Hydrology and Climate Change Article Summaries

Remote Sensing

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Total articles tracked from this journal: 276

2026
Jia et al. (2026) TCSNet: A Thin-Cloud-Sensitive Network for Hyperspectral Remote Sensing Images via Spectral-Spatial Feature Fusion
2026
He et al. (2026) Multi-Scale Effects of 2D/3D Urban Morphology Factors on Land Surface Temperature Using LightGBM-SHAP: A Case Study in Beijing
2026
Wang et al. (2026) Flood Susceptibility Mapping and Runoff Modeling in the Upper Baishuijiang River Basin, China
2026
Khan et al. (2026) Flood Susceptibility Mapping of the Kosi Megafan Using Ensemble Machine Learning and SAR Data
2026
Liu et al. (2026) Microphysical Characteristics of a Squall Line Modulated by the Northeast China Cold Vortex Using Polarimetric Radar and Disdrometer Observations
2026
Li et al. (2026) Physics-Prior-Guided Feature Pyramid Network for Unified Multi-Angle Spectral–Polarimetric Cloud Detection
2026
Alraddawi et al. (2026) Pseudo-Monthly Raman Lidar Dataset for Reference Water Vapor Observations in the UTLS
2026
Ames (2026) Remote Sensing of Water: The Observation-to-Inference Arc Across Six Decades and Toward an AI-Native Future
2026
Chen et al. (2026) Spatial Heterogeneity and Drivers of Vertical Error in Global DEMs: An Explainable Machine Learning Approach in Complex Subtropical Coastal Zones
2026
Tang et al. (2026) Numerical Simulation of a Heavy Rainfall Event in Sichuan Using CMONOC Data Assimilation
2026
Li et al. (2026) Comprehensive Evaluation of Multi-Version Global Satellite Mapping of Precipitation (GSMaP) Products over the Qinghai–Tibetan Plateau
2026
Mi et al. (2026) A UAV-Based Dual-Spectroradiometer Method for Hyperspectral Reflectance Measurement
2026
Zhao et al. (2026) An Intelligent Gated Fusion Network for Waterbody Recognition in Multispectral Remote Sensing Imagery
2026
Han et al. (2026) Refining Public DEMs for Urban Waterlogging Simulation via Vector–Raster Integration
2026
Kumhálová et al. (2026) Monitoring of Agricultural Crops by Remote Sensing in Central Europe: A Comprehensive Review
2026
Zhao et al. (2026) Utilizing Multi-Source Remote Sensing Data and the CGAN to Identify Key Drought Factors Influencing Maize Across Distinct Phenological Stages
2026
Guo et al. (2026) Interval-Based Tropical Cyclone Intensity Forecasting with Spatiotemporal Transformers
2026
Wu et al. (2026) Hail Event Detection Using Power Spectrum Characteristics of Coherent Doppler Lidar: A Case Study in Hefei
2026
Yang et al. (2026) Evaluating the Performance of AlphaEarth Foundation Embeddings for Irrigated Cropland Mapping Across Regions and Years
2026
Zhong et al. (2026) FADiff: A Frequency-Aware Diffusion Model Based on Hybrid CNN–Transformer Network for Radar-Based Precipitation Nowcasting
2026
Kobayashi et al. (2026) Separating Water-Level Variations and Phenological Changes in Rice Paddies: Integrating SAR with Ground-Based GNSS-IR Observations
2026
Cao et al. (2026) Evaluation of FY-3E, CRA, and ERA5 Temperature and Humidity Profiles over North China in Summer
2026
Li et al. (2026) High Spatio-Temporal Resolution CYGNSS Reflectivity Reconstruction via TCN for Enhanced Freeze/Thaw Retrieval
2026
Bromand et al. (2026) An Integrated Multi-Criteria and Hydrological Consistency Framework for Evaluating Latest Satellite-Based Winter Precipitation Products in Himalayan Basins
2026
An et al. (2026) Physics-Aware Hybrid CNN–Transformer Network for GNSS-R Sea Surface Wind Speed Estimation
2026
Ballester-Berman et al. (2026) Estimating the Coherency Matrices of Polarised and Depolarised Components of PolSAR Data
2026
Groeneveld et al. (2026) Surface Reflectance: An Image Standard to Upgrade Precision Agriculture
2026
Yan et al. (2026) SSF-TransUnet: Fine-Grained Crop Classification via Cross-Source Spatial Spectral Fusion
2026
Chen et al. (2026) MDE-UNet: A Physically Guided Asymmetric Fusion Network for Multi-Source Meteorological Data Lightning Identification
2026
Lee et al. (2026) Enhancement of the Operational GK2A Fog Detection Product over South Korea Through Integrated Surface–Satellite Post-Processing (2021–2023, Part II)
2026
Li et al. (2026) Global Spring–Autumn Phenology Coupling Inferred from Satellite Observations and Reanalysis-Based Climate Limitations
2026
Wang et al. (2026) Spatial Downscaling of Satellite-Based Precipitation Data over the Qaidam Basin, China
2026
Li et al. (2026) Uncovering the Spatiotemporal Evolution and Driving Factors of Flash Flood in the Qinghai–Tibet Plateau
2026
Gurau et al. (2026) Validation of SMAP Surface Soil Moisture Using In Situ Measurements in Diverse Agroecosystems Across Texas, US
2026
Corbetta et al. (2026) Modeling Spatio-Temporal Surface Elevation Changes in Argentino and Viedma Lakes, Patagonia, Employing ICESat-2
2026
Peng et al. (2026) A Multi-Source Radar Data Complementary Enhancement Generation Method Based on Diffusion Model
