Remote Sensing of Environment

Article	Citations
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	594
Multi-source data analysis to assess the past and present kinematics of the Pisciotta Deep-Seated Gravitational Slope Deformation (southern Italy)	499
Exploring spectral and phylogenetic diversity links with functional structure of aquatic plant communities	349
Examining partial-column density retrieval of lower-tropospheric CO2 from GOSAT target observations over global megacities	268
Field-scale dynamics of planting dates in the US Corn Belt from 2000 to 2020	255
Study on automated detection methods of shallow surface soil water content based on GPR signal level	255
Arctic Sea ice leads detected using sentinel-1B SAR image and their responses to atmosphere circulation and sea ice dynamics	235
Editorial Board	225
Editorial Board	206
In-season crop progress in unsurveyed regions using networks trained on synthetic data	185
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]	185
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	173
Joint mapping of melt pond bathymetry and water volume on sea ice using optical remote sensing images and physical reflectance models	164
Comprehensive reassessment of Australia's land-surface phenology trends (1982–2022) using circular statistics and a harmonised NDVI dataset	158
Difference in seasonal peak timing of soybean far-red SIF and GPP explained by canopy structure and chlorophyll content	153
A parametric approach for global estimation of forest above-ground biomass with SMOS and SMAP L-band radiometer data	137
A model based on spectral invariant theory for correcting topographic effects on vegetation canopy reflectance	135
Identifying and quantifying greenhouse gas emissions with the AVIRIS-3 airborne imaging spectrometer	135
Thermal infrared reflectance characteristics of natural leaves in 8–14 μm region: Mechanistic modeling and relationships with leaf water content	135
A novel identification method for unrevealed mesoscale eddies with transient and weak features-Capricorn Eddies as an example	126
Seasonality of vegetation greenness in Southeast Asia unveiled by geostationary satellite observations	119
RSPECT: A PROSPECT-based model incorporating the real structure of rice leaves	115
3D Monte Carlo surface-atmosphere radiative transfer modelling with DART	112
Multipeak retracking of radar altimetry waveforms over ice sheets	111
Deriving leaf-scale chlorophyll index (CIleaf) from canopy reflectance by correcting for the canopy multiple scattering based on spectral invariant theory	111

A PSI targets characterization approach to interpreting surface displacement signals: A case study of the Shanghai metro tunnels	109
Downscaling canopy photochemical reflectance index to leaf level by correcting for the soil effects	109
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	106
Generating high-resolution total canopy SIF emission from TROPOMI data: Algorithm and application	105
Automated detection and tracking of medium-large icebergs from Sentinel-1 imagery using Google Earth Engine	105
Estimation of intensity, footprint, and capacity of surface urban heat islands using a direction-enhanced adaptive synchronous extraction (DEASE) method	105
Entity-based image analysis: A new strategy to map rural settlements from Landsat images	105
Satellite observations of water transparency from VIIRS in global aquatic ecosystems	104
Indices enhance biological soil crust mapping in sandy and desert lands	100
True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis	99
Spectral reflectance time series of four soils while drying from over-saturated to air-dry	99
UrbanWatch: A 1-meter resolution land cover and land use database for 22 major cities in the United States	99
Semantic segmentation of water bodies in very high-resolution satellite and aerial images	97
Correcting for the clumping effect in leaf area index calculations using one-dimensional fractal dimension	97
Mapping the first dataset of global urban land uses with Sentinel-2 imagery and POI prompt	97
Characterization and prediction of InSAR-derived ground motion with ICA-assisted LSTM model	95
BESSv2.0: A satellite-based and coupled-process model for quantifying long-term global land–atmosphere fluxes	93
Estimating 1 km gridded daily air temperature using a spatially varying coefficient model with sign preservation	92
Retrieving yearly forest growth from satellite data: A deep learning based approach	90
Monte Carlo uncertainty analysis from top-of-atmosphere reflectance to plant functional type distributions	89
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin	88
Eutrophication state in the Eastern China based on Landsat 35-year observations	87
Modeling the start of frozen dates with leaf senescence over Tibetan Plateau	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
Mechanism and algorithm for addressing the impact of multiple scattering on surface elevation extraction in photon-counting LiDAR data	85
Remote sensing applications for monitoring restoration outcomes in boreal forestry-drained peatlands - Reviewed applications and future potential	85
