@article{bb313300,
AUTHOR = "Lu, M.J. and Hoang, K.O. and Kumarasiri, A.D.T.N.",
TITLE = "Temperature Effects in AMSR2 Soil Moisture Products and Development
of a Removal Method Using Data at Ascending and Descending Overpasses",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "9",
PAGES = "1606",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307817"}
@article{bb313301,
AUTHOR = "Albano, R. and Lacava, T. and Mazzariello, A. and Manfreda, S. and Adamowski, J. and Sole, A.",
TITLE = "How Can Seasonality Influence the Performance of Recent Microwave
Satellite Soil Moisture Products?",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "16",
PAGES = "3044",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307818"}
@article{bb313302,
AUTHOR = "Carlson, T.N.",
TITLE = "The Right Triangle Model: Overcoming the Sparse Data Problem in
Thermal/Optical Remote Sensing of Soil Moisture",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "17",
PAGES = "3231",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307819"}
@article{bb313303,
AUTHOR = "Price, S.R. and Donohoe, J.P. and Price, S.R. and Fairley, J. and Robert, S.",
TITLE = "Complex Permittivity of Adobe Verses Frequency and Water Content",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "18",
PAGES = "3445",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307820"}
@article{bb313304,
AUTHOR = "Sahaar, S.A. and Niemann, J.D.",
TITLE = "Estimating Rootzone Soil Moisture by Fusing Multiple Remote Sensing
Products with Machine Learning",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "19",
PAGES = "3699",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307821"}
@article{bb313305,
AUTHOR = "Zhang, M. and Ge, Y. and Wang, J.H.",
TITLE = "Optimized Soil Moisture Mapping Strategies on the Tibetan Plateau
Using Downscaled and Interpolated Maps as Mutual Covariates",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "21",
PAGES = "3939",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307822"}
@article{bb313306,
AUTHOR = "Sang, Y. and Ren, H.L. and Li, M.",
TITLE = "Climatological Evaluation of Three Assimilation and Reanalysis
Datasets on Soil Moisture over the Tibetan Plateau",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "22",
PAGES = "4198",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307823"}
@article{bb313307,
AUTHOR = "Feng, Y. and Mou, X.J.",
TITLE = "Divergent Drying Mechanisms in Humid and Non-Humid Regions Across
China",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "22",
PAGES = "4193",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307824"}
@article{bb313308,
AUTHOR = "Nie, C. and Hao, C.X. and Chen, X. and Zhou, J. and Xu, R. and Deng, C. and Zhang, Z. and Zhu, Y.Z. and Wang, L.",
TITLE = "The Coupling Characteristics of Vapor Pressure Deficit and Soil
Moisture in China",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "23",
PAGES = "4387",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307825"}
@article{bb313309,
AUTHOR = "Holzman, M. and Srivastava, A. and Rivas, R. and Huete, A.",
TITLE = "Evaluating the Relationship Between Vegetation Status and Soil
Moisture in Semi-Arid Woodlands, Central Australia, Using Daily
Thermal, Vegetation Index, and Reflectance Data",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
PAGES = "635",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307826"}
@article{bb313310,
AUTHOR = "Murphy, P.C. and Codyre, P. and Geever, M. and O'Farrell, J. and Fionnagain, D.O. and Spillane, C. and Golden, A.",
TITLE = "Regional-Scale Analysis of Soil Moisture Content in Malawi Determined
by Remote Sensing",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "5",
PAGES = "890",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307827"}
@article{bb313311,
AUTHOR = "Duan, Y. and Bo, Y. and Yao, X. and Chen, G. and Liu, K. and Wang, S.D. and Yang, B.H. and Li, X.",
TITLE = "A Deep Learning Framework for Long-Term Soil Moisture-Based Drought
Assessment Across the Major Basins in China",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "6",
PAGES = "1000",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307828"}
@article{bb313312,
AUTHOR = "Jimenez y Munoz, P.A. and Kumar, R. and He, C. and Lee, J.A.",
