Remote Sensing of Environment

Article	Citations
Multipeak retracking of radar altimetry waveforms over ice sheets	500
Study on automated detection methods of shallow surface soil water content based on GPR signal level	450
Monte Carlo uncertainty analysis from top-of-atmosphere reflectance to plant functional type distributions	449
Editorial Board	330
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	313
Editorial Board	291
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]	280
Exploring spectral and phylogenetic diversity links with functional structure of aquatic plant communities	274
Mechanism and algorithm for addressing the impact of multiple scattering on surface elevation extraction in photon-counting LiDAR data	219
A parametric approach for global estimation of forest above-ground biomass with SMOS and SMAP L-band radiometer data	216
Correcting for the clumping effect in leaf area index calculations using one-dimensional fractal dimension	210
Retrieving yearly forest growth from satellite data: A deep learning based approach	208
Evaluating urban methane emissions from space using TROPOMI methane and carbon monoxide observations	201
Joint mapping of melt pond bathymetry and water volume on sea ice using optical remote sensing images and physical reflectance models	199
Estimating 1 km gridded daily air temperature using a spatially varying coefficient model with sign preservation	194
Identifying and quantifying greenhouse gas emissions with the AVIRIS-3 airborne imaging spectrometer	185
Deriving leaf-scale chlorophyll index (CIleaf) from canopy reflectance by correcting for the canopy multiple scattering based on spectral invariant theory	185
Seasonality of vegetation greenness in Southeast Asia unveiled by geostationary satellite observations	183
Entity-based image analysis: A new strategy to map rural settlements from Landsat images	165
Thermal infrared reflectance characteristics of natural leaves in 8–14 μm region: Mechanistic modeling and relationships with leaf water content	164
Difference in seasonal peak timing of soybean far-red SIF and GPP explained by canopy structure and chlorophyll content	156
Arctic Sea ice leads detected using sentinel-1B SAR image and their responses to atmosphere circulation and sea ice dynamics	144
Estimation of intensity, footprint, and capacity of surface urban heat islands using a direction-enhanced adaptive synchronous extraction (DEASE) method	141
3D Monte Carlo surface-atmosphere radiative transfer modelling with DART	136
Remote sensing applications for monitoring restoration outcomes in boreal forestry-drained peatlands - Reviewed applications and future potential	135

In-season crop progress in unsurveyed regions using networks trained on synthetic data	134
UrbanWatch: A 1-meter resolution land cover and land use database for 22 major cities in the United States	128
Examining partial-column density retrieval of lower-tropospheric CO2 from GOSAT target observations over global megacities	122
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	121
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin	118
Multi-decadal analysis of high-resolution albedo changes induced by urbanization over contrasted Chinese cities based on Landsat data	117
Mapping the first dataset of global urban land uses with Sentinel-2 imagery and POI prompt	114
RSPECT: A PROSPECT-based model incorporating the real structure of rice leaves	112
A novel identification method for unrevealed mesoscale eddies with transient and weak features-Capricorn Eddies as an example	112
Satellite observations of water transparency from VIIRS in global aquatic ecosystems	112
A model based on spectral invariant theory for correcting topographic effects on vegetation canopy reflectance	111
Multi-source data analysis to assess the past and present kinematics of the Pisciotta Deep-Seated Gravitational Slope Deformation (southern Italy)	111
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	110
True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis	109
Estimation of summer pan-Arctic ice draft from satellite passive microwave observations	108
Unsupervised object-based spectral unmixing for subpixel mapping	107
Filling gaps in cloudy Landsat LST product by spatial-temporal fusion of multi-scale data	106
A PSI targets characterization approach to interpreting surface displacement signals: A case study of the Shanghai metro tunnels	105
Field-scale dynamics of planting dates in the US Corn Belt from 2000 to 2020	104
Generating high-resolution total canopy SIF emission from TROPOMI data: Algorithm and application	103
A deep learning model for incorporating temporal information in haze removal	101
Characterization and prediction of InSAR-derived ground motion with ICA-assisted LSTM model	101
Eutrophication state in the Eastern China based on Landsat 35-year observations	98
Recent change in ecosystem water use efficiency in China mainly dominated by vegetation greening and increased CO2	98
Extracting flowering phenology from grassland species mixtures using time-lapse cameras	98
