Hydrology and Climate Change Article Summaries

Remote Sensing of Environment

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Total articles tracked from this journal: 94

2026
Beccaro et al. (2026) Assessing English peatland dynamics using MT-InSAR
2026
Guan et al. (2026) A framework of coupling split-window and machine learning (SW-ML) for land surface temperature retrieval from MODIS thermal infrared data
2026
Zhu et al. (2026) DeepProfile: An inverse fusion framework for root zone soil moisture profile estimation
2026
Wang et al. (2026) Modeling saline soil complex permittivity from bound-water microphysics: Laboratory validation at L-/C-bands
2026
Guo et al. (2026) Evaluating the correction methods for NDVI angular effect based on decametric resolution BRDF observations over cropland
2026
Liu et al. (2026) Crop height retrieval across different scenes with dual-pol backscattering and one-time in-situ data
2026
Chen et al. (2026) Downscaling of satellite passive microwave brightness temperature through super-resolution reconstruction
2026
Du et al. (2026) Large-scale water depth reconstruction of Tibetan Plateau lakes using ICESat-2 photon data: Performance, limitations, and environmental drivers
2026
Ding et al. (2026) HBiM2: A multi-angle hyperspectral soil radiative transfer model for simulating the reflectance of dry and wet soils
2026
Xu et al. (2026) A global all-weather PWV retrieval model integrating multi-band satellite observations considering land cover types and NDVI
2026
Zhou et al. (2026) Synergistic retrievals of leaf area index and leaf chlorophyll content in deciduous broadleaf forests from Sentinel-2 and Landsat
2026
Ji et al. (2026) Robust hyperspectral reconstruction from satellite and airborne observations via a deep hierarchical fusion network across heterogeneous scenarios
2026
Dong et al. (2026) A fully automated OPTRAM (aOPTRAM) for soil moisture retrieval: Evaluating multiple fitting functions, vegetation indices, land-cover types, and scales
2026
Chen et al. (2026) A novel soil moisture retrieval method via combining radiative transfer model and machine learning
2026
Ackroyd et al. (2026) Spatial assessment of snow grain size from airborne lidar reflectance against coincident imaging spectroscopy retrievals
2026
Chen et al. (2026) An explainable correction and fusion framework for global bare-earth DTM generation in mountain areas
2026
Leopardi et al. (2026) A satellite-based approach for estimating runoff and river discharge in the Pan-Arctic region from 2003 to 2022
2026
Jung et al. (2026) Towards global mapping of dynamic surface water extents using Sentinel-1 SAR data
2026
Lee et al. (2026) A novel approach for soil moisture retrieval from Sentinel-1 SAR via temporal stability-based backscatter analysis
2026
Xin et al. (2026) A multi-scale assessment of the effects of runoff/sediment discharge in karst catchments as shown by vegetation-related remote sensing indicators
2026
Zhu et al. (2026) A global framework for subsurface soil moisture estimation: Coupling fractal Richards equation with Bayesian optimization
2026
Liu et al. (2026) Multi-satellite data fusion for improved field-scale evapotranspiration mapping on Google Earth Engine
2026
Zotta et al. (2026) Improving AMSR2 vegetation optical depth retrievals via land parameter retrieval model parameter optimisation
2026
Feng et al. (2026) Transferring soil moisture estimation skills to evapotranspiration and streamflow modeling through remote sensing data assimilation
2026
Zan et al. (2026) Validation of high-resolution surface soil moisture time series retrieved by means of SAR interferometry
2026
Yan et al. (2026) Reconstructing all-weather remotely sensed air temperature via a kernel-based temporal filling and bias correction (KTF-BC) framework
2026
Zhang et al. (2026) Amplified deviation flood index (ADFI) for fast non-prior flood detection
2026
Pang et al. (2026) Enhancing cloud detection across multiple satellite sensors using a combined Swin Transformer and UPerNet deep learning model
2026
Dou et al. (2026) High-resolution annual desertification mapping in northern China using a novel comprehensive desertification index and unsupervised algorithm
2026
Zhang et al. (2026) Remote sensing of the global cryosphere: Status, processes, and trends
2026
Carreiras et al. (2026) Determinants of L-band backscatter in dry tropical ecosystems: Implications for biomass mapping
2026
Zhang et al. (2026) Multi-sensor (since 1997) global soil moisture mapping with enhanced Spatio-temporal coverage through machine learning framework fusion