TITLE = "Revisiting the Role of SMAP Soil Moisture Retrievals in WRF-Chem Dust
Emission Simulations over the Western U.S.",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "8",
PAGES = "1345",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307829"}
@article{bb313313,
AUTHOR = "Lu, Y.B. and Yu, Y. and Ding, X.Y. and Sun, L.X. and Li, C. and He, J. and Guo, Z.K. and Malik, I. and Wistuba, M. and Yu, R.",
TITLE = "Adaptive Analysis of Ecosystem Stability in China to Soil Moisture
Variations: A Perspective Based on Climate Zoning and Land Use Types",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "12",
PAGES = "1971",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307830"}
@article{bb313314,
AUTHOR = "Wu, X.R. and Xia, J.M. and Bai, W.H. and Sun, Y.Q.",
TITLE = "Advancing GNOS-R Soil Moisture Estimation: A Multi-Angle Retrieval
Algorithm for FY-3E",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "13",
PAGES = "2325",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307831"}
@article{bb313315,
AUTHOR = "Zhao, Z. and Li, Y.Y. and Liu, K. and Wu, C.S. and Yu, B. and Liu, G. and Wang, Y.X.",
TITLE = "Layered Soil Moisture Retrieval and Agricultural Application Based on
Multi-Source Remote Sensing and Vegetation Suppression Technology: A
Case Study of Youyi Farm, China",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "13",
PAGES = "2130",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307832"}
@article{bb313316,
AUTHOR = "Zhang, X.P. and He, X. and Lin, R. and Xu, X.H. and Shi, Y.P. and Hu, Z.",
TITLE = "Soil Moisture Prediction Using the VIC Model Coupled with LSTMseq2seq",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2453",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307833"}
@article{bb313317,
AUTHOR = "Zhang, Z. and Wang, J.J. and Ding, J.L. and Zhang, J.M. and Li, L. and Shi, L. and Liu, Y.",
TITLE = "Spatiotemporal Mapping of Soil Profile Moisture in Oases in Arid
Areas",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "15",
PAGES = "2737",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307834"}
@article{bb313318,
AUTHOR = "Oulaid, B. and Harris, P. and Maas, E. and Fakeye, I.A. and Baker, C.",
TITLE = "Geographically Weighted Quantile Machine Learning for Probabilistic
Soil Moisture Prediction from Spatially Resolved Remote Sensing",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "16",
PAGES = "2907",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307835"}
@article{bb313319,
AUTHOR = "Rabiei, S. and Babaeian, E. and Grunwald, S.",
TITLE = "Deep Learning-Based Short- and Mid-Term Surface and Subsurface Soil
Moisture Projections from Remote Sensing and Digital Soil Maps",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "18",
PAGES = "3219",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307836"}
@article{bb313320,
AUTHOR = "Chen, J.H. and Wang, Z. and Wei, Z. and Huang, C. and Yang, Y.T. and Wei, P. and Li, H. and You, Y.H. and Zhang, S. and Dong, Z.J. and Liu, H.",
TITLE = "An Interpretable Attention Decision Forest Model for Surface Soil
Moisture Retrieval",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "20",
PAGES = "3468",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307837"}
@article{bb313321,
AUTHOR = "Tefera, M.L. and Zeleke, E.B. and Pirastru, M. and Melesse, A.M. and Seddaiu, G. and Awada, H.",
TITLE = "Satellite-Based Machine Learning for Soil Moisture Prediction and
Land Conservation Practice Assessment in West African Drylands",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "21",
PAGES = "3651",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307838"}
@article{bb313322,
AUTHOR = "Yin, H.M. and Liao, X.H. and Ye, H. and Bai, J. and Yu, W.T. and Li, Y. and Wei, J. and Yuan, J.C. and Liu, Q.",
TITLE = "Spatiotemporal Patterns of Climate-Vegetation Regulation of Soil
Moisture with Phenological Feedback Effects Using Satellite Data",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "22",
PAGES = "3714",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307839"}
@article{bb313323,
AUTHOR = "Usman, M. and Ndehedehe, C.E.",
TITLE = "Leveraging Limited ISMN Soil Moisture Measurements to Develop the
