Remote Sensing of Environment

Article	Citations
Editorial Board	611
Editorial Board	507
A novel identification method for unrevealed mesoscale eddies with transient and weak features-Capricorn Eddies as an example	361
3D Monte Carlo surface-atmosphere radiative transfer modelling with DART	287
In-season crop progress in unsurveyed regions using networks trained on synthetic data	263
Study on automated detection methods of shallow surface soil water content based on GPR signal level	242
Arctic Sea ice leads detected using sentinel-1B SAR image and their responses to atmosphere circulation and sea ice dynamics	234
Downscaling canopy photochemical reflectance index to leaf level by correcting for the soil effects	210
Multipeak retracking of radar altimetry waveforms over ice sheets	194
Comprehensive reassessment of Australia's land-surface phenology trends (1982–2022) using circular statistics and a harmonised NDVI dataset	189
Corrigendum to “Evaluating and mitigating the impact of systematic geolocation error on canopy height measurement performance of GEDI” [Remote Sensing of Environment, volume 291 (2023) 113571]	180
Corrigendum to “Evaluation of historic and new detection algorithms for different types of plastics over land and water from hyperspectral data and imagery” [Remote Sensing of Environemnt 298 (2023) 1	168
Deriving leaf-scale chlorophyll index (CIleaf) from canopy reflectance by correcting for the canopy multiple scattering based on spectral invariant theory	167
Prediction and interpretation of high-temperature heat damage risk zones in the Eastern Tibetan Transport Corridor based on a location-information-fusion convolution neural network	163
Estimation of intensity, footprint, and capacity of surface urban heat islands using a direction-enhanced adaptive synchronous extraction (DEASE) method	141
Automated detection and tracking of medium-large icebergs from Sentinel-1 imagery using Google Earth Engine	138
A parametric approach for global estimation of forest above-ground biomass with SMOS and SMAP L-band radiometer data	138
Entity-based image analysis: A new strategy to map rural settlements from Landsat images	136
A model based on spectral invariant theory for correcting topographic effects on vegetation canopy reflectance	128
Indices enhance biological soil crust mapping in sandy and desert lands	124
Spectral reflectance time series of four soils while drying from over-saturated to air-dry	118
Seasonality of vegetation greenness in Southeast Asia unveiled by geostationary satellite observations	116
Joint mapping of melt pond bathymetry and water volume on sea ice using optical remote sensing images and physical reflectance models	115
Identifying and quantifying greenhouse gas emissions with the AVIRIS-3 airborne imaging spectrometer	114
Filling gaps in cloudy Landsat LST product by spatial-temporal fusion of multi-scale data	113

True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis	112
A PSI targets characterization approach to interpreting surface displacement signals: A case study of the Shanghai metro tunnels	110
Generating high-resolution total canopy SIF emission from TROPOMI data: Algorithm and application	108
Thermal infrared reflectance characteristics of natural leaves in 8–14 μm region: Mechanistic modeling and relationships with leaf water content	108
Mapping the first dataset of global urban land uses with Sentinel-2 imagery and POI prompt	107
Estimating 1 km gridded daily air temperature using a spatially varying coefficient model with sign preservation	107
Characterization and prediction of InSAR-derived ground motion with ICA-assisted LSTM model	105
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin	104
Exploring spectral and phylogenetic diversity links with functional structure of aquatic plant communities	102
Towards global mapping of dynamic surface water extents using Sentinel-1 SAR data	101
Modeling the start of frozen dates with leaf senescence over Tibetan Plateau	101
Remote sensing applications for monitoring restoration outcomes in boreal forestry-drained peatlands - Reviewed applications and future potential	101
How have Florida's red tides changed from the 1970s to the 2000s? Assessment using CZCS and MODIS observations	99
Estimation of summer pan-Arctic ice draft from satellite passive microwave observations	96
Extracting flowering phenology from grassland species mixtures using time-lapse cameras	95
Recent change in ecosystem water use efficiency in China mainly dominated by vegetation greening and increased CO2	93
Correcting for the clumping effect in leaf area index calculations using one-dimensional fractal dimension	92
Eutrophication state in the Eastern China based on Landsat 35-year observations	91
Multi-source data analysis to assess the past and present kinematics of the Pisciotta Deep-Seated Gravitational Slope Deformation (southern Italy)	91
Monte Carlo uncertainty analysis from top-of-atmosphere reflectance to plant functional type distributions	90
Mechanism and algorithm for addressing the impact of multiple scattering on surface elevation extraction in photon-counting LiDAR data	90
Difference in seasonal peak timing of soybean far-red SIF and GPP explained by canopy structure and chlorophyll content	89
UrbanWatch: A 1-meter resolution land cover and land use database for 22 major cities in the United States	88
A deep learning model for incorporating temporal information in haze removal	87
Unsupervised object-based spectral unmixing for subpixel mapping	87
RSPECT: A PROSPECT-based model incorporating the real structure of rice leaves	87
An interpretable attention-based deep learning method for landslide prediction based on multi-temporal InSAR time series: A case study of Xinpu landslide in the TGRA	86
BESSv2.0: A satellite-based and coupled-process model for quantifying long-term global land–atmosphere fluxes	86
Satellite observations of water transparency from VIIRS in global aquatic ecosystems	84
Retrieving yearly forest growth from satellite data: A deep learning based approach	84
Field-scale dynamics of planting dates in the US Corn Belt from 2000 to 2020	84
Learning spectral-indices-fused deep models for time-series land use and land cover mapping in cloud-prone areas: The case of Pearl River Delta	83
Semantic segmentation of water bodies in very high-resolution satellite and aerial images	82
A novel global snow depth retrieval method considering snow metamorphism and forest influence	81
Smoke absorption retrieval algorithm using critical reflectance method with geostationary satellite over North America	81
STARS: A novel gap-filling method for SDGSAT-1 nighttime light imagery using spatiotemporal and spectral synergy	80
Assessing a soil-removed semi-empirical model for estimating leaf chlorophyll content	80
Predicting surface soil moisture of northern peatlands from hyper- and multispectral satellite data	80
Distinct contribution of the blue spectral region and far-red solar-induced fluorescence to needle nitrogen and phosphorus assessment in coniferous nutrient trials with hyperspectral imagery	79
Visualizing the pre-visual: Rice blast infection signals revealed	79
Net primary production in the Labrador Sea between 2014 and 2022 derived from ocean colour remote sensing based on ecological regimes	78
Edge effects on forest dynamics in China from 2000 to 2020: Evidence from satellite remote sensing	78
Machine learning-based generation of high-resolution 3D full-coverage aerosol distribution data over China using multisource data	78
Geodetic glacier mass balance in the Karakoram (2011–2019) from TanDEM-X: An InSAR DEM differencing framework	77
Editorial Board	77
Methodological considerations for studying spectral-plant diversity relationships	76
This is MATE: A Multiple scAttering correcTion rEtrieval algorithm for accurate lidar profiling of seawater optical properties	76
Leveraging Landsat-8/-9 underfly observations to evaluate consistency in reflectance products over aquatic environments	76
Editorial Board	75
PAGrid: A probabilistic area-weighted gridding method for seamless mapping of sentinel-3 swath data	75

Analyzing GOES-R ABI BRDF-adjusted EVI2 time series by comparing with VIIRS observations over the CONUS	75
Improving the combined use of reflectance and thermal channels for ocean and coastal cloud detection for the Sea and Land Surface Temperature Radiometer (SLSTR)	75
A new approach for 2-D and 3-D precise measurements of ground deformation from optimized registration and correlation of optical images and ICA-based filtering of image geometry artifacts	75
SDGSAT-1 nighttime light data improve village-scale built-up delineation	75
Towards accurate mapping of forest in tropical landscapes: A comparison of datasets on how forest transition matters	75
Predicting plant biomass and species richness in temperate grasslands across regions, time, and land management with remote sensing and deep learning	75
Coupling physical constraints with machine learning for satellite-derived evapotranspiration of the Tibetan Plateau	74
Reconstruction of long-term high-resolution lake variability: Algorithm improvement and applications in China	74
Distinguishing forest types in restored tropical landscapes with UAV-borne LIDAR	73
Leveraging additional VIIRS information to improve wildfire tracking in the western US	73
Spectral-temporal traits in Sentinel-1 C-band SAR and Sentinel-2 multispectral remote sensing time series for 61 tree species in Central Europe	73
Consistent metropolitan boundaries for the remote sensing of urban land	73
Mapping inundated bathymetry for estimating lake water storage changes from SRTM DEM: A global investigation	73
Extrapolation of electromagnetic pointing error corrections for Sentinel-1 Doppler currents from land areas to the open ocean	72
Towards an easy-to-use algorithm to estimate longwave cloud radiative forcing: algorithm development and preliminary evaluation	72
FoScenes: A high-fidelity, large-scale 3D forest plant area density product derived from open-access airborne lidar data	71
Benefits of fully focused SAR altimetry to coastal wave height estimates: A case study in the North Sea	69
Unoccupied aerial system (UAS) Structure-from-Motion canopy fuel parameters: Multisite area-based modelling across forests in California, USA	69
CloudS2Mask: A novel deep learning approach for improved cloud and cloud shadow masking in Sentinel-2 imagery	69
Spatio-Temporal reconstruction to fill spatial gaps in global satellite vegetation optical depth products	68
A generalized framework for drought monitoring across Central European grassland gradients with Sentinel-2 time series	68
Space-based assessment of NOx emissions from global oil and gas fields: Bridging the gap in current emission inventories	68
Evolution of geodetic mass balance over the largest lake-terminating glacier in the Tibetan Plateau with a revised radar penetration depth based on multi-source high-resolution satellite data	67
Editorial Board	67
Highest quality remote sensing reflectance database compiled from 20+ years of MODIS-aqua measurements	67
Deep learning solver unites SDGSAT-1 observations and Navier–Stokes theory for oceanic vortex streets	67
Leaf fall witnessed by night-time light: A first attempt to detect urban leaf fall dates using satellite nighttime light data	67
Monitoring volcanic CO2 flux by the remote sensing of vegetation on Mt. Etna, Italy	66
Geo-pedological controls on soil erosion vulnerability: A multi-parameter spatial analysis in diverse landscapes of Tamil Nadu, South India	65
Detection and characterization of coastal tidal wetland change in the northeastern US using Landsat time series	65
On the ambiguity removal of wind direction derived from space-borne SAR imagery using deep learning	65
A moisture-based triangle approach for estimating surface evaporative fraction with time-series of remotely sensed data	65
Corrigendum to “Characterizing satellite-derived freeze/thaw regimes through spatial and temporal clustering for the identification of growing season constraints on vegetation productivity” [Remote Se	65
Evaluating the performance of airborne and spaceborne lidar for mapping biomass in the United States' largest dry woodland ecosystem	64
NRT-GSF: A novel near-real-time ground-satellite fusion algorithm to retrieve daily green area index at field scale	64
Phytoplankton composition from sPACE: Requirements, opportunities, and challenges	64
Novel algorithms for pair and pixel selection and atmospheric error correction in multitemporal InSAR	64
Ozone profiles without blind area retrieved from MAX-DOAS measurements and comprehensive validation with multi-platform observations	63
A new Multivariate Drought Severity Index to identify short-term hydrological signals: case study of the Amazon River basin	63
Transfer learning in environmental remote sensing	63
Estimating river discharge across scales with a novel regional gauging method driven by Sentinel satellite data	63
Mountain snow depth retrievals from customized processing of ICESat-2 satellite laser altimetry	63
Downslope solifluction movements and permafrost degradation in the northeastern Qinghai-Tibetan Plateau revealed by InSAR	62
Editorial Board	62
An adaptive spatiotemporal tensor reconstruction method for GIMMS-3g+ NDVI	62
Editorial Board	62
Assessment of EOS-07 MHS satellite observations and retrieval of specific humidity profiles using a random forest-based algorithm	62
Tracking states and transitions in semiarid rangelands: A spatiotemporal archetypal analysis of productivity dynamics using wavelets	62
Impact of vegetation phenology on anisotropy of artificial light at night - Evidence from multi-angle satellite observations	61
Mapping large-scale pantropical forest canopy height by integrating GEDI lidar and TanDEM-X InSAR data	61
First TanSat CO2 retrieval over land and ocean using both nadir and glint spectroscopy	61
Modeling diurnal gross primary production in East Asia using Himawari-8/9 geostationary satellite data	61
Bridging the thermal gap: Generating 10 m, 3-day land surface temperature via Landsat–Sentinel-2 fusion	61
Practical recommendations and limitations for pushbroom hyperspectral imaging of tree stems	61
Retrieving forest LAI from Landsat via 3D look-up table generated by realistic LiDAR scenes	61
Examining CNN terrain model for TanDEM-X DEMs using ICESat-2 data in Southeastern United States	61
Hedgerow mapping with high resolution satellite imagery to support policy initiatives at national level	61
Bridging the gap between airborne and spaceborne imaging spectroscopy for mountain glacier surface property retrievals	60
First lunar-light mapping of nighttime dust season oceanic aerosol optical depth over North Atlantic from space	60
Tropical cyclone signatures in SAR ocean radial Doppler Velocity	60
Generating 5 km resolution 1981–2018 daily global land surface longwave radiation products from AVHRR shortwave and longwave observations using densely connected convolutional neural networks	60
Retrieving bbp and POC from CALIOP: A deep neural network approach	60
User and data-centric artificial intelligence for mapping and benchmarking urban deprivation for a global sample of cities	60
Identification and evaluation of nighttime light pollution in residential gathering area of megacities based on SDGSAT-1 glimmer imagery	59
Remotely sensed habitat diversity predicts species diversity on coral reefs	59
Upscaling eddy covariance measurements of carbon and water fluxes to the continental scale by incorporating GEDI-derived canopy structural complexity metrics	59
Exploring global dark sky quality and potential dark sky park site selection: Integrating multi-source spatial data with random forest model	59
An advanced soil organic carbon content prediction model via fused temporal-spatial-spectral (TSS) information based on machine learning and deep learning algorithms	59
An atmospheric influence correction method for longwave radiation-based in-situ land surface temperature	59
A hyperspectral view of the nearshore Mississippi River Delta: Characterizing suspended particles in coastal wetlands using imaging spectroscopy	59
Deriving anisotropic correction for upwelling radiance from PACE's multi-angle polarimetry	59
Fractional cover mapping of wildland-urban interface fuels using Landsat, Sentinel 1 and PALSAR imagery	58
The 21 July 2020 Shaziba landslide in China: Results from multi-source satellite remote sensing	58
Formalizing aeolian morphometry: Object-based topographic mapping of White Sands dunes	58
Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression	58
Changes in GEDI-based measures of forest structure after large California wildfires relative to pre-fire conditions	56
Coupling ecological concepts with an ocean-colour model: Phytoplankton size structure	56
European forest disturbance alerting using Sentinel-1	56
An optimal sequential physical retrieval system for retrieving high-accuracy diurnal atmospheric gases from FY-4B/GIIRS: Theory, algorithm and evaluation	56
Lighting characteristics of public space in urban functional areas based on SDGSAT-1 glimmer imagery:A case study in Beijing, China	56

Long-term ice mass changes in Greenland and Antarctica derived from satellite laser ranging	56
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	56
Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches	56
Refined InSAR tropospheric delay correction for wide-area landslide identification and monitoring	56
Co-registration accuracy between Landsat-8 and Sentinel-2 orthorectified products	55
An integrated method for angular and temporal reconstruction of land surface temperatures	55
ESTIMET: Enhanced and Spatial-Temporal Improvement of MODIS EvapoTranspiration algorithm for all sky conditions in tropical biomes	55
Improve topographic LiDAR point cloud interpolation accuracy with geodesic distance	55
Modeling saline soil complex permittivity from bound-water microphysics: Laboratory validation at L-/C-bands	55
Accurate mean wave period from SWIM instrument on-board CFOSAT	55
Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning	55
Editorial Board	54
Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks	54
Editorial Board	54
Impact of microwave observations on the estimation of Arctic sea surface temperatures	54
Editorial Board	54
Validation of the hot-spot model with terrestrial laser scanning	53
Inter-comparison of melt pond products from optical satellite imagery	53
S2Coast-2023: The first global 10-meter resolution coastline dataset derived from enhanced Sentinel-2 composite imagery using Google Earth Engine	53
CascadeDumpNet: Enhancing open dumpsite detection through deep learning and AutoML integrated dual-stage approach using high-resolution satellite imagery	53
Exploring the potential of Aeolus lidar mission for ocean color applications	53
Remote sensing of dissolved CO2 concentrations in meso-eutrophic lakes using Sentinel-3 imagery	52
Retrieving fine-scale leaf and soil spectral properties from canopy reflectance with differentiable 3D radiative transfer	52
Characterization of Tajogaite volcanic plumes detected over the Iberian Peninsula from a set of satellite and ground-based remote sensing instrumentation	52
Improving retrieval of leaf chlorophyll content from Sentinel-2 and Landsat-7/8 imagery by correcting for canopy structural effects	52
Microvibration detection and compensation for SDGSAT-1 based on line-by-line bundle adjustment	52
A physics-based AI algorithm integrating radiative transfer and machine learning for joint retrieval of aerosol layer height and optical thickness from hyperspectral satellite observations over the oc	52
The retrieval of aerosol optical properties based on a random forest machine learning approach: Exploration of geostationary satellite images	52
Bushfire recovery at a long-term tall eucalypt flux site through the lens of a satellite: Combining multi-scale data for structural-functional insight	52
Multimodal aircraft flight altitude inversion from SDGSAT-1 thermal infrared data	51
Mapping urban construction sites in China through geospatial data fusion: Methods and applications	51
AeroTrans: Hourly AOD retrieval over land from MSG-1/SEVIRI imagery integrating Transformer and transfer learning	51
Burned area detection and mapping using time series Sentinel-2 multispectral images	51
Remote sensing of diverse urban environments: From the single city to multiple cities	51
Hidden becomes clear: Optical remote sensing of vegetation reveals water table dynamics in northern peatlands	51
Establishing the global isoscape of leaf carbon in C3 plants through the integrations of remote sensing, carbon, geographic, and physiological information	51
A full-level fused cross-task transfer learning method for building change detection using noise-robust pretrained networks on crowdsourced labels	51
Characterizing dynamics of built-up height in China from 2005 to 2020 based on GEDI, Landsat, and PALSAR data	51
Mapping center pivot irrigation systems in global arid regions using instance segmentation and analyzing their spatial relationship with freshwater resources	51
Rainfall-caused water film on canopy surface biases remotely-sensed vegetation greenness	51
Urbanization-induced spatial and temporal patterns of local drought revealed by high-resolution fused remotely sensed datasets	50
Machine learning forecast of surface solar irradiance from meteo satellite data	50
Uncertainty quantification for forest attribute maps with conformal prediction and 50
High-frequency time series comparison of Sentinel-1 and Sentinel-2 satellites for mapping open and vegetated water across the United States (2017–2021)	50
A deep learning method for generating gap-free FAPAR time series from Landsat data	49
Geospatial big data-driven roof greening priority and benefit assessment in Hong Kong	49
Phase unwrapping of SAR interferogram from modified U-net via training data simulation and network structure optimization	49
A linear structure-constrained denoising method for enhancing SDGSAT-1 GLI data	49
Integrating classifier transfer and sample transfer strategies for in-season crop mapping based on sample weighting technique	49
Knowledge-guided graph machine learning improves corn yield mapping in the U.S. Midwest	49
Low-amplitude brittle deformations revealed by UAV surveys in alluvial fans along the northwest coast of Lake Baikal: Neotectonic significance and geological hazards	49
Quantifying the sensitivity of L-Band SAR to a decade of vegetation structure changes in savannas	49
Cloud removal in remote sensing images using the G2R framework and SSMamba	49
Understanding temperature variations in mountainous regions: The relationship between satellite-derived land surface temperature and in situ near-surface air temperature	49
Accurate reconstruction of satellite-derived SST under cloud and cloud-free areas using a physically-informed machine learning approach	48
A river runs through it: Robust automated mapping of riparian woodlands and land surface phenology across dryland regions	48
A global-scale intercomparison of Triple Collocation Analysis- and ground-based soil moisture time-variant errors derived from different rescaling techniques	48
Pakistan's 2022 floods: Spatial distribution, causes and future trends from Sentinel-1 SAR observations	48
How much inundation occurs in the Amazon River basin?	48
Statistical uncertainty analysis-based precipitation merging (SUPER): A new framework for improved global precipitation estimation	48
Canopy height estimation from PlanetScope time series with spatio-temporal deep learning	48
Non-destructive estimation of individual tree biomass: Allometric models, terrestrial and UAV laser scanning	48
Spatial-temporal evolution of landslides spanning the impoundment of Baihetan mega hydropower project revealed by satellite radar interferometry	48
Estimate of daytime single-layer cloud base height from advanced baseline imager measurements	48
Mapping fine-scale building heights in urban agglomeration with spaceborne lidar	48
Integrating InSAR and non-rigid optical pixel offsets to explore the kinematic behaviors of the Lanuza complex landslide	47
3D radiative transfer modeling of structurally complex forest canopies through a lightweight boundary-based description of leaf clusters	47
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar	47
Arctic and Antarctic Surface Temperatures from AVHRR thermal Infrared satellite sensors 1982–2023	47
The many shades of red tides: Sentinel-2 optical types of highly-concentrated harmful algal blooms	47
Quantify and account for field reference errors in forest remote sensing studies	47
Nonlinear effects of surface soil moisture changes on vegetation greenness over the Tibetan plateau	47
Continuity between NASA MODIS Collection 6.1 and VIIRS Collection 2 land products	47
Satellite canopy water content from Sentinel-2, Landsat-8 and MODIS: Principle, algorithm and assessment	47
Editorial Board	46
Editorial Board	46
Relevance of earth observations of essential climate variables in wildfire adaptation	46
A robust and flexible satellite aerosol retrieval algorithm for multi-angle polarimetric measurements with physics-informed deep learning method	46
Modeling, prediction, and retrieval of surface soil moisture from InSAR closure phase	46
Conjugating remotely sensed data assimilation and model-assisted estimation for efficient multivariate forest inventory	46
Estimating the upper depth of subsurface water on the Greenland Ice Sheet using multi-frequency passive microwave remote sensing, radiative transfer modeling, and machine learning	46
How to consider the effects of time of day, beam strength, and snow cover in ICESat-2 based estimation of boreal forest biomass?	46
Improvements of AI-driven emission estimation for point sources applied to high resolution 2-D methane-plume imagery	46
Editorial Board	46
A low-cost passive corner reflector design for SAR and InSAR applications	46
On the sensitivity of SAR C- and L-band dual-polarized data for detection of early deforestation in the tropics	45
The relationship between spectral and integrated sun-induced chlorophyll fluorescence and its implication for photosynthesis estimation using fluorescence observations	45
Fine-scale poverty estimation by integrating SDGSAT-1 glimmer images and urban functional zoning data	45
Unveiling coastal change across the Arctic with full Landsat collections and data fusion	45
Spatial assessment of snow grain size from airborne lidar reflectance against coincident imaging spectroscopy retrievals	45
A remote sensing model for coral recruitment habitat	44
Uncertainty estimates in the NISAR high-resolution soil moisture retrievals from multi-scale algorithm	44
A multi-frame deformation velocity splicing method for wide-area InSAR measurement based on uncontrolled block adjustment: A case study of long-term deformation monitoring in Guangdong, China	44
Mitigating the directional retrieval error of solar-induced chlorophyll fluorescence in the red band	44
Tracking the source direction of surface mass loads using vertical and horizontal displacements from satellite geodesy: A case study of the inter-annual fluctuations in the water level in the Great La	44