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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",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308117"}
@article{bb313601,
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,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308118"}
@article{bb313602,
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",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308119"}
@article{bb313603,
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",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308120"}
@article{bb313604,
AUTHOR = "Voronovich, A.G. and Lataitis, R.J.",
TITLE = "Soil Moisture Retrieval Using Reflection Coefficients:
Numerical Experiments",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "11",
MONTH = "November",
PAGES = "8957-8967",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308121"}
@article{bb313605,
AUTHOR = "Yin, Q. and Li, J.L. and Ma, F. and Xiang, D.L. and Zhang, F.",
TITLE = "Dual-Channel Convolutional Neural Network for Bare Surface Soil
Moisture Inversion Based on Polarimetric Scattering Models",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308122"}
@article{bb313606,
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",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308123"}
@article{bb313607,
AUTHOR = "Zhang, L.J. and Zeng, Y.J. and Zhuang, R. and Szabo, B. and Manfreda, S. and Han, Q.Q. and Su, Z.",
TITLE = "In Situ Observation-Constrained Global Surface Soil Moisture Using
Random Forest Model",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308124"}
@article{bb313608,
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",
YEAR = "2021",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308125"}
@article{bb313609,
AUTHOR = "Piles, M. and Munoz Mari, J. and Guerrero Curieses, A. and Camps Valls, G. and Rojo Alvarez, J.L.",
TITLE = "Autocorrelation Metrics to Estimate Soil Moisture Persistence From
Satellite Time Series: Application to Semiarid Regions",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308126"}
@article{bb313610,
AUTHOR = "Chakhar, A. and Hernandez Lopez, D. and Ballesteros, R. and Moreno, M.A.",
TITLE = "Improvement of the Soil Moisture Retrieval Procedure Based on the
Integration of UAV Photogrammetry and Satellite Remote Sensing
Information",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308127"}
@article{bb313611,
AUTHOR = "Carbo, E. and Juan, P. and Ano, C. and Chaudhuri, S. and Diaz Avalos, C. and Lopez Baeza, E.",
TITLE = "Modeling Influence of Soil Properties in Different Gradients of Soil
Moisture:
The Case of the Valencia Anchor Station Validation Site, Spain",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308128"}
@article{bb313612,
AUTHOR = "Paolini, G. and Escorihuela, M.J. and Bellvert, J. and Merlin, O.",
TITLE = "Disaggregation of SMAP Soil Moisture at 20 m Resolution:
Validation and Sub-Field Scale Analysis",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308129"}
@article{bb313613,
AUTHOR = "Rahman, A. and Maggioni, V. and Zhang, X.X. and Houser, P. and Sauer, T. and Mocko, D.M.",
TITLE = "The Joint Assimilation of Remotely Sensed Leaf Area Index and Surface
Soil Moisture into a Land Surface Model",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308130"}
@article{bb313614,
AUTHOR = "Khandan, R. and Wigneron, J.P. and Bonafoni, S. and Biazar, A.P. and Gholamnia, M.",
TITLE = "Assimilation of Satellite-Derived Soil Moisture and Brightness
Temperature in Land Surface Models: A Review",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308131"}
@article{bb313615,
AUTHOR = "Zhang, Y.F. and Liang, S.L. and Zhu, Z.L. and Ma, H. and He, T.",
TITLE = "Soil Moisture Content Retrieval from Landsat 8 Data Using Ensemble
Learning",
JOURNAL = PandRS,
VOLUME = "185",
YEAR = "2022",
PAGES = "32-47",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308132"}
@article{bb313616,
AUTHOR = "Luo, P. and Song, Y.Z. and Huang, X. and Ma, H.L. and Liu, J. and Yao, Y. and Meng, L.Q.",
TITLE = "Identifying determinants of spatio-temporal disparities in soil
moisture of the Northern Hemisphere using a geographically optimal
zones-based heterogeneity model",
JOURNAL = PandRS,
VOLUME = "185",
YEAR = "2022",
PAGES = "111-128",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308133"}
@article{bb313617,
AUTHOR = "Guan, Y. and Grote, K. and Schott, J. and Leverett, K.",
TITLE = "Prediction of Soil Water Content and Electrical Conductivity Using
Random Forest Methods with UAV Multispectral and Ground-Coupled
Geophysical Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308134"}
@article{bb313618,
AUTHOR = "Hao, G.B. and Su, H.B. and Zhang, R.H. and Tian, J. and Chen, S.H.",