Automated detection and tracking of medium-large icebergs from Sentinel-1 imagery using Google Earth Engine	97
Comprehensive reassessment of Australia's land-surface phenology trends (1982–2022) using circular statistics and a harmonised NDVI dataset	96
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	96
Indices enhance biological soil crust mapping in sandy and desert lands	95
World Settlement Footprint 3D - A first three-dimensional survey of the global building stock	95
Downscaling canopy photochemical reflectance index to leaf level by correcting for the soil effects	95
Modeling the start of frozen dates with leaf senescence over Tibetan Plateau	94
BESSv2.0: A satellite-based and coupled-process model for quantifying long-term global land–atmosphere fluxes	94
Semantic segmentation of water bodies in very high-resolution satellite and aerial images	94
Visualizing the pre-visual: Rice blast infection signals revealed	93
Smoke absorption retrieval algorithm using critical reflectance method with geostationary satellite over North America	92
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	90
Machine learning-based generation of high-resolution 3D full-coverage aerosol distribution data over China using multisource data	88
Improving the combined use of reflectance and thermal channels for ocean and coastal cloud detection for the Sea and Land Surface Temperature Radiometer (SLSTR)	88
Net primary production in the Labrador Sea between 2014 and 2022 derived from ocean colour remote sensing based on ecological regimes	88
Monitoring volcanic CO2 flux by the remote sensing of vegetation on Mt. Etna, Italy	87
Geodetic glacier mass balance in the Karakoram (2011–2019) from TanDEM-X: An InSAR DEM differencing framework	87
An adaptive spatiotemporal tensor reconstruction method for GIMMS-3g+ NDVI	85
Consistent metropolitan boundaries for the remote sensing of urban land	84
Analyzing GOES-R ABI BRDF-adjusted EVI2 time series by comparing with VIIRS observations over the CONUS	84
Geo-pedological controls on soil erosion vulnerability: A multi-parameter spatial analysis in diverse landscapes of Tamil Nadu, South India	84
A machine learning-based accuracy enhancement on EUMETSAT H-SAF H35 effective snow-covered area product	82
Editorial Board	82
NRT-GSF: A novel near-real-time ground-satellite fusion algorithm to retrieve daily green area index at field scale	81
Methodological considerations for studying spectral-plant diversity relationships	81

On the ambiguity removal of wind direction derived from space-borne SAR imagery using deep learning	80
Editorial Board	80
Towards an easy-to-use algorithm to estimate longwave cloud radiative forcing: algorithm development and preliminary evaluation	80
A review of statistical methods used for developing large-scale and long-term PM2.5 models from satellite data	79
Phytoplankton composition from sPACE: Requirements, opportunities, and challenges	78
The influence of surface canopy water on the relationship between L-band backscatter and biophysical variables in agricultural monitoring	78
A moisture-based triangle approach for estimating surface evaporative fraction with time-series of remotely sensed data	78
Spectral-temporal traits in Sentinel-1 C-band SAR and Sentinel-2 multispectral remote sensing time series for 61 tree species in Central Europe	76
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
Estimating river discharge across scales with a novel regional gauging method driven by Sentinel satellite data	76
Unoccupied aerial system (UAS) Structure-from-Motion canopy fuel parameters: Multisite area-based modelling across forests in California, USA	75
Distinguishing forest types in restored tropical landscapes with UAV-borne LIDAR	75
STARS: A novel gap-filling method for SDGSAT-1 nighttime light imagery using spatiotemporal and spectral synergy	74
A generalized framework for drought monitoring across Central European grassland gradients with Sentinel-2 time series	74
Predicting plant biomass and species richness in temperate grasslands across regions, time, and land management with remote sensing and deep learning	73
Extrapolation of electromagnetic pointing error corrections for Sentinel-1 Doppler currents from land areas to the open ocean	73
This is MATE: A Multiple scAttering correcTion rEtrieval algorithm for accurate lidar profiling of seawater optical properties	73
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	72
SDGSAT-1 nighttime light data improve village-scale built-up delineation	72
Benefits of fully focused SAR altimetry to coastal wave height estimates: A case study in the North Sea	72
FoScenes: A high-fidelity, large-scale 3D forest plant area density product derived from open-access airborne lidar data	71
A novel global snow depth retrieval method considering snow metamorphism and forest influence	71
Ozone profiles without blind area retrieved from MAX-DOAS measurements and comprehensive validation with multi-platform observations	70
PAGrid: A probabilistic area-weighted gridding method for seamless mapping of sentinel-3 swath data	70
