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Volumn 8, Issue 1, 2016, Pages

Spatial and temporal distribution of soil moisture at the catchment scale using remotely-sensed energy fluxes

Author keywords

MODIS; Remote sensing; River basin; Soil water content; Thermal infrared

Indexed keywords

CATCHMENTS; IMAGE RESOLUTION; MOISTURE; RADIOMETERS; RAIN; REMOTE SENSING; RUNOFF; SATELLITE IMAGERY; SOIL MOISTURE; SOILS;

EID: 84958741578     PISSN: None     EISSN: 20734441     Source Type: Journal    
DOI: 10.3390/w8010032     Document Type: Article
Times cited : (17)

References (57)
  • 2
    • 0028667767 scopus 로고
    • Assimilation of soil moisture inferred from infrared remote sensing in a hydrological model over the hapex-mobilhy region
    • Ottlé, C.; Vidal-Madjar, D. Assimilation of soil moisture inferred from infrared remote sensing in a hydrological model over the hapex-mobilhy region. J. Hydrol. 1994, 158, 241-264.
    • (1994) J. Hydrol , vol.158 , pp. 241-264
    • Ottlé, C.1    Vidal-Madjar, D.2
  • 3
    • 84958827860 scopus 로고    scopus 로고
    • Frequency analysis of earth observation and hydrological model evapotranspiration and soil moisture
    • EGU2014-15887; European Geosciences Union General Assembly: Vienna, Austria
    • Song, Y.; Hartanto, I.M.; Alexandridis, T.; van Andel, S.J.; Solomatine, D.P. Frequency analysis of earth observation and hydrological model evapotranspiration and soil moisture. In Geophysical Research Abstracts; EGU2014-15887; European Geosciences Union General Assembly: Vienna, Austria, 2014.
    • (2014) Geophysical Research Abstracts
    • Song, Y.1    Hartanto, I.M.2    Alexandridis, T.3    van Andel, S.J.4    Solomatine, D.P.5
  • 4
    • 84969350526 scopus 로고    scopus 로고
    • Merging earth observation data, weather predictions, in-situ measurements, and hydrological models, for water information services
    • Hartanto, I.M. Merging earth observation data, weather predictions, in-situ measurements, and hydrological models, for water information services. Environ. Eng. Manag. J. 2015, 14, 2031-2042.
    • (2015) Environ. Eng. Manag. J , vol.14 , pp. 2031-2042
    • Hartanto, I.M.1
  • 6
    • 85031977235 scopus 로고    scopus 로고
    • (accessed on 13 March 2015)
    • SMOS-ESA. Soil Moisture Ocean Salinity (SMOS) Mission. Available online: https://earth.esa.int/web/guest/missions/esa-operational-eo-missions/smos (accessed on 13 March 2015).
    • Soil Moisture Ocean Salinity (SMOS) Mission
  • 8
    • 84945173654 scopus 로고    scopus 로고
    • Combining smos with visible and near/shortwave/thermal infrared satellite data for high resolution soil moisture estimates
    • Sánchez-Ruiz, S.; Piles, M.; Sánchez, N.; Martínez-Fernández, J.; Vall-llossera, M.; Camps, A. Combining smos with visible and near/shortwave/thermal infrared satellite data for high resolution soil moisture estimates. J. Hydrol. 2014, 516, 273-283.
    • (2014) J. Hydrol , vol.516 , pp. 273-283
    • Sánchez-Ruiz, S.1    Piles, M.2    Sánchez, N.3    Martínez-Fernández, J.4    Vall-llossera, M.5    Camps, A.6
  • 9
    • 84945173788 scopus 로고    scopus 로고
    • Soil moisture at watershed scale: Remote sensing techniques
    • Fang, B.; Lakshmi, V. Soil moisture at watershed scale: Remote sensing techniques. J. Hydrol. 2014, 516, 258-272.
    • (2014) J. Hydrol , vol.516 , pp. 258-272
    • Fang, B.1    Lakshmi, V.2
  • 10
    • 0026838708 scopus 로고
    • An empirical model and an inversion technique for radar scattering from bare soil surfaces
    • Oh, Y.; Sarabandi, K.; Ulaby, F.T. An empirical model and an inversion technique for radar scattering from bare soil surfaces. IEEE Trans. Geosci. Remote Sens. 1992, 30, 370-381.
    • (1992) IEEE Trans. Geosci. Remote Sens , vol.30 , pp. 370-381
    • Oh, Y.1    Sarabandi, K.2    Ulaby, F.T.3
  • 11
    • 0026835122 scopus 로고
    • Backscattering from a randomly rough dielectric surface
    • Fung, A.K.; Li, Z.; Chen, K.S. Backscattering from a randomly rough dielectric surface. IEEE Trans. Geosci. Remote Sens. 1992, 30, 356-369.