HYDRUS-1D Model and Explore the Potential of Remotely Sensed
Precipitation for Soil Moisture Estimates in the Northern Territory,
Australia",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "22",
PAGES = "3723",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307840"}
@article{bb313324,
AUTHOR = "Liu, Y.J. and Fan, H.Y. and Jin, Y. and Zhu, S.",
TITLE = "Reconstruction of SMAP Soil Moisture Data Based on Residual
Autoencoder Network with Convolutional Feature Extraction",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "22",
PAGES = "3729",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307841"}
@article{bb313325,
AUTHOR = "Zhang, J. and Tao, L.L.",
TITLE = "An Improved Change Detection Method for Time-Series Soil Moisture
Retrieval in Semi-Arid Area",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "23",
PAGES = "3874",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307842"}
@article{bb313326,
AUTHOR = "Garcia Cardona, J. and Rodriguez Alvarez, N. and Munoz Martin, J.F. and Bosch Lluis, X. and Oudrhiri, K.",
TITLE = "Enhancing Soil Moisture Active-Passive Estimates with Soil Moisture
Active-Passive Reflectometer Data Using Graph Signal Processing",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "8",
PAGES = "1397",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307843"}
@article{bb313327,
AUTHOR = "Celik, M.F. and Isik, M.S. and Yuzugullu, O. and Fajraoui, N. and Erten, E.",
TITLE = "Soil Moisture Prediction from Remote Sensing Images Coupled with
Climate, Soil Texture and Topography via Deep Learning",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307844"}
@inproceedings{bb313328,
AUTHOR = "Entezari, M. and Esmaeily, A. and Niazmardi, S.",
TITLE = "Estimation of Soil Moisture and Earth's Surface Temperature Using
Landsat-8 Satellite Data",
BOOKTITLE = SMPR19,
YEAR = "2019",
PAGES = "327-330",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307845"}
@inproceedings{bb313329,
AUTHOR = "Sandric, I. and Diamandi, A. and Oana, N. and Saizu, D. and Vasile, C. and Lucaschi, B.",
TITLE = "Validation And Upscaling Of Soil Moisture Satellite Products In Romania",
BOOKTITLE = ISPRS16,
YEAR = "2016",
PAGES = "B2: 313-317",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307846"}
@inproceedings{bb313330,
AUTHOR = "Kong, J.L. and Xian, T. and Yang, J. and Chen, L. and Yang, X.T.",
TITLE = "Monitoring Soil Moisture In A Coal Mining Area With Multi-phase Landsat
Images",
BOOKTITLE = ISPRS16,
YEAR = "2016",
PAGES = "B7: 537-542",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307847"}
@inproceedings{bb313331,
AUTHOR = "Berwal, P. and Murthy, C.S. and Raju, P.V. and Sai, M.V.R.S.",
TITLE = "Geospatial Analysis Of Near-surface Soil Moisture Time Series Data Over
Indian Region",
BOOKTITLE = ISPRS16,
YEAR = "2016",
PAGES = "B7: 631-637",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307848"}
@inproceedings{bb313332,
AUTHOR = "Yu, F. and Li, H.T. and Jia, Y. and Han, Y.S. and Gu, H.Y.",
TITLE = "The Multi-Level and Multi-Scale Factor Analysis for Soil Moisture
Information Extraction by Multi-Source Remote Sensing Data",
BOOKTITLE = IWIDF13,
YEAR = "2013",
PAGES = "167-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307849"}
@inproceedings{bb313333,
AUTHOR = "Mobasheri, M.R. and Bidkhan, N.G.",
TITLE = "Development of New Hyperspectral Angle Index for Estimation of Soil
Moisture Using in Situ Spectral Measurments",
BOOKTITLE = SMPR13,
YEAR = "2013",
PAGES = "481-486",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307850"}
@inproceedings{bb313334,
AUTHOR = "Mishra, P. and Singh, D.",
TITLE = "Transmission Line Theory Based Two Layer Model for Determining Soil
Moisture",
BOOKTITLE = Hannover13,
YEAR = "2013",
PAGES = "253-256",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307851"}
@article{bb313335,
AUTHOR = "Dor, E.B.",
TITLE = "Soil Spectral Imaging:
Moving From Proximal Sensing To Spatial Quantitative Domain",
JOURNAL = AnnalsPRS,
VOLUME = "I-7",
YEAR = "2012",
NUMBER = "2012",
PAGES = "67-70",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307852"}
@inproceedings{bb313336,
AUTHOR = "Brinkhoff, T. and Jansen, S.",
TITLE = "Sensor Web Services For Early Flood Warnings Based On Soil Moisture
Profiles",
