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GIScience & Remote Sensing Volume 56, 2019 - Issue 1
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Articles

Estimation of soil moisture using deep learning based on satellite data: a case study of South Korea

Chang suk LeeNational Meteorological Satellite Center, Korea Meteorological Administration, 61-18 Guam-gil, Gwanghyewon-myeon, Jincheon-gun, Chungcheongbuk-do27803, KoreaORCID Iconhttp://orcid.org/0000-0002-4049-5779View further author information
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Eunha SohnNational Meteorological Satellite Center, Korea Meteorological Administration, 61-18 Guam-gil, Gwanghyewon-myeon, Jincheon-gun, Chungcheongbuk-do27803, KoreaCorrespondence[email protected]
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,
Jun Dong ParkNational Meteorological Satellite Center, Korea Meteorological Administration, 61-18 Guam-gil, Gwanghyewon-myeon, Jincheon-gun, Chungcheongbuk-do27803, KoreaView further author information
&
Jae-Dong JangNational Meteorological Satellite Center, Korea Meteorological Administration, 61-18 Guam-gil, Gwanghyewon-myeon, Jincheon-gun, Chungcheongbuk-do27803, KoreaORCID Iconhttp://orcid.org/0000-0001-6657-9447View further author information
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Pages 43-67 | Received 26 Jan 2018, Accepted 13 Jun 2018, Published online: 06 Jul 2018

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Zhen Wang, Tianjie Zhao, Jianxiu Qiu, Xuesheng Zhao, Rui Li & Shu Wang. (2021) Microwave-based vegetation descriptors in the parameterization of water cloud model at L-band for soil moisture retrieval over croplands. GIScience & Remote Sensing 58:1, pages 48-67.
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Farshad Jalili Pirani & Reza Modarres. (2020) Geostatistical and deterministic methods for rainfall interpolation in the Zayandeh Rud basin, Iran. Hydrological Sciences Journal 65:16, pages 2678-2692.
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Morteza Khazaei, Saeid Hamzeh & Qihao Weng. (2020) Generating high spatial and temporal soil moisture data by disaggregation of SMAP product and its assessment in different land covers. GIScience & Remote Sensing 57:8, pages 1046-1056.
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