li A. A downscaling method for improving the spatial resolution of AMSR-E derived soil moisture product based on MSG-SEVIRI data. Remote Sens. 2013, 5:6790-6811.
    • (2013) Remote Sens. , vol.5 , pp. 6790-6811
    • Zhao, W.1    Li, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.