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Volumn 7, Issue 9, 2014, Pages 3845-3857

A downscaling approach for SMOS land observations: Evaluation of high-resolution soil moisture maps over the Iberian peninsula

Author keywords

Dissagregation; downscaling; Moderate resolution Imaging Spectroradiometer (MODIS); REMEDHUS; soil moisture; Soil Moisture and Ocean Salinity (SMOS)

Indexed keywords

DISSAGREGATION; DOWN-SCALING; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; REMEDHUS; SOIL MOISTURE AND OCEAN SALINITY (SMOS);

EID: 84910080150     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2014.2325398     Document Type: Article
Times cited : (161)

References (41)
  • 1
    • 33748085021 scopus 로고    scopus 로고
    • Aremote sensing observatory for hydrologic sciences: Agenesis for scaling to continental hydrology
    • W. Krajewski et al., "Aremote sensing observatory for hydrologic sciences: Agenesis for scaling to continental hydrology," Water Resour. Res., vol. 42, 2006.
    • (2006) Water Resour. Res. , vol.42
    • Krajewski, W.1
  • 2
    • 0033789233 scopus 로고    scopus 로고
    • Temporal and spatial scales of observed soil moisture variations in extratropics
    • J. Entin et al., "Temporal and spatial scales of observed soil moisture variations in extratropics," J. Geophys. Res., vol. 105, pp. 11 865-11 877, 2000.
    • (2000) J. Geophys. Res. , vol.105 , pp. 11865-11877
    • Entin, J.1
  • 3
  • 4
    • 25844455573 scopus 로고    scopus 로고
    • Mean soil moisture estimation using temporal stability analysis
    • J. Martínez-Fernández and A. Ceballos, "Mean soil moisture estimation using temporal stability analysis," J. Hydrol., vol. 312, pp. 28-38, 2005.
    • (2005) J. Hydrol. , vol.312 , pp. 28-38
    • Martínez-Fernández, J.1    Ceballos, A.2
  • 5
    • 84856367893 scopus 로고    scopus 로고
    • Catchment scale soil moisture spatialtemporal variability
    • L. Brocca, T. Tullo, F. Melone, T. Moramarco, and R. Morbidelli, "Catchment scale soil moisture spatialtemporal variability," J. Hydrol., vol. 422- 423, no. 0, pp. 63-75, 2012.
    • (2012) J. Hydrol. , vol.422-423 , Issue.0 , pp. 63-75
    • Brocca, L.1    Tullo, T.2    Melone, F.3    Moramarco, T.4    Morbidelli, R.5
  • 7
    • 77952137444 scopus 로고    scopus 로고
    • The SMOS mission: New tool for monitoring key elements of the global water cycle
    • May
    • Y. Kerr et al., "The SMOS mission: New tool for monitoring key elements of the global water cycle," Proc. IEEE, vol. 98, no. 5, pp. 666-687, May 2010.
    • (2010) Proc. IEEE , vol.98 , Issue.5 , pp. 666-687
    • Kerr, Y.1
  • 8
    • 77952242476 scopus 로고    scopus 로고
    • SMOS: The challenging sea surface salinity measurement from space
    • May
    • J. Font et al., "SMOS: The challenging sea surface salinity measurement from space," Proc. IEEE, vol. 98, no. 5, pp. 649-665, May 2010.
    • (2010) Proc. IEEE , vol.98 , Issue.5 , pp. 649-665
    • Font, J.1
  • 9
    • 77952212845 scopus 로고    scopus 로고
    • The soil moisture active passive (SMAP) mission
    • May
    • D. Entekhabi et al., "The soil moisture active passive (SMAP) mission," Proc. IEEE, vol. 98, no. 5, pp. 704-716, May 2010.
    • (2010) Proc. IEEE , vol.98 , Issue.5 , pp. 704-716
    • Entekhabi, D.1
  • 10
    • 67651177443 scopus 로고    scopus 로고
    • An improved soil moisture retrieval algorithm for ers and metop scatterometer observations
    • Jul.
    • V. Naeimi, K. Scipal, Z. Bartalis, S. Hasenauer, and W. Wagner, "An improved soil moisture retrieval algorithm for ers and metop scatterometer observations," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 7, pp. 1999-2013, Jul. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.7 , pp. 1999-2013
    • Naeimi, V.1    Scipal, K.2    Bartalis, Z.3    Hasenauer, S.4    Wagner, W.5
  • 11
    • 0026284432 scopus 로고
    • Applications of microwave remote sensing of soil moisture for water resources and agriculture
    • E. T. Engman, "Applications of microwave remote sensing of soil moisture for water resources and agriculture," Remote Sens. Environ., vol. 35, no. 23, pp. 213-226, 1991.
    • (1991) Remote Sens. Environ. , vol.35 , Issue.23 , pp. 213-226