Assessing a soil-removed semi-empirical model for estimating leaf chlorophyll content	70
Mapping inundated bathymetry for estimating lake water storage changes from SRTM DEM: A global investigation	69
Coupling physical constraints with machine learning for satellite-derived evapotranspiration of the Tibetan Plateau	69
A new Multivariate Drought Severity Index to identify short-term hydrological signals: case study of the Amazon River basin	69
Towards accurate mapping of forest in tropical landscapes: A comparison of datasets on how forest transition matters	69
Novel algorithms for pair and pixel selection and atmospheric error correction in multitemporal InSAR	68
Spatio-Temporal reconstruction to fill spatial gaps in global satellite vegetation optical depth products	68
Detection and characterization of coastal tidal wetland change in the northeastern US using Landsat time series	68
Spatio-temporal variability of water use efficiency and its drivers in major forest formations in India	67
Reconstruction of long-term high-resolution lake variability: Algorithm improvement and applications in China	67
Deep learning solver unites SDGSAT-1 observations and Navier–Stokes theory for oceanic vortex streets	67
Transfer learning in environmental remote sensing	66
Mountain snow depth retrievals from customized processing of ICESat-2 satellite laser altimetry	66
The urban morphology on our planet – Global perspectives from space	66
Leveraging Landsat-8/-9 underfly observations to evaluate consistency in reflectance products over aquatic environments	66
Evaluating the performance of airborne and spaceborne lidar for mapping biomass in the United States' largest dry woodland ecosystem	66
A unified deep learning framework for urban functional zone extraction based on multi-source heterogeneous data	64
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	64
CloudS2Mask: A novel deep learning approach for improved cloud and cloud shadow masking in Sentinel-2 imagery	64
An atmospheric influence correction method for longwave radiation-based in-situ land surface temperature	63
Addressing critical influences on L-band radar backscatter for improved estimates of basal area and change	63
An optimal sequential physical retrieval system for retrieving high-accuracy diurnal atmospheric gases from FY-4B/GIIRS: Theory, algorithm and evaluation	63
Long-term ice mass changes in Greenland and Antarctica derived from satellite laser ranging	63
Improve topographic LiDAR point cloud interpolation accuracy with geodesic distance	62
Editorial Board	62
Editorial Board	62
Monthly mapping of forest harvesting using dense time series Sentinel-1 SAR imagery and deep learning	61
Mapping large-scale pantropical forest canopy height by integrating GEDI lidar and TanDEM-X InSAR data	61
Remotely sensed habitat diversity predicts species diversity on coral reefs	61
Accurate mean wave period from SWIM instrument on-board CFOSAT	61
Examining CNN terrain model for TanDEM-X DEMs using ICESat-2 data in Southeastern United States	61
Assessment of EOS-07 MHS satellite observations and retrieval of specific humidity profiles using a random forest-based algorithm	61
Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression	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
First TanSat CO2 retrieval over land and ocean using both nadir and glint spectroscopy	60
First lunar-light mapping of nighttime dust season oceanic aerosol optical depth over North Atlantic from space	60
Satellite solar-induced chlorophyll fluorescence and near-infrared reflectance capture complementary aspects of dryland vegetation productivity dynamics	60
Identification and evaluation of nighttime light pollution in residential gathering area of megacities based on SDGSAT-1 glimmer imagery	60
Exploring global dark sky quality and potential dark sky park site selection: Integrating multi-source spatial data with random forest model	59
Practical recommendations and limitations for pushbroom hyperspectral imaging of tree stems	59
Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches	59
Tropical cyclone signatures in SAR ocean radial Doppler Velocity	59
Bridging the gap between airborne and spaceborne imaging spectroscopy for mountain glacier surface property retrievals	59
Upscaling eddy covariance measurements of carbon and water fluxes to the continental scale by incorporating GEDI-derived canopy structural complexity metrics	59
Changes in GEDI-based measures of forest structure after large California wildfires relative to pre-fire conditions	59
Fractional cover mapping of wildland-urban interface fuels using Landsat, Sentinel 1 and PALSAR imagery	58
Tracking states and transitions in semiarid rangelands: A spatiotemporal archetypal analysis of productivity dynamics using wavelets	58
Downslope solifluction movements and permafrost degradation in the northeastern Qinghai-Tibetan Plateau revealed by InSAR	58
An integrated method for angular and temporal reconstruction of land surface temperatures	58
Deriving anisotropic correction for upwelling radiance from PACE