BOOKTITLE = ISPRS12,
YEAR = "2012",
PAGES = "XXXIX-B4:461-466",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307853"}
@inproceedings{bb313337,
AUTHOR = "Sohrabinia, M. and Rack, W. and Zawar reza, P.",
TITLE = "Geostatistical Analysis of Surface Temperature and in-situ Soil
Moisture Using Lst Time-series From Modis",
BOOKTITLE = ISPRS12,
YEAR = "2012",
PAGES = "XXXIX-B7:17-21",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT307854"}
@article{bb313338,
AUTHOR = "Kaheil, Y.H. and Gill, M.K. and McKee, M. and Bastidas, L.A. and Rosero, E.",
TITLE = "Downscaling and Assimilation of Surface Soil Moisture Using Ground
Truth Measurements",
JOURNAL = GeoRS,
VOLUME = "46",
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NUMBER = "5",
MONTH = "May",
PAGES = "1375-1384",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307855"}
@article{bb313339,
AUTHOR = "Chakrabarti, S. and Bongiovanni, T. and Judge, J. and Nagarajan, K. and Principe, J.C.",
TITLE = "Downscaling Satellite-Based Soil Moisture in Heterogeneous Regions
Using High-Resolution Remote Sensing Products and Information Theory:
A Synthetic Study",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "1",
MONTH = "January",
PAGES = "85-101",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307856"}
@article{bb313340,
AUTHOR = "Verhoest, N.E.C. and van den Berg, M.J. and Martens, B. and Lievens, H. and Wood, E.F. and Pan, M. and Kerr, Y.H. and Al Bitar, A. and Tomer, S.K. and Drusch, M. and Vernieuwe, H. and de Baets, B. and Walker, J.P. and Dumedah, G. and Pauwels, V.R.N.",
TITLE = "Copula-Based Downscaling of Coarse-Scale Soil Moisture Observations
With Implicit Bias Correction",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "6",
MONTH = "June",
PAGES = "3507-3521",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307857"}
@article{bb313341,
AUTHOR = "Merlin, O. and Malbeteau, Y. and Notfi, Y. and Bacon, S. and Khabba, S.E.R.S. and Jarlan, L.",
TITLE = "Performance Metrics for Soil Moisture Downscaling Methods:
Application to DISPATCH Data in Central Morocco",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "4",
PAGES = "3783-3807",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307858"}
@article{bb313342,
AUTHOR = "He, L. and Hong, Y. and Wu, X. and Ye, N. and Walker, J.P. and Chen, X.",
TITLE = "Investigation of SMAP Active-Passive Downscaling Algorithms Using
Combined Sentinel-1 SAR and SMAP Radiometer Data",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "4906-4918",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307859"}
@article{bb313343,
AUTHOR = "Peng, J. and Loew, A. and Zhang, S.Q. and Wang, J. and Niesel, J.",
TITLE = "Spatial Downscaling of Satellite Soil Moisture Data Using a
Vegetation Temperature Condition Index",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "1",
MONTH = "January",
PAGES = "558-566",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307860"}
@article{bb313344,
AUTHOR = "Das, N.N. and Entekhabi, D. and Dunbar, R.S. and Njoku, E.G. and Yueh, S.H.",
TITLE = "Uncertainty Estimates in the SMAP Combined Active-Passive Downscaled
Brightness Temperature",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "2",
MONTH = "February",
PAGES = "640-650",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307861"}
@article{bb313345,
AUTHOR = "Ko, A. and Mascaro, G. and Vivoni, E.R.",
TITLE = "Irrigation Impacts on Scaling Properties of Soil Moisture and the
Calibration of a Multifractal Downscaling Model",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "6",
MONTH = "June",
PAGES = "3128-3142",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307862"}
@article{bb313346,
AUTHOR = "Song, C.Y. and Jia, L.",
TITLE = "A Method for Downscaling FengYun-3B Soil Moisture Based on Apparent
Thermal Inertia",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "9",
PAGES = "703",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307863"}
@article{bb313347,
AUTHOR = "Wu, X. and Walker, J.P. and Rudiger, C. and Panciera, R. and Gao, Y.",
TITLE = "Medium-Resolution Soil Moisture Retrieval Using the Bayesian Merging
Method",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "11",
MONTH = "November",
