Surface soil moisture retrievals from remote sensing: Current status,products & future trends |
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Affiliation: | 1. Department of Signal Theory and Communications, Universitat Politècnica de Catalunya, IEEC/UPC, Jordi Girona 1-3, 08034 Barcelona, Spain;2. Barcelona Expert Center, Institute of Marine Sciences, CSIC, Pg. Marítim de la Barceloneta 37-49, 08003 Barcelona, Spain;3. Department of Geography and Earth Sciences, University of Aberystwyth, SY23 3DB, UK;4. Instituto Hispano Luso de Investigaciones Agrarias (CIALE), University of Salamanca (USAL), Duero 12, E-37185 Villamayor, Spain;1. Centre d''Etudes Spatiales de la Biosphère, Toulouse, France;2. Université Cadi Ayyad, Marrakech, Morocco;3. USDA ARS Hydrology and Remote Sensing Laboratory, USA;1. IRSTEA, UMR TETIS, 500 rue François Breton, 34093 Montpellier cedex 5, France;2. CNRS, CESBIO, 18 av. Edouard Belin, bpi 2801, 31401 Toulouse cedex 9, France;3. SupAgro, UMR G-EAU, 2 place Pierre Viala, 34060 Montpellier, France;4. IRSTEA, UMR G-EAU, 361 rue François Breton, 34196 Montpellier cedex 5, France;5. INRA, UMR 1114 EMMAH, Domaine St. Paul, 84914, Avignon, France |
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Abstract: | Advances in Earth Observation (EO) technology, particularly over the last two decades, have shown that soil moisture content (SMC) can be measured to some degree or other by all regions of the electromagnetic spectrum, and a variety of techniques have been proposed to facilitate this purpose.In this review we provide a synthesis of the efforts made during the last 20 years or so towards the estimation of surface SMC exploiting EO imagery, with a particular emphasis on retrievals from microwave sensors. Rather than replicating previous overview works, we provide a comprehensive and critical exploration of all the major approaches employed for retrieving SMC in a range of different global ecosystems. In this framework, we consider the newest techniques developed within optical and thermal infrared remote sensing, active and passive microwave domains, as well as assimilation or synergistic approaches. Future trends and prospects of EO for the accurate determination of SMC from space are subject to key challenges, some of which are identified and discussed within.It is evident from this review that there is potential for more accurate estimation of SMC exploiting EO technology, particularly so, by exploring the use of synergistic approaches between a variety of EO instruments. Given the importance of SMC in Earth’s land surface interactions and to a large range of applications, one can appreciate that its accurate estimation is critical in addressing key scientific and practical challenges in today’s world such as food security, sustainable planning and management of water resources. The launch of new, more sophisticated satellites strengthens the development of innovative research approaches and scientific inventions that will result in a range of pioneering and ground-breaking advancements in the retrievals of soil moisture from space. |
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Keywords: | Soil moisture Remote sensing Hydrology Climate change Water balance Land surface interactions |
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