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Volumn 120, Issue 19, 2015, Pages 9955-9964

Spatial representativeness of soil moisture using in situ, remote sensing, and land reanalysis data

Author keywords

[No Author keywords available]

Indexed keywords

CLIMATE CHANGE; COMPLEX TERRAIN; DATA SET; IN SITU MEASUREMENT; QUANTITATIVE ANALYSIS; REMOTE SENSING; SOIL MOISTURE; SPATIAL ANALYSIS; WEATHER FORECASTING;

EID: 84992294266     PISSN: 01480227     EISSN: 21562202     Source Type: Journal    
DOI: 10.1002/2015JD023305     Document Type: Article
Times cited : (42)

References (52)
  • 1
    • 60349109127 scopus 로고    scopus 로고
    • An evaluation of ASCAT surface soil moisture products with in-situ observations in Southwestern France
    • Albergel, C., C. Rüdiger, D. Carrer, J. Calvet, N. Fritz, V. Naeimi, Z. Bartalis, and S. Hasenauer (2009), An evaluation of ASCAT surface soil moisture products with in-situ observations in Southwestern France, Hydrol. Earth Syst. Sci., 13(2), 115–124, doi:10.5194/hess-13-115-2009.
    • (2009) Hydrol. Earth Syst. Sci , vol.13 , Issue.2 , pp. 115-124
    • Albergel, C.1    Rüdiger, C.2    Carrer, D.3    Calvet, J.4    Fritz, N.5    Naeimi, V.6    Bartalis, Z.7    Hasenauer, S.8
  • 2
    • 84880565321 scopus 로고    scopus 로고
    • A bare ground evaporation revision in the ECMWF land-surface scheme: Evaluation of its impact using ground soil moisture and satellite microwave data
    • Albergel, C., G. Balsamo, P. de Rosnay, J. Muñoz Sabater, and S. Boussetta (2012), A bare ground evaporation revision in the ECMWF land-surface scheme: Evaluation of its impact using ground soil moisture and satellite microwave data, Hydrol. Earth Syst. Sci., 16(10), 3607–3620, doi:10.5194/hess-16-3607-2012.
    • (2012) Hydrol. Earth Syst. Sci , vol.16 , Issue.10 , pp. 3607-3620
    • Albergel, C.1    Balsamo, G.2    De Rosnay, P.3    Muñoz Sabater, J.4    Boussetta, S.5
  • 4
    • 68049085458 scopus 로고    scopus 로고
    • A revised hydrology for the ECMWF model: Verification from field site to terrestrial water storage and impact in the integrated forecast system
    • Balsamo, G., A. Beljaars, K. Scipal, P. Viterbo, B. J. J. M. van den Hurk, M. Hirschi, and A. K. Betts (2009), A revised hydrology for the ECMWF model: Verification from field site to terrestrial water storage and impact in the integrated forecast system, J. Hydrometeor, 10(3), 623–643, doi:10.1175/2008JHM1068.1.
    • (2009) J. Hydrometeor , vol.10 , Issue.3 , pp. 623-643
    • Balsamo, G.1    Beljaars, A.2    Scipal, K.3    Viterbo, P.4    Van Den Hurk, B.J.J.M.5    Hirschi, M.6    Betts, A.K.7
  • 5
    • 84869476826 scopus 로고    scopus 로고
    • ERA-Interim/Land: A global land-surface reanalysis based on ERA-Interim meteorological forcing
    • ECMWF, Reading, U. K
    • Balsamo, G., et al. (2012), ERA-Interim/Land: A global land-surface reanalysis based on ERA-Interim meteorological forcing, Tech. Rep., ERA Rep. Ser. 13,ECMWF, pp. 349–362, doi:10.5194/hess-19-389-2015, Reading, U. K.