    • (1992) IEEE Trans. Geosci. Remote Sens , vol.30 , pp. 356-369
    • Fung, A.K.1    Li, Z.2    Chen, K.S.3
  • 12
    • 78650935824 scopus 로고    scopus 로고
    • Semiempirical calibration of the integral equation model for sar data in c-band and cross polarization using radar images and field measurements
    • Baghdadi, N.; Abou Chaaya, J.; Zribi, M. Semiempirical calibration of the integral equation model for sar data in c-band and cross polarization using radar images and field measurements. IEEE Geosci. Remote Sens. Lett. 2011, 8, 14-18.
    • (2011) IEEE Geosci. Remote Sens. Lett , vol.8 , pp. 14-18
    • Baghdadi, N.1    Abou Chaaya, J.2    Zribi, M.3
  • 13
    • 0142182577 scopus 로고    scopus 로고
    • Mapping root zone soil moisture using remotely sensed optical imagery
    • Scott, C.A.; Bastiaanssen, W.G.M.; Ahmad, M.U.D. Mapping root zone soil moisture using remotely sensed optical imagery. J. Irrig. Drain. Eng. 2003, 129, 326-335.
    • (2003) J. Irrig. Drain. Eng , vol.129 , pp. 326-335
    • Scott, C.A.1    Bastiaanssen, W.G.M.2    Ahmad, M.U.D.3
  • 14
    • 0033781223 scopus 로고    scopus 로고
    • Remote sensing for irrigated agriculture: Examples from research and possible applications
    • Bastiaanssen, W.G.M.; Molden, D.J.; Makin, I.W. Remote sensing for irrigated agriculture: Examples from research and possible applications. Agric. Water Manag. 2000, 46, 137-155.
    • (2000) Agric. Water Manag , vol.46 , pp. 137-155
    • Bastiaanssen, W.G.M.1    Molden, D.J.2    Makin, I.W.3
  • 15
    • 0141459485 scopus 로고    scopus 로고
    • Retrieving soil moisture storage in the unsaturated zone using satellite imagery and bi-annual phreatic surface fluctuations
    • Ahmad, M.U.D.; Bastiaanssen, W.G.M. Retrieving soil moisture storage in the unsaturated zone using satellite imagery and bi-annual phreatic surface fluctuations. Irrig. Drain. Syst. 2003, 17, 141-161.
    • (2003) Irrig. Drain. Syst , vol.17 , pp. 141-161
    • Ahmad, M.U.D.1    Bastiaanssen, W.G.M.2
  • 16
    • 34248339239 scopus 로고    scopus 로고
    • From near-surface to root-zone soil moisture using different assimilation techniques
    • Sabater, J.M.; Jarlan, L.; Calvet, J.-C.; Bouyssel, F.; de Rosnay, P. From near-surface to root-zone soil moisture using different assimilation techniques. J. Hydrometeorol. 2007, 8, 194-206.
    • (2007) J. Hydrometeorol , vol.8 , pp. 194-206
    • Sabater, J.M.1    Jarlan, L.2    Calvet, J.-C.3    Bouyssel, F.4    de Rosnay, P.5
  • 17
    • 34547594452 scopus 로고    scopus 로고
    • Scaling characteristics of spatial patterns of soil moisture from distributed modelling
    • Manfreda, S.; McCabe, M.F.; Fiorentino, M.; Rodríguez-Iturbe, I.; Wood, E. Scaling characteristics of spatial patterns of soil moisture from distributed modelling. Adv. Water Resour. 2007, 30, 2145-2150.
    • (2007) Adv. Water Resour , vol.30 , pp. 2145-2150
    • Manfreda, S.1    McCabe, M.F.2    Fiorentino, M.3    Rodríguez-Iturbe, I.4    Wood, E.5
  • 18
    • 0028995119 scopus 로고
    • Towards a continuous operational system to estimate the root-zone soil moisture from intermittent remotely sensed surface moisture
    • Ragab, R. Towards a continuous operational system to estimate the root-zone soil moisture from intermittent remotely sensed surface moisture. J. Hydrol. 1995, 173, 1-25.
    • (1995) J. Hydrol , vol.173 , pp. 1-25
    • Ragab, R.1
  • 20
  • 21
    • 0036846044 scopus 로고    scopus 로고
    • Validation of the land-surface temperature products retrieved from terra moderate resolution imaging spectroradiometer data
    • 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 Sens. Environ. 2002, 83, 163-180.
