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AUTHOR = "Song, P. and Huang, J. and Mansaray, L.R. and Wen, H. and Wu, H. and Liu, Z. and Wang, X.",
TITLE = "An Improved Soil Moisture Retrieval Algorithm Based on the Land
Parameter Retrieval Model for Water-Land Mixed Pixels Using AMSR-E
Data",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "7643-7657",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309315"}
@article{bb314801,
AUTHOR = "Rodriguez Alvarez, N. and Misra, S. and Podest, E. and Morris, M. and Bosch Lluis, X.",
TITLE = "The Use of SMAP-Reflectometry in Science Applications:
Calibration and Capabilities",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309316"}
@article{bb314802,
AUTHOR = "Walker, V.A. and Hornbuckle, B.K. and Cosh, M.H. and Prueger, J.H.",
TITLE = "Seasonal Evaluation of SMAP Soil Moisture in the U.S. Corn Belt",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309317"}
@article{bb314803,
AUTHOR = "Ymeti, I. and Shrestha, D.P. and van der Meer, F.",
TITLE = "Monitoring Soil Surface Mineralogy at Different Moisture Conditions
Using Visible Near-Infrared Spectroscopy Data",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309318"}
@article{bb314804,
AUTHOR = "Tian, Y.F. and Xiong, L.H. and Xiong, B. and Zhuang, R.D.",
TITLE = "A Prior Estimation of the Spatial Distribution Parameter of Soil
Moisture Storage Capacity Using Satellite-Based Root-Zone Soil
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JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309319"}
@article{bb314805,
AUTHOR = "Zappa, L. and Forkel, M. and Xaver, A. and Dorigo, W.",
TITLE = "Deriving Field Scale Soil Moisture from Satellite Observations and
Ground Measurements in a Hilly Agricultural Region",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309320"}
@article{bb314806,
AUTHOR = "Xie, Q.X. and Menenti, M. and Jia, L.",
TITLE = "Improving the AMSR-E/NASA Soil Moisture Data Product Using In-Situ
Measurements from the Tibetan Plateau",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309321"}
@article{bb314807,
AUTHOR = "Zhu, X.F. and Pan, Y.Z. and Wang, J.X. and Liu, Y.",
TITLE = "A Cuboid Model for Assessing Surface Soil Moisture",
JOURNAL = RS,
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NUMBER = "24",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309322"}
@article{bb314808,
AUTHOR = "Soldo, Y. and Le Vine, D. and de Matthaeis, P.",
TITLE = "Detection of Residual 'Hot Spots' in RFI-Filtered SMAP Data",
JOURNAL = RS,
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@article{bb314809,
AUTHOR = "Tan, K. and Chen, J. and Zhang, W.G. and Liu, K. and Tao, P.J. and Cheng, X.J.",
TITLE = "Estimation of soil surface water contents for intertidal mudflats
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@article{bb314810,
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@article{bb314811,
AUTHOR = "Cui, Y. and Chen, X. and Xiong, W.T. and He, L. and Lv, F. and Fan, W.J. and Luo, Z.L. and Hong, Y.",
TITLE = "A Soil Moisture Spatial and Temporal Resolution Improving Algorithm
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@article{bb314812,
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NUMBER = "3",
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AUTHOR = "Zhuang, R. and Zeng, Y.J. and Manfreda, S. and Su, Z.",
TITLE = "Quantifying Long-Term Land Surface and Root Zone Soil Moisture over
Tibetan Plateau",
JOURNAL = RS,
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NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309328"}
@article{bb314814,
AUTHOR = "Liang, M.Y. and Pause, M. and Prechtel, N. and Schramm, M.",
TITLE = "Regionalization of Coarse Scale Soil Moisture Products Using
Fine-Scale Vegetation Indices: Prospects and Case Study",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309329"}
@article{bb314815,
AUTHOR = "Llamas, R.M. and Guevara, M. and Rorabaugh, D. and Taufer, M. and Vargas, R.",
TITLE = "Spatial Gap-Filling of ESA CCI Satellite-Derived Soil Moisture Based
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NUMBER = "4",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309330"}
@article{bb314816,
AUTHOR = "Rodriguez Alvarez, N. and Misra, S. and Morris, M.",
TITLE = "The Polarimetric Sensitivity of SMAP-Reflectometry Signals to Crop
Growth in the U.S. Corn Belt",
JOURNAL = RS,
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YEAR = "2020",
NUMBER = "6",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309331"}
@article{bb314817,
AUTHOR = "Kasim, A.A. and Carlson, T.N. and Usman, H.S.",
TITLE = "Limitations in Validating Derived Soil Water Content from