    • Engman, E.T.1
  • 12
    • 0036692921 scopus 로고    scopus 로고
    • Relations between soil moisture and satellite vegetation indices in the U.S. Corn Belt
    • J. Adegoke and A. Carleton, "Relations between soil moisture and satellite vegetation indices in the U.S. Corn Belt," Amer. Meteorol. Soc., vol. 3, pp. 395-405, 2002.
    • (2002) Amer. Meteorol. Soc. , vol.3 , pp. 395-405
    • Adegoke, J.1    Carleton, A.2
  • 13
    • 34249882717 scopus 로고    scopus 로고
    • Different responses of MODISderived NDVI to root-zone soil moisture in semi-arid and humid regions
    • X. Wang, H. Xie, H. Guan, and X. Zhou, "Different responses of MODISderived NDVI to root-zone soil moisture in semi-arid and humid regions," Hydrol. Earth Syst. Sci., vol. 340, pp. 12-14, 2007.
    • (2007) Hydrol. Earth Syst. Sci. , vol.340 , pp. 12-14
    • Wang, X.1    Xie, H.2    Guan, H.3    Zhou, X.4
  • 14
    • 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
    • M. T. Schnur, H. Xie, and X. Wang, "Estimating root zone soil moisture at distant sites using MODIS NDVI and EVI in a semi-arid region of southwestern USA," Ecol. Informat., vol. 5, no. 5, pp. 400-409, 2010.
    • (2010) Ecol. Informat. , vol.5 , Issue.5 , pp. 400-409
    • Schnur, M.T.1    Xie, H.2    Wang, X.3
  • 15
    • 0035445587 scopus 로고    scopus 로고
    • Amethodology for surface soil moisture and vegetation optical depth retrieval using the microwave polarization difference index
    • Aug.
    • M. Owe, R. de Jeu, and J. Walker, "Amethodology for surface soil moisture and vegetation optical depth retrieval using the microwave polarization difference index," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 8, pp. 1643-1654, Aug. 2001.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , Issue.8 , pp. 1643-1654
    • Owe, M.1    De Jeu, R.2    Walker, J.3
  • 16
    • 34548428368 scopus 로고    scopus 로고
    • An overview of the "triangle method" for estimating surface evapotranspiration and soil moisture from satellite imagery
    • T. Carlson, "An overview of the "triangle method" for estimating surface evapotranspiration and soil moisture from satellite imagery," Sensors, vol. 7, pp. 1612-1629, 2007.
    • (2007) Sensors , vol.7 , pp. 1612-1629
    • Carlson, T.1
  • 17
    • 84870721384 scopus 로고    scopus 로고
    • Self-calibrated evaporation-based disaggregation of SMOS soil moisture: An evaluation study at 3 km and 100 m resolution in Catalunya, Spain
    • O. Merlin et al., "Self-calibrated evaporation-based disaggregation of SMOS soil moisture: An evaluation study at 3 km and 100 m resolution in Catalunya, Spain," Remote Sens. Environ., vol. 130, pp. 25-38, 2012.
    • (2012) Remote Sens. Environ. , vol.130 , pp. 25-38
    • Merlin, O.1
  • 18
    • 70549103582 scopus 로고    scopus 로고
    • A change detection algorithm for retrieving high-resolution soil moisture from SMAP radar and radiometer observations
    • Dec.
    • M. Piles, D. Entekhabi, and A. Camps, "A change detection algorithm for retrieving high-resolution soil moisture from SMAP radar and radiometer observations," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 12, pp. 4125-4131, Dec. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.12 , pp. 4125-4131
    • Piles, M.1    Entekhabi, D.2    Camps, A.3
  • 19
    • 79955601978 scopus 로고    scopus 로고
    • Algorithm for merging SMAP radiometer and radar data for high resolution soil moisture retrieval
    • May
    • N. Das, D. Entekhabi, and E. Njoku, "Algorithm for merging SMAP radiometer and radar data for high resolution soil moisture retrieval," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 5, pp. 1504-1512, May 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.5 , pp. 1504-1512
    • Das, N.1    Entekhabi, D.2    Njoku, E.3
  • 20
    • 77955272358 scopus 로고    scopus 로고
    • An improved algorithm for disaggregating microwave-derived soil moisture based on red, near-infrared and thermal-infrared data
    • O. Merlin, A. A. Bitar, J. Walker, and Y. Kerr, "An improved algorithm for disaggregating microwave-derived soil moisture based on red, near-infrared and thermal-infrared data," Remote Sens. Environ., vol. 114, pp. 2305- 2316, 2010.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 2305-2316