TITLE = "A Two-Source Normalized Soil Thermal Inertia Model for Estimating
Field-Scale Soil Moisture from MODIS and ASTER Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308135"}
@article{bb313619,
AUTHOR = "Li, W.J. and Wang, Y.P. and Yang, J.X. and Deng, Y.J.",
TITLE = "Time-Lag Effect of Vegetation Response to Volumetric Soil Water
Content: A Case Study of Guangdong Province, Southern China",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308136"}
@article{bb313620,
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",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308137"}
@article{bb313621,
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.",
TITLE = "A Hybrid Triple Collocation-Deep Learning Approach for Improving Soil
Moisture Estimation from Satellite and Model-Based Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308138"}
@article{bb313622,
AUTHOR = "Brown, J.P. and Long, D.G.",
TITLE = "Resolution Enhancement of SMAP Passive Soil Moisture Estimates",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308139"}
@article{bb313623,
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
Methodology from Multiple Datasets",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308140"}
@article{bb313624,
AUTHOR = "Gupta, S. and Papritz, A. and Lehmann, P. and Hengl, T. and Bonetti, S. and Or, D.",
TITLE = "Global Mapping of Soil Water Characteristics Parameters: Fusing
Curated Data with Machine Learning and Environmental Covariates",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308141"}
@article{bb313625,
AUTHOR = "Xu, M. and Li, H.P. and Chen, H.H. and Yin, X.B.",
TITLE = "Quantitative Measurement of Radio Frequency Interference for SMOS
Mission",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308142"}
@article{bb313626,
AUTHOR = "de Lima, R.S. and Li, K.Y. and Vain, A. and Lang, M. and Bergamo, T.F. and Kokamagi, K. and Burnside, N.G. and Ward, R.D. and Sepp, K.",
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Moisture in a Peatland across Time and Sites",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "10",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308143"}
@article{bb313627,
AUTHOR = "Nie, S.H. and Wang, Y.X. and Tu, J.S. and Li, P. and Xu, J.H. and Li, N. and Wang, M.K. and Huang, D. and Song, J.",
TITLE = "Retrieval of Soil Moisture Content Based on Multisatellite
Dual-Frequency Combination Multipath Errors",
JOURNAL = RS,
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YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308144"}
@article{bb313628,
AUTHOR = "Chen, H. and Lin, R. and Zhang, B.Z. and Wei, Z.",
TITLE = "Improving Soil Water Content and Surface Flux Estimation Based on
Data Assimilation Technique",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308145"}
@article{bb313629,
AUTHOR = "Du, J.Y. and Kimball, J.S. and Bindlish, R. and Walker, J.P. and Watts, J.D.",
TITLE = "Local Scale (3-m) Soil Moisture Mapping Using SMAP and Planet
SuperDove",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308146"}
@article{bb313630,
AUTHOR = "Acharya, U. and Daigh, A.L.M. and Oduor, P.G.",
TITLE = "Soil Moisture Mapping with Moisture-Related Indices, OPTRAM, and an
Integrated Random Forest-OPTRAM Algorithm from Landsat 8 Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308147"}
@article{bb313631,
AUTHOR = "Cui, X. and Xu, G. and He, X.F. and Luo, D.",
TITLE = "Influences of Seasonal Soil Moisture and Temperature on Vegetation
Phenology in the Qilian Mountains",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308148"}
@article{bb313632,
AUTHOR = "Zhang, L. and Lv, X.L. and Wang, R.",
TITLE = "Soil Moisture Estimation Based on Polarimetric Decomposition and
Quantile Regression Forests",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "17",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308149"}
@article{bb313633,
AUTHOR = "Farahani, A. and Moradikhaneghahi, M. and Ghayoomi, M. and Jacobs, J.M.",
TITLE = "Application of Soil Moisture Active Passive (SMAP) Satellite Data in
Seismic Response Assessment",
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VOLUME = "14",
YEAR = "2022",
NUMBER = "17",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308150"}
@article{bb313634,
AUTHOR = "Farahani, A. and Ghayoomi, M.",
TITLE = "A Soil Moisture-Informed Seismic Landslide Model Using SMAP Satellite
Data",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308151"}
@article{bb313635,
AUTHOR = "Liu, Y. and Chen, R.Q. and Yuan, S.S. and Ren, L.L. and Zhang, X.X. and Liu, C.J. and Ma, Q.",
TITLE = "Satellite Soil Moisture Data Reconstruction in the Temporal and
Spatial Domains: Latent Error Assessments and Performances for