2026
Yang et al. (2026) Multi-Channel Super-Resolution Reconstruction Model Based on Dual-Band Weather Radar Fusion
2026
Li et al. (2026) Interpretable Cotton Mapping Across Phenological Stages: Receptive-Field Enhancement and Cross-Domain Stability
2026
Wang et al. (2026) Anomaly Detection and Correction for High-Spatiotemporal-Resolution Land Surface Temperature Data: Integrating Spatiotemporal Physical Constraints and Consistency Verification
2026
Peng et al. (2026) Forecasting a Hailstorm in Western China Plateau by Assimilating XPAR Radar Network Data with WRF-FDDA-HLHN
2026
Yu et al. (2026) Investigating the Dry–Wet Differentiation of the Yellow River Basin Driven by Climate Change and Anthropogenic Activities
2026
Cai et al. (2026) Fusion-Based Regional ZTD Modeling Using ERA5 and GNSS via Residual Correction Kriging
2026
Ma et al. (2026) SGCAD: A SAR-Guided Confidence-Gated Distillation Framework of Optical and SAR Images for Water-Enhanced Land-Cover Semantic Segmentation
2026
Zowam et al. (2026) Climate Variability and Groundwater Levels: A Correlation and Causation Analysis
2026
Simantiris et al. (2026) AIFloodSense: A Global Aerial Imagery Dataset for Semantic Segmentation and Understanding of Flooded Environments
2026
Garrido et al. (2026) A Scalable Method to Delineate Active River Channels and Quantify Cross-Sectional Morphology from Multi-Sensor Imagery in Google Earth Engine Using the Photo Intensive System for Channel Observation (PISCOb)
2026
Nie et al. (2026) Soil Moisture Retrieval Using Multi-Satellite Dual-Frequency GNSS-IR Considering Environmental Factors
2026
Mo et al. (2026) Self-Supervised Reservoir Water Area Detection Across Multi-Source Optical Imagery
2026
Zhang et al. (2026) A Study on Integration of Topographic Clustering and Physical Constraints for Flood Propagation Simulation
2026
Cheung et al. (2026) Expanding Temporal Glacier Observations Through Machine Learning and Multispectral Imagery Datasets in the Canadian Arctic Archipelago: A Decadal Snowline Analysis (2013–2024)
2026
Massart et al. (2026) Filling the Gap: Elevation-Based Sentinel-1 Surface Soil Moisture Retrieval over the Austrian Alps
2026
Besnier et al. (2026) Crossing the Threshold: Land Cover Change Triggers Hydrological Regime Shift in Brazil’s Itaipu Hydropower Region
2026
Wang et al. (2026) Shifts in the Decoupling and Driving Mechanisms of Grassland Greening and Water Availability in the Northern Hemisphere
2026
Dong et al. (2026) Surface Soil Moisture Drydown over the Tibetan Plateau from SMAP: Consistency with In Situ Observations, Spatial Patterns and Controls
2026
Luo et al. (2026) PSiam-HDSFNet: A Pseudo-Siamese Hybrid Dilation Spiral Feature Network for Flood Inundation Change Detection Based on Heterogeneous Remote Sensing Imagery
2026
Liu et al. (2026) Determination of Suitable Ecological Intervals for Arid Terminal Lakes via Multi-Source Remote Sensing: A “Morphometry–Security–Efficiency” Framework Applied to Ebinur Lake
2026
Huang et al. (2026) Reconstructing Lake Storage for the Major Water Bodies in the Aral Sea Basin Using Multi-DEM Hypsometry
2026
Bennour et al. (2026) Increasing Irrigated Agriculture Area and Its Related Water Consumption Set Djorf Aquifer at Risk of Water Quantity Depletion
2026
Chao et al. (2026) Simulation of Extreme Flood Events Based on Precipitation Fusion: A Multi-Method Fusion Framework Combining RF and BMA
2026
Achemrk et al. (2026) Tracking Quarter-Century Spatio-Temporal Soil Salinization Dynamics in Semi-Arid Landscapes Using Earth Observation and Machine Learning
2026
Hu et al. (2026) A New Model Incorporating Soil–Vegetation Interaction Scattering for Improving SAR-Based Soil Moisture Retrieval in Croplands
2026
Jagdhuber et al. (2026) Assessing the Spatial Similarity of Soil Moisture Patterns and Their Environmental and Observational Drivers from Remote Sensing and Earth System Modeling Across Europe
2026
Guo et al. (2026) Advancing Precipitation Estimation in Mountainous Regions Through Deep Learning Fusion of Multi-Satellite Products
2026
Pachón-Acuña et al. (2026) Automated Dynamic Adjustment of Runoff Threshold in Ungauged Basins Using Remote Sensing Data
2026
Cheda et al. (2026) Heat Indices for Europe Derived from Satellite Data: A Proof of Concept
2026
Polls et al. (2026) Observed Effects of Near-Surface Relative Humidity on Rainfall Microphysics During the LIAISE Field Campaign
2026
Wang et al. (2026) Remote-Sensing Estimation of Evapotranspiration for Multiple Land Cover Types Based on an Improved Canopy Conductance Model
2026
Ioniță et al. (2026) Spatiotemporal Variability of Seasonal Snow Cover over 25 Years in the Romanian Carpathians: Insights from a MODIS CGF-Based Approach
2026
Zang et al. (2026) High-Precision River Network Mapping Using River Probability Learning and Adaptive Stream Burning
2026