    • (2012) Tech. Rep., ERA Rep. Ser , vol.13 , pp. 349-362
    • Balsamo, G.1
  • 6
    • 84921492677 scopus 로고    scopus 로고
    • ERA-interim/land: A global land surface reanalysis data set
    • Balsamo, G., et al. (2015), ERA-interim/land: A global land surface reanalysis data set, Hydrol. Earth Syst. Sci., 19, 389–407, doi:10.5194/hess-19-389-2015.
    • (2015) Hydrol. Earth Syst. Sci , vol.19 , pp. 389-407
    • Balsamo, G.1
  • 7
    • 85029860810 scopus 로고    scopus 로고
    • And W. Wagner (2008), ASCAT soil moisture product handbook, ASCAT Soil Moisture Rep. Ser. 15, Inst. of Photogramm
    • Bartalis, Z., V. Naeimi, S. Hasenauer, and W. Wagner (2008), ASCAT soil moisture product handbook, ASCAT Soil Moisture Rep. Ser. 15, Inst. of Photogramm. Remote Sens., Vienna Univ. of Techn., Austria.
    • Remote Sens., Vienna Univ. of Techn., Austria
    • Bartalis, Z.1    Naeimi, V.2    Hasenauer, S.3
  • 8
    • 33845998963 scopus 로고    scopus 로고
    • Soil moisture spatial variability in experimental areas of central Italy
    • Brocca, L., R. Morbidelli, F. Melone, and T. Moramarco (2007), Soil moisture spatial variability in experimental areas of central Italy, J. Hydrol., 333(2–4), 356–373, doi:10.1016/j.jhydrol.2006.09.004.
    • (2007) J. Hydrol , vol.333 , Issue.24 , pp. 356-373
    • Brocca, L.1    Morbidelli, R.2    Melone, F.3    Moramarco, T.4
  • 9
    • 80054992592 scopus 로고    scopus 로고
    • Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe
    • Brocca, L., et al. (2011), Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe, Remote Sens. Environ., 115(12), 3390–3408, doi:10.1016/j.rse.2011.08.003.
    • (2011) Remote Sens. Environ , vol.115 , Issue.12 , pp. 3390-3408
    • Brocca, L.1
  • 10
    • 84903802843 scopus 로고    scopus 로고
    • Absolute versus temporal anomaly and percent of saturation soil moisture spatial variability for six networks worldwide
    • Brocca, L., G. Zucco, H. Mittelbach, T. Moramarco, and S. I. Seneviratne (2014), Absolute versus temporal anomaly and percent of saturation soil moisture spatial variability for six networks worldwide, Water Resour. Res., 50, 5560–5576, doi:10.1002/2014WR015684.
    • (2014) Water Resour. Res , vol.50 , pp. 5560-5576
    • Brocca, L.1    Zucco, G.2    Mittelbach, H.3    Moramarco, T.4    Seneviratne, S.I.5
  • 12
    • 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., A. A. Berg, M. H. Cosh, A. Loew, B. P. Mohanty, R. Panciera, P. de Rosnay, D. Ryu, and J. Walker (2012), Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products, Rev. Geophys., 50, RG2002, doi:10.1029/2011RG000372.
    • (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.9
  • 13
    • 79955446270 scopus 로고    scopus 로고
    • The ERA-Interim reanalysis: Configuration and performance of the data assimilation system
    • Dee, D. P., et al. (2011), The ERA-Interim reanalysis: Configuration and performance of the data assimilation system, Q. J. R. Meteorol. Soc., 137(656), 553–597, doi:10.1002/qj.828.
    • (2011) Q. J. R. Meteorol. Soc , vol.137 , Issue.656 , pp. 553-597
    • Dee, D.P.1
  • 14
    • 84880699358 scopus 로고    scopus 로고
    • A simplified Extended Kalman Filter for the global operational soil moisture analysis at ECMWF
    • de Rosnay, P., M. Drusch, D. Vasiljevic, G. Balsamo, C. Albergel, and L. Isaksen (2013), A simplified Extended Kalman Filter for the global operational soil moisture analysis at ECMWF, Q. J. R. Meteorol. Soc., 139(674), 1199–1213, doi:10.1002/qj.2023.
