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Canadian Journal of Remote Sensing
Journal canadien de télédétection
Volume 30, 2004 - Issue 5
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Review

Estimating soil moisture at the watershed scale with satellite-based radar and land surface models

Pages 805-826 | Published online: 02 Jun 2014

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Hongbo Yan, Guoqing Zhou & Xianjian Lu. (2023) Surface soil moisture retrieval through combining LST-VI feature space with soil porosity. International Journal of Remote Sensing 44:2, pages 517-541.
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Xuefei Zhang, Hong Zhang, Chao Wang, Yixian Tang, Bo Zhang, Fan Wu, Jing Wang & Zhengjia Zhang. (2021) Soil Moisture Estimation based on the Distributed Scatterers Adaptive Filter over the QTP Permafrost Region using Sentinel-1 and High-resolution TerraSAR-X Data. International Journal of Remote Sensing 42:3, pages 902-928.
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G. P. Petropoulos, P. K. Srivastava, K. P. Ferentinos & D. Hristopoulos. (2020) Evaluating the capabilities of optical/TIR imaging sensing systems for quantifying soil water content. Geocarto International 35:5, pages 494-511.
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A. Gumuzzio, L. Brocca, N. Sánchez, A. González-Zamora & J. Martínez-Fernández. (2016) Comparison of SMOS, modelled and in situ long-term soil moisture series in the northwest of Spain. Hydrological Sciences Journal 61:14, pages 2610-2625.
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Kousik Das & Prabir Kumar Paul. (2015) Present status of soil moisture estimation by microwave remote sensing. Cogent Geoscience 1:1.
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Bushra Zaman, Mac McKee & ChristopherM. U. Neale. (2012) Fusion of remotely sensed data for soil moisture estimation using relevance vector and support vector machines. International Journal of Remote Sensing 33:20, pages 6516-6552.
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Frank Veroustraete, Qin Li, Willem W. Verstraeten, Xi Chen, Anming Bao, Qinghan Dong, Tieu Liu & Patrick Willems. (2012) Soil moisture content retrieval based on apparent thermal inertia for Xinjiang province in China. International Journal of Remote Sensing 33:12, pages 3870-3885.
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S. Said, U.C. Kothyari & M.K. Arora. (2012) Vegetation effects on soil moisture estimation from ERS-2 SAR images. Hydrological Sciences Journal 57:3, pages 517-534.
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Melanie Trudel, François Charbonneau & Robert Leconte. (2012) Using RADARSAT-2 polarimetric and ENVISAT-ASAR dual-polarization data for estimating soil moisture over agricultural fields. Canadian Journal of Remote Sensing 38:4, pages 514-527.
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Sujittra Charoenhirunyingyos, Kiyoshi Honda, Daroonwan Kamthonkiat & AmorV. M. Ines. (2011) Soil hydraulic parameters estimated from satellite information through data assimilation. International Journal of Remote Sensing 32:23, pages 8033-8051.
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Alexander Loew & Mike Schwank. (2010) Calibration of a soil moisture model over grassland using L-band microwave radiometry. International Journal of Remote Sensing 31:19, pages 5163-5177.
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J. Wall, A. Collingwood & P. Treitz. (2010) Monitoring surface moisture state in the Canadian High Arctic using synthetic aperture radar (SAR). Canadian Journal of Remote Sensing 36:sup1, pages S124-S134.
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J. Álvarez‐Mozos, M. González‐Audícana, J. Casalí & A. Larrañaga. (2008) Effective versus measured correlation length for radar‐based surface soil moisture retrieval. International Journal of Remote Sensing 29:17-18, pages 5397-5408.
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M. M. Rahman, M. S. Moran, D. P. Thoma, R. Bryant, E. E. Sano, C. D. Holifield Collins, S. Skirvin, C. Kershner & B. J. Orr. (2007) A derivation of roughness correlation length for parameterizing radar backscatter models. International Journal of Remote Sensing 28:18, pages 3995-4012.
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G. Cai, Y. Xue, Y. Hu, Y. Wang, J. Guo, Y. Luo, C. Wu, S. Zhong & S. Qi. (2007) Soil moisture retrieval from MODIS data in Northern China Plain using thermal inertia model. International Journal of Remote Sensing 28:16, pages 3567-3581.
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D.G. Blumberg, V. Freilikher, J. Ben-Asher, J. Daniels, Yu. Kaganovskii, A. Kotlyar & L. Vulfson. (2006) Microwave subsurface remote sensing in the Negev Desert: monitoring of soil water-content. Waves in Random and Complex Media 16:3, pages 179-203.
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