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Volumn 7, Issue 10, 2015, Pages 13448-13465

The impact of local acquisition time on the accuracy of microwave surface soil moisture retrievals over the contiguous United States

Author keywords

Acquisition time; Data merging; Remote sensing; Retrieval algorithm; Soil moisture

Indexed keywords

MICROWAVE SENSORS; ORBITS; OVERPASSES; REMOTE SENSING; SATELLITES; SOIL MOISTURE; SURFACE MEASUREMENT;

EID: 84945920205     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs71013448     Document Type: Article
Times cited : (43)

References (41)
  • 3
    • 67651177443 scopus 로고    scopus 로고
    • An improved soil moisture retrieval algorithm for ERS and METOP scatterometer observations
    • Naeimi, V.; Scipal, K.; Bartalis, Z.; Hasenauer, S.; Wagner, W. An improved soil moisture retrieval algorithm for ERS and METOP scatterometer observations. IEEE Trans. Geosci. Remote Sens. 2009, 47, 1999-2013.
    • (2009) IEEE Trans. Geosci. Remote Sens , vol.47 , pp. 1999-2013
    • Naeimi, V.1    Scipal, K.2    Bartalis, Z.3    Hasenauer, S.4    Wagner, W.5
  • 7
    • 85168881271 scopus 로고    scopus 로고
    • Faraday rotation and passive microwave remote sensing of soil moisture from space
    • Pampaloni, P., Paloscia, S., Eds.; VSP: Zeist, The Netherlands
    • Le Vine, D.M.; Abraham, S.A.J.I. Faraday rotation and passive microwave remote sensing of soil moisture from space. In Microwave Radiometry and Remote Sensing of the Earth's Surface and Atmosphere, 1st ed.; Pampaloni, P., Paloscia, S., Eds.; VSP: Zeist, The Netherlands, 2000; pp. 89-96.
    • (2000) Microwave Radiometry and Remote Sensing of the Earth's Surface and Atmosphere, 1st ed , pp. 89-96
    • Le Vine, D.M.1    Abraham, S.A.J.I.2
  • 14
    • 84907943424 scopus 로고    scopus 로고
    • Extended triple collocation: Estimating errors and correlation coefficients with respect to an unknown target
    • McColl, K.A.; Vogelzang, J.; Konings, A.G.; Entekhabi, D.; Piles, M.; Stoffelen, A. Extended triple collocation: Estimating errors and correlation coefficients with respect to an unknown target. Geophys. Res. Lett. 2014, 41, 6229-6236.
    • (2014) Geophys. Res. Lett , vol.41 , pp. 6229-6236
    • McColl, K.A.1    Vogelzang, J.2    Konings, A.G.3    Entekhabi, D.4    Piles, M.5    Stoffelen, A.6
  • 15
    • 44449150244 scopus 로고    scopus 로고
    • Multisensor historical climatology of satellite-derived global land surface moisture
    • Owe, M.; de Jeu, R.; Holmes, T. Multisensor historical climatology of satellite-derived global land surface moisture. J. Geophys. Res.: Earth Surf. 2008, 113, F01002.
    • (2008) J. Geophys. Res.: Earth Surf , vol.113
    • Owe, M.1    de Jeu, R.2    Holmes, T.3
  • 16
    • 59749087124 scopus 로고    scopus 로고
    • Global soil moisture patterns observed by space borne microwave radiometers and scatterometers
    • De Jeu, R.; Wagner, W.; Holmes, T.; Dolman, A.; van de Giesen, N.; Friesen, J. Global soil moisture patterns observed by space borne microwave radiometers and scatterometers. Surv. Geophys. 2008, 29, 399-420.
    • (2008) Surv. Geophys , vol.29 , pp. 399-420
    • De Jeu, R.1    Wagner, W.2    Holmes, T.3    Dolman, A.4    van de Giesen, N.5    Friesen, J.6
  • 18
    • 84881113741 scopus 로고    scopus 로고
    • Estimating root mean square errors in remotely sensed soil moisture over continental scale domains
