Soil Moisture for Hydrological Applications: Open Questions and New Opportunities

被引：241
作者：
Brocca, Luca [1 ]
Ciabatta, Luca [1 ]
Massari, Christian [1 ]
Camici, Stefania [1 ]
Tarpanelli, Angelica [1 ]
机构：
[1] CNR, Res Inst Geohydrol Protect, I-06128 Perugia, Italy
来源：
WATER | 2017年 / 9卷 / 02期
关键词：
soil moisture; hydrology; in situ measurements; remote sensing; floods; landslides; precipitation; irrigation; SPATIAL VARIABILITY; WATER CONTENT; IN-SITU; PARAMETER-ESTIMATION; RAINFALL ESTIMATION; TEMPORAL STABILITY; ERS SCATTEROMETER; DATA ASSIMILATION; CATCHMENT SCALE; SATELLITE;
D O I：
10.3390/w9020140
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
Soil moisture is widely recognized as a key parameter in the mass and energy balance between the land surface and the atmosphere and, hence, the potential societal benefits of an accurate estimation of soil moisture are immense. Recently, scientific community is making great effort for addressing the estimation of soil moisture over large areas through in situ sensors, remote sensing and modelling approaches. The different techniques used for addressing the monitoring of soil moisture for hydrological applications are briefly reviewed here. Moreover, some examples in which in situ and satellite soil moisture data are successfully employed for improving hydrological monitoring and predictions (e.g., floods, landslides, precipitation and irrigation) are presented. Finally, the emerging applications, the open issues and the future opportunities given by the increased availability of soil moisture measurements are outlined.
引用
收藏
页数：20
相关论文
共 142 条
  • [1] Remote sensing of drought: Progress, challenges and opportunities
    AghaKouchak, A.
    Farahmand, A.
    Melton, F. S.
    Teixeira, J.
    Anderson, M. C.
    Wardlow, B. D.
    Hain, C. R.
    [J]. REVIEWS OF GEOPHYSICS, 2015, 53 (02) : 452 - 480
  • [2] 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.
    Mialon, A.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2014, 152 : 614 - 626
  • [3] Improving operational flood ensemble prediction by the assimilation of satellite soil moisture: comparison between lumped and semi-distributed schemes
    Alvarez-Garreton, C.
    Ryu, D.
    Western, A. W.
    Su, C. -H.
    Crow, W. T.
    Robertson, D. E.
    Leahy, C.
    [J]. HYDROLOGY AND EARTH SYSTEM SCIENCES, 2015, 19 (04) : 1659 - 1676
  • [4] The impacts of assimilating satellite soil moisture into a rainfall-runoff model in a semi-arid catchment
    Alvarez-Garreton, C.
    Ryu, D.
    Western, A. W.
    Crow, W. T.
    Robertson, D. E.
    [J]. JOURNAL OF HYDROLOGY, 2014, 519 : 2763 - 2774
  • [5] Dual assimilation of satellite soil moisture to improve streamflow prediction in data-scarce catchments
    Alvarez-Garreton, Camila
    Ryu, Dongryeol
    Western, Andrew W.
    Crow, Wade T.
    Su, Chun-Hsu
    Robertson, David R.
    [J]. WATER RESOURCES RESEARCH, 2016, 52 (07) : 5357 - 5375
  • [6] Sequential assimilation of soil moisture and streamflow data in a conceptual rainfall-runoff model
    Aubert, D
    Loumagne, C
    Oudin, L
    [J]. JOURNAL OF HYDROLOGY, 2003, 280 (1-4) : 145 - 161
  • [7] Calibration of a catchment scale cosmic-ray probe network: A comparison of three parameterization methods
    Baatz, R.
    Bogena, H. R.
    Franssen, H. -J. Hendricks
    Huisman, J. A.
    Qu, W.
    Montzka, C.
    Vereecken, H.
    [J]. JOURNAL OF HYDROLOGY, 2014, 516 : 231 - 244
  • [8] ERA-Interim/Land: a global land surface reanalysis data set
    Balsamo, G.
    Albergel, C.
    Beljaars, A.
    Boussetta, S.
    Brun, E.
    Cloke, H.
    Dee, D.
    Dutra, E.
    Munoz-Sabater, J.
    Pappenberger, F.
    de Rosnay, P.
    Stockdale, T.
    Vitart, F.
    [J]. HYDROLOGY AND EARTH SYSTEM SCIENCES, 2015, 19 (01) : 389 - 407
  • [9] Early warning of rainfall-induced shallow landslides and debris flows in the USA
    Baum, Rex L.
    Godt, Jonathan W.
    [J]. LANDSLIDES, 2010, 7 (03) : 259 - 272
  • [10] Improving Curve Number Based Storm Runoff Estimates Using Soil Moisture Proxies
    Beck, Hylke E.
    de Jeu, Richard A. M.
    Schellekens, Jaap
    van Dijk, Albert I. J. M.
    Bruijnzeel, L. Adrian
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2009, 2 (04) : 250 - 259
12345678910