Tracing Rainstorms and Droughts",
JOURNAL = RS,
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YEAR = "2022",
NUMBER = "19",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308152"}
@article{bb313636,
AUTHOR = "Zhang, E. and Liu, Y.J. and Pan, T. and Tan, Q.H. and Ma, Z.",
TITLE = "Evaluating the Effects of Climate Change and Human Activities on the
Seasonal Trends and Spatial Heterogeneity of Soil Moisture",
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YEAR = "2022",
NUMBER = "19",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308153"}
@article{bb313637,
AUTHOR = "Li, H.Y. and Xiao, Z. and Wei, J. and Wang, G.",
TITLE = "The Seasonal and Diurnal Variation Characteristics of Soil Moisture
at Different Depths from Observational Sites over the Tibetan Plateau",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308154"}
@article{bb313638,
AUTHOR = "Zhao, J.H. and Zhang, C.Y. and Min, L. and Guo, Z.W. and Li, N.",
TITLE = "Retrieval of Farmland Surface Soil Moisture Based on Feature
Optimization and Machine Learning",
JOURNAL = RS,
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YEAR = "2022",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308155"}
@article{bb313639,
AUTHOR = "Deng, K.A.K. and Petropoulos, G.P. and Bao, Y.S. and Pavlides, A. and Chaibou, A.A.S. and Habtemicheal, B.A.",
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Accuracy at the Tibetan Plateau",
JOURNAL = RS,
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YEAR = "2022",
NUMBER = "24",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308156"}
@article{bb313640,
AUTHOR = "Mu, T.H. and Liu, G.W. and Yang, X.G. and Yu, Y.",
TITLE = "Soil-Moisture Estimation Based on Multiple-Source Remote-Sensing
Images",
JOURNAL = RS,
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YEAR = "2023",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308157"}
@article{bb313641,
AUTHOR = "Zhang, Y. and Huang, F. and Li, L. and Li, Q.L. and Zhang, Y.K. and Shangguan, W.",
TITLE = "Real-Time Forecast of SMAP L3 Soil Moisture Using
Spatial-Temporal Deep Learning Model with Data Integration",
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VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308158"}
@article{bb313642,
AUTHOR = "Huang, S.Z. and Zhang, X. and Wang, C. and Chen, N.C.",
TITLE = "Two-step fusion method for generating 1km seamless multi-layer soil
moisture with high accuracy in the Qinghai-Tibet plateau",
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YEAR = "2023",
PAGES = "346-363",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308159"}
@article{bb313643,
AUTHOR = "Ma, Y.T. and Hou, P. and Zhang, L.J. and Cao, G.Z. and Sun, L. and Pang, S. and Bai, J.J.",
TITLE = "High-Resolution Quantitative Retrieval of Soil Moisture Based on
Multisource Data Fusion with Random Forests: A Case Study in the
Zoige Region of the Tibetan Plateau",
JOURNAL = RS,
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YEAR = "2023",
NUMBER = "6",
PAGES = "1531",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308160"}
@article{bb313644,
AUTHOR = "Dabboor, M. and Atteia, G. and Meshoul, S. and Alayed, W.",
TITLE = "Deep Learning-Based Framework for Soil Moisture Content Retrieval of
Bare Soil from Satellite Data",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308161"}
@article{bb313645,
AUTHOR = "Wang, Y.L. and Zhao, J.H. and Guo, Z.W. and Yang, H.J. and Li, N.",
TITLE = "Soil Moisture Inversion Based on Data Augmentation Method Using
Multi-Source Remote Sensing Data",
JOURNAL = RS,
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YEAR = "2023",
NUMBER = "7",
PAGES = "1899",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308162"}
@article{bb313646,
AUTHOR = "Wang, R. and Zhao, J.H. and Yang, H.J. and Li, N.",
TITLE = "Inversion of Soil Moisture on Farmland Areas Based on SSA-CNN Using
Multi-Source Remote Sensing Data",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "10",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308163"}
@article{bb313647,
AUTHOR = "Salunke, R. and Nobahar, M. and Alzeghoul, O.E. and Khan, S. and Cour, I.L. and Amini, F.",
TITLE = "Near-Surface Soil Moisture Characterization in Mississippi's Highway
Slopes Using Machine Learning Methods and UAV-Captured Infrared and
Optical Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308164"}
@article{bb313648,
AUTHOR = "Nijaguna, G.S. and Manjunath, D.R. and Abouhawwash, M. and Askar, S.S. and Basha, D.K. and Sengupta, J.",
TITLE = "Deep Learning-Based Improved WCM Technique for Soil Moisture
Retrieval with Satellite Images",
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308165"}
@article{bb313649,