    • Draper, C.; Reichle, R.; de Jeu, R.; Naeimi, V.; Parinussa, R.; Wagner, W. Estimating root mean square errors in remotely sensed soil moisture over continental scale domains. Remote Sens. Environ. 2013, 137, 288-298.
    • (2013) Remote Sens. Environ , vol.137 , pp. 288-298
    • Draper, C.1    Reichle, R.2    de Jeu, R.3    Naeimi, V.4    Parinussa, R.5    Wagner, W.6
  • 20
    • 84905641855 scopus 로고    scopus 로고
    • Global-scale comparison of passive (SMOS) and active (ASCAT) satellite based microwave soil moisture retrievals with soil moisture simulations (MERRA-Land)
    • Al-Yaari, A.; Wigneron, J.P.; Ducharne, A.; Kerr, Y.H; Wagner, W.; de Lannoy, G.; Reichle, R.; Al Bitar, A.; Dorigo, W.; Richaume, P.; et al. Global-scale comparison of passive (SMOS) and active (ASCAT) satellite based microwave soil moisture retrievals with soil moisture simulations (MERRA-Land). Remote Sens. Environ. 2014, 152, 614-626.
    • (2014) Remote Sens. Environ , vol.152 , pp. 614-626
    • Al-Yaari, A.1    Wigneron, J.P.2    Ducharne, A.3    Kerr Y.H4    Wagner, W.5    de Lannoy, G.6    Reichle, R.7    Al Bitar, A.8    Dorigo, W.9    Richaume, P.10
  • 21
    • 84856976659 scopus 로고    scopus 로고
    • Continental-scale water and energy flux analysis and validation for the North American Land Data Assimilation System project phase 2 (NLDAS-2): 1. Intercomparison and application of model products
    • Xia, Y.; Mitchell, K.; Ek, M.; Sheffield, J.; Cosgrove, B.; Wood, E.; Luo, L.; Alonge, C.; Wei, H.; Meng, J.; et al. Continental-scale water and energy flux analysis and validation for the North American Land Data Assimilation System project phase 2 (NLDAS-2): 1. Intercomparison and application of model products. J. Geophys. Res.: Atmos. 2012, 117, D03109.
    • (2012) J. Geophys. Res.: Atmos , vol.117
    • Xia, Y.1    Mitchell, K.2    Ek, M.3    Sheffield, J.4    Cosgrove, B.5    Wood, E.6    Luo, L.7    Alonge, C.8    Wei, H.9    Meng, J.10
  • 22
    • 1442314273 scopus 로고    scopus 로고
    • Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model
    • Ek, M.B.; Mitchell, K.E.; Lin, Y.; Rogers, E.; Grunmann, P.; Koren, V.; Gayno, G.; Tarpley, J.D. Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model. J. Geophys. Res.: Atmos. 2003, 108, D22.
    • (2003) J. Geophys. Res.: Atmos , vol.108
    • Ek, M.B.1    Mitchell, K.E.2    Lin, Y.3    Rogers, E.4    Grunmann, P.5    Koren, V.6    Gayno, G.7    Tarpley, J.D.8
  • 23
    • 80051695864 scopus 로고    scopus 로고
    • An intercomparison of available soil moisture estimates from thermal infrared and passive microwave remote sensing and land surface modeling
    • Hain, C.R.; Crow, W.T.; Mecikalski, J.R.; Anderson, M.C.; Holmes, T. An intercomparison of available soil moisture estimates from thermal infrared and passive microwave remote sensing and land surface modeling. J. Geophys. Res.: Atmos. 2011, 116, D15107.
    • (2011) J. Geophys. Res.: Atmos , vol.116
    • Hain, C.R.1    Crow, W.T.2    Mecikalski, J.R.3    Anderson, M.C.4    Holmes, T.5
  • 24
    • 84945917260 scopus 로고    scopus 로고
    • (accessed on 13 October 2015)
    • Soil Climate Analysis Network Data and Products. Available online: http://www.wcc.nrcs.usda.gov/scan/(accessed on 13 October 2015).
  • 25
    • 38549130264 scopus 로고    scopus 로고