Lu et al. (2026) ICESat-2 and SnowEx Surface Elevation Measurements: A Cross-Validation Study for Snow Depth Application
2026
Thongley et al. (2026) Accelerated Glacier Area Loss and Extinction of Small Glaciers in the Bhutanese Himalaya over the Past Five Decades
2026
Zhu et al. (2026) Investigation of the Vertical Microphysical Characteristics of Rainfall in Guangzhou Based on Phased-Array Radar
2026
Wang et al. (2026) Retrieving Boundary Layer Height Using Doppler Wind Lidar and Microwave Radiometer in Beijing Under Varying Weather Conditions
2026
Gałdyn et al. (2026) Non-Linear Global Ice and Water Storage Changes from a Combination of Satellite Laser Ranging and GRACE Data
2026
Zhang et al. (2026) Satellite-Derived Summer Albedo Variations on the Greenland Ice Sheet from 1979 to 2024 Linked with Climatic Indices
2026
Ryan et al. (2026) Streamlining Wetland Vegetation Mapping with AlphaEarth Embeddings: Comparable Accuracy to Traditional Methods with Cleaner Maps and Minimal Preprocessing
2026
Liu et al. (2026) High-Resolution Daily Evapotranspiration Estimation in Arid Agricultural Regions Based on Remote Sensing via an Improved PT-JPL and CUWFM Fusion Framework
2026
Tan et al. (2026) UGFF-VLM: Uncertainty-Guided and Frequency-Fused Vision-Language Model for Remote Sensing Farmland Segmentation
2026
Wang et al. (2026) HiT_DS: A Modular and Physics-Informed Hierarchical Transformer Framework for Spatial Downscaling of Sea Surface Temperature and Height
2026
Bouaziz et al. (2026) Deep Learning for Spatio-Temporal Fusion in Land Surface Temperature Estimation: A Comprehensive Survey, Experimental Analysis, and Future Trends
2026
Xie et al. (2026) Sea Ice Concentration Retrieval in the Arctic and Antarctic Using FY-3E GNSS-R Data
2026
Fan et al. (2026) Emissivity-Driven Directional Biases in Geostationary Satellite Land Surface Temperature: Integrated Comparison and Parametric Analysis Across Complex Terrain in Hunan, China
2026
Diao et al. (2026) Impacts of Climate Change, Human Activities, and Their Interactions on China’s Gross Primary Productivity
2026
Kanneh et al. (2026) Utilising the Potential of a Robust Three-Band Hyperspectral Vegetation Index for Monitoring Plant Moisture Content in a Summer Maize-Winter Wheat Crop Rotation Farming System
2026
Wang et al. (2026) Spatial Prediction of Soil Texture at the Field Scale Using Synthetic Images and Partitioning Strategies
2026
Pan et al. (2026) Impacts of Bogus Vortex Initialization Using Scatterometer-Derived 34 kt Wind Radii and Centers on Tropical Cyclone Forecasts
2026
Sun et al. (2026) Spatiotemporal Characteristics and Attribution of Global Wildfire Burned
2026
Hu et al. (2026) A New Sea Ice Concentration (SIC) Retrieval Algorithm for Spaceborne L-Band Brightness Temperature (TB) Data
2026
Shi (2026) Spatiotemporal Dynamics and Drivers of Potential Winter Ice Resources in China (1990–2020) Using Multi-Source Remote Sensing and Machine Learning
2026
Li et al. (2026) Mamba for Remote Sensing: Architectures, Hybrid Paradigms, and Future Directions
2026
Jin et al. (2026) Deep-Learning Spatial and Temporal Fusion Model for Land Surface Temperature Based on a Spatially Adaptive Feature and Temperature-Adaptive Correction Module
2026
Luo et al. (2026) Spatial Heterogeneity and Land Use Modulation of Soil Moisture–Vapor Pressure Deficit–Solar-Induced Fluorescence Interactions in Henan, China: An Integrated Random Forest–GeoShapley Approach
2026
Shaddy et al. (2026) Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height
2026
Li et al. (2026) Multidimensional Validation of FVC Products over Qinghai–Tibetan Plateau Alpine Grasslands: Integrating Spatial Representativeness Metrics with Machine Learning Optimization
2026
Zhang et al. (2026) Long-Term Time-Series Dynamics of Lake Water Storage on the Qinghai–Tibet Plateau via Multi-Source Remote Sensing and DEM-Based Underwater Bathymetry Reconstruction
2026
Yang et al. (2026) From Sparse to Refined Samples: Iterative Enhancement-Based PDLCM for Multi-Annual 10 m Rice Mapping in the Middle-Lower Yangtze
2026
Yu et al. (2026) Simultaneous Remote Sensing of HD16O/H216O Profile Using Differential Absorption Lidar: A Feasibility Analysis
2026
Geng et al. (2026) Three-Dimensional Radar Echo Extrapolation Using a Physics-Constrained Deep Learning Model
2026
Lim et al. (2026) Generation of Rainfall Maps from GK2A Satellite Images Using Deep Learning
2026
Li et al. (2026) Enhancing Hydrological Model Calibration for Flood Prediction in Dam-Regulated Basins with Satellite-Derived Reservoir Dynamics
2026
Jiang et al. (2026) Comparison and Evaluation of Multi-Source Evapotranspiration Datasets in the Yarlung Zangbo River Basin
2026
Lu et al. (2026) Vertically Resolved Supercooled Liquid Water over the North China Plain Revealed by Ground-Based Synergetic Measurements
2026
Shu et al. (2026) Physics-Constrained Deep Learning with Adaptive Z-R Relationship for Accurate and Interpretable Quantitative Precipitation Estimation
