Hydrology and Climate Change Article Summaries

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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Total articles tracked from this journal: 116

2026
Wang et al. (2026) PES-UNet: A Physics-Inspired Enhanced Hybrid Network for Cloud Classification from FY-4A Satellite Data
2026
Shi et al. (2026) Automatic Water-Land Segmentation Algorithm via Weighted Mixture Model With Dual Spatial Constraints
2026
Zhang et al. (2026) The Response and Attribution of Vegetation Productivity to Drought Sensitivity in Northwest China
2026
Li et al. (2026) Using Agricultural Production to Evaluate the Novel Method of Reducing the Uncertainty in GNSS-R Soil Moisture Retrieval
2026
Zhang et al. (2026) TriPhysGAN-Attn: A Physics-Informed Generative Model for Radar Echo Forecasting via Triple Mechanism Decomposition and Attention Fusion
2026
Masrur et al. (2026) Learning to See More: A Spectral Extension Super-Resolution Framework for Harmonized Satellite-UAS Imagery
2026
Xu et al. (2026) Spatial Characteristics and Controlling Factors of Permafrost Deformation in the Qinghai–Tibet Plateau Revealed Through InSAR Measurements
2026
Zhai et al. (2026) A Physics-Informed Spatiotemporal Deep Learning Algorithm for High-Resolution Leaf Area Index Retrieval
2026
Li et al. (2026) Rapid Flood Mapping: Outcome of the 2024 IEEE GRSS Data Fusion Contest
2026
Yang et al. (2026) Evaluating the Performance of China’s Tianmu-1 GNSS-R Satellite Constellation Observations in Land and Ocean Remote Sensing Applications
2026
Tuo et al. (2026) A Deep Learning Enhanced Atmospheric Correction Algorithm for Chinese GF-1 and GF-6 WFV Images
2026
Eon et al. (2026) A Forward Modeling Approach for the Vicarious Validation of the Thermal Infrared Sensor On-Board Landsat 8 and 9
2026
Huo et al. (2026) A Dual-Cycle Assimilation Approach for Rapid, High-Resolution Fusion of Model-Simulated and Satellite-Observed Land Surface Temperatures
2026
He et al. (2026) Multitemporal Scale Fusion Transformers for Interpretable Sea Surface Temperature Prediction
2026
Zhang et al. (2026) An Efficient Approach Integrating Sentinel-1 and Sentinel-2 Imagery for Mapping Permanent and Seasonal Water Area
2026
Carfora et al. (2026) Cloud Detection in Hyperspectral Images: Application to PRISMA Images
2026
Zhou et al. (2026) Physics-Guided Polarimetric Feature Selection Based on Dual-Branch Networks for PolSAR Agriculture Field Classification
2026
Yuan et al. (2026) CosmDiff: Integrating Multitemporal Optical-SAR Data With Conditional Diffusion Models for Optical Satellite Time Series Reconstruction
2026
Shi et al. (2026) High Spatial Resolution of GRACE-Derived Ice Mass Change Reveals Glacier-Scale Mass Loss in Greenland Ice Sheet
2026
Yin et al. (2026) A Season-Adaptive Machine Learning Framework for Estimating Ground Surface Temperature in Northeast China
2026
Chaubell et al. (2026) Consistent Soil Moisture and Vegetation Optical Depth From Relatively Calibrated SMOS Brightness Temperatures With SMAP
2026
Li et al. (2026) A Two-Step Spatial Downscaling Method for Latent Heat Flux to Quantify Urban-Rural Gradients
2026
Zuo et al. (2026) Hallucination-Resistant Change Detection in Multimodal Large Models for Autonomous Land Management Agents
2026
Luo et al. (2026) Improving the Spatiotemporal Resolution of Satellite Remote Sensing Precipitation in Complex Terrain—Based on the Random Forest Method
2026
Chen et al. (2026) A Stepwise BRDF-Based Land Surface Reflectance Model Over Rugged Terrain
2026
Han et al. (2026) Quantifying Surface Downward Shortwave Radiation and Its Direct and Diffuse Components Using Fengyun-4A AGRI Observations
2026
Xu et al. (2026) Monitoring the 2024 Abrupt Flood Event in East Dongting Lake via Deep Learning and Multisource Remote Sensing Data
2026
LI et al. (2026) Spatiotemporally Heterogeneous Impact of Proglacial Lake on Himalayan Glacier Dynamics Revealed by Multisource Remote Sensing
2026
Zhou et al. (2026) MTU-Net: A Multiperspective Transformer U-Net With Water Index Channel-Spatial Attentions Embedding for Small Water Body Extraction From PlanetScope Imagery