    • (2013) Q. J. R. Meteorol. Soc , vol.139 , Issue.674 , pp. 1199-1213
    • De Rosnay, P.1    Drusch, M.2    Vasiljevic, D.3    Balsamo, G.4    Albergel, C.5    Isaksen, L.6
  • 15
    • 80052416542 scopus 로고    scopus 로고
    • Operational assimilation of ASCAT surface soil wetness at the Met Office
    • Dharssi, I., K. J. Bovis, B. Macpherson, and C. P. Jones (2011), Operational assimilation of ASCAT surface soil wetness at the Met Office, Hydrol. Earth Syst. Sci., 15(8), 2729–2746, doi:10.5194/hess-15-2729-2011.
    • (2011) Hydrol. Earth Syst. Sci , vol.15 , Issue.8 , pp. 2729-2746
    • Dharssi, I.1    Bovis, K.J.2    Macpherson, B.3    Jones, C.P.4
  • 16
    • 12344325905 scopus 로고    scopus 로고
    • Comparison, validation, and transferability of eight multiyear global soil wetness products
    • Dirmeyer, P. A., Z. Guo, and X. Gao (2004), Comparison, validation, and transferability of eight multiyear global soil wetness products, J. Hydrometeorol., 5(6), 1011–1033, doi:10.1175/JHM-388.1.
    • (2004) J. Hydrometeorol , vol.5 , Issue.6 , pp. 1011-1033
    • Dirmeyer, P.A.1    Guo, Z.2    Gao, X.3
  • 19
    • 84929061651 scopus 로고    scopus 로고
    • Evaluation of the ESA CCI soil moisture product using ground-based observations
    • Dorigo, W. A., et al. (2014), Evaluation of the ESA CCI soil moisture product using ground-based observations, Remote Sens. Environ., 162, 380–395, doi:10.1016/j.rse.2014.07.023.
    • (2014) Remote Sens. Environ , vol.162 , pp. 380-395
    • Dorigo, W.A.1
  • 20
    • 0033789233 scopus 로고    scopus 로고
    • Temporal and spatial scales of observed soil moisture variations in the extratropics
    • Entin, J. K., A. Robock, K. Y. Vinnikov, S. E. Hollinger, S. Liu, and A. Namkhai (2000), Temporal and spatial scales of observed soil moisture variations in the extratropics, J. Geophys. Res., 105(D9), 11,865–11,877.
    • (2000) J. Geophys. Res , vol.105 , Issue.9 , pp. 865-911
    • Entin, J.K.1    Robock, A.2    Vinnikov, K.Y.3    Hollinger, S.E.4    Liu, S.5    Namkhai, A.6
  • 21
    • 39749160983 scopus 로고    scopus 로고
    • Field observations of soil moisture variability across scales, Water Resour
    • Famiglietti, J. S., D. Ryu, A. A. Berg, M. Rodell, and T. J. Jackson (2008), Field observations of soil moisture variability across scales, Water Resour. Res., 44, W01423, doi:10.1029/2006WR005804.
    • (2008) Res , vol.44
    • Famiglietti, J.S.1    Ryu, D.2    Berg, A.A.3    Rodell, M.4    Jackson, T.J.5
  • 22
    • 84892579764 scopus 로고    scopus 로고
    • Estimating root zone soil moisture using near-surface observations from SMOS
    • Ford, T. W., E. Harris, and S. M. Quiring (2014), Estimating root zone soil moisture using near-surface observations from SMOS, Hydrol. Earth Syst. Sci., 18(1), 139–154, doi:10.5194/hess-18-139-2014.