2026
Chen et al. (2026) PAFNet: A Parallel Attention Fusion Network for Water Body Extraction of Remote Sensing Images
2026
Xia et al. (2026) Biased Aerosol Wet Deposition CAM5 Simulations: A Result of Misrepresented Convective-Stratiform Precipitation Partitioning When Benchmarked Against SPCAM
2026
Mukherjee et al. (2026) Estimating Cloud Base Height via Shadow-Based Remote Sensing
2026
Pascual-Venteo et al. (2026) Spectral Unmixing of Airborne and Ground-Based Imaging Spectroscopy for Pigment-Specific FAPAR and Sun-Induced Fluorescence Interpretation
2025
Yan et al. (2025) Evaluating the Hydrological Applicability of Satellite Precipitation Products Using a Differentiable, Physics-Based Hydrological Model in the Xiangjiang River Basin, China
2025
Zhao et al. (2025) Fusing Enhanced Flux Measurements and Multi-Source Satellite Observations to Improve GPP Estimation for the Qinghai–Tibet Plateau Based on AutoML Techniques
2025
Gao et al. (2025) MFF-Net: Flood Detection from SAR Images Using Multi-Frequency and Fuzzy Uncertainty Fusion
2025
Qi et al. (2025) 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
2025
Bao et al. (2025) How Cloud Feedbacks Modulate the Tibetan Plateau Thermal Forcing: A Lead–Lag Perspective
2025
Yao et al. (2025) Thinning Methods and Assimilation Applications for FY-4B/GIIRS Observations
2025
Hu et al. (2025) High-Accuracy Identification of Cropping Structure in Irrigation Districts Using Data Fusion and Machine Learning
2025
Sun et al. (2025) Fusion of BeiDou and MODIS Precipitable Water Vapor Using the Random Forest Algorithm: A Case Study of Multi-Source Data Synergy in Hunan Province, China
2025
Liu et al. (2025) Estimating Soil Moisture Using Multimodal Remote Sensing and Transfer Optimization Techniques
2025
Abdelrazaq et al. (2025) Benchmarking MSWEP Precipitation Accuracy in Arid Zones Against Traditional and Satellite Measurements
2025
Jiang et al. (2025) Temperature Governs the Elevation Dependency of Snow Cover Changes in the Upper Reaches of the Yarkand River Basin
2025
Chen et al. (2025) An NSGA-II-XGBoost Machine Learning Approach for High-Precision Cropland Identification in Highland Areas: A Case Study of Xundian County, Yunnan, China
2025
Abulikemu et al. (2025) Correction: Abulikemu et al. Diurnal Variation Characteristics of Precipitation in Summer Associated with Diverse Underlying Surfaces in the Arid Region of Eastern Xinjiang, Northwest China. Remote Sens. 2025, 17, 3438
2025
Liang et al. (2025) Correction: Liang, J.; Griswold, J.D.S. Assessment of Aerosol Optical Depth, Cloud Fraction, and Liquid Water Path in CMIP6 Models Using Satellite Observations. Remote Sens. 2025, 17, 2439
2025
Blay et al. (2025) Geospatial and Deep Learning Approaches for Modeling Floodwater Depth in Urbanized Areas
2025
Wang et al. (2025) An Enhanced CycleGAN to Derive Temporally Continuous NDVI from Sentinel-1 SAR Images
2025
Feng et al. (2025) A Remote Sensing-Driven Dynamic Risk Assessment Model for Cyclical Glacial Lake Outbursts: A Case Study of Merzbacher Lake
2025
Kishcha et al. (2025) Effect of Desert Dust Intrusion on the Detection of Marine Heatwaves
2025
Norova et al. (2025) A Systematic Review of Methodological Advances in Glacier-Velocity Retrieval with an Emphasis on Debris-Covered Glaciers
2025
Tan et al. (2025) Comparative Assessment of Eight Satellite Precipitation Products over the Complex Terrain of the Lower Yarlung Zangpo Basin: Performance Evaluation and Topographic Influence Analysis
2025
Shan et al. (2025) Refined Leaf Area Index Retrieval in Yellow River Delta Coastal Wetlands: UAV-Borne Hyperspectral and LiDAR Data Fusion and SHAP–Correlation-Integrated Machine Learning
2025
Kang et al. (2025) Multi-Satellite Image Matching and Deep Learning Segmentation for Detection of Daytime Sea Fog Using GK2A AMI and GK2B GOCI-II
2025
Zhang et al. (2025) Simulation and Analysis of Sea Surface Skin Temperature Diurnal Variation Using a One-Dimensional Mixed Layer Model and Himawari-8 Data
2025
Laipelt et al. (2025) Assessing the Performance of Multiple Satellite-Based Evapotranspiration Models over Tropical Forests
2025
Wang et al. (2025) Enhancing Machine Learning-Based GPP Upscaling Error Correction: An Equidistant Sampling Method with Optimized Step Size and Intervals
2025
Barboza et al. (2025) Corn Plant Detection Using YOLOv9 Across Different Soil Background Colors, Growth Stages, and UAV Flight Heights
2025
Kim et al. (2025) Retrieving Woody Components from Time-Series Gap-Fraction and Multispectral Satellite Observations over Deciduous Forests
2025
Tobin et al. (2025) Validation of Downscaled SoilMERGE with NDVI and Storm-Event Analysis in Oklahoma and Kansas
2025
Peng et al. (2025) A New Convective Initiation Definition and Its Characteristics in Central and Eastern China Based on Fengyun-4A Satellite Cloud Imagery
2025