2026
Meng et al. (2026) Thick Cloud Removal Using Cloud Mask-Guided SAR-Optical Fusion Network
2026
Zeng et al. (2026) Response of Terrestrial Water Storage to Climate: Global Spatial Patterns and Driving Mechanism
2026
Tatum et al. (2026) Relationships Between Ephemeral Snowpack and Soil Moisture in Semiarid Forest Revealed by PlanetScope Imagery and Machine Learning
2026
Ji et al. (2026) A Generalized Algorithm for Retrieving Land Surface Temperature from UAV Thermal Infrared Imagery
2026
Wu et al. (2026) EWMT: Enhanced Wavelet Multi-head Transformer for Frequency-Decoupled Two-Input Spatiotemporal Fusion
2026
Bonassies et al. (2026) Assimilation of SWOT Altimetry Data for Riverine Flood Reanalysis: From Synthetic to Real Data
2026
García-Espriu et al. (2026) Preserving Native Spatial Resolution in Long-Term Satellite Datasets Through Improved Projection Algorithms
2026
Geng et al. (2026) Tri-CoMamba: A Tri-Complementary Mamba Framework for Multisource Remote Sensing Image Classification
2026
Prono et al. (2026) FOREST-GC: A conFOrmable Rendering Engine for Synthetic Tree Generation and Counting
2026
Marjani et al. (2026) ABNextFire: A Multi-Source Deep Learning Based Dataset for Wildfire Spread Prediction
2026
Bocchino et al. (2026) A Hierarchical Robust Combined Index for Agricultural Drought Detection and Monitoring Using Earth Observation Big Data and Google Earth Engine: Application to a Case Study in Southern Italy
2026
Leistner et al. (2026) Estimating Stem Water Content From Tower-Based L-Band Tomographic Radar Using a Single-Scattering Model of a Uniform Layer: A First in Situ Experiment
2026
Song et al. (2026) A Parameter-Adaptive Photon Denoising Algorithm for ICESat-2 Glacier Monitoring in Tibet
2026
Wijata et al. (2026) Getting the Most Out of the Image-Level Labels: (Un)Supervised Learning for Extracting Soil Parameters From Hyperspectral Images
2026
Nihar et al. (2026) Crop Classification Using Dual-Pol Scattering Powers from Simulated NISAR L-band SAR Data
2026
Bu et al. (2026) Physics-Informed Enhanced Machine Learning for Global Vegetation Optical Depth Retrieval Using Spaceborne GNSS-R
2026
Rahimpour et al. (2026) Enhanced Retrieval of Precipitable Water Vapor Over Land: An Approach for Algorithmic Improvement and Performance Assessment
2026
LÜ et al. (2026) A novel active-microwave method to estimate 1 km vegetation optical depth over the Heihe River Basin
2026
Yu et al. (2026) Metamodel-Accelerated High-Resolution Maize Yield Mapping via Sentinel-2 Assimilation and Random Forest
2026
Jin et al. (2026) On the Potential of Using GNSS-Derived Precipitable Water Vapor From 5G Base Stations to Improve the Model for Typhoon Precipitation Forecasting
2026
Kamangir et al. (2026) CMAViT: Integrating Climate, Management, and Remote Sensing Data for Crop Yield Prediction With Multimodel Vision Transformers
2026
Atanasova et al. (2026) A Multitask Framework with Cross-task Selective Feature Sharing for Remote Sensing Image Time Series Analysis
2026
Li et al. (2026) A Pseudomultitask Neural Network Classification Model for Cropland Mapping in Mountainous Areas Using High-Resolution Remote Sensing Images
2026
Chen et al. (2026) A Novel Reconstruction Strategy for Terrestrial Water Storage During the GRACE(-FO) Gap Using Geographically Weighted-based Method
2026
Bhatta et al. (2026) A Novel Data-Driven Approach to Leaf Area Index Modeling Using High-Fidelity Simulation-Based Full-Waveform LiDAR Data
2026
Lu et al. (2026) MambaSTF: Visual State Space Model for Remote Sensing Images Spatiotemporal Fusion
2026
Wang et al. (2026) Dual-Consistency Input-Space Domain Adaptation for Remote Sensing Image Semantic Segmentation via SSC-CycleGAN
2026
Zhao et al. (2026) A Deep Learning-Based Model for Nowcasting of Convective Initiation Using Infrared Observations
2026
Hu et al. (2026) SM-RDC: A Three-Step Downscaling Framework for Daily 1-km Seamless SMAP Product Generation Over the Tibetan Plateau
2026
Ling et al. (2026) Characterizing Short-Duration Rainfall Events on the Tibetan Plateau Based on Ground Observation, Satellite Remote Sensing, and Reanalysis Data
