메뉴 건너뛰기




Volumn 5, Issue 3, 2012, Pages 752-761

Estimation of root zone soil moisture using apparent thermal inertia with MODIS imagery over a tropical catchment in Northern Thailand

Author keywords

MODIS; soil moisture content; thermal inertia; tropical forest

Indexed keywords

AGRICULTURAL ACTIVITIES; AGRICULTURAL LAND; EFFICIENCY COEFFICIENT; IN-SITU OBSERVATIONS; IRRIGATION WATER USE; LAND USE/COVER; LAND-COVER TYPES; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; MODIS; MODIS IMAGERY; NORTHERN THAILAND; PEARSON CORRELATION COEFFICIENTS; ROOT MEAN SQUARE ERRORS; ROOT ZONE; THERMAL INERTIA; TROPICAL ENVIRONMENTS; TROPICAL FOREST; WATER AND ENERGIES;

EID: 84863526585     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2012.2190588     Document Type: Article
Times cited : (38)

References (47)
  • 1
    • 84863507089 scopus 로고    scopus 로고
    • Energy budget at the Earth's surface
    • M. Hantel, Ed. Berlin, Germany: Springer, Group 5 Geophysics, Landold-Börnstein
    • A. Ohmura and E. Raschke, "Energy budget at the Earth's surface," in Observed Global Climate, M. Hantel, Ed. Berlin, Germany: Springer, 2005, vol. V6, Group 5 Geophysics, Landold-Börnstein.
    • (2005) Observed Global Climate , vol.V6
    • Ohmura, A.1    Raschke, E.2
  • 2
    • 0031675582 scopus 로고    scopus 로고
    • A land surface process/radiobrightness model with coupled heat and moisture transport in soil
    • PII S019628929800223X
    • Y.-A. Liou andA.W. England, "Aland surface process radiobrightness model with coupled heat and moisture transport in soil," IEEE Trans. Geosci. Remote Sens., vol. 36, pp. 273-286, 1998. (Pubitemid 128748436)
    • (1998) IEEE Transactions on Geoscience and Remote Sensing , vol.36 , Issue.1 , pp. 273-286
    • Liou, Y.-A.1    England, A.W.2
  • 3
    • 0032642953 scopus 로고    scopus 로고
    • A land surface process/radiobrightness with coupled heat and moisture transport for prairie grassland
    • Y.-A. Liou, J. Galantowicz, and A. W. England, "A land surface process/radiobrightness with coupled heat and moisture transport for prairie grassland," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 4, pp. 1848-1859, 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , Issue.4 , pp. 1848-1859
    • Liou, Y.-A.1    Galantowicz, J.2    England, A.W.3
  • 4
    • 34548703122 scopus 로고    scopus 로고
    • North American 1818-1824 drought and 1825-1840 pluvial and their possible relation to the atmospheric circulation
    • G. Van der Schrier and J. Barkmeijer, "North American 1818-1824 drought and 1825-1840 pluvial and their possible relation to the atmospheric circulation," J. Geophys. Res., vol. 112, p. D13102, 2007.
    • (2007) J. Geophys. Res. , vol.112
    • Van Der Schrier, G.1    Barkmeijer, J.2
  • 5
    • 77649091053 scopus 로고    scopus 로고
    • Soil moisture sensitivity to NRL-blend high-resolution precipitation products: Analysis of simulations with two land surface models
    • F. J. Turk, G. V.Mostovoy, and V. G. Anantharaj, "Soil moisture sensitivity to NRL-blend high-resolution precipitation products: Analysis of simulations with two land surface models," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 3, pp. 32-48, 2010.
    • (2010) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.3 , pp. 32-48
    • Turk, F.J.1    Mostovoy, G.V.2    Anantharaj, V.G.3
  • 6
    • 0034349881 scopus 로고    scopus 로고
    • Estimating watershed evaportranspiration with PASS. Part I: Inferring root-zone moisture conditions using satellite data
    • J. Song, M. L. Wesely, R. L. Coulter, and E. A. Brandes, "Estimating watershed evaportranspiration with PASS. Part I: Inferring root-zone moisture conditions using satellite data," J. Hydrometeorol., vol. 1, pp. 447-460, 2000.