PAGES = "6482-6493",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307864"}
@article{bb313348,
AUTHOR = "Jin, Y. and Ge, Y. and Wang, J.H. and Heuvelink, G.B.M. and Wang, L.",
TITLE = "Geographically Weighted Area-to-Point Regression Kriging for Spatial
Downscaling in Remote Sensing",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307865"}
@article{bb313349,
AUTHOR = "Xu, C.Y. and Qu, J.J. and Hao, X.J. and Cosh, M.H. and Prueger, J.H. and Zhu, Z.L. and Gutenberg, L.",
TITLE = "Downscaling of Surface Soil Moisture Retrieval by Combining
MODIS/Landsat and In Situ Measurements",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307866"}
@article{bb313350,
AUTHOR = "Fang, B. and Lakshmi, V. and Bindlish, R. and Jackson, T.J.",
TITLE = "AMSR2 Soil Moisture Downscaling Using Temperature and Vegetation Data",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307867"}
@article{bb313351,
AUTHOR = "Bai, J.Y. and Cui, Q. and Zhang, W. and Meng, L.K.",
TITLE = "An Approach for Downscaling SMAP Soil Moisture by Combining
Sentinel-1 SAR and MODIS Data",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307868"}
@article{bb313352,
AUTHOR = "Kovacevic, J. and Cvijetinovic, Z. and Stancic, N. and Brodic, N. and Mihajlovic, D.",
TITLE = "New Downscaling Approach Using ESA CCI SM Products for Obtaining High
Resolution Surface Soil Moisture",
JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307869"}
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AUTHOR = "Yan, R. and Bai, J.J.",
TITLE = "A New Approach for Soil Moisture Downscaling in the Presence of
Seasonal Difference",
JOURNAL = RS,
VOLUME = "12",
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NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307870"}
@article{bb313354,
AUTHOR = "Cao, Z. and Gao, H.X. and Nan, Z.T. and Zhao, Y. and Yin, Z.Y.",
TITLE = "A Semi-Physical Approach for Downscaling Satellite Soil Moisture Data
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JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
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PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307871"}
@article{bb313355,
AUTHOR = "Zhang, H.Y. and Wang, S.D. and Liu, K. and Li, X. and Li, Z.Q. and Zhang, X.Y. and Liu, B.X.",
TITLE = "Downscaling of AMSR-E Soil Moisture over North China Using Random
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JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307872"}
@article{bb313356,
AUTHOR = "Llamas, R.M. and Valera, L. and Olaya, P. and Taufer, M. and Vargas, R.",
TITLE = "Downscaling Satellite Soil Moisture Using a Modular Spatial Inference
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VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307873"}
@article{bb313357,
AUTHOR = "Wernicke, L.J. and Chew, C.C. and Small, E.E. and Das, N.N.",
TITLE = "Downscaling SMAP Brightness Temperatures to 3 km Using CYGNSS
Reflectivity Observations: Factors That Affect Spatial Heterogeneity",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307874"}
@article{bb313358,
AUTHOR = "Hu, Z.X. and Chai, L. and Crow, W.T. and Liu, S.M. and Zhu, Z.L. and Zhou, J. and Qu, Y.Q. and Liu, J. and Yang, S.Q. and Lu, Z.",
TITLE = "Applying a Wavelet Transform Technique to Optimize General Fitting
Models for SM Analysis: A Case Study in Downscaling over the
Qinghai-Tibet Plateau",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307875"}
@article{bb313359,
AUTHOR = "Mao, T.N. and Wei, S.G. and Li, Q.L. and Li, L. and Zhang, Y. and Huang, F. and Li, J. and Liu, W. and Zhang, R.",
TITLE = "A Spatial Downscaling Method for Remote Sensing Soil Moisture Based
on Random Forest Considering Soil Moisture Memory and Mass
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VOLUME = "14",
YEAR = "2022",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307876"}
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AUTHOR = "Luo, Q. and Liang, Y. and Guo, Y. and Liang, X.Y. and Ren, C. and Yue, W.T. and Zhu, B.L. and Jiang, X.Y.",
TITLE = "Enhancing Spatial Resolution of GNSS-R Soil Moisture Retrieval
through XGBoost Algorithm-Based Downscaling Approach: A Case Study in
the Southern United States",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307877"}