    • The USDA natural resources conservation service soil climate analysis network (SCAN)
    • Schaefer, G.L.; Cosh, M.H.; Jackson, T.J. The USDA natural resources conservation service soil climate analysis network (SCAN). J. Atmos. Oceanic Tech. 2007, 24, 2073-2077.
    • (2007) J. Atmos. Oceanic Tech , vol.24 , pp. 2073-2077
    • Schaefer, G.L.1    Cosh, M.H.2    Jackson, T.J.3
  • 26
    • 84945931815 scopus 로고    scopus 로고
    • accessed on 13 October 2015
    • U.S. Climate Reference Network. Available online: http://www.ncdc.noaa.gov/crn/(accessed on 13 October 2015).
  • 27
    • 18844377906 scopus 로고    scopus 로고
    • Analytical derivation of the vegetation optical depth from the microwave polarization difference index
    • Meesters, A.G.; de Jeu, R.A.; Owe, M. Analytical derivation of the vegetation optical depth from the microwave polarization difference index. IEEE Geosci. Remote Sens. Lett. 2005, 2, 121-123.
    • (2005) IEEE Geosci. Remote Sens. Lett , vol.2 , pp. 121-123
    • Meesters, A.G.1    de Jeu, R.A.2    Owe, M.3
  • 28
    • 1442312085 scopus 로고    scopus 로고
    • A preliminary survey of radio-frequency interference over the US in Aqua AMSR-E data
    • Li, L.; Njoku, E.G.; Im, E.; Chang, P.S.; Germain, K.S. A preliminary survey of radio-frequency interference over the US in Aqua AMSR-E data. IEEE Trans. Geosci. Remote Sens. 2004, 42, 380-390.
    • (2004) IEEE Trans. Geosci. Remote Sens , vol.42 , pp. 380-390
    • Li, L.1    Njoku, E.G.2    Im, E.3    Chang, P.S.4    Germain, K.S.5
  • 29
    • 84945939405 scopus 로고    scopus 로고
    • (accessed on 26 August 2015)
    • MODIS Vegetation Indices Monthly L3 Global 0.05Deg CMG. Available online: https://lpdaac.usgs.gov/dataset_discovery/modis/modis_products_table/mod13c2 (accessed on 26 August 2015).
  • 30
    • 77955494327 scopus 로고    scopus 로고
    • Performance metrics for soil moisture retrievals and application requirements
    • Entekhabi, D.; Reichle, R.H.; Koster, R.D.; Crow, W.T. Performance metrics for soil moisture retrievals and application requirements. J. Hydrometeorol. 2010, 11, 832-840.
    • (2010) J. Hydrometeorol , vol.11 , pp. 832-840
    • Entekhabi, D.1    Reichle, R.H.2    Koster, R.D.3    Crow, W.T.4
  • 31
    • 11044238967 scopus 로고    scopus 로고
    • Bias reduction in short records of satellite soil moisture
    • Reichle, R.H.; Koster, R.D. Bias reduction in short records of satellite soil moisture. Geophys. Res. Lett. 2004, 31, L19501.
    • (2004) Geophys. Res. Lett , vol.31
    • Reichle, R.H.1    Koster, R.D.2
  • 32
    • 77956303777 scopus 로고    scopus 로고
    • Estimating spatial sampling errors in coarse-scale soil moisture estimates derived from point-scale observations
    • Miralles, D.G.; Crow, W.T.; Cosh, M.H. Estimating spatial sampling errors in coarse-scale soil moisture estimates derived from point-scale observations. J. Hydrometeorol. 2010, 11, 1423-1429.
    • (2010) J. Hydrometeorol , vol.11 , pp. 1423-1429
    • Miralles, D.G.1    Crow, W.T.2    Cosh, M.H.3
  • 33
    • 0032522030 scopus 로고    scopus 로고
    • Toward the true near-surface wind speed: Error modeling and calibration using triple collocation
    • Stoffelen, A. Toward the true near-surface wind speed: Error modeling and calibration using triple collocation. J. Geophys. Res.: Ocean. 1998, 103, 7755-7766.