    • (2014) Hydrol. Earth Syst. Sci , vol.18 , Issue.1 , pp. 139-154
    • Ford, T.W.1    Harris, E.2    Quiring, S.M.3
  • 23
    • 84878141350 scopus 로고    scopus 로고
    • Characterizing coarse-scale representativeness of in situ soil moisture measurements from the international soil moisture network
    • Gruber, A., W. A. Dorigo, S. Zwieback, A. Xaver, and W. Wagner (2013), Characterizing coarse-scale representativeness of in situ soil moisture measurements from the international soil moisture network, Vadose Zone J., 12(2), doi:10.2136/vzj2012.0170.
    • (2013) Vadose Zone J , vol.12 , Issue.2
    • Gruber, A.1    Dorigo, W.A.2    Zwieback, S.3    Xaver, A.4    Wagner, W.5
  • 24
    • 76749083507 scopus 로고    scopus 로고
    • Soil moisture active and passive microwave products: Intercomparison and evaluation over a Sahelian site
    • Gruhier, C., et al. (2010), Soil moisture active and passive microwave products: Intercomparison and evaluation over a Sahelian site, Hydrol. Earth Syst. Sci., 14(1), 141–156, doi:10.5194/hess-14-141-2010.
    • (2010) Hydrol. Earth Syst. Sci , vol.14 , Issue.1 , pp. 141-156
    • Gruhier, C.1
  • 25
    • 84934892108 scopus 로고    scopus 로고
    • Towards observation-based gridded runoff estimates for Europe
    • Gudmundsson, L., and S. I. Seneviratne (2015), Towards observation-based gridded runoff estimates for Europe, Hydrol. Earth Syst. Sci., 19(6), 2859–2879, doi:10.5194/hess-19-2859-2015.
    • (2015) Hydrol. Earth Syst. Sci , vol.19 , Issue.6 , pp. 2859-2879
    • Gudmundsson, L.1    Seneviratne, S.I.2
  • 26
    • 77955770214 scopus 로고    scopus 로고
    • Watershed scale temporal stability of soil water content
    • Hu, W., M. Shao, F. Han, K. Reichardt, and J. Tan (2010), Watershed scale temporal stability of soil water content, Geoderma, 158(3–4), 181–198, doi:10.1016/j.geoderma.2010.04.030.
    • (2010) Geoderma , vol.158 , Issue.34 , pp. 181-198
    • Hu, W.1    Shao, M.2    Han, F.3    Reichardt, K.4    Tan, J.5
  • 27
    • 79955464544 scopus 로고    scopus 로고
    • Spatio-temporal variability behavior of land surface soil water content in shrub- and grass-land
    • Hu, W., M. Shao, F. Han, and K. Reichardt (2011), Spatio-temporal variability behavior of land surface soil water content in shrub- and grass-land, Geoderma, 162(3–4), 260–272, doi:10.1016/j.geoderma.2011.02.008.
    • (2011) Geoderma , vol.162 , Issue.34 , pp. 260-272
    • Hu, W.1    Shao, M.2    Han, F.3    Reichardt, K.4
  • 28
    • 23844496700 scopus 로고    scopus 로고
    • Determining the spatial representativeness of air-temperature records using variogram-nugget time series
    • Janis, M. J., and S. M. Robeson (2004), Determining the spatial representativeness of air-temperature records using variogram-nugget time series, Phys. Geogr., 25(6), 513–530, doi:10.2747/0272-3646.25.6.513.
    • (2004) Phys. Geogr , vol.25 , Issue.6 , pp. 513-530
    • Janis, M.J.1    Robeson, S.M.2
  • 29
    • 0036152239 scopus 로고    scopus 로고
    • Time domain reflectometry measurement principles and applications
    • Jones, S., J. Wraith, and D. Or (2002), Time domain reflectometry measurement principles and applications, Hydrol. Processes, 16(1), 141–153, doi:10.1002/hyp.513.