AUTHOR = "Guo, X.M. and Fang, X. and Zhu, Q. and Jiang, S.H. and Tian, J. and Tian, Q.J. and Jin, J.X.",
TITLE = "Estimation of Root-Zone Soil Moisture in Semi-Arid Areas Based on
Remotely Sensed Data",
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VOLUME = "15",
YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308166"}
@article{bb313650,
AUTHOR = "Bandak, S. and Naeini, S.A.R.M. and Komaki, C.B. and Verrelst, J. and Kakooei, M. and Mahmoodi, M.A.",
TITLE = "Satellite-Based Estimation of Soil Moisture Content in Croplands:
A Case Study in Golestan Province, North of Iran",
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YEAR = "2023",
NUMBER = "8",
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@article{bb313651,
AUTHOR = "Babaeian, E. and Tuller, M.",
TITLE = "The Feasibility of Remotely Sensed Near-Infrared Reflectance for Soil
Moisture Estimation for Agricultural Water Management",
JOURNAL = RS,
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TITLE = "Surface Soil Moisture Retrieval of China Using Multi-Source Data and
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TITLE = "The Distribution of Surface Soil Moisture over Space and Time in
Eastern Taylor Valley, Antarctica",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "12",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308170"}
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AUTHOR = "Xu, L. and Yu, H.C. and Chen, Z. and Du, W.Y. and Chen, N.C. and Huang, M.",
TITLE = "Hybrid Deep Learning and S2S Model for Improved Sub-Seasonal Surface
and Root-Zone Soil Moisture Forecasting",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "13",
PAGES = "3410",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308171"}
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TITLE = "An Improved UAV-Based ATI Method Incorporating Solar Radiation for
Farm-Scale Bare Soil Moisture Measurement",
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VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308172"}
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AUTHOR = "Song, L.S. and Xu, Y.H. and Liddell, M. and Cui, Y.K. and Liu, S.M. and Xu, P.P.",
TITLE = "Application of a two source energy balance model coupled with
satellite based soil moisture and thermal infrared data",
JOURNAL = PandRS,
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YEAR = "2023",
PAGES = "15-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308173"}
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TITLE = "Soil Moisture Monitoring and Evaluation in Agricultural Fields Based
on NDVI Long Time Series and CEEMDAN",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "20",
PAGES = "5008",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308174"}
@article{bb313658,
AUTHOR = "Guan, Y.Y. and Grote, K.",
TITLE = "Assessing the Potential of UAV-Based Multispectral and Thermal Data
to Estimate Soil Water Content Using Geophysical Methods",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308175"}
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AUTHOR = "Yang, H. and Zhang, X.Q. and Yuan, Z. and Xu, B. and Huo, J.J.",
TITLE = "Identifying the Spatial Heterogeneity and Driving Factors of
Satellite-Based and Hydrologically Modeled Profile Soil Moisture",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308176"}
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AUTHOR = "Sun, X.P. and Xiao, Y. and Wang, J.H. and Zhou, M.H. and Song, Z.J. and Ma, M.G. and Han, X.J.",
TITLE = "The Respective Effects of Vapor Pressure Deficit and Soil Moisture on
Ecosystem Productivity in Southwest China",
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VOLUME = "16",
YEAR = "2024",
NUMBER = "8",
PAGES = "1316",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308177"}
@article{bb313661,
AUTHOR = "Abdulraheem, M.I. and Chen, H.J. and Li, L. and Moshood, A.Y. and Zhang, W. and Xiong, Y. and Zhang, Y.Y. and Taiwo, L.B. and Farooque, A.A. and Hu, J.D.",
TITLE = "Recent Advances in Dielectric Properties-Based Soil Water Content
Measurements",
JOURNAL = RS,
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YEAR = "2024",
NUMBER = "8",
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@article{bb313662,
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#TT308179"}
@article{bb313663,
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,
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YEAR = "2024",
NUMBER = "16",
PAGES = "3044",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308180"}
@article{bb313664,
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#TT308181"}
@article{bb313665,
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,