Thermal/Optical Measurements Using the Simplified Triangle Method",
JOURNAL = RS,
VOLUME = "12",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309332"}
@article{bb314818,
AUTHOR = "Oozeer, Y. and Fletcher, C.G. and Champagne, C.",
TITLE = "Evaluation of Satellite-Derived Surface Soil Moisture Products over
Agricultural Regions of Canada",
JOURNAL = RS,
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@article{bb314819,
AUTHOR = "Baugh, C. and de Rosnay, P. and Lawrence, H. and Jurlina, T. and Drusch, M. and Zsoter, E. and Prudhomme, C.",
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@article{bb314821,
AUTHOR = "Chew, C. and Small, E.",
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AUTHOR = "Ju, F. and An, R. and Yang, Z. and Huang, L.J. and Sun, Y.X.",
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JOURNAL = RS,
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AUTHOR = "Ambadan, J.T. and Oja, M. and Gedalof, Z. and Berg, A.A.",
TITLE = "Satellite-Observed Soil Moisture as an Indicator of Wildfire Risk",
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AUTHOR = "Liu, Z.H. and Zhao, L. and Peng, Y.P. and Wang, G.X. and Hu, Y.M.",
TITLE = "Improving Estimation of Soil Moisture Content Using a Modified Soil
Thermal Inertia Model",
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AUTHOR = "Tollerud, H.J. and Brown, J.F. and Loveland, T.R.",
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AUTHOR = "Liu, J. and Liu, Q.H.",
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AUTHOR = "Bai, X. and Zhang, L. and He, C.S. and Zhu, Y.",
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AUTHOR = "Nie, Y. and Tan, Y. and Deng, Y.Q. and Yu, J.",
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MODIS Satellite Data: A Time Series Model (2010-2025)",
JOURNAL = RS,
VOLUME = "13",
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NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309365"}
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TITLE = "Improving Soil Moisture Estimation by Identification of NDVI
Thresholds Optimization: An Application to the Chinese Loess Plateau",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309367"}
@article{bb314853,
AUTHOR = "Ahmed, A.A.M. and Deo, R.C. and Raj, N. and Ghahramani, A. and Feng, Q. and Yin, Z.L. and Yang, L.S.",
TITLE = "Deep Learning Forecasts of Soil Moisture: Convolutional Neural
Network and Gated Recurrent Unit Models Coupled with
Satellite-Derived MODIS, Observations and Synoptic-Scale Climate
Index Data",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309368"}
@article{bb314854,
AUTHOR = "Levy, J.S. and Johnson, J.T.E.",
TITLE = "Remote Soil Moisture Measurement from Drone-Borne Reflectance
Spectroscopy: Applications to Hydroperiod Measurement in Desert
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JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309369"}
@article{bb314855,
AUTHOR = "Stefan, V.G. and Indrio, G. and Escorihuela, M.J. and Quintana Segui, P. and Villar, J.M.",
TITLE = "High-Resolution SMAP-Derived Root-Zone Soil Moisture Using an
Exponential Filter Model Calibrated per Land Cover Type",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309370"}
@article{bb314856,
AUTHOR = "Ge, X.Y. and Ding, J.L. and Jin, X. and Wang, J.Z. and Chen, X.Y. and Li, X.H. and Liu, J. and Xie, B.Q.",
TITLE = "Estimating Agricultural Soil Moisture Content through UAV-Based
Hyperspectral Images in the Arid Region",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309371"}
@article{bb314857,
AUTHOR = "Steele Dunne, S.C. and Hahn, S. and Wagner, W. and Vreugdenhil, M.",
TITLE = "Towards Including Dynamic Vegetation Parameters in the EUMETSAT H SAF
ASCAT Soil Moisture Products",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309372"}
@article{bb314858,
AUTHOR = "Tang, M.L. and Esmaeili, K.",
TITLE = "Heap Leach Pad Surface Moisture Monitoring Using Drone-Based Aerial
Images and Convolutional Neural Networks: A Case Study at the El
Gallo Mine, Mexico",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309373"}
@article{bb314859,
AUTHOR = "Dai, E. and Gasiewski, A.J. and Venkitasubramony, A. and Stachura, M. and Elston, J.",
TITLE = "High Spatial Resolution Soil Moisture Mapping Using a Lobe
Differencing Correlation Radiometer on a Small Unmanned Aerial System",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
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PAGES = "4062-4079",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309374"}
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AUTHOR = "Ramsauer, T. and Weiß, T. and Low, A. and Marzahn, P.",