    • (2002) Remote Sens. Environ , vol.83 , pp. 163-180
    • Wan, Z.1    Zhang, Y.2    Zhang, Q.3    Li, Z.-L.4
  • 22
    • 1142293895 scopus 로고    scopus 로고
    • Quality assessment and validation of the modis global land surface temperature
    • Wan, Z.; Zhang, Y.; Zhang, Q.; Li, Z.-L. Quality assessment and validation of the modis global land surface temperature. Int. J. Remote Sens. 2004, 25, 261-274.
    • (2004) Int. J. Remote Sens , vol.25 , pp. 261-274
    • Wan, Z.1    Zhang, Y.2    Zhang, Q.3    Li, Z.-L.4
  • 23
    • 39749092578 scopus 로고    scopus 로고
    • Validating modis land surface temperature products using long-term nighttime ground measurements
    • Wang, W.; Liang, S.; Meyers, T. Validating modis land surface temperature products using long-term nighttime ground measurements. Remote Sens. Environ. 2008, 112, 623-635.
    • (2008) Remote Sens. Environ , vol.112 , pp. 623-635
    • Wang, W.1    Liang, S.2    Meyers, T.3
  • 25
    • 0344731425 scopus 로고    scopus 로고
    • Development and use of a database of hydraulic properties of european soils
    • Wösten, J.; Lilly, A.; Nemes, A.; le Bas, C. Development and use of a database of hydraulic properties of european soils. Geoderma 1999, 90, 169-185.
    • (1999) Geoderma , vol.90 , pp. 169-185
    • Wösten, J.1    Lilly, A.2    Nemes, A.3    le Bas, C.4
  • 26
    • 77954462051 scopus 로고    scopus 로고
    • Introduction of the hungarian detailed soil hydrophysical database (martha) and its use to test external pedotransfer functions
    • Makó, A.; Tóth, B.; Hernádi, H.; Farkas, C.; Marth, P. Introduction of the hungarian detailed soil hydrophysical database (martha) and its use to test external pedotransfer functions. Agrokém. Talajt. 2010, 59, 29-38.
    • (2010) Agrokém. Talajt , vol.59 , pp. 29-38
    • Makó, A.1    Tóth, B.2    Hernádi, H.3    Farkas, C.4    Marth, P.5
  • 29
    • 0017728284 scopus 로고
    • Optimal spatial sampling techniques for ground truth data in microwave remote sensing of soil moisture
    • Rao, R.G.S.; Ulaby, F.T. Optimal spatial sampling techniques for ground truth data in microwave remote sensing of soil moisture. Remote Sens. Environ. 1977, 6, 289-301.
    • (1977) Remote Sens. Environ , vol.6 , pp. 289-301
    • Rao, R.G.S.1    Ulaby, F.T.2
  • 30
    • 0019381997 scopus 로고
    • Integrating ground truth data with remote sensing
    • Townshend, J.R.G., Ed.; Allen and Uniwin: London, UK
    • Justice, C.O.; Townshend, J.R.G. Integrating ground truth data with remote sensing. In Terrain Analysis and Remote Sensing; Townshend, J.R.G., Ed.; Allen and Uniwin: London, UK, 1981; pp. 38-58.
    • (1981) Terrain Analysis and Remote Sensing , pp. 38-58
    • Justice, C.O.1    Townshend, J.R.G.2
  • 33
    • 84943375226 scopus 로고    scopus 로고
    • Improving remotely sensed actual evapotranspiration estimation with raster meteorological data
    • Cherif, I.; Alexandridis, T.K.; Jauch, E.; Chambel-Leitao, P.; Almeida, C. Improving remotely sensed actual evapotranspiration estimation with raster meteorological data. Int. J. Remote Sens. 2015, 36, 4606-4620.
    • (2015) Int. J. Remote Sens , vol.36 , pp. 4606-4620
    • Cherif, I.1    Alexandridis, T.K.2    Jauch, E.3    Chambel-Leitao, P.4    Almeida, C.5
  • 35
    • 67349238170 scopus 로고    scopus 로고
    • Surface and profile soil moisture spatio-temporal analysis during an excessive rainfall period in the southern great plains, USA
    • Heathman, G.C.; Larose, M.; Cosh, M.H.; Bindlish, R. Surface and profile soil moisture spatio-temporal analysis during an excessive rainfall period in the southern great plains, USA. Catena 2009, 78, 159-169.