2026
Kaushik et al. (2026) Assessing Geo-Foundational Models for Flood Inundation Mapping: Benchmarking models for Sentinel-1, Sentinel-2, and Planetscope
2026
Liu et al. (2026) Advancing Efficient Vision Foundation Models for Analysis of Multispectral Imagery
2026
He et al. (2026) Seasonal Dependence of Topographic Effect on Mountainous Land Surface Temperature Retrieval: Insights From Landsat-8 Data
2026
Wang et al. (2026) Dynamic Assessment of Flood Risk Under Varied Precipitation Scenarios
2026
Zeng et al. (2026) Performance Superiority of Dual-Pair Cartwheel/Pendulum Over Bender-Type in Four-Satellite Gravity Constellations: An Equitable Evaluation
2026
Çağlayan et al. (2026) SAR-W-MixMAE: Polarization-Aware Self-Supervised Pretraining for Masked Autoencoders on SAR Data
2026
Goffin et al. (2026) Satellite-Based Fraction of Available Water Reveals Soil Moisture Deficits Preceding Major Wildfires
2026
Blaga et al. (2026) Improving Counting Accuracy of Post-Disaster Visual Question Answering for Remote Sensing
2026
Achmad et al. (2026) Integrating CCD and Adaptive-dNBR with Metaheuristic-Optimized Hybrid Deep Learning for Wildfire Detection and Susceptibility Mapping in Los Angeles County
2026
Chaiyana et al. (2026) A Scalable Potential of Alpha Earth and Multisensor Datasets for Assessing Mangrove Intactness and Degradation Using Deep and Machine Learning Algorithms
2026
Yang et al. (2026) AMD-DSMNet: Asymmetric Multidirectional Convolutional Attention and Dynamic Spatial Modulation Network for Cropland Change Detection
2026
Zhang et al. (2026) Enhanced Deep Recurrent Optical Flow With Efficient Feature Encoding and Channel Attention for River Surface Velocimetry
2026
Huang et al. (2026) Analysis of L-Band Radar Signatures of Surface Topography, Soil Moisture, and Vegetation Water Content
2026
Hao et al. (2026) A Refined Radiometric Cross-Calibration of HJ-2B/IRS Over Plateau Lakes Using the Double-Difference Method
2026
Bonnema et al. (2026) An Estimate of Effective Resolution for CYGNSS Surface Water Detection Revealed by Comparison With Multisensor Optical Data
2026
Ghosh et al. (2026) Deep Learning Framework For High Resolution Large-Scale Vegetation Optical Depth Mapping Using Airborne LiDAR and Mobile GNSS-T Data
2026
Wu et al. (2026) Surface Water Extraction by Multidimensional Feature Fusion of Sentinel-1/2 and Random Forest: A Five-Year Analysis in Jiangsu, China
2026
Goto et al. (2026) Intercomparison of Phased-Array Weather Radar and GPM-DPR Toward Calibration of Ground-Based Weather Radar Networks
2025
Zhu et al. (2025) A Multichannel CNN-LSTM-Based Prediction Model for Precipitable Water Vapor in a Region With a Single GNSS Station
2025
Li et al. (2025) Mapping and Revealing the River Ice Distribution and Changes in the Three Rivers Source Region From 1990 to 2023 Using Google Earth Engine
2025
Zeng et al. (2025) Multifactor Spatial Downscaling of Satellite Precipitation Based on Vegetation Index and Elevation
2025
Cao et al. (2025) LESMI: Integrating Linear-Exponential Model, Shapelets, and Multirocket for Wetland Vegetation Inundation Monitoring With Time Series SAR
2025
Zhu et al. (2025) SRSDNet: Super-Resolution Snow Depth Retrieval and Mapping Over the Qinghai-Tibet Plateau
2025
Ma et al. (2025) PWVFnet: A Short-Time Troposphere PWV Forecast Model Combined Empirical Models and Spatiotemporal ConvLSTM Network
2025
Wang et al. (2025) Prediction of Net Longwave Radiation and Turbulent Fluxes Using Remote-Sensing-Derived Net Shortwave Radiation for Different Land Cover Types
2025
Wang et al. (2025) Coupling Machine Learning and Detrended Cumulative Drought Index for Lake-Area Prediction
2025
Feng et al. (2025) Uncertainty Characterization of ICESat-2, Passive Microwave, and Reanalysis Snow Depth Datasets Using Site Data in the Northern Hemisphere
2025
Kuang et al. (2025) A High Spatiotemporal Resolution Soil Moisture Retrieval Approach Leveraging Deep Regression Networks and Multisource Remote Sensing Data
2025