Li et al. (2025) Global Low Clouds Evolution and Their Meteorological Drivers Across Multiple Timescales
2025
Guan et al. (2025) Discrepant Pathway in Regulating ET Under Change in Community Composition of Alpine Grassland in the Source Region of the Yellow River
2025
Wu et al. (2025) STC-DeepLAINet: A Transformer-GCN Hybrid Deep Learning Network for Large-Scale LAI Inversion by Integrating Spatio-Temporal Correlations
2025
Chen et al. (2025) Regional Forest Wildfire Mapping Through Integration of Sentinel-2 and Landsat 8 Data in Google Earth Engine with Semi-Automatic Training Sample Generation
2025
Wang et al. (2025) Depth-Specific Prediction of Coastal Soil Salinization Using Multi-Source Environmental Data and an Optimized GWO–RF–XGBoost Ensemble Model
2025
Wang et al. (2025) Study on the Spatiotemporal Variation of Vegetation Characteristics in the Three River Source Region Based on the CatBoost Model
2025
Alamillo et al. (2025) Post-Fire Vegetation Recovery Response: A Case Study of the 2020 Bobcat Fire in Los Angeles, California
2025
López-Pérez et al. (2025) A Spatial Framework for Assessing Irrigation Water Use in Overexploited Mediterranean Aquifers
2025
Zhu et al. (2025) Assessing the Use of the Standardized GRACE Satellite Groundwater Storage Change Index for Quantifying Groundwater Drought in the Mu Us Sandy Land
2025
Adedeji et al. (2025) Effects of Spatial Resolution on Assessing Cotton Water Stress Using Unmanned Aerial System Imagery
2025
Yan et al. (2025) Time-Extended Bayesian Retrieval of Dual-Polarization Radar Data Enhancing Short-Term Precipitation Forecasts
2025
Mirandilla et al. (2025) Phenological Monitoring and Discrimination of Rice Ecosystems Using Multi-Temporal and Multi-Sensor Polarimetric SAR
2025
Wang et al. (2025) Towards a Global Water Use Scarcity Risk Assessment Framework: Integration of Remote Sensing and Geospatial Datasets
2025
Pan et al. (2025) Multi-Scale Assessment and Prediction of Drought: A Case Study in the Arid Area of Northwest China
2025
Zhao et al. (2025) Optimizing Cloud Mask Accuracy over Snow-Covered Terrain with a Multistage Decision Tree Framework
2025
Bao et al. (2025) Spatio-Temporal Evolution of Ecosystem Water Use Efficiency and the Impacts of Drought Legacy on the Loess Plateau, China, Since the Onset of the Grain for Green Project
2025
Quintela et al. (2025) Refining European Crop Mapping Classification Through the Integration of Permanent Crops: A Case Study in Rapidly Transitioning Irrigated Landscapes Induced by Dam Construction
2025
Zhang et al. (2025) Assessment of WRF-Solar and WRF-Solar EPS Radiation Estimation in Asia Using the Geostationary Satellite Measurement
2025
Sun et al. (2025) A Machine Learning-Based Quality Control Algorithm for Heavy Rainfall Using Multi-Source Data
2025
Zhou et al. (2025) Response of Vegetation to Extreme Climate in the Yellow River Basin: Spatiotemporal Patterns, Lag Effects, and Scenario Differences
2025
Wang et al. (2025) Remote Sensing Inversion and Spatiotemporal Dynamics of Multi-Depth Soil Salinity in a Typical Arid Wetland: A Case Study of Ebinur Wetland Reserve, Xinjiang
2025
Tosco et al. (2025) Comparison of Broadband Surface Albedo from MODIS and Ground-Based Measurements at the Thule High Arctic Atmospheric Observatory in Pituffik, Greenland, During 2016–2024
2025
Wang et al. (2025) Vegetation Changes and Its Driving Factors in the Three-River Headwaters Region from 1990 to 2022
2025
Zhu et al. (2025) KADL: Knowledge-Aided Deep Learning Method for Radar Backscatter Prediction in Large-Scale Scenarios
2025
Li et al. (2025) Evaluating the Performance of the STEMMUS-SCOPE Model to Simulate SIF and GPP Under Drought Stress Using Tower-Based Observations of Maize
2025
Liu et al. (2025) Soil Moisture Monitoring Method and Data Products: Current Research Status and Future Development Trends
2025
Rahman et al. (2025) Machine Learning Approaches for Assessing Avocado Alternate Bearing Using Sentinel-2 and Climate Variables—A Case Study in Limpopo, South Africa
2025
Liu et al. (2025) Physics-Driven Machine-Learning Retrieval and Uncertainty Quantification of Crop Leaf Area Index
2025
Lutz et al. (2025) Estimating Plant Physiological Parameters for Vitis vinifera L. Using In Situ Hyperspectral Measurements and Ensemble Machine Learning
2025
Marques et al. (2025) Integrating UAV Multi-Temporal Imagery and Machine Learning to Assess Biophysical Parameters of Douro Grapevines
2025
Zhang et al. (2025) Dominant Role of Meteorology and Aerosols in Regulating the Seasonal Variation of Urban Thermal Environment in Beijing
2025
Felix et al. (2025) Probing Early and Long-Term Drought Responses in Kauri Using Canopy Hyperspectral Imaging
2025
Guth et al. (2025) Benchmarking Elevation Plus Land Surface Parameters Finds FathomDEM and Copernicus DEM Win as Best Global DEMs
2025
Alcalde et al. (2025) Remote Sensing Standardized Soil Moisture Index for Drought Monitoring: A Case Study in the Ebro Basin