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NUMBER = "18",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308182"}
@article{bb313666,
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#TT308183"}
@article{bb313667,
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#TT308184"}
@article{bb313668,
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#TT308185"}
@article{bb313669,
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#TT308186"}
@article{bb313670,
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#TT308187"}
@article{bb313671,
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#TT308188"}
@article{bb313672,
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#TT308189"}
@article{bb313673,
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#TT308190"}
@article{bb313674,
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#TT308191"}
@article{bb313675,
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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#TT308192"}
@article{bb313676,
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#TT308193"}
@article{bb313677,
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#TT308194"}
@article{bb313678,
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#TT308195"}
@article{bb313679,
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#TT308196"}
@article{bb313680,
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#TT308197"}
@article{bb313681,
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#TT308198"}
@article{bb313682,
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#TT308199"}
@article{bb313683,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308200"}
@article{bb313684,
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#TT308201"}
@article{bb313685,
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#TT308202"}
@article{bb313686,
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#TT308203"}
@article{bb313687,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308204"}
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TITLE = "Exploring How Soil Moisture Varies with Soil Depth in the Root Zone
and Its Rainfall Lag Effect in the Ecotone from the Qinghai-Tibetan
Plateau to the Loess Plateau",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "1",
PAGES = "120",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308205"}
@article{bb313689,
AUTHOR = "Liu, J. and Liu, L. and Yu, W.D. and Wang, X.B.",
TITLE = "Estimating Soil Moisture Using Multimodal Remote Sensing and Transfer
Optimization Techniques",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308206"}
@article{bb313690,
AUTHOR = "Garcia Cardona, J. and Rodriguez Alvarez, N. and Munoz Martin, J.F. and Bosch Lluis, X. and Oudrhiri, K.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308207"}
@article{bb313691,
AUTHOR = "Celik, M.F. and Isik, M.S. and Yuzugullu, O. and Fajraoui, N. and Erten, E.",
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NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308208"}
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AUTHOR = "Entezari, M. and Esmaeily, A. and Niazmardi, S.",
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Landsat-8 Satellite Data",
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YEAR = "2019",
PAGES = "327-330",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308209"}
@inproceedings{bb313693,
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",
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YEAR = "2016",
PAGES = "B2: 313-317",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308210"}
@inproceedings{bb313694,
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
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YEAR = "2016",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308211"}
@inproceedings{bb313695,
AUTHOR = "Berwal, P. and Murthy, C.S. and Raju, P.V. and Sai, M.V.R.S.",
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@inproceedings{bb313696,
AUTHOR = "Yu, F. and Li, H.T. and Jia, Y. and Han, Y.S. and Gu, H.Y.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sm1.html#TT308213"}
@inproceedings{bb313697,
AUTHOR = "Mobasheri, M.R. and Bidkhan, N.G.",
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Moisture Using in Situ Spectral Measurments",
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YEAR = "2013",
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@inproceedings{bb313698,
AUTHOR = "Mishra, P. and Singh, D.",
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Moisture",
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YEAR = "2013",
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AUTHOR = "Dor, E.B.",
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