    • Merlin, O.1    Bitar, A.A.2    Walker, J.3    Kerr, Y.4
  • 21
    • 80052304871 scopus 로고    scopus 로고
    • Downscaling SMOS-derived soil moisture using MODIS visible/infrared data
    • Sep.
    • M. Piles et al., "Downscaling SMOS-derived soil moisture using MODIS visible/infrared data," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 9, pp. 3156-3166, Sep. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.9 , pp. 3156-3166
    • Piles, M.1
  • 22
    • 84863393316 scopus 로고    scopus 로고
    • Disaggregation of SMOS soil moisture in Southeastern Australia
    • May
    • O. Merlin et al., "Disaggregation of SMOS soil moisture in Southeastern Australia," IEEE Trans. Geosci. Remote Sens., vol. 50, no. 5, pp. 1556-1571, May 2012.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.5 , pp. 1556-1571
    • Merlin, O.1
  • 23
    • 84873105336 scopus 로고    scopus 로고
    • A downscaling approach tocombineSMOSmulti-angular and full-polarimetric observations with MODIS VIS/IR data into high resolution soil moisture maps
    • M. Piles, M. Vall-llossera, L. Laguna, and A. Camps, "A downscaling approach tocombineSMOSmulti-angular and full-polarimetric observations with MODIS VIS/IR data into high resolution soil moisture maps," in Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS'12), 2012, pp. 1247-1250.
    • (2012) Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS'12) , pp. 1247-1250
    • Piles, M.1    Vall-Llossera, M.2    Laguna, L.3    Camps, A.4
  • 24
    • 84894285830 scopus 로고    scopus 로고
    • On the synergy of smos and terra/aqua modis: High resolution soil moisture maps in near real-time
    • Jul.
    • M. Piles et al., "On the synergy of smos and terra/aqua modis: High resolution soil moisture maps in near real-time," in Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS'13), Jul. 2013, pp. 3423-3426.
    • (2013) Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS'13) , pp. 3423-3426
    • Piles, M.1
  • 26
    • 20444437523 scopus 로고    scopus 로고
    • Validation of ERS scatterometer-derived soil moisture data in the central part of the Duero basin, Spain
    • A. Ceballos, K. Scipal, W. Wagner, and J. Martínez-Fernández, "Validation of ERS scatterometer-derived soil moisture data in the central part of the Duero basin, Spain," Hydrol. Processes, vol. 19, pp. 1549-1566, 2005.
    • (2005) Hydrol. Processes , vol.19 , pp. 1549-1566
    • Ceballos, A.1    Scipal, K.2    Wagner, W.3    Martínez-Fernández, J.4
  • 27
    • 80054992592 scopus 로고    scopus 로고
    • Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe
    • L. Brocca et al., "Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe," Remote Sens. Environ., vol. 115, no. 12, pp. 3390-3408, 2011.
    • (2011) Remote Sens. Environ. , vol.115 , Issue.12 , pp. 3390-3408
    • Brocca, L.1
  • 29
    • 40149096544 scopus 로고    scopus 로고
    • SMOS: The payload
    • Mar.
    • K. McMullan et al., "SMOS: The payload," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 3, pp. 594-605, Mar. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.3 , pp. 594-605
    • McMullan, K.1
  • 30
    • 84871766141 scopus 로고    scopus 로고
    • SMOS calibration and instrument performance after one year in orbit
    • Jan.
    • R. Oliva et al., "SMOS calibration and instrument performance after one year in orbit," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 1, pp. 654-670, Jan. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.1 , pp. 654-670
    • Oliva, R.1
  • 31
    • 80052478359 scopus 로고    scopus 로고
    • The applicability of a small satellite constellation in classification for large-area habitat mapping:Acase study of dmc multispectral imagery in west-central alberta
    • K. Wang, S. E. Franklin, and X. Guo, "The applicability of a small satellite constellation in classification for large-area habitat mapping:Acase study of dmc multispectral imagery in west-central alberta," Can. J. Remote Sens., vol. 36, no. 6, pp. 671-681, 2010.
    • (2010) Can. J. Remote Sens. , vol.36 , Issue.6 , pp. 671-681
    • Wang, K.1    Franklin, S.E.2    Guo, X.3