2025
Barbagallo et al. (2025) Integrating Satellite and Field Data for Glacier Melt Modeling in High-Mountain Asia: A Case Study on Passu Glacier
2025
Li et al. (2025) Improvement of Snow Albedo Simulation Considering Water Content
2025
Waring et al. (2025) A Deep Learning Approach to Downscaling Microwave Land Surface Temperatures for a Clear-Sky Merged Infrared-Microwave Product
2025
Ma et al. (2025) Estimation of All-Weather Daily Surface Net Radiation over the Tibetan Plateau Using an Optimized CNN Model
2025
Liu et al. (2025) Spatiotemporal Dynamics of Surface Energy Balance over the Debris-Covered Glacier: A Case Study of Lirung Glacier in the Central Himalaya from 2017 to 2019
2025
Zhang et al. (2025) An Improved Change Detection Method for Time-Series Soil Moisture Retrieval in Semi-Arid Area
2025
Jenny et al. (2025) Mass Change in Antarctica from 2002 to 2025 Using GRACE and GRACE-FO
2025
Wang et al. (2025) Application of High-Precision Classification Method Based on Spatiotemporal Stable Samples and Land Use Policy in Oasis–Desert Mosaic Landscape Areas
2025
Zhao et al. (2025) Impact of Joint Assimilating AWS and Radar Observations on the Analysis and Forecast of a Squall Line with Complex Terrain
2025
Lv et al. (2025) Validation of Soil Temperature Sensing Depth Estimates Using High-Temporal Resolution Data from NEON and SMAP Missions
2025
Ursu et al. (2025) Hail Damage Detection: Integrating Sentinel-2 Images with Weather Radar Hail Kinetic Energy
2025
Zhang et al. (2025) Physics-Informed Deep Learning for 3D Wind Field Retrieval of Open-Ocean Typhoons
2025
Neinavaz et al. (2025) Evaluating Airborne Thermal Infrared Hyperspectral Data for Leaf Area Index Retrieval in Temperate Forests
2025
Zhu et al. (2025) A Novel Framework Based on Data Fusion and Machine Learning for Upscaling Evapotranspiration from Flux Towers to the Regional Scale
2025
Xu et al. (2025) Correcting Atmospheric Temperature and Vapor Density Profiles of Ground-Based Microwave Radiometer in Diverse Skies by Regression Model and Artificial Neural Network Methods
2025
Xiong et al. (2025) Evaluating Terrestrial Water Storage, Fluxes, and Drivers in the Pearl River Basin from Downscaled GRACE/GFO and Hydrometeorological Data
2025
Zhao et al. (2025) Climate Surpasses Soil Texture in Driving Soil Salinization Alleviation in Arid Xinjiang
2025
Zhong et al. (2025) Added Value of Assimilating FY-4B AGRI Water Vapor Radiances on Analyses and Forecasts for “23 · 7” Heavy Rainfall
2025
Zhang et al. (2025) Intercomparison, Fusion and Application of FY-3E/WindRAD and HY-2B/SCA Ocean Surface Wind Products for Tropical Cyclone Monitoring
2025
Zhang et al. (2025) Physics-Informed Transformer Networks for Interpretable GNSS-R Wind Speed Retrieval
2025
Heidarian et al. (2025) Cross-Domain Land Surface Temperature Retrieval via Strategic Fine-Tuning-Based Transfer Learning: Application to GF5-02 VIMI Imagery
2025
Cai et al. (2025) A Normalization-Calibration Model for Multi-Source Ground-Based FPAR Observations in Mountainous Forests
2025
Cremer et al. (2025) Atmospheric Correction Inter-Comparison eXercise, ACIX-III Land: An Assessment of Atmospheric Correction Processors for EnMAP and PRISMA over Land
2025
Kim et al. (2025) An Airborne G-Band Water Vapor Radiometer and Dropsonde Validation of Reanalysis and NWP Precipitable Water Vapor over the Korean Peninsula
2025
Yin et al. (2025) Validation of the MODIS Clumping Index: A Case Study in Saihanba National Forest Park
2025
Pellicone et al. (2025) Assessment of Multiple Satellite Precipitation Products over Italy
2025
Lv et al. (2025) Decadal-Scale Warming Signals in Antarctic Ice Sheet Interior Revealed by L-Band Passive Microwave Observations from 2015 to 2025
2025
Van et al. (2025) Tree-Based Regressor Comparison for Burn Severity Mapping: Spatially Blocked Validation Within and Across Fires
2025
Shang et al. (2025) High-Resolution Mapping and Spatiotemporal Dynamics of Cropland Soil Temperature in the Huang-Huai-Hai Plain, China (2003–2020)
2025
Davoli et al. (2025) Observed Mesoscale Wind Response to Sea Surface Temperature Patterns: Modulation by Large-Scale Physical Conditions
2025
Xue et al. (2025) Extreme Lake Level Rise in the Zaysan Basin Driven by Intense Snowmelt Runoff
2025
Beber et al. (2025) Super Resolution of Satellite-Based Land Surface Temperature Through Airborne Thermal Imaging
2025
Li et al. (2025) A Class-Aware Unsupervised Domain Adaptation Framework for Cross-Continental Crop Classification with Sentinel-2 Time Series
2025
Balasubramaniam et al. (2025) The Impact on Triple/N-Way Collocation-Based Validation of Remote Sensing Products Due to Non-Ideal Error Statistics
2025
Li et al. (2025) Estimating and Mapping Aboveground Biomass of Vegetation in Typical Lake Flooding Wetland Based on MODIS and Landsat Images Fusion
2025
Lu et al. (2025) Uncertainty Mixture of Experts Model for Long Tail Crop Type Mapping