    • (2000) J. Hydrometeorol. , vol.1 , pp. 447-460
    • Song, J.1    Wesely, M.L.2    Coulter, R.L.3    Brandes, E.A.4
  • 7
    • 0012783727 scopus 로고    scopus 로고
    • Remote sensing and estimation of root zone water content
    • Remote Sensing and Hydrology
    • P. J. Starks and T. J. Jackson, "Remote sensing and estimation of root zone water content," Remote Sensing andHydrology 2000, IAHS Publ., no. 267, pp. 409-411, 2001. (Pubitemid 32914133)
    • (2000) IAHS-AISH Publication , Issue.267 , pp. 409-411
    • Starks, P.J.1    Jackson, T.J.2
  • 8
    • 84871761391 scopus 로고
    • An experimental investigation of runoff production in permeable soils
    • T. Dunne and R. D. Black, "An experimental investigation of runoff production in permeable soils," Water Resour. Res., vol. 6, pp. 478-490, 1970.
    • (1970) Water Resour. Res. , vol.6 , pp. 478-490
    • Dunne, T.1    Black, R.D.2
  • 11
    • 84863507092 scopus 로고    scopus 로고
    • Measuring precipitation, infiltration and water discharge on a catchment scale for soil erosion modeling in the south pacific region
    • ISCO Brisbane, Australia, Jul. 2004
    • E. Van den Elsen, S. Eeman, J. Stolte, and C. Ritsema, "Measuring precipitation, infiltration and water discharge on a catchment scale for soil erosion modeling in the south pacific region," in 13th Int. Soil Conservation Organisation Conf., ISCO 2004, Brisbane, Australia, Jul. 2004.
    • (2004) 13th Int. Soil Conservation Organisation Conf.
    • Van Den Elsen, E.1    Eeman, S.2    Stolte, J.3    Ritsema, C.4
  • 13
    • 0027815363 scopus 로고
    • Large area mapping of soil moisture using passive microwave radiometry in the Washita'92 experiment
    • Piscataway, NJ
    • T. J. Jackson, D. M. Le Vine, F. R. Schiebe, and T. J. Schmugge, "Large area mapping of soil moisture using passive microwave radiometry in the Washita'92 experiment," in Proc. IEEE IGARSS'93, Piscataway, NJ, 1993, pp. 1009-1012.
    • (1993) Proc. IEEE IGARSS'93 , pp. 1009-1012
    • Jackson, T.J.1    Le Vine, D.M.2    Schiebe, F.R.3    Schmugge, T.J.4
  • 15
    • 0035446298 scopus 로고    scopus 로고
    • Soil moisture and TRMM microwave imager relationships in the Southern Great Plains 1999 (SGP99) experiment
    • DOI 10.1109/36.942541, PII S0196289201066797, Large Scale Passive Microwave Remote Sensing of Soil Moisture
    • T. J. Jackson and A. Y. Hsu, "Soil moisture and TRMM microwave imager relationships in the southern great plains 1999 (SGP99) experiment," IEEE Trans. Geosci. Remote Sens., vol. 39, pp. 1632-1642, 2001. (Pubitemid 32933002)
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.8 , pp. 1632-1642
    • Jackson, T.J.1    Hsu, A.Y.2
  • 16
    • 0242628177 scopus 로고    scopus 로고
    • Soil moisture retrieval and AMSR-E validation using an airborne microwave radiometer in SMEX02
    • Piscataway, NJ
    • T. J. Jackson, R. Bindlish, M. Klein, A. J. Gasiewski, and E. G. Njoku, "Soil moisture retrieval and AMSR-E validation using an airborne microwave radiometer in SMEX02," in Proc. IEEE IGARSS'03, Piscataway, NJ, 2003, vol. 1, pp. 401-403.
    • (2003) Proc. IEEE IGARSS'03 , vol.1 , pp. 401-403
    • Jackson, T.J.1    Bindlish, R.2    Klein, M.3    Gasiewski, A.J.4    Njoku, E.G.5
  • 17
    • 38049036397 scopus 로고    scopus 로고
    • Introduction to soil moisture experiments 2004 (SMEX04)
    • T. J. Jackson, M. S. Moran, and P. E. O'Neill, "Introduction to soil moisture experiments 2004 (SMEX04)," Remote Sens. Environ., vol. 112, pp. 301-303, 2008.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 301-303
    • Jackson, T.J.1    Moran, M.S.2    O'Neill, P.E.3
  • 18
    • 29144511437 scopus 로고    scopus 로고
    • The coordinated enhanced observing period (CEOP): An initial step for integrated global water cycle observation
    • T. Koike, "The coordinated enhanced observing period (CEOP): An initial step for integrated global water cycle observation," WMO Bull., vol. 53, pp. 115-121, 2004.