  • 32
    • 0003006176 scopus 로고
    • Landsat-MSS and TMpost-calibration dynamic ranges, atmospheric reflectance and at-satellite temperature
    • Earth Observation Satellite Company, Lanham, MD, USA, Tech. Rep. no. 1
    • B. Markham and J. Baker, "Landsat-MSS andTMpost-calibration dynamic ranges, atmospheric reflectance and at-satellite temperature," EOSAT Landsat, Earth Observation Satellite Company, Lanham, MD, USA, Tech. Rep. no. 1, 1986.
    • (1986) EOSAT Landsat
    • Markham, B.1    Baker, J.2
  • 34
    • 84864688253 scopus 로고    scopus 로고
    • A simulation of soil water content based on remote sensing in a semi-arid mediterranean agricultural landscape
    • N. Sánchez, J. Martínez-Fernández, M. Rodríguez-Ruiz, E. Torres, and A. Calera, "A simulation of soil water content based on remote sensing in a semi-arid mediterranean agricultural landscape," Spanish J. Agric. Res., vol. 10, no. 2, 2012, pp. 521-532.
    • (2012) Spanish J. Agric. Res. , vol.10 , Issue.2 , pp. 521-532
    • Sánchez, N.1    Martínez-Fernández, J.2    Rodríguez-Ruiz, M.3    Torres, E.4    Calera, A.5
  • 35
    • 78651409453 scopus 로고    scopus 로고
    • A dynamic approach for evaluating coarse scale satellite soil moisture products
    • A. Loew and F. Schlenz, "A dynamic approach for evaluating coarse scale satellite soil moisture products," Hydrol. Earth Syst. Sci., vol. 15, pp. 75-90, 2011.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , pp. 75-90
    • Loew, A.1    Schlenz, F.2
  • 36
    • 84055181341 scopus 로고    scopus 로고
    • Evaluation of remotely sensed and modelled soil moisture products using global ground-based in situ observations
    • C. Albergel et al., "Evaluation of remotely sensed and modelled soil moisture products using global ground-based in situ observations," Remote Sens. Environ., vol. 118, pp. 215-226, 2012.
    • (2012) Remote Sens. Environ. , vol.118 , pp. 215-226
    • Albergel, C.1
  • 37
    • 84860109565 scopus 로고    scopus 로고
    • Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products
    • W. Crow et al., "Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products," Rev. Geophys., vol. 50, p. RG2002, 2012.
    • (2012) Rev. Geophys. , vol.50 , pp. RG2002
    • Crow, W.1
  • 38
    • 77955494327 scopus 로고    scopus 로고
    • Performance metrics for soil moisture retrievals and applications requirements
    • D. Entekhabi, R. Reichle, R. Koster, and W. Crow, "Performance metrics for soil moisture retrievals and applications requirements," J. Hydrometeorol., vol. 11, pp. 832-840, 2010.
    • (2010) J. Hydrometeorol. , vol.11 , pp. 832-840
    • Entekhabi, D.1    Reichle, R.2    Koster, R.3    Crow, W.4
  • 39
    • 0842349556 scopus 로고    scopus 로고
    • Impacts of hydrologic soil properties on drought detection with MODIS thermal data
    • S. Park, J. J. Feddema, and S. L. Egbert, "Impacts of hydrologic soil properties on drought detection with MODIS thermal data," Remote Sens. Environ., vol. 89, no. 1, pp. 53-62, 2004.
    • (2004) Remote Sens. Environ. , vol.89 , Issue.1 , pp. 53-62
    • Park, S.1    Feddema, J.J.2    Egbert, S.L.3
  • 40
    • 0035892353 scopus 로고    scopus 로고
    • Spatial patterns of NDVI in response to precipitation and temperature in the central great plains
    • K. P. Price, P. M. Rich, and J. Wang, "Spatial patterns of NDVI in response to precipitation and temperature in the central great plains," Int. J. Remote Sens., vol. 22, pp. 3827-3844, 2001.
    • (2001) Int. J. Remote Sens. , vol.22 , pp. 3827-3844
    • Price, K.P.1    Rich, P.M.2    Wang, J.3
  • 41
    • 34547098365 scopus 로고    scopus 로고
    • Estimating afternoon MODIS land surface temperatures (LST) based on morning MODIS overpass, location and elevation information
    • N. C. Coops, D. C. Duro, M.A. Wulder, and T. Han, "Estimating afternoon MODIS land surface temperatures (LST) based on morning MODIS overpass, location and elevation information," Int. J. Remote Sens., vol. 28, pp. 2391-2396, 2007.
    • (2007) Int. J. Remote Sens. , vol.28 , pp. 2391-2396
    • Coops, N.C.1    Duro, D.C.2    Wulder, M.A.3    Han, T.4


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