2025
Jó et al. (2025) Surface Velocity and Dynamics of the Southern Patagonian Icefield Using Feature and Speckle Tracking Methods on Sentinel-1 SAR Images During 2019–2020
2025
Feng et al. (2025) Inferring River Channel Geometry Based on Multi-Satellite Datasets and Hydraulic Modeling
2025
Takahashi et al. (2025) Evaluation of the flagGraupelHail Product from Dual-Frequency Precipitation Radar Onboard the Global Precipitation Measurement Core Observatory Using Multi-Parameter Phased Array Weather Radar
2025
Zhang et al. (2025) An Integrated Feature Framework for Wetland Mapping Using Multi-Source Imagery
2025
Liu et al. (2025) Reconstruction of SMAP Soil Moisture Data Based on Residual Autoencoder Network with Convolutional Feature Extraction
2025
Han et al. (2025) SAR-Conditioned Consistency Model for Effective Cloud Removal in Remote Sensing Images
2025
Yin et al. (2025) Spatiotemporal Patterns of Climate-Vegetation Regulation of Soil Moisture with Phenological Feedback Effects Using Satellite Data
2025
Lei et al. (2025) Balancing Accuracy and Efficiency: HWBENet for Water Body Extraction in Complex Rural Landscapes
2025
Susiluoto et al. (2025) Improved Atmospheric Correction for Remote Imaging Spectroscopy Missions with Accelerated Optimal Estimation
2025
Usman et al. (2025) 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
2025
Long et al. (2025) Assessing the Consistency Among Three Mascon Solutions and COST-G-Based Grid Products for Characterizing Antarctic Ice Sheet Mass Change
2025
Wang et al. (2025) Generalized Variational Retrieval of Full Field-of-View Cloud Fraction and Precipitable Water Vapor from FY-4A/GIIRS Observations
2025
Feng et al. (2025) Enhanced Detection of Drought Events in California’s Central Valley Basin Using Rauch–Tung–Striebel Smoothed GRACE Level-2 Data: Mechanistic Insights from Climate–Hydrology Interactions
2025
Zhang et al. (2025) From Depletion to Recovery: Tracking Water Storage Changes in the Semiarid Region of Inner Mongolia, China
2025
Tefera et al. (2025) Satellite-Based Machine Learning for Soil Moisture Prediction and Land Conservation Practice Assessment in West African Drylands
2025
Izadgoshasb et al. (2025) Comparison of a Semiempirical Algorithm and an Artificial Neural Network for Soil Moisture Retrieval Using CYGNSS Reflectometry Data
2025
Guo et al. (2025) Bidirectional Reflectance Sensitivity to Hemispherical Samplings: Implications for Snow Surface BRDF and Albedo Retrieval
2025
Cai et al. (2025) JSPSR: Joint Spatial Propagation Super-Resolution Networks for Enhancement of Bare-Earth Digital Elevation Models from Global Data
2025
Maniraho et al. (2025) Optimizing Agricultural Drought Monitoring in East Africa: Evaluating Integrated Soil Moisture and Vegetation Health Index (SM-VHI)
2025
García-Ten et al. (2025) Evaluation of CMORPH V1.0, IMERG V07A and MSWEP V2.8 Satellite Precipitation Products over Peninsular Spain and the Balearic Islands
2025
Yang et al. (2025) Phenology-Guided Wheat and Corn Identification in Xinjiang: An Improved U-Net Semantic Segmentation Model Using PCA and CBAM-ASPP
2025
Zhu et al. (2025) In-Flight Radiometric Calibration of Gas Absorption Bands for the Gaofen-5 (02) DPC Using Sunglint
2025
Han et al. (2025) Impacts of Aerosol Optical Depth on Different Types of Cloud Macrophysical and Microphysical Properties over East Asia
2025
Zheng et al. (2025) Biases of Sentinel-5P and Suomi-NPP Cloud Top Height Retrievals: A Global Comparison
2025
Cen et al. (2025) Improving Remote Sensing Ecological Assessment in Arid Regions: Dual-Index Framework for Capturing Heterogeneous Environmental Dynamics in the Tarim Basin
2025
Ssembajwe et al. (2025) Assessment and Validation of FAPAR, a Satellite-Based Plant Health and Water Stress Indicator, over Uganda
2025
Zhang et al. (2025) The Response of Alpine Permafrost to Decadal Human Disturbance in the Context of Climate Warming
2025
Feizbahr et al. (2025) Flood Susceptibility Mapping Using Machine Learning and Geospatial-Sentinel-1 SAR Integration for Enhanced Early Warning Systems
2025
Lü et al. (2025) Spatiotemporal Variations and Seasonal Climatic Driving Factors of Stable Vegetation Phenology Across China over the Past Two Decades
2025
Chen et al. (2025) An Interpretable Attention Decision Forest Model for Surface Soil Moisture Retrieval
2025
Bulgin et al. (2025) Spatial Sampling Uncertainty for MODIS Terra Land Surface Temperature Retrievals
2025
Zhang et al. (2025) A Dual-Branch Framework Integrating the Segment Anything Model and Semantic-Aware Network for High-Resolution Cropland Extraction
2025
Qi et al. (2025) Monitoring River–Lake Dynamics in the Mid-Lower Reaches of the Yangtze River Using Sentinel-2 Imagery and X-Means Clustering
2025
Sharifi et al. (2025) Editorial for Special Issue “Remote Sensing of Precipitation Extremes”
2025