    • (2002) Hydrol. Processes , vol.16 , Issue.1 , pp. 141-153
    • Jones, S.1    Wraith, J.2    Or, D.3
  • 30
    • 79951859076 scopus 로고    scopus 로고
    • Spatio-temporal soil moisture variability in Southwest Germany observed with a new monitoring network within the COPS domain
    • Krauss, L., C. Hauck, and C. Kottmeier (2010), Spatio-temporal soil moisture variability in Southwest Germany observed with a new monitoring network within the COPS domain, Meteorol. Z., 19(6), 523–537, doi:10.1127/0941-2948/2010/0486.
    • (2010) Meteorol. Z , vol.19 , Issue.6 , pp. 523-537
    • Krauss, L.1    Hauck, C.2    Kottmeier, C.3
  • 31
    • 34247484553 scopus 로고    scopus 로고
    • Field-supported verification and improvement of a passive microwave surface emission model for rough, bare, and wet soil surfaces by incorporating shadowing effects
    • Kuria, D. N., T. Koike, L. Hui, H. Tsutsui, and T. Graf (2007), Field-supported verification and improvement of a passive microwave surface emission model for rough, bare, and wet soil surfaces by incorporating shadowing effects, IEEE Trans. Geosci. Remote Sens., 45(5), 1207–1216, doi:10.1109/TGRS.2007.894552.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.5 , pp. 1207-1216
    • Kuria, D.N.1    Koike, T.2    Hui, L.3    Tsutsui, H.4    Graf, T.5
  • 32
    • 77953663374 scopus 로고    scopus 로고
    • Analysis of large scale spatial variability of soil moisture using a geostatistical method
    • Lakhankar, T., A. S. Jones, C. L. Combs, M. Sengupta, T. H. Vonder Haar, and R. Khanbilvardi (2010), Analysis of large scale spatial variability of soil moisture using a geostatistical method, Sensors, 10(1), 913–932.
    • (2010) Sensors , vol.10 , Issue.1 , pp. 913-932
    • Lakhankar, T.1    Jones, A.S.2    Combs, C.L.3    Sengupta, M.4    Vonder Haar, T.H.5    Khanbilvardi, R.6
  • 33
    • 84879067056 scopus 로고    scopus 로고
    • Spatial variability and its scale dependency of observed and modeled soil moisture over different climate regions
    • Li, B., and M. Rodell (2013), Spatial variability and its scale dependency of observed and modeled soil moisture over different climate regions, Hydrol. Earth Syst. Sci., 17(3), 1177–1188, doi:10.5194/hess-17-1177-2013.
    • (2013) Hydrol. Earth Syst. Sci , vol.17 , Issue.3 , pp. 1177-1188
    • Li, B.1    Rodell, M.2
  • 34
  • 35
    • 80053284344 scopus 로고    scopus 로고
    • Global long-term passive microwave satellite-based retrievals of vegetation optical depth
    • Liu, Y. Y., R. A. M. de Jeu, M. F. McCabe, J. P. Evans, and A. I. J. M. van Dijk (2011b), Global long-term passive microwave satellite-based retrievals of vegetation optical depth, Geophys. Res. Lett., 38, L18402, doi:10.1029/2011GL048684.
    • (2011) Geophys. Res. Lett , vol.38
    • Liu, Y.Y.1    De Jeu, R.A.M.2    McCabe, M.F.3    Evans, J.P.4    Van Dijk, A.I.J.M.5
  • 37
    • 78651409453 scopus 로고    scopus 로고
    • A dynamic approach for evaluating coarse scale satellite soil moisture products
    • Loew, A., and F. Schlenz (2011), A dynamic approach for evaluating coarse scale satellite soil moisture products, Hydrol. Earth Syst. Sci., 15(1), 75–90, doi:10.5194/hess-15-75-2011.