    • (2004) WMO Bull. , vol.53 , pp. 115-121
    • Koike, T.1
  • 21
    • 0029415658 scopus 로고
    • Regional-scale comparisons of vegetation and soil wetness with surface energy budget properties from satellite and in situ observations
    • G.R.Diak, R. M. Rabin, K. P. Gallo, andC.M.Neale, "Regional-scale comparisons of vegetation and soil wetness with surface energy budget properties from satellite and in situ observations," Remote Sens. Rev., vol. 12, pp. 94-128, 1995.
    • (1995) Remote Sens. Rev. , vol.12 , pp. 94-128
    • Diak, G.R.1    Rabin, R.M.2    Gallo, K.P.3    Neale, C.M.4
  • 22
    • 0029729078 scopus 로고    scopus 로고
    • The surface temperature-vegetation index space for land cover and land-cover change analysis
    • E. F. Lambin and D. Ehrlich, "The surface temperature-vegetation index space for land cover and land-cover change analysis," Int. J. Remote Sens., vol. 17, pp. 463-487, 1996.
    • (1996) Int. J. Remote Sens. , vol.17 , pp. 463-487
    • Lambin, E.F.1    Ehrlich, D.2
  • 23
    • 0031573167 scopus 로고    scopus 로고
    • Area-average estimates of evaporation, wetness indicators and top soil moisture during two golden days in EFEDA
    • DOI 10.1016/S0168-1923(97)00020-8, PII S0168192397000208
    • W. G. M. Bastiaanssen, H. Pelgrum, P. Droogers, H. A. R. de Bruin, andM.Menenti, "Area-average estimates of evaporation, wetness indicators and top soilmoisture during two golden days in EFEDA," Agric. For. Meteorol., vol. 87, pp. 119-137, 1997. (Pubitemid 28037717)
    • (1997) Agricultural and Forest Meteorology , vol.87 , Issue.2-3 , pp. 119-137
    • Bastiaanssen, W.G.M.1    Pelgrum, H.2    Droogers, P.3    De Bruin, H.A.R.4    Menenti, M.5
  • 24
    • 0034997416 scopus 로고    scopus 로고
    • Land data assimilation with satellite measurements for the estimation of surface energy balance components and surface control on evaporation
    • DOI 10.1029/2001WR900020
    • G. Boni, D. Entekhabi, and F. Castelli, "Land data assimilation with satellite measurements for the estimation of surface energy balance components and surface control on evaporation," Water Resour. Res., vol. 37, pp. 1713-1722, 2001. (Pubitemid 32480669)
    • (2001) Water Resources Research , vol.37 , Issue.6 , pp. 1713-1722
    • Boni, G.1    Entekhabi, D.2    Castelli, F.3
  • 25
    • 0030251409 scopus 로고    scopus 로고
    • Radar mapping of surface soil moisture
    • F. T. Ulaby, P. C. Dubois, and J. Van Zyl, "Radar mapping of surface soil moisture," J. Hydrol., vol. 184, pp. 57-84, 1996.
    • (1996) J. Hydrol. , vol.184 , pp. 57-84
    • Ulaby, F.T.1    Dubois, P.C.2    Van Zyl, J.3
  • 26
    • 0036613786 scopus 로고    scopus 로고
    • Retrieval of crop biomass and soil moisture from measured 1.4 and 10.65 GHz brightness temperatures
    • S.-F. Liu, Y.-A. Liou,W.-J.Wang, J.-P.Wigneron, and J.-B. Lee, "Retrieval of crop biomass and soil moisture from measured 1.4 and 10.65 GHz brightness temperatures," IEEE Trans. Geosci. Remote Sens., vol. 40, pp. 1260-1268, 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens. , vol.40 , pp. 1260-1268
    • Liu, S.-F.1    Liou, Y.-A.2    Wang, W.-J.3    Wigneron, J.-P.4    Lee, J.-B.5
  • 30
    • 15944422912 scopus 로고    scopus 로고
    • Monitoring of soil moisture and vegetation water content variations in boreal forest from C-band SAR data
    • 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings: Science for Society: Exploring and Managing a Changing Planet. IGARSS 2004
    • J. Pulliainen, P. Hari, M. Hallikainen, N. Patrikainen, M. Peramaki, and P. Kolari, "Monitoring of soil moisture and vegetation water content variations in boreal forest from C-band SAR data," in Proc. IEEE IGARSS'04, Piscataway, NJ, 2004, vol. 2, pp. 1013-1016. (Pubitemid 40438295)
    • (2004) International Geoscience and Remote Sensing Symposium (IGARSS) , vol.2 , pp. 1013-1016
    • Pulliainen, J.1    Hari, P.2    Hallikainen, M.3    Patrikainen, N.4    Peramaki, M.5    Kolari, P.6
  • 32
    • 33645110495 scopus 로고    scopus 로고
    • Soil moisture retrieval using thermal inertia, determined with visible and thermal spaceborne data, validated for European forests
    • W. W. Verstraeten., F. Veroustraete, C. J. Van der Sande, I. Grootaers, and J. Feyen, "Soil moisture retrieval using thermal inertia, determined with visible and thermal spaceborne data, validated for European forests," Remote Sens. Environ., vol. 101, pp. 299-314, 2006.