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AUTHOR = "Cheng, L. and Liu, S. and Mo, X.G. and Hu, S. and Zhou, H. and Xie, C.S. and Nielsen, S. and Grosen, H. and Bauer Gottwein, P.",
TITLE = "Assessing the Potential of 10-m Resolution TVDI Based on Downscaled
LST to Monitor Soil Moisture in Tang River Basin, China",
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VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
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@article{bb313362,
AUTHOR = "Nadeem, A.A. and Zha, Y.Y. and Shi, L.S. and Ali, S. and Wang, X. and Zafar, Z. and Afzal, Z. and Tariq, M.A.U.R.",
TITLE = "Spatial Downscaling and Gap-Filling of SMAP Soil Moisture to High
Resolution Using MODIS Surface Variables and Machine Learning
Approaches over ShanDian River Basin, China",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307879"}
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AUTHOR = "Xu, J.X. and Su, Q. and Li, X.T. and Ma, J.W. and Song, W.L. and Zhang, L. and Su, X.Y.",
TITLE = "A Spatial Downscaling Framework for SMAP Soil Moisture Based on
Stacking Strategy",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307880"}
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AUTHOR = "Xiao, H.Z. and Wang, J.J. and Ding, J.L. and Li, X. and Chen, K.Y.",
TITLE = "Downscale Inversion of Soil Moisture during Vegetation Growth Period
in Ebinur Lake Watershed",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
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AUTHOR = "Zhang, D. and Lu, L.J. and Li, X. and Zhang, J.H. and Zhang, S. and Yang, S.S.",
TITLE = "Spatial Downscaling of ESA CCI Soil Moisture Data Based on Deep
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VOLUME = "16",
YEAR = "2024",
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PAGES = "1394",
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AUTHOR = "Cai, Y.L. and Fan, P. and Lang, S. and Li, M.Y. and Muhammad, Y. and Liu, A.",
TITLE = "Downscaling of SMAP Soil Moisture Data by Using a Deep Belief Network",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307883"}
@article{bb313367,
AUTHOR = "Senanayake, I.P. and Arachchilage, K.R.L.P. and Yeo, I.Y. and Khaki, M. and Han, S.C. and Dahlhaus, P.G.",
TITLE = "Spatial Downscaling of Satellite-Based Soil Moisture Products Using
Machine Learning Techniques: A Review",
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307884"}
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AUTHOR = "Jiang, M.H. and Shen, H.F. and Li, J. and Zhang, L.P.",
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moisture downscaling",
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AUTHOR = "Wang, L.G. and Gao, Y.",
TITLE = "Estimating and Downscaling ESA-CCI Soil Moisture Using Multi-Source
Remote Sensing Images and Stacking-Based Ensemble Learning Algorithms
in the Shandian River Basin, China",
JOURNAL = RS,
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YEAR = "2025",
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@article{bb313370,
AUTHOR = "Abebe, A.K. and Zhou, X. and Lv, T.T. and Tao, Z. and Elnashar, A. and Kebede, A. and Wang, C.M. and Zhang, H.M.",
TITLE = "Spatial Downscaling of Soil Moisture Product to Generate
High-Resolution Data: A Multi-Source Approach over Heterogeneous
Landscapes in Kenya",
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VOLUME = "17",
YEAR = "2025",
NUMBER = "10",
PAGES = "1763",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307887"}
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AUTHOR = "Xie, H. and Wang, T. and Xiong, Y.J. and Zhang, X.D. and Zhang, Y. and Chen, G.Z. and Zhang, K.Q. and Wang, Q.",
TITLE = "A Microwave-Optical Multi-Stage Synergistic Daily 30 m Soil Moisture
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VOLUME = "17",
YEAR = "2025",
NUMBER = "22",
PAGES = "3677",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307888"}
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AUTHOR = "Tobin, K. and Sanchez, A. and Alaniz, A.X. and Hernandez, S. and Perez, A. and Ganta, D. and Bennett, M.",
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YEAR = "2025",