2026
Wang et al. (2026) Soil spectral simulation and soil parameter retrieval with an optimized four-flux MLG radiative transfer model
2026
Aybar et al. (2026) A radiometrically and spatially consistent super-resolution framework for Sentinel-2
2026
Mi et al. (2026) Mapping wide-area land subsidence from groundwater use in the North China plain by machine learning-based InSAR adjustment
2026
Sheng et al. (2026) Hyperspectral BRDF based on UAV measurements can characterize optical properties of flat desert surfaces: A comprehensive comparison with laboratory and satellite data
2026
Qi et al. (2026) Bridging the thermal gap: Generating 10 m, 3-day land surface temperature via Landsat–Sentinel-2 fusion
2026
Jin et al. (2026) Guiding VI selection for phenology monitoring: Differential sensitivity of vegetation indices to temporal dynamics in canopy leaf area and pigment
2026
Yang et al. (2026) Knowledge-guided graph machine learning improves corn yield mapping in the U.S. Midwest
2025
Helili et al. (2025) Assessment and intercomparison of 23 global satellite and model-based soil moisture products using cosmic ray neutron sensing observations over Europe
2025
Xu et al. (2025) A global intercomparison of SWOT and traditional nadir radar altimetry for monitoring river water surface elevation
2025
Simard et al. (2025) Delta-X: An airborne remote sensing framework to calibrate hydrodynamic and ecogeomorphic processes responsible for land building in coastal deltas
2025
Gbodjo et al. (2025) Self-supervised representation learning for cloud detection using Sentinel-2 images
2025
Cao et al. (2025) A novel land surface temperature retrieval method using channel correlation for atmospheric parameter modeling from SDGSAT-1 data
2025
Qi et al. (2025) Retrieving forest LAI from Landsat via 3D look-up table generated by realistic LiDAR scenes
2025
Tang et al. (2025) A novel hybrid approach for mapping global surface solar radiation with DSCOVR/EPIC: Combining deep learning with physical algorithm
2025
Wang et al. (2025) GPP-net: a robust high-resolution GPP estimation network for Sentinel-2 using only surface reflectance and photosynthetically active radiation
2025
Colliander et al. (2025) A review of forward modelling and retrieval approaches for forest soil moisture and vegetation optical depth using L-band radiometry
2025
Zhao et al. (2025) Highest quality remote sensing reflectance database compiled from 20+ years of MODIS-aqua measurements
2025
Michel et al. (2025) Temporal attention multi-resolution fusion of satellite image time-series, applied to Landsat-8/9 and Sentinel-2: all bands, any time, at best spatial resolution
2025
Xia et al. (2025) Began+: Leveraging bi-temporal SAR-optical data fusion to reconstruct clear-sky satellite imagery under large cloud cover
2025
Hu et al. (2025) Global retrieval of harmonized microwave land surface emissivity leveraging multi-sensor measurements from GMI, AMSR2 and MWRIs
2025
Cai et al. (2025) High-resolution surface and rootzone soil moisture over US cropland: A novel framework assimilating multi-source remote sensing data, machine learning, and the Layered Green and Ampt Infiltration with Redistribution model
2025
Shah et al. (2025) Constrained negentropy optimisation (CoNE-opt): Using independent components to merge satellite data products
2025
Lang et al. (2025) Significant uncertainties from overlooking aerosol-cloud coexistence in surface solar radiation estimates using passive satellite observations
2025
Zhang et al. (2025) Groundwater volume loss and land subsidence in the North China plain investigated using wide-area InSAR surveying and mechanical modeling
2025
Li et al. (2025) PAGrid: A probabilistic area-weighted gridding method for seamless mapping of sentinel-3 swath data
2025
Dong et al. (2025) Integrating prior information for improving 3D model-driven GAI estimation with application to wheat crops
2025
Jiang et al. (2025) Nonlinear impacts of urban size and vegetation cover on global surface urban heat: Insights from 6022 cities
2025
Tagliabue et al. (2025) Appraising retrieval schemes from spaceborne hyperspectral imagery for mapping leaf and canopy traits in forest ecosystems
2025
Zhou et al. (2025) Remote sensing meta modal representation for missing modality land cover mapping: From EarthMiss dataset to MetaRS method
2025
Li et al. (2025) NRT-GSF: A novel near-real-time ground-satellite fusion algorithm to retrieve daily green area index at field scale
2025
Zhou et al. (2025) FoScenes: A high-fidelity, large-scale 3D forest plant area density product derived from open-access airborne lidar data
2025
Bartsch et al. (2025) Soil laboratory and satellite spectral data filtering: A Spectral Quality Protocol (SQuaP)
2025
Li et al. (2025) Atmospheric dryness effects on canopy chlorophyll fluorescence and Gross Primary Production (GPP) in a deciduous forest during heat waves
2025
García‐García et al. (2025) Intercomparison of Earth Observation products for hyper-resolution hydrological modelling over Europe
2025
Jalilvand et al. (2025) Characterization of irrigation timing using thermal satellite observations, a data-driven approach
2025
Ji et al. (2025) Tracking seasonal variability in plant traits from spaceborne PRISMA and NEON AOP across forest types and ecoregions
2025
Shen et al. (2025) Soil moisture retrieval under different land cover conditions based on Sentinel-1 SAR
2025
Xu et al. (2025) Joint estimation of global daily 1 km surface radiation budget components from MODIS observations (2000−2023) using conservation-constrained deep neural networks
2025
Zhou et al. (2025) Snow effects on altimeter waveforms over sea ice in the Weddell Sea — Part I: Radar waveform decomposition
2025
Bonassies et al. (2025) A comprehensive study of Surface Water and Ocean Topography (SWOT) Pixel Cloud data for flood extent extraction
2025
Wu et al. (2025) Automated drone-borne GPR mapping of root-zone soil moisture for precision irrigation
2025
Qi et al. (2025) Retrieving fine-scale leaf and soil spectral properties from canopy reflectance with differentiable 3D radiative transfer
2025
Wagner et al. (2025) The fully-automatic Sentinel-1 Global Flood Monitoring service: Scientific challenges and future directions
2025
Zheng et al. (2025) Modeling, prediction, and retrieval of surface soil moisture from InSAR closure phase
2025
Shi et al. (2025) Towards an easy-to-use algorithm to estimate longwave cloud radiative forcing: algorithm development and preliminary evaluation
2025
Lee et al. (2025) Development of an automated hyperspectral system to monitor hyperspectral reflectance and sun-induced chlorophyll fluorescence with directional and hemispheric view geometries simultaneously
2025
Teng et al. (2025) A dual-band parametric method for angular normalization of land surface thermal radiation for single-angle thermal infrared image
2025
Zhou et al. (2025) Global uncertainty assessment of vegetation indices from NASA's Harmonized Landsat and Sentinel-2 Project
2025
Roy et al. (2025) The next Landsat: Mission turning point?
2025
Zeng et al. (2025) Emerging remote sensing techniques for hydrological applications
2025
Han et al. (2025) Estimation of canopy fAPAR using optical reflectance and airborne LiDAR data
2025
Stephens et al. (2025) Corrigendum to “Substantial increases in burned area in circumboreal forests from 1983 to 2020 captured by the AVHRR record and a new autoregressive burned area detection algorithm” [Remote Sensing of Environment 325(2025) 114789]
2025
Mishra et al. (2025) Assessment of EOS-07 MHS satellite observations and retrieval of specific humidity profiles using a random forest-based algorithm
2025
Xu et al. (2025) Three decades evolution of land subsidence driven by anthropogenic activities in the Yellow River Delta (YRD) from continuous SAR interferometry
2025
Wang et al. (2025) Satellite observations reveal ecosystem resistance and resilience to short-term water stress driven by dominant vegetation along a rainfall gradient in Australia
2025
He et al. (2025) A novel index for directly indicating fractional vegetation cover based on spectral differences between vegetation and soil
2025
Song et al. (2025) TIF: A time-series-based image fusion algorithm
2025
He et al. (2025) APPLE-GO: Modeling high-spatial resolution forest canopy reflectance with effect of Adjacent Pixels using Path Length Extended Geometric Optical theory
2025
Liu et al. (2025) Unrevealing site-dependent relationship between solar-induced chlorophyll fluorescence and gross primary productivity using the terrestrial ecosystem carbon cycle simulator
2025
Jia et al. (2025) Fusing SAR image and CYGNSS data for monitoring river water level changes by machine learning
2025
Li et al. (2025) CloudRuler: Rule-based transformer for cloud removal in Landsat images
2016
Escorihuela et al. (2016) Comparison of remote sensing and simulated soil moisture datasets in Mediterranean landscapes
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