    • (1998) J. Geophys. Res.: Ocean , vol.103 , pp. 7755-7766
    • Stoffelen, A.1
  • 34
    • 61349127248 scopus 로고    scopus 로고
    • A possible solution for the problem of estimating the error structure of global soil moisture data sets
    • Scipal, K.; Holmes, T.; de Jeu, R.; Naeimi, V.; Wagner, W. A possible solution for the problem of estimating the error structure of global soil moisture data sets. Geophys. Res. Lett. 2008, 35, L24403.
    • (2008) Geophys. Res. Lett , vol.35
    • Scipal, K.1    Holmes, T.2    de Jeu, R.3    Naeimi, V.4    Wagner, W.5
  • 35
    • 80055017086 scopus 로고    scopus 로고
    • The impact of land surface temperature on soil moisture anomaly detection from passive microwave observations
    • Parinussa, R.; Holmes, T.; Yilmaz, M.; Crow, W.T. The impact of land surface temperature on soil moisture anomaly detection from passive microwave observations. Hydrol. Earth Syst. Sc. 2011, 15, 3135-3151.
    • (2011) Hydrol. Earth Syst. Sc , vol.15 , pp. 3135-3151
    • Parinussa, R.1    Holmes, T.2    Yilmaz, M.3    Crow, W.T.4
  • 36
    • 84875587438 scopus 로고    scopus 로고
    • Spatial distribution and possible sources of SMOS errors at the global scale
    • Leroux, D.J.; Kerr, Y.H.; Richaume, P.; Fieuzal, R. Spatial distribution and possible sources of SMOS errors at the global scale. Remote Sens. Environ. 2013, 133, 240-250.
    • (2013) Remote Sens. Environ , vol.133 , pp. 240-250
    • Leroux, D.J.1    Kerr, Y.H.2    Richaume, P.3    Fieuzal, R.4
  • 37
    • 84901926547 scopus 로고    scopus 로고
    • Evaluation of assumptions in soil moisture triple collocation analysis
    • Yilmaz, M.T.; Crow, W.T. Evaluation of assumptions in soil moisture triple collocation analysis. J. Hydrometeorol. 2014, 15, 1293-1302.
    • (2014) J. Hydrometeorol , vol.15 , pp. 1293-1302
    • Yilmaz, M.T.1    Crow, W.T.2
  • 38
    • 84860109565 scopus 로고    scopus 로고
    • Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products
    • Crow, W.T.; Berg, A.A.; Cosh, M.H.; Loew, A.; Mohanty, B.P.; Panciera, R.; de Rosnay, P.; Ryu, D.; Walker, J.P. Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products. Rev. Geophys. 2012, 50, RG2002.
    • (2012) Rev. Geophys , vol.50
    • Crow, W.T.1    Berg, A.A.2    Cosh, M.H.3    Loew, A.4    Mohanty, B.P.5    Panciera, R.6    de Rosnay, P.7    Ryu, D.8    Walker, J.P.9
  • 39
    • 0001858296 scopus 로고
    • The bootstrap estimate of standard error
    • Chapman and Hall/CRC: Boca Raton, FL, USA
    • Efron, B.; Tibshirani, R.J. The bootstrap estimate of standard error. In An Introduction to the Bootstrap, 1st ed.; Chapman and Hall/CRC: Boca Raton, FL, USA, 1994; pp. 45-59.
    • (1994) An Introduction to the Bootstrap, 1st ed , pp. 45-59
    • Efron, B.1    Tibshirani, R.J.2
  • 40
    • 85027938420 scopus 로고    scopus 로고
    • Impact of diurnal variation in vegetation water content on radar backscatter from maize during water stress
    • Van Emmerik, T.; Steele-Dunne, S.C.; Judge, J.; van de Giesen, N. Impact of diurnal variation in vegetation water content on radar backscatter from maize during water stress. IEEE Trans. Geosci. Remote Sens. 2015, 53, 3855-3869.
    • (2015) IEEE Trans. Geosci. Remote Sens , vol.53 , pp. 3855-3869
    • Van Emmerik, T.1    Steele-Dunne, S.C.2    Judge, J.3    van de Giesen, N.4


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