Oliveira et al. (2025) High-Throughput Identification and Prediction of Early Stress Markers in Soybean Under Progressive Water Regimes via Hyperspectral Spectroscopy and Machine Learning
2025
Mirtabatabaeipour et al. (2025) Distance Transform-Based Spatiotemporal Model for Approximating Missing NDVI from Satellite Data
2025
Liu et al. (2025) Next-Generation Drought Forecasting: Hybrid AI Models for Climate Resilience
2025
Liu et al. (2025) Validation of Multi-Scale LAI Products in Heterogeneous Terrain-Based UAV Images
2025
Luo et al. (2025) Impact of Assimilating Doppler Radar Data on Short-Term Numerical Weather Forecasting at Different Spatial Scales
2025
Tang et al. (2025) Seamless Reconstruction of MODIS Land Surface Temperature via Multi-Source Data Fusion and Multi-Stage Optimization
2025
Yu et al. (2025) Cloud and Snow Segmentation via Transformer-Guided Multi-Stream Feature Integration
2025
Rabiei et al. (2025) Deep Learning-Based Short- and Mid-Term Surface and Subsurface Soil Moisture Projections from Remote Sensing and Digital Soil Maps
2025
Lakshmi et al. (2025) Precipitation Data Accuracy and Extreme Rainfall Detection for Flood Risk Analysis in the Akçay Sub-Basin
2025
Hu et al. (2025) Driving Factors of Hala Lake Water Storage Changes from 2011 to 2023
2025
Moradikian et al. (2025) Identifying and Characterizing Dust-Induced Cirrus Clouds by Synergic Use of Satellite Data
2025
Mohammed et al. (2025) Deep-Learning-Based Probabilistic Forecasting of Groundwater Storage Dynamics in Sudan Using Multisource Remote Sensing and Geophysical Data
2025
Cheang et al. (2025) RUSH: Rapid Remote Sensing Updates of Land Cover for Storm and Hurricane Forecast Models
2025
Tauqir et al. (2025) Elevation-Dependent Trends in Himalayan Snow Cover (2004–2024) Based on MODIS Terra Observations
2025
Mehdizadeh et al. (2025) Assessing Orographic Cloud Seeding Impacts Through Integration of Remote Sensing from Multispectral Satellite, Radar Data, and In Situ Observations in the Western United States
2025
Mohammed et al. (2025) Comprehensive Assessment of GPM-IMERG and ERA5 Precipitation Products Across Ireland
2025
Sharma et al. (2025) Leveraging Sentinel-2 Data and Machine Learning for Drought Detection in India: The Process of Ground Truth Construction and a Case Study
2025
Hu et al. (2025) CycloneWind: A Dynamics-Constrained Deep Learning Model for Tropical Cyclone Wind Field Downscaling Using Satellite Observations
2025
Zhang et al. (2025) Multi-Source Retrieval of Thermodynamic Profiles from an Integrated Ground-Based Remote Sensing System Using an EnKF1D-Var Framework
2025
Li et al. (2025) The Thermodynamic and Dynamic Cause Analysis of Three Extensive Compound Heatwaves from 2011 to 2024 in Mainland Spain
2025
Xue et al. (2025) Identifying Forest Drought Sensitivity Drivers in China Under Lagged and Accumulative Effects via XGBoost-SHAP
2025
Zhang et al. (2025) RiceStageSeg: A Multimodal Benchmark Dataset for Semantic Segmentation of Rice Growth Stages
2025
Jarrett et al. (2025) Application of SAR to Delineate Peatland from Other Land Cover and Assess Relative Condition in Relation to Surface Moisture
2025
He et al. (2025) Seasonal and Interannual Variations in Hydrological Dynamics of the Amazon Basin: Insights from Geodetic Observations
2025
Chen et al. (2025) Noise Mitigation of the SMOS L1C Multi-Angle Brightness Temperature Based on the Lookup Table
2025
Liang et al. (2025) CSAN: A Channel–Spatial Attention-Based Network for Meteorological Satellite Image Super-Resolution
2025
Liang et al. (2025) Assessment of Aerosol Optical Depth, Cloud Fraction, and Liquid Water Path in CMIP6 Models Using Satellite Observations
2025
Forster et al. (2025) Global Validation of the Version F Geophysical Data Records from the TOPEX/POSEIDON Altimetry Satellite Mission
2025
Melnyk et al. (2025) Seasonal and Long-Term Water Regime Trends of Cheremsky Wetland: Analysis Based on Sentinel-2 Spectral Indices and Composite Indicator Development
2025
Payares et al. (2025) Assessing Plant Water Status and Physiological Behaviour Using Multispectral Images from UAV in Merlot Vineyards in Central Spain
2025
Castro-Melgar et al. (2025) Assessment of the October 2024 Cut-Off Low Event Floods Impact in Valencia (Spain) with Satellite and Geospatial Data
2021
Massari et al. (2021) A Review of Irrigation Information Retrievals from Space and Their Utility for Users
2021
Stefan et al. (2021) High-Resolution SMAP-Derived Root-Zone Soil Moisture Using an Exponential Filter Model Calibrated per Land Cover Type
2020
Dari et al. (2020) Exploiting High-Resolution Remote Sensing Soil Moisture to Estimate Irrigation Water Amounts over a Mediterranean Region
2019
Gao et al. (2019) Analysis of Retrackers’ Performances and Water Level Retrieval over the Ebro River Basin Using Sentinel-3
2018
Gao et al. (2018) Irrigation Mapping Using Sentinel-1 Time Series at Field Scale
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