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PAGES = "4058",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307889"}
@inproceedings{bb313373,
AUTHOR = "Lei, X. and Wang, Y. and Guo, T.",
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BOOKTITLE = SmartCityApp21,
YEAR = "2021",
PAGES = "355-360",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smdown6.html#TT307890"}
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YEAR = "2013",
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PAGES = "3516-3543",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307891"}
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YEAR = "2015",
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PAGES = "9954",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307892"}
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AUTHOR = "Carreno Luengo, H. and Lowe, S. and Zuffada, C. and Esterhuizen, S. and Oveisgharan, S.",
TITLE = "Spaceborne GNSS-R from the SMAP Mission: First Assessment of
Polarimetric Scatterometry over Land and Cryosphere",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307893"}
@article{bb313377,
AUTHOR = "Han, M. and Zhu, Y.L. and Yang, D.K. and Hong, X.B. and Song, S.H.",
TITLE = "A Semi-Empirical SNR Model for Soil Moisture Retrieval Using GNSS SNR
Data",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307894"}
@article{bb313378,
AUTHOR = "Eroglu, O. and Kurum, M. and Boyd, D. and Gurbuz, A.C.",
TITLE = "High Spatio-Temporal Resolution CYGNSS Soil Moisture Estimates Using
Artificial Neural Networks",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307895"}
@article{bb313379,
AUTHOR = "Senyurek, V. and Lei, F. and Boyd, D. and Kurum, M. and Gurbuz, A.C. and Moorhead, R.",
TITLE = "Machine Learning-Based CYGNSS Soil Moisture Estimates over ISMN sites
in CONUS",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307896"}
@article{bb313380,
AUTHOR = "Senyurek, V. and Lei, F. and Boyd, D. and Gurbuz, A.C. and Kurum, M. and Moorhead, R.",
TITLE = "Evaluations of Machine Learning-Based CYGNSS Soil Moisture Estimates
against SMAP Observations",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307897"}
@article{bb313381,
AUTHOR = "Yang, T. and Wan, W. and Sun, Z.G. and Liu, B.J. and Li, S. and Chen, X.W.",
TITLE = "Comprehensive Evaluation of Using TechDemoSat-1 and CYGNSS Data to
Estimate Soil Moisture over Mainland China",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307898"}
@article{bb313382,
AUTHOR = "Jing, L. and Yang, L. and Yang, W.T. and Xu, T.H. and Gao, F. and Lu, Y.L. and Sun, B. and Yang, D.K. and Hong, X.B. and Wang, N.Z. and Ruan, H.L. and Darrozes, J.",
TITLE = "Robust Kalman Filter Soil Moisture Inversion Model Using GPS SNR
Data: A Dual-Band Data Fusion Approach",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307899"}
@article{bb313383,
AUTHOR = "Camps, A. and Vall Llossera, M. and Park, H. and Portal, G. and Rossato, L.",
TITLE = "Sensitivity of TDS-1 GNSS-R Reflectivity to Soil Moisture: Global and
Regional Differences and Impact of Different Spatial Scales",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307900"}
@article{bb313384,
AUTHOR = "Jia, Y. and Jin, S.G. and Savi, P. and Gao, Y. and Tang, J. and Chen, Y.X. and Li, W.",
TITLE = "GNSS-R Soil Moisture Retrieval Based on a XGboost Machine Learning
Aided Method: Performance and Validation",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "14",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307901"}
@article{bb313385,
AUTHOR = "Chang, X. and Jin, T.Y. and Yu, K. and Li, Y.W. and Li, J.C. and Zhang, Q.A.",
TITLE = "Soil Moisture Estimation by GNSS Multipath Signal",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307902"}
@article{bb313386,
AUTHOR = "Calabia, A. and Molina, I. and Jin, S.G.",
TITLE = "Soil Moisture Content from GNSS Reflectometry Using Dielectric
Permittivity from Fresnel Reflection Coefficients",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307903"}
@article{bb313387,
AUTHOR = "Wu, X.R. and Ma, W.X. and Xia, J.M. and Bai, W.H. and Jin, S.G. and Calabia, A.",
TITLE = "Spaceborne GNSS-R Soil Moisture Retrieval: Status, Development
Opportunities, and Challenges",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307904"}