    • (2011) Hydrol. Earth Syst. Sci , vol.15 , Issue.1 , pp. 75-90
    • Loew, A.1    Schlenz, F.2
  • 38
    • 84873086266 scopus 로고    scopus 로고
    • Modeling local control effects on the temporal stability of soil water content
    • Martinez, G., Y. A. Pachepsky, H. Vereecken, H. Hardelauf, M. Herbst, and K. Vanderlinden (2013), Modeling local control effects on the temporal stability of soil water content, J. Hydrol., 481, 106–118, doi:10.1016/j.jhydrol.2012.12.024.
    • (2013) J. Hydrol , vol.481 , pp. 106-118
    • Martinez, G.1    Pachepsky, Y.A.2    Vereecken, H.3    Hardelauf, H.4    Herbst, M.5    Vanderlinden, K.6
  • 39
    • 77956303777 scopus 로고    scopus 로고
    • Estimating spatial sampling errors in coarse-scale soil moisture estimates derived from point-scale observations
    • Miralles, D. G., W. T. Crow, and M. H. Cosh (2010), Estimating spatial sampling errors in coarse-scale soil moisture estimates derived from point-scale observations, J. Hydrometeorol., 11(6), 1423–1429, doi:10.1175/2010JHM1285.1.
    • (2010) J. Hydrometeorol , vol.11 , Issue.6 , pp. 1423-1429
    • Miralles, D.G.1    Crow, W.T.2    Cosh, M.H.3
  • 40
    • 84864224050 scopus 로고    scopus 로고
    • A new perspective on the spatio-temporal variability of soil moisture: Temporal dynamics versus time-invariant contributions
    • Mittelbach, H., and S. I. Seneviratne (2012), A new perspective on the spatio-temporal variability of soil moisture: Temporal dynamics versus time-invariant contributions, Hydrol. Earth Syst. Sci., 16(7), 2169–2179, doi:10.5194/hess-16-2169-2012.
    • (2012) Hydrol. Earth Syst. Sci , vol.16 , Issue.7 , pp. 2169-2179
    • Mittelbach, H.1    Seneviratne, S.I.2
  • 41
    • 0034512706 scopus 로고    scopus 로고
    • Evolution of soil moisture spatial structure in a mixed vegetation pixel during the Southern Great Plains 1997 (SGP97) Hydrology Experiment
    • Mohanty, B. P., J. S. Famiglietti, and T. H. Skaggs (2000), Evolution of soil moisture spatial structure in a mixed vegetation pixel during the Southern Great Plains 1997 (SGP97) Hydrology Experiment, Water Resour. Res., 36(12), 3675–3686, doi:10.1029/2000WR900258.
    • (2000) Water Resour. Res , vol.36 , Issue.12 , pp. 3675-3686
    • Mohanty, B.P.1    Famiglietti, J.S.2    Skaggs, T.H.3
  • 42
    • 84905024621 scopus 로고    scopus 로고
    • On the spatial representativeness of temporal dynamics at European weather stations
    • Orlowsky, B., and S. I. Seneviratne (2014), On the spatial representativeness of temporal dynamics at European weather stations, Int. J. Climatol., 34(10), 3154–3160, doi:10.1002/joc.3903.
    • (2014) Int. J. Climatol , vol.34 , Issue.10 , pp. 3154-3160
    • Orlowsky, B.1    Seneviratne, S.I.2
  • 43
    • 44449150244 scopus 로고    scopus 로고
    • Multisensor historical climatology of satellite-derived global land surface moisture
    • Owe, M., R. A. M. de Jeu, and T. R. H. Holmes (2008), Multisensor historical climatology of satellite-derived global land surface moisture, J. Geophys. Res., 113, F01002, doi:10.1029/2007JF000769.
    • (2008) J. Geophys. Res , vol.113
    • Owe, M.1    De Jeu, R.A.M.2    Holmes, T.R.H.3
  • 46
    • 11144356588 scopus 로고    scopus 로고
    • The global land data assimilation system
    • Rodell, M., et al. (2004), The global land data assimilation system, Bull. Am. Meteorol. Soc., 85(3), 381–394, doi:10.1175/BAMS-85-3-381.