    • (2006) Remote Sens. Environ. , vol.101 , pp. 299-314
    • Verstraeten., W.W.1    Veroustraete, F.2    Van Der Sande, C.J.3    Grootaers, I.4    Feyen, J.5
  • 33
    • 0242547692 scopus 로고    scopus 로고
    • Application of ERS-1 wind scatterometer data to soil frost and soil moisture monitoring in boreal forest zone
    • PII S019628929802854X
    • J. T. Pulliainen, T. Manninen, and M. Hallikainen, "Application of ERS-1 wind scatterometer data to soil frost and soil moisture monitoring in boreal forest zone," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 3, pp. 849-863, 1998. (Pubitemid 128748496)
    • (1998) IEEE Transactions on Geoscience and Remote Sensing , vol.36 , Issue.3 , pp. 849-863
    • Pulliainen, J.T.1    Manninen, T.2    Hallikainen, M.T.3
  • 34
    • 20444437523 scopus 로고    scopus 로고
    • Validation of ERS scatterometer-derived soil moisture data in the central part of the Duero Basin, Spain
    • DOI 10.1002/hyp.5585
    • A. Ceballos, K. Scipal, W. Wagner, and J. Martinez-Fernandez, "Validation of ERS scatterometer-derived soil moisture data in the central part of the Duero Basin, Spain," Hydrol. Process., vol. 19, pp. 1549-1566, 2005. (Pubitemid 40815533)
    • (2005) Hydrological Processes , vol.19 , Issue.8 , pp. 1549-1566
    • Ceballos, A.1    Scipal, K.2    Wagner, W.3    Martinez-Fernandez, J.4
  • 35
    • 67349194246 scopus 로고    scopus 로고
    • Satellite remote sensing applications for surface soil moisture monitoring: A review
    • L.Wang and J. J. Qu, "Satellite remote sensing applications for surface soil moisture monitoring: A review," Frontiers of Earth Science, vol. 3, pp. 237-247, 2009.
    • (2009) Frontiers of Earth Science , vol.3 , pp. 237-247
    • Wang, L.1    Qu, J.J.2
  • 36
    • 0028980634 scopus 로고
    • Land use and landscape dynamics in northern Thailand: Assessing change in three upland watersheds
    • J. Fox, J. Krummel, M. Ekasingh, S. Yarnasarn, and N. Podger, "Land-use and landscape dynamics in northern Thailand: Assessing change in three upland watersheds since 1954," Ambio, vol. 24, pp. 328-334, 1995. (Pubitemid 26432315)
    • (1995) Ambio , vol.24 , Issue.6 , pp. 328-334
    • Fox, J.1    Krummel, J.2    Yarnasarn, S.3    Ekasingh, M.4    Podger, N.5
  • 37
    • 62849126646 scopus 로고    scopus 로고
    • Ground and surface temperature variability for remote sensing of soil moisture in a heterogeneous landscape
    • M. A. Giraldo, D. Bosch, M. Madden, L. Usery, andM. Finn, "Ground and surface temperature variability for remote sensing of soil moisture in a heterogeneous landscape," J. Hydrol., vol. 368, pp. 214-223, 2009.
    • (2009) J. Hydrol. , vol.368 , pp. 214-223
    • Giraldo, M.A.1    Bosch, D.2    Madden, M.3    Usery, L.4    Finn, M.5
  • 39
    • 0029749971 scopus 로고    scopus 로고
    • Thermal inertia determination from space-A tutorial review
    • P. Cracknell and Y. Xue, "Thermal inertia determination from space-A tutorial review," Int. J. Remote Sens., vol. 17, no. 3, pp. 431-461, 1996.