    • (2009) Catena , vol.78 , pp. 159-169
    • Heathman, G.C.1    Larose, M.2    Cosh, M.H.3    Bindlish, R.4
  • 36
    • 77955601476 scopus 로고    scopus 로고
    • Factors controlling the spatial patterns of soil moisture in a grazed semi-arid steppe investigated by multivariate geostatistics
    • Zhao, Y.; Peth, S.; Hallett, P.; Wang, X.; Giese, M.; Gao, Y.; Horn, R. Factors controlling the spatial patterns of soil moisture in a grazed semi-arid steppe investigated by multivariate geostatistics. Ecohydrology 2011, 4, 36-48.
    • (2011) Ecohydrology , vol.4 , pp. 36-48
    • Zhao, Y.1    Peth, S.2    Hallett, P.3    Wang, X.4    Giese, M.5    Gao, Y.6    Horn, R.7
  • 37
    • 0345414540 scopus 로고    scopus 로고
    • Carbon dioxide and water vapour flux densities over a grassland area in the netherlands
    • Jacobs, A.F.; Heusinkveld, B.G.; Holtslag, A.A. Carbon dioxide and water vapour flux densities over a grassland area in the netherlands. Int. J. Climatol. 2003, 23, 1663-1675.
    • (2003) Int. J. Climatol , vol.23 , pp. 1663-1675
    • Jacobs, A.F.1    Heusinkveld, B.G.2    Holtslag, A.A.3
  • 38
    • 33748302857 scopus 로고    scopus 로고
    • Spatio-temporal distribution of soil surface moisture in a heterogeneously farmed mediterranean catchment
    • Hebrard, O.; Voltz, M.; Andrieux, P.; Moussa, R. Spatio-temporal distribution of soil surface moisture in a heterogeneously farmed mediterranean catchment. J. Hydrol. 2006, 329, 110-121.
    • (2006) J. Hydrol , vol.329 , pp. 110-121
    • Hebrard, O.1    Voltz, M.2    Andrieux, P.3    Moussa, R.4
  • 39
    • 84940644968 scopus 로고
    • A mathematical theory of communication
    • Shannon, C.E. A mathematical theory of communication. Bell Syst. Tech. J. 1948, 27, 379-423.
    • (1948) Bell Syst. Tech. J , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 40
    • 84864290946 scopus 로고    scopus 로고
    • A review of the methods available for estimating soil moisture and its implications for water resource management
    • Dobriyal, P.; Qureshi, A.; Badola, R.; Hussain, S.A. A review of the methods available for estimating soil moisture and its implications for water resource management. J. Hydrol. 2012, 458, 110-117.
    • (2012) J. Hydrol , vol.458 , pp. 110-117
    • Dobriyal, P.1    Qureshi, A.2    Badola, R.3    Hussain, S.A.4
  • 41
    • 77956882779 scopus 로고    scopus 로고
    • Estimating root zone soil moisture at distant sites using modis ndvi and evi in a semi-arid region of southwestern USA
    • Schnur, M.T.; Xie, H.; Wang, X. Estimating root zone soil moisture at distant sites using modis ndvi and evi in a semi-arid region of southwestern USA. Ecol. Inform. 2010, 5, 400-409.
    • (2010) Ecol. Inform , vol.5 , pp. 400-409
    • Schnur, M.T.1    Xie, H.2    Wang, X.3
  • 42
    • 0037457152 scopus 로고    scopus 로고
    • Evaluating the performance of multitemporal image compositing algorithms for burned area analysis
    • Sousa, A.; Pereira, J.; Silva, J. Evaluating the performance of multitemporal image compositing algorithms for burned area analysis. Int. J. Remote Sens. 2003, 24, 1219-1236.
    • (2003) Int. J. Remote Sens , vol.24 , pp. 1219-1236
    • Sousa, A.1    Pereira, J.2    Silva, J.3
  • 43
    • 35348815181 scopus 로고    scopus 로고
    • Land cover change 2002-2005 in borneo and the role of fire derived from modis imagery
    • Langner, A.; Miettinen, J.; Siegert, F. Land cover change 2002-2005 in borneo and the role of fire derived from modis imagery. Glob. Chang. Biol. 2007, 13, 2329-2340.
    • (2007) Glob. Chang. Biol , vol.13 , pp. 2329-2340
    • Langner, A.1    Miettinen, J.2    Siegert, F.3
  • 44
    • 46349091158 scopus 로고    scopus 로고
    • An estimation of the optimum temporal resolution for monitoring vegetation condition on a nationwide scale using modis/terra data
    • Alexandridis, T.K.; Gitas, I.Z.; Silleos, N.G. An estimation of the optimum temporal resolution for monitoring vegetation condition on a nationwide scale using modis/terra data. Int. J. Remote Sens. 2008, 29, 3589-3607.