    • (2004) Bull. Am. Meteorol. Soc , vol.85 , Issue.3 , pp. 381-394
    • Rodell, M.1
  • 47
    • 67649511967 scopus 로고    scopus 로고
    • An intercomparison of ERS-Scat and AMSR-E soil moisture observations with model simulations over France
    • Rüdiger, C., J. Calvet, C. Gruhier, T. R. H. Holmes, R. A. M. de Jeu, and W. Wagner (2009), An intercomparison of ERS-Scat and AMSR-E soil moisture observations with model simulations over France, J. Hydrometeorol., 10(2), 431–447, doi:10.1175/2008JHM997.1.
    • (2009) J. Hydrometeorol , vol.10 , Issue.2 , pp. 431-447
    • Rüdiger, C.1    Calvet, J.2    Gruhier, C.3    Holmes, T.R.H.4    De Jeu, R.A.M.5    Wagner, W.6
  • 49
    • 0030463866 scopus 로고    scopus 로고
    • Scales of temporal and spatial variability of midlatitude soil moisture
    • Vinnikov, K. Y., A. Robock, N. A. Speranskaya, and C. A. Schlosser (1996), Scales of temporal and spatial variability of midlatitude soil moisture, J. Geophys. Res., 101(D3), 7163–7174, doi:10.1029/95JD02753.
    • (1996) J. Geophys. Res , vol.101 , Issue.3 , pp. 7163-7174
    • Vinnikov, K.Y.1    Robock, A.2    Speranskaya, N.A.3    Schlosser, C.A.4
  • 50
    • 85035809140 scopus 로고    scopus 로고
    • Fusion of active and passive microwave observations to create an Essential Climate Variable data record on soil moisture, paper presented at SPRS Annals of the Photogrammetry
    • Volume I –7, XXII ISPRS Congress, Melbourne, Australia, 25 Aug. –1 Sept
    • Wagner, W., W. A. Dorigo, R. A. M. de Jeu, D. Fernandez, J. Benveniste, E. Haas, and M. Ertl (2012), Fusion of active and passive microwave observations to create an Essential Climate Variable data record on soil moisture, paper presented at SPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), Volume I –7, XXII ISPRS Congress, pp. 315–321, Melbourne, Australia, 25 Aug. –1 Sept.
    • (2012) Remote Sensing and Spatial Information Sciences (ISPRS Annals , pp. 315-321
    • Wagner, W.1    Dorigo, W.A.2    De Jeu, R.A.M.3    Fernandez, D.4    Benveniste, J.5    Haas, E.6    Ertl, M.7
  • 51
    • 84877695797 scopus 로고    scopus 로고
    • The ASCAT soil moisture product: A review of its specifications, validation results, and emerging applications
    • Wagner, W., et al. (2013), The ASCAT soil moisture product: A review of its specifications, validation results, and emerging applications, Meteorol. Z., 22(1), 5–33, doi:10.1127/0941-2948/2013/0399.
    • (2013) Meteorol. Z , vol.22 , Issue.1 , pp. 5-33
    • Wagner, W.1
  • 52
    • 0033104562 scopus 로고    scopus 로고
    • Observed spatial organization of soil moisture and its relation to terrain indices
    • Western, A. W., R. B. Grayson, G. Blöschl, G. R. Willgoose, and T. A. McMahon (1999), Observed spatial organization of soil moisture and its relation to terrain indices, Water Resour. Res., 35(3), 797–810, doi:10.1029/1998WR900065.
    • (1999) Water Resour. Res , vol.35 , Issue.3 , pp. 797-810
    • Western, A.W.1    Grayson, R.B.2    Blöschl, G.3    Willgoose, G.R.4    McMahon, T.A.5


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