Duan et al. (2025) A New Addition to Global Soil Moisture Mapping: CFOSAT Scatterometer Algorithm Development and Validation
2025
Hwang et al. (2025) Synergistic Effects of Infrared and Microwave Radiance in All-Sky Data Assimilation for a Heavy Precipitation Case Over the Korean Peninsula
2025
Zhao et al. (2025) A Spatial-Temporal Seamless Evapotranspiration Product Based on TSEB-SM Model and DNN-ETo Method Across China
2025
Zhang et al. (2025) An Automated Method for Regional-Scale Agricultural Soil Moisture Retrieval Using ISMN Measurements and Sentinel Data in Google Earth Engine
2025
Yu et al. (2025) Synergistic Fusion of Sentinel-1 and Sentinel-2 for Global LULC Mapping: The Multimodal Network LULC-Former and Dynamic World+ Dataset
2025
Toosi et al. (2025) S 3 -ESRGAN: Enhanced Super-Resolution Generative Adversarial Network for Remote Sensing Imagery Spatial Resolution Improvement—An Application Using Sentinel-2 and UAV Images
2025
Long et al. (2025) Refined River Discharge Estimation Through Integrating Multisource Satellite Remote Sensing and Aerial Photogrammetry
2025
Hu et al. (2025) Elevation and Vegetation Cover Dominate Inter-Basin Water Use Efficiency Patterns in China
2025
Wu et al. (2025) Time Series Consistency of Passive Microwave Sensors (1978–2023) Brightness Temperature Data for Snow Depth Estimation
2025
Chantaveerod et al. (2025) Adaptive Physically Based Contour Framework for Robust and Efficient Catchment Estimation on Large-Scale Terrain Using Super-Resolution DEMs
2025
Jing et al. (2025) Estimation of Fractional Vegetation Cover From Fully Polarimetric SAR Data via Multidimensional Feature Selection and Model Optimization
2025
Guo et al. (2025) Diurnal Dynamics of Vegetation Photosynthesis Under Drought Stress in the Qilian Mountains
2025
Yuan et al. (2025) An Evaluation of Soil Temperature Predictions Based on the Long Short-Term Memory Model and Remote Sensing Data
2025
Zhao et al. (2025) SEV-Field: A Crop Field Extraction Framework for High-Resolution Imagery via Semantic Segmentation and Boundary Connection
2025
Maia et al. (2025) Flood Detection in Optical Systems: A Novel Approach to Overcome Cloud Cover With DEM Data
2025
Aravinth et al. (2025) A Deep Learning Model for Integrating Landsat-8 and Sentinel 2 Satellite Images to Improve the Spatiotemporal Fusion Network for Drought Monitoring
2025
Arii (2025) Sensitivity Study of Variable Decomposition Using a General Volume Scattering Model for Seasonal Changes in Deciduous Forests
2025
Lu et al. (2025) Postprocessing for Fine Classification of Crops in UAV Hyperspectral Imagery
2025
Xu et al. (2025) Spatiotemporal Reconstruction of FY-3B Soil Moisture Using a Hybrid Attention and Partial Convolution Neural Network
2025
Ferreira et al. (2025) Enhancing PROSAIL Inversion: Key Considerations and Practical Insights
2025
Alioua et al. (2025) Quantitative Analysis of Urban Heat Island and ISA Density Effects on Land Surface Temperature: A Remote Sensing Study Using Local Morphological Density Analysis and Hybrid Optimization Model
2025
Romero-Puig et al. (2025) Crop Classification With Multifrequency Multitemporal Polarimetric and Interferometric SAR Data
2025
Yan et al. (2025) An Onboard Calibration Technique for Synthetic Aperture Radar Interferometry Using Multisource Data
2025
Yan et al. (2025) Improved Near-Real-Time Precipitation Estimation From Himawari-8 Data and Gauge Observations in the Xiangjiang River Basin Using a Three-Stage Machine Learning Framework
2025
Doshi et al. (2025) A Framework for Minimizing the Impact of Wet Antenna Attenuation on Rainfall Estimates Provided by Commercial Microwave Links
2025
Tian et al. (2025) The Change of Cloud Base Height Over East Asia During 2010–2019
2025
Pan et al. (2025) SCFNet: A Swin-CNN Synergistic Fusion Network for Urban and Rural Water Extraction in Remote Sensing Images
2025
Sundaram et al. (2025) Identifying and Correcting for Residual Biases in the ASCAT and ERA5 Wind Speed Products
2025
Sultana et al. (2025) ArcticNet for Semantic Segmentation of Meltpond Regions in the Arctic Sea Ice
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