@article{bb313388,
AUTHOR = "Dong, Z. and Jin, S.G.",
TITLE = "Evaluation of the Land GNSS-Reflected DDM Coherence on Soil Moisture
Estimation from CYGNSS Data",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307905"}
@article{bb313389,
AUTHOR = "Lv, J.C. and Zhang, R. and Tu, J.S. and Liao, M.J. and Pang, J. and Yu, B. and Li, K. and Xiang, W. and Fu, Y. and Liu, G.X.",
TITLE = "A GNSS-IR Method for Retrieving Soil Moisture Content from Integrated
Multi-Satellite Data That Accounts for the Impact of Vegetation
Moisture Content",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307906"}
@article{bb313390,
AUTHOR = "Shi, Y.J. and Ren, C. and Yan, Z.H. and Lai, J.M.",
TITLE = "High Spatial-Temporal Resolution Estimation of Ground-Based Global
Navigation Satellite System Interferometric Reflectometry (GNSS-IR)
Soil Moisture Using the Genetic Algorithm Back Propagation (GA-BP)
Neural Network",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307907"}
@article{bb313391,
AUTHOR = "Munoz Martin, J.F. and Onrubia, R. and Pascual, D. and Park, H. and Pablos, M. and Camps, A. and Rudiger, C. and Walker, J. and Monerris, A.",
TITLE = "Single-Pass Soil Moisture Retrieval Using GNSS-R at L1 and L5 Bands:
Results from Airborne Experiment",
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VOLUME = "13",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307908"}
@article{bb313392,
AUTHOR = "Munoz Martin, J.F. and Llaveria, D. and Herbert, C. and Pablos, M. and Park, H. and Camps, A.",
TITLE = "Soil Moisture Estimation Synergy Using GNSS-R and L-Band Microwave
Radiometry Data from FSSCat/FMPL-2",
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YEAR = "2021",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307909"}
@article{bb313393,
AUTHOR = "Xu, H.Z. and Yuan, Q.Q. and Li, T.W. and Shen, H.F. and Zhang, L.P. and Jiang, H.T.",
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with In-Situ Measurements and GNSS-R Estimates in the Western
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NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307910"}
@article{bb313394,
AUTHOR = "Edokossi, K. and Calabia, A. and Jin, S.G. and Molina, I.",
TITLE = "GNSS-Reflectometry and Remote Sensing of Soil Moisture:
A Review of Measurement Techniques, Methods, and Applications",
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NUMBER = "4",
PAGES = "xx-yy",
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@article{bb313395,
AUTHOR = "Azemati, A. and Melebari, A. and Campbell, J.D. and Walker, J.P. and Moghaddam, M.",
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Physics-Based Bistatic Scattering Model and Hybrid Global/Local
Optimization",
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NUMBER = "13",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307912"}
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AUTHOR = "Roberts, T.M. and Colwell, I. and Chew, C. and Lowe, S. and Shah, R.",
TITLE = "A Deep-Learning Approach to Soil Moisture Estimation with GNSS-R",
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VOLUME = "14",
YEAR = "2022",
NUMBER = "14",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307913"}
@article{bb313397,
AUTHOR = "Chen, S.Z. and Yan, Q.Y. and Jin, S.G. and Huang, W.M. and Chen, T.X. and Jia, Y. and Liu, S. and Cao, Q.",
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JOURNAL = RS,
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YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307914"}
@article{bb313398,
AUTHOR = "Jia, Y. and Jin, S.G. and Savi, P. and Yan, Q.Y. and Li, W.",
TITLE = "Modeling and Theoretical Analysis of GNSS-R Soil Moisture Retrieval
Based on the Random Forest and Support Vector Machine Learning
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VOLUME = "12",
YEAR = "2020",
NUMBER = "22",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307915"}
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TITLE = "Soil Moisture Retrieval from Multi-GNSS Reflectometry on FY-3E
GNOS-II by Land Cover Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smgnss5.html#TT307916"}
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