    • (1996) Int. J. Remote Sens. , vol.17 , Issue.3 , pp. 431-461
    • Cracknell, P.1    Xue, Y.2
  • 40
    • 0033608903 scopus 로고    scopus 로고
    • Combining afternoon and morning NOAA satellites for thermal inertia estimation 1. Algorithm and its testing with hydrologic atmospheric pilot experiment-sahel data
    • J. A. Sobrino and M. H. El. Kharraz, "Combining afternoon and morning NOAA satellites for thermal inertia estimation 1. Algorithm and its testing with hydrologic atmospheric pilot experiment-sahel data," J. Geophys. Res., vol. 104(D8), pp. 9445-9453, 1999a. (Pubitemid 29370746)
    • (1999) Journal of Geophysical Research D: Atmospheres , vol.104 , Issue.8 , pp. 9445-9453
    • Sobrino, J.A.1    El Kharraz, M.H.2
  • 41
    • 0033608893 scopus 로고    scopus 로고
    • Combining afternoon and morning NOAA satellites for thermal inertia estimation. 2. Methodology and application
    • J. A. Sobrino and M. H. El. Kharraz, "Combining afternoon and morning NOAA satellites for thermal inertia estimation 2. Methodology and application," J. Geophys. Res., vol. 104(D8), pp. 9455-9465, 1999b. (Pubitemid 29370747)
    • (1999) Journal of Geophysical Research D: Atmospheres , vol.104 , Issue.8 , pp. 9455-9465
    • Sobrino, J.A.1    El Kharraz, M.H.2
  • 42
    • 34547811418 scopus 로고    scopus 로고
    • Soil moisture retrieval from MODIS data in Northern China Plain using thermal inertia model
    • DOI 10.1080/01431160601034886, PII 779754484
    • G. Cai, Y. Xue, Y. Hu, Y.Wang, J. Guo, Y. Luo, C.Wu, S. Zhong, and S. Qi, "Soil moisture retrieval from MODIS data in Northern China Plain using thermal inertia model," Int. J. Remote Sens., vol. 28, no. 16, pp. 3567-3581, 2007. (Pubitemid 47224533)
    • (2007) International Journal of Remote 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
  • 43
    • 0017500754 scopus 로고
    • Thermal inertia mapping: A new view of the Earth
    • J. C. Price, "Thermal inertia mapping: A new view of the Earth," J. Geophys. Res., vol. 82, no. 18, pp. 2582-2590, 1977.
    • (1977) J. Geophys. Res. , vol.82 , Issue.18 , pp. 2582-2590
    • Price, J.C.1
  • 44
    • 0035039426 scopus 로고    scopus 로고
    • Narrowband to broadband conversions of land surface albedo I algorithms
    • S. Liang, "Narrowband to broadband conversions of land surface albedo I algorithms," Remote Sens. Environ., vol. 76, pp. 213-238, 2000.
    • (2000) Remote Sens. Environ. , vol.76 , pp. 213-238
    • Liang, S.1
  • 45
    • 84864515217 scopus 로고    scopus 로고
    • Integrating multi-sensor remote sensing data for land use/covermapping in a tropicalmountainous area in northern Thailand
    • DOI: 10.1111/j.1745-5871.2011.00732.x, Accepted
    • Y.-C. Wang, C.-C. Feng, and H. Vu Duc, "Integrating multi-sensor remote sensing data for land use/covermapping in a tropicalmountainous area in northern Thailand," Geogr. Res., DOI: 10.1111/j.1745-5871. 2011.00732.x, Accepted.
    • Geogr. Res.
    • Wang, Y.-C.1    Feng, C.-C.2    Vu Duc, H.3
  • 46
    • 76249109794 scopus 로고    scopus 로고
    • The impact of land use and land cover changes on soil moisture and hydraulic conductivity along the karst hillslopes of southwest China
    • X. Chen, Z. Zhang, X. Chen, and P. Shi, "The impact of land use and land cover changes on soil moisture and hydraulic conductivity along the karst hillslopes of southwest China," Env. Earth Sci., vol. 59, no. 4, pp. 811-820, 2009.
    • (2009) Env. Earth Sci. , vol.59 , Issue.4 , pp. 811-820
    • Chen, X.1    Zhang, Z.2    Chen, X.3    Shi, P.4
  • 47
    • 84863514995 scopus 로고    scopus 로고
    • Land Development Department of Thailand, Soil of Thailand Mar. 27, [Online]. Available:
    • Land Development Department of Thailand, Soil of Thailand Mar. 27, 2011 [Online]. Available: http://www.ldd.go.th/thaisoils-museum/INDEX.HTM
    • (2011)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.