    • (2008) Int. J. Remote Sens , vol.29 , pp. 3589-3607
    • Alexandridis, T.K.1    Gitas, I.Z.2    Silleos, N.G.3
  • 45
    • 0042842314 scopus 로고    scopus 로고
    • Evaluating different ndvi composite techniques using noaa-14 avhrr data
    • Chen, P.-Y.; Srinivasan, R.; Fedosejevs, G.; Kiniry, J. Evaluating different ndvi composite techniques using noaa-14 avhrr data. Int. J. Remote Sens. 2003, 24, 3403-3412.
    • (2003) Int. J. Remote Sens , vol.24 , pp. 3403-3412
    • Chen, P.-Y.1    Srinivasan, R.2    Fedosejevs, G.3    Kiniry, J.4
  • 46
    • 27544501391 scopus 로고    scopus 로고
    • Regional mapping of root zone soil moisture using optical satellite imagery
    • Fleming, K.; Hendrickx, J.M.; Hong, S.-H. Regional mapping of root zone soil moisture using optical satellite imagery. Proc. SPIE 2005, 5811, 159-170.
    • (2005) Proc. SPIE , vol.5811 , pp. 159-170
    • Fleming, K.1    Hendrickx, J.M.2    Hong, S.-H.3
  • 49
    • 33750401870 scopus 로고    scopus 로고
    • The impact of gridding artifacts on the local spatial properties of modis data: Implications for validation, compositing, and band-to-band registration across resolutions
    • Tan, B.; Woodcock, C.; Hu, J.; Zhang, P.; Ozdogan, M.; Huang, D.; Yang, W.; Knyazikhin, Y.; Myneni, R. The impact of gridding artifacts on the local spatial properties of modis data: Implications for validation, compositing, and band-to-band registration across resolutions. Remote Sens. Environ. 2006, 105, 98-114.
    • (2006) Remote Sens. Environ , vol.105 , pp. 98-114
    • Tan, B.1    Woodcock, C.2    Hu, J.3    Zhang, P.4    Ozdogan, M.5    Huang, D.6    Yang, W.7    Knyazikhin, Y.8    Myneni, R.9
  • 52
    • 0034349861 scopus 로고    scopus 로고
    • From near-surface to root-zone soil moisture using year-round data
    • Calvet, J.-C.; Noilhan, J. From near-surface to root-zone soil moisture using year-round data. J. Hydrometeorol. 2000, 1, 393-411.
    • (2000) J. Hydrometeorol , vol.1 , pp. 393-411
    • Calvet, J.-C.1    Noilhan, J.2
  • 53
    • 84892579764 scopus 로고    scopus 로고
    • Estimating root zone soil moisture using near-surface observations from smos
    • Ford, T.; Harris, E.; Quiring, S. Estimating root zone soil moisture using near-surface observations from smos. Hydrol. Earth Syst. Sci. 2014, 18, 139-154.
    • (2014) Hydrol. Earth Syst. Sci , vol.18 , pp. 139-154
    • Ford, T.1    Harris, E.2    Quiring, S.3
  • 54
  • 55
    • 0035518666 scopus 로고    scopus 로고
    • Spatio-temporal evolution and time-stable characteristics of soil moisture within remote sensing footprints with varying soil, slope, and vegetation
    • Mohanty, B.; Skaggs, T. Spatio-temporal evolution and time-stable characteristics of soil moisture within remote sensing footprints with varying soil, slope, and vegetation. Adv. Water Resour. 2001, 24, 1051-1067.
    • (2001) Adv. Water Resour , vol.24 , pp. 1051-1067
    • Mohanty, B.1    Skaggs, T.2
  • 56
    • 84969337752 scopus 로고    scopus 로고
    • Grass image processing environment-Application to evapotranspiration direct readout
    • Chemin, Y.; Alexandridis, T.K.; Cherif, I. Grass image processing environment-Application to evapotranspiration direct readout. OSGeo J. 2010, 6, 27-31.
    • (2010) OSGeo J , vol.6 , pp. 27-31
    • Chemin, Y.1    Alexandridis, T.K.2    Cherif, I.3
  • 57
    • 69249155620 scopus 로고    scopus 로고
    • Identification of key soil and terrain properties that influence the spatial variability of soil moisture throughout the growing season
    • Baggaley, N.; Mayr, T.; Bellamy, P. Identification of key soil and terrain properties that influence the spatial variability of soil moisture throughout the growing season. Soil Use Manag. 2009, 25, 262-273.
    • (2009) Soil Use Manag , vol.25 , pp. 262-273
    • Baggaley, N.1    Mayr, T.2    Bellamy, P.3


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