TITLE = "RADOLAN_API: An Hourly Soil Moisture Data Set Based on Weather Radar,
Soil Properties and Reanalysis Temperature Data",
JOURNAL = RS,
VOLUME = "13",
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NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309375"}
@article{bb314861,
AUTHOR = "di Biase, V. and Hanssen, R.F. and Vos, S.E.",
TITLE = "Sensitivity of Near-Infrared Permanent Laser Scanning Intensity for
Retrieving Soil Moisture on a Coastal Beach: Calibration Procedure
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VOLUME = "13",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309376"}
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Hyperspatial Resolution Thermal Inertia",
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VOLUME = "59",
YEAR = "2021",
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MONTH = "June",
PAGES = "5352-5369",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309377"}
@article{bb314863,
AUTHOR = "Greifeneder, F. and Notarnicola, C. and Wagner, W.",
TITLE = "A Machine Learning-Based Approach for Surface Soil Moisture
Estimations with Google Earth Engine",
JOURNAL = RS,
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YEAR = "2021",
NUMBER = "11",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309378"}
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AUTHOR = "Ryu, S. and Kwon, Y.J. and Kim, G. and Hong, S.",
TITLE = "Temperature Vegetation Dryness Index-Based Soil Moisture Retrieval
Algorithm Developed for Geo-KOMPSAT-2A",
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AUTHOR = "Srivastava, P.K. and Petropoulos, G.P. and Prasad, R. and Triantakonstantis, D.",
TITLE = "Random Forests with Bagging and Genetic Algorithms Coupled with Least
Trimmed Squares Regression for Soil Moisture Deficit Using SMOS
Satellite Soil Moisture",
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NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309380"}
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AUTHOR = "Chen, K. and Cao, X.Y. and Shen, F. and Ge, Y.L.",
TITLE = "An Improved Method of Soil Moisture Retrieval Using Multi-Frequency
SNR Data",
JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309381"}
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AUTHOR = "Shen, F. and Sui, M.M. and Zhu, Y.F. and Cao, X.Y. and Ge, Y.L. and Wei, H.H.",
TITLE = "Using BDS MEO and IGSO Satellite SNR Observations to Measure Soil
Moisture Fluctuations Based on the Satellite Repeat Period",
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NUMBER = "19",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309382"}
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AUTHOR = "Ma, C.F. and Wang, S.G. and Zhao, Z.B. and Ma, H.Q.",
TITLE = "Global Sensitivity Analysis of a Water Cloud Model toward Soil
Moisture Retrieval over Vegetated Agricultural Fields",
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AUTHOR = "Voronovich, A.G. and Lataitis, R.J.",
TITLE = "Soil Moisture Retrieval Using Reflection Coefficients:
Numerical Experiments",
JOURNAL = GeoRS,
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MONTH = "November",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309384"}
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AUTHOR = "Yin, Q. and Li, J.L. and Ma, F. and Xiang, D.L. and Zhang, F.",
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Moisture Inversion Based on Polarimetric Scattering Models",
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AUTHOR = "Sun, H. and Liu, H. and Ma, Y.H. and Xia, Q.",
TITLE = "Optical Remote Sensing Indexes of Soil Moisture: Evaluation and
Improvement Based on Aircraft Experiment Observations",
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AUTHOR = "Zhang, L.J. and Zeng, Y.J. and Zhuang, R. and Szabo, B. and Manfreda, S. and Han, Q.Q. and Su, Z.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309387"}
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AUTHOR = "Wang, B.Q. and Ran, Y.",
TITLE = "Diversity of Remote Sensing-Based Variable Inputs Improves the
Estimation of Seasonal Maximum Freezing Depth",
JOURNAL = RS,
VOLUME = "13",
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AUTHOR = "Piles, M. and Munoz Mari, J. and Guerrero Curieses, A. and Camps Valls, G. and Rojo Alvarez, J.L.",
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YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309389"}
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AUTHOR = "Chakhar, A. and Hernandez Lopez, D. and Ballesteros, R. and Moreno, M.A.",
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Integration of UAV Photogrammetry and Satellite Remote Sensing
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NUMBER = "24",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309390"}
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309391"}
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AUTHOR = "Paolini, G. and Escorihuela, M.J. and Bellvert, J. and Merlin, O.",
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Validation and Sub-Field Scale Analysis",
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Soil Moisture into a Land Surface Model",
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Temperature in Land Surface Models: A Review",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309394"}
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AUTHOR = "Zhang, Y.F. and Liang, S.L. and Zhu, Z.L. and Ma, H. and He, T.",
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AUTHOR = "Guan, Y. and Grote, K. and Schott, J. and Leverett, K.",
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Random Forest Methods with UAV Multispectral and Ground-Coupled
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AUTHOR = "Hao, G.B. and Su, H.B. and Zhang, R.H. and Tian, J. and Chen, S.H.",
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Field-Scale Soil Moisture from MODIS and ASTER Data",
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AUTHOR = "Li, W.J. and Wang, Y.P. and Yang, J.X. and Deng, Y.J.",
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Content: A Case Study of Guangdong Province, Southern China",
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@article{bb314885,
AUTHOR = "Yin, J. and Zhan, X. and Liu, J. and Ferraro, R.R.",
TITLE = "A New Method for Generating the SMOPS Blended Satellite Soil Moisture
Data Product without Relying on a Model Climatology",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309400"}
@article{bb314886,
AUTHOR = "Ming, W.T. and Ji, X. and Zhang, M. and Li, Y.G. and Liu, C. and Wang, Y.F. and Li, J.Q.",
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NUMBER = "7",
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AUTHOR = "Brown, J.P. and Long, D.G.",
TITLE = "Resolution Enhancement of SMAP Passive Soil Moisture Estimates",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309402"}
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AUTHOR = "Yang, Y.Q. and Bao, Z.X. and Wu, H. and Wang, G.Q. and Liu, C. and Wang, J. and Zhang, J.Y.",
TITLE = "An Exponential Filter Model-Based Root-Zone Soil Moisture Estimation
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309403"}
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Curated Data with Machine Learning and Environmental Covariates",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309404"}
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AUTHOR = "Xu, M. and Li, H.P. and Chen, H.H. and Yin, X.B.",
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Mission",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309405"}
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AUTHOR = "Chen, H. and Lin, R. and Zhang, B.Z. and Wei, Z.",
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Data Assimilation Technique",
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AUTHOR = "Acharya, U. and Daigh, A.L.M. and Oduor, P.G.",
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Integrated Random Forest-OPTRAM Algorithm from Landsat 8 Images",
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YEAR = "2022",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309410"}
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AUTHOR = "Cui, X. and Xu, G. and He, X.F. and Luo, D.",
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Phenology in the Qilian Mountains",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309411"}
@article{bb314897,
AUTHOR = "Zhang, L. and Lv, X.L. and Wang, R.",
TITLE = "Soil Moisture Estimation Based on Polarimetric Decomposition and
Quantile Regression Forests",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309412"}
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AUTHOR = "Farahani, A. and Moradikhaneghahi, M. and Ghayoomi, M. and Jacobs, J.M.",
TITLE = "Application of Soil Moisture Active Passive (SMAP) Satellite Data in
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NUMBER = "17",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT309413"}
@article{bb314899,
AUTHOR = "Farahani, A. and Ghayoomi, M.",
TITLE = "A Soil Moisture-Informed Seismic Landslide Model Using SMAP Satellite
Data",
JOURNAL = RS,
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