Unsupervised object-based spectral unmixing for subpixel mapping	85
Towards global mapping of dynamic surface water extents using Sentinel-1 SAR data	85
How have Florida's red tides changed from the 1970s to the 2000s? Assessment using CZCS and MODIS observations	84
Recent change in ecosystem water use efficiency in China mainly dominated by vegetation greening and increased CO2	84
Extracting flowering phenology from grassland species mixtures using time-lapse cameras	83
Estimation of summer pan-Arctic ice draft from satellite passive microwave observations	83
Filling gaps in cloudy Landsat LST product by spatial-temporal fusion of multi-scale data	82
A deep learning model for incorporating temporal information in haze removal	82
Smoke absorption retrieval algorithm using critical reflectance method with geostationary satellite over North America	80
Highest quality remote sensing reflectance database compiled from 20+ years of MODIS-aqua measurements	79
Leveraging Landsat-8/-9 underfly observations to evaluate consistency in reflectance products over aquatic environments	79
Methodological considerations for studying spectral-plant diversity relationships	79
Leaf fall witnessed by night-time light: A first attempt to detect urban leaf fall dates using satellite nighttime light data	79
Editorial Board	79
Predicting plant biomass and species richness in temperate grasslands across regions, time, and land management with remote sensing and deep learning	78
Coupling physical constraints with machine learning for satellite-derived evapotranspiration of the Tibetan Plateau	78
Edge effects on forest dynamics in China from 2000 to 2020: Evidence from satellite remote sensing	77
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	76
Machine learning-based generation of high-resolution 3D full-coverage aerosol distribution data over China using multisource data	76
Mountain snow depth retrievals from customized processing of ICESat-2 satellite laser altimetry	76
Improving the combined use of reflectance and thermal channels for ocean and coastal cloud detection for the Sea and Land Surface Temperature Radiometer (SLSTR)	76
Editorial Board	75
Benefits of fully focused SAR altimetry to coastal wave height estimates: A case study in the North Sea	75
Monitoring volcanic CO2 flux by the remote sensing of vegetation on Mt. Etna, Italy	75

On the ambiguity removal of wind direction derived from space-borne SAR imagery using deep learning	74
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	74
NRT-GSF: A novel near-real-time ground-satellite fusion algorithm to retrieve daily green area index at field scale	73
Phytoplankton composition from sPACE: Requirements, opportunities, and challenges	73
Geo-pedological controls on soil erosion vulnerability: A multi-parameter spatial analysis in diverse landscapes of Tamil Nadu, South India	73
CloudS2Mask: A novel deep learning approach for improved cloud and cloud shadow masking in Sentinel-2 imagery	73
PAGrid: A probabilistic area-weighted gridding method for seamless mapping of sentinel-3 swath data	73
Reconstruction of long-term high-resolution lake variability: Algorithm improvement and applications in China	73
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	73
STARS: A novel gap-filling method for SDGSAT-1 nighttime light imagery using spatiotemporal and spectral synergy	72
A novel global snow depth retrieval method considering snow metamorphism and forest influence	72
Assessing a soil-removed semi-empirical model for estimating leaf chlorophyll content	72
Predicting surface soil moisture of northern peatlands from hyper- and multispectral satellite data	72
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	71
Novel algorithms for pair and pixel selection and atmospheric error correction in multitemporal InSAR	71
An adaptive spatiotemporal tensor reconstruction method for GIMMS-3g+ NDVI	70
Spectral-temporal traits in Sentinel-1 C-band SAR and Sentinel-2 multispectral remote sensing time series for 61 tree species in Central Europe	69
Visualizing the pre-visual: Rice blast infection signals revealed	69
Towards accurate mapping of forest in tropical landscapes: A comparison of datasets on how forest transition matters	69
Net primary production in the Labrador Sea between 2014 and 2022 derived from ocean colour remote sensing based on ecological regimes	69
Geodetic glacier mass balance in the Karakoram (2011–2019) from TanDEM-X: An InSAR DEM differencing framework	68
Analyzing GOES-R ABI BRDF-adjusted EVI2 time series by comparing with VIIRS observations over the CONUS	67
Editorial Board	67
Estimating river discharge across scales with a novel regional gauging method driven by Sentinel satellite data	66
Deep learning solver unites SDGSAT-1 observations and Navier–Stokes theory for oceanic vortex streets	66
Spatio-Temporal reconstruction to fill spatial gaps in global satellite vegetation optical depth products	66
Space-based assessment of NOx emissions from global oil and gas fields: Bridging the gap in current emission inventories	66
A moisture-based triangle approach for estimating surface evaporative fraction with time-series of remotely sensed data	66
Ozone profiles without blind area retrieved from MAX-DOAS measurements and comprehensive validation with multi-platform observations	66
Consistent metropolitan boundaries for the remote sensing of urban land	65
A generalized framework for drought monitoring across Central European grassland gradients with Sentinel-2 time series	65
Unoccupied aerial system (UAS) Structure-from-Motion canopy fuel parameters: Multisite area-based modelling across forests in California, USA	65
Detection and characterization of coastal tidal wetland change in the northeastern US using Landsat time series	64
SDGSAT-1 nighttime light data improve village-scale built-up delineation	64
Evaluating the performance of airborne and spaceborne lidar for mapping biomass in the United States' largest dry woodland ecosystem	63
Leveraging additional VIIRS information to improve wildfire tracking in the western US	63
This is MATE: A Multiple scAttering correcTion rEtrieval algorithm for accurate lidar profiling of seawater optical properties	62
FoScenes: A high-fidelity, large-scale 3D forest plant area density product derived from open-access airborne lidar data	62
Distinguishing forest types in restored tropical landscapes with UAV-borne LIDAR	62
Transfer learning in environmental remote sensing	62
A new Multivariate Drought Severity Index to identify short-term hydrological signals: case study of the Amazon River basin	62
Mapping inundated bathymetry for estimating lake water storage changes from SRTM DEM: A global investigation	62
Towards an easy-to-use algorithm to estimate longwave cloud radiative forcing: algorithm development and preliminary evaluation	62
Lighting characteristics of public space in urban functional areas based on SDGSAT-1 glimmer imagery:A case study in Beijing, China	61
Extrapolation of electromagnetic pointing error corrections for Sentinel-1 Doppler currents from land areas to the open ocean	61
Downslope solifluction movements and permafrost degradation in the northeastern Qinghai-Tibetan Plateau revealed by InSAR	61
An optimal sequential physical retrieval system for retrieving high-accuracy diurnal atmospheric gases from FY-4B/GIIRS: Theory, algorithm and evaluation	61
Improve topographic LiDAR point cloud interpolation accuracy with geodesic distance	60
Editorial Board	60
Accurate mean wave period from SWIM instrument on-board CFOSAT	60
Practical recommendations and limitations for pushbroom hyperspectral imaging of tree stems	60
Assessment of EOS-07 MHS satellite observations and retrieval of specific humidity profiles using a random forest-based algorithm	60
Tracking states and transitions in semiarid rangelands: A spatiotemporal archetypal analysis of productivity dynamics using wavelets	60
Editorial Board	60
Long-term ice mass changes in Greenland and Antarctica derived from satellite laser ranging	59
The 21 July 2020 Shaziba landslide in China: Results from multi-source satellite remote sensing	59
First TanSat CO2 retrieval over land and ocean using both nadir and glint spectroscopy	59
Mapping large-scale pantropical forest canopy height by integrating GEDI lidar and TanDEM-X InSAR data	59
Hedgerow mapping with high resolution satellite imagery to support policy initiatives at national level	59
Examining CNN terrain model for TanDEM-X DEMs using ICESat-2 data in Southeastern United States	59
Bridging the thermal gap: Generating 10 m, 3-day land surface temperature via Landsat–Sentinel-2 fusion	59
Remotely sensed habitat diversity predicts species diversity on coral reefs	59
Modeling diurnal gross primary production in East Asia using Himawari-8/9 geostationary satellite data	58
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	58
Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression	58
Impact of vegetation phenology on anisotropy of artificial light at night - Evidence from multi-angle satellite observations	58
An integrated method for angular and temporal reconstruction of land surface temperatures	58
Retrieving forest LAI from Landsat via 3D look-up table generated by realistic LiDAR scenes	58
Coupling ecological concepts with an ocean-colour model: Phytoplankton size structure	57
An atmospheric influence correction method for longwave radiation-based in-situ land surface temperature	57
ESTIMET: Enhanced and Spatial-Temporal Improvement of MODIS EvapoTranspiration algorithm for all sky conditions in tropical biomes	57
Upscaling eddy covariance measurements of carbon and water fluxes to the continental scale by incorporating GEDI-derived canopy structural complexity metrics	57
Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches	57
Deriving anisotropic correction for upwelling radiance from PACE's multi-angle polarimetry	57
Fractional cover mapping of wildland-urban interface fuels using Landsat, Sentinel 1 and PALSAR imagery	56
An advanced soil organic carbon content prediction model via fused temporal-spatial-spectral (TSS) information based on machine learning and deep learning algorithms	56
Formalizing aeolian morphometry: Object-based topographic mapping of White Sands dunes	56
Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning	56
Changes in GEDI-based measures of forest structure after large California wildfires relative to pre-fire conditions	56
Refined InSAR tropospheric delay correction for wide-area landslide identification and monitoring	55

Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks	55
Identification and evaluation of nighttime light pollution in residential gathering area of megacities based on SDGSAT-1 glimmer imagery	55
Bridging the gap between airborne and spaceborne imaging spectroscopy for mountain glacier surface property retrievals	55
A hyperspectral view of the nearshore Mississippi River Delta: Characterizing suspended particles in coastal wetlands using imaging spectroscopy	55
Exploring global dark sky quality and potential dark sky park site selection: Integrating multi-source spatial data with random forest model	55
Co-registration accuracy between Landsat-8 and Sentinel-2 orthorectified products	55
European forest disturbance alerting using Sentinel-1	54
Tropical cyclone signatures in SAR ocean radial Doppler Velocity	54
User and data-centric artificial intelligence for mapping and benchmarking urban deprivation for a global sample of cities	54
Retrieving bbp and POC from CALIOP: A deep neural network approach	54
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	54
First lunar-light mapping of nighttime dust season oceanic aerosol optical depth over North Atlantic from space	54
Editorial Board	53
Impact of microwave observations on the estimation of Arctic sea surface temperatures	53
Editorial Board	53
Editorial Board	53
A river runs through it: Robust automated mapping of riparian woodlands and land surface phenology across dryland regions	53
Retrieving fine-scale leaf and soil spectral properties from canopy reflectance with differentiable 3D radiative transfer	52
Establishing the global isoscape of leaf carbon in C3 plants through the integrations of remote sensing, carbon, geographic, and physiological information	52
CascadeDumpNet: Enhancing open dumpsite detection through deep learning and AutoML integrated dual-stage approach using high-resolution satellite imagery	52
S2Coast-2023: The first global 10-meter resolution coastline dataset derived from enhanced Sentinel-2 composite imagery using Google Earth Engine	52
Canopy height estimation from PlanetScope time series with spatio-temporal deep learning	52
Knowledge-guided graph machine learning improves corn yield mapping in the U.S. Midwest	52
Multimodal aircraft flight altitude inversion from SDGSAT-1 thermal infrared data	52
How much inundation occurs in the Amazon River basin?	52
Validation of the hot-spot model with terrestrial laser scanning	51
3D radiative transfer modeling of structurally complex forest canopies through a lightweight boundary-based description of leaf clusters	51
Low-amplitude brittle deformations revealed by UAV surveys in alluvial fans along the northwest coast of Lake Baikal: Neotectonic significance and geological hazards	51
Quantifying the sensitivity of L-Band SAR to a decade of vegetation structure changes in savannas	51
Rainfall-caused water film on canopy surface biases remotely-sensed vegetation greenness	51
Improving retrieval of leaf chlorophyll content from Sentinel-2 and Landsat-7/8 imagery by correcting for canopy structural effects	51
Exploring the potential of Aeolus lidar mission for ocean color applications	51
Inter-comparison of melt pond products from optical satellite imagery	51
Remote sensing of dissolved CO2 concentrations in meso-eutrophic lakes using Sentinel-3 imagery	51
Non-destructive estimation of individual tree biomass: Allometric models, terrestrial and UAV laser scanning	51
Understanding temperature variations in mountainous regions: The relationship between satellite-derived land surface temperature and in situ near-surface air temperature	50
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	50
Microvibration detection and compensation for SDGSAT-1 based on line-by-line bundle adjustment	50
Characterization of Tajogaite volcanic plumes detected over the Iberian Peninsula from a set of satellite and ground-based remote sensing instrumentation	50
The retrieval of aerosol optical properties based on a random forest machine learning approach: Exploration of geostationary satellite images	50
Bushfire recovery at a long-term tall eucalypt flux site through the lens of a satellite: Combining multi-scale data for structural-functional insight	50
Integrating classifier transfer and sample transfer strategies for in-season crop mapping based on sample weighting technique	49
Burned area detection and mapping using time series Sentinel-2 multispectral images	49
Arctic and Antarctic Surface Temperatures from AVHRR thermal Infrared satellite sensors 1982–2023	49
Estimate of daytime single-layer cloud base height from advanced baseline imager measurements	49
Nonlinear effects of surface soil moisture changes on vegetation greenness over the Tibetan plateau	49
Pakistan's 2022 floods: Spatial distribution, causes and future trends from Sentinel-1 SAR observations	49
A deep learning method for generating gap-free FAPAR time series from Landsat data	49
Mapping fine-scale building heights in urban agglomeration with spaceborne lidar	49
Mapping center pivot irrigation systems in global arid regions using instance segmentation and analyzing their spatial relationship with freshwater resources	48
Quantify and account for field reference errors in forest remote sensing studies	48
Integrating InSAR and non-rigid optical pixel offsets to explore the kinematic behaviors of the Lanuza complex landslide	48
Geospatial big data-driven roof greening priority and benefit assessment in Hong Kong	48
The many shades of red tides: Sentinel-2 optical types of highly-concentrated harmful algal blooms	48
Satellite canopy water content from Sentinel-2, Landsat-8 and MODIS: Principle, algorithm and assessment	48
High-frequency time series comparison of Sentinel-1 and Sentinel-2 satellites for mapping open and vegetated water across the United States (2017–2021)	48
Mapping urban construction sites in China through geospatial data fusion: Methods and applications	48
A global-scale intercomparison of Triple Collocation Analysis- and ground-based soil moisture time-variant errors derived from different rescaling techniques	48
Characterizing dynamics of built-up height in China from 2005 to 2020 based on GEDI, Landsat, and PALSAR data	48
AeroTrans: Hourly AOD retrieval over land from MSG-1/SEVIRI imagery integrating Transformer and transfer learning	47
Hidden becomes clear: Optical remote sensing of vegetation reveals water table dynamics in northern peatlands	47
Continuity between NASA MODIS Collection 6.1 and VIIRS Collection 2 land products	47
Machine learning forecast of surface solar irradiance from meteo satellite data	47
Urbanization-induced spatial and temporal patterns of local drought revealed by high-resolution fused remotely sensed datasets	47
Remote sensing of diverse urban environments: From the single city to multiple cities	47
Uncertainty quantification for forest attribute maps with conformal prediction and 47
Spatial-temporal evolution of landslides spanning the impoundment of Baihetan mega hydropower project revealed by satellite radar interferometry	47
Cloud removal in remote sensing images using the G2R framework and SSMamba	46
Statistical uncertainty analysis-based precipitation merging (SUPER): A new framework for improved global precipitation estimation	46
Improved assessment of post-fire recovery trajectory of forests in Amazon's protected areas	46
Phase unwrapping of SAR interferogram from modified U-net via training data simulation and network structure optimization	46
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar	46
Revolutionizing crop phenotyping: Enhanced UAV LiDAR flight parameter optimization for wide-narrow row cultivation	46
Accurate reconstruction of satellite-derived SST under cloud and cloud-free areas using a physically-informed machine learning approach	46
A full-level fused cross-task transfer learning method for building change detection using noise-robust pretrained networks on crowdsourced labels	46
Modeling, prediction, and retrieval of surface soil moisture from InSAR closure phase	46
Editorial Board	46
Topographic controls on active microwave behavior of mountain snowpacks	45
Relevance of earth observations of essential climate variables in wildfire adaptation	45
How to consider the effects of time of day, beam strength, and snow cover in ICESat-2 based estimation of boreal forest biomass?	45
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	45
Improvements of AI-driven emission estimation for point sources applied to high resolution 2-D methane-plume imagery	45
Editorial Board	45
Conjugating remotely sensed data assimilation and model-assisted estimation for efficient multivariate forest inventory	45
Editorial Board	45
Detection of wet snow in the Arctic tundra from time-series fully-polarimetric RADARSAT-2 images	45
Fine-scale poverty estimation by integrating SDGSAT-1 glimmer images and urban functional zoning data	44
Transformation of aquatic vegetation in Chinese lakes from 1988 to 2023	44
Mapping forest canopy fuel parameters at European scale using spaceborne LiDAR and satellite data	44
A low-cost passive corner reflector design for SAR and InSAR applications	44
Improved tropical deep convective cloud detection using MODIS observations with an active sensor trained machine learning algorithm	44
Spatial assessment of snow grain size from airborne lidar reflectance against coincident imaging spectroscopy retrievals	44
Remote sensing of tropical forest recovery: A review and decision-support framework for multi-sensor integration	44
Where is tea grown in the world: A robust mapping framework for agroforestry crop with knowledge graph and sentinels images	44
A robust and flexible satellite aerosol retrieval algorithm for multi-angle polarimetric measurements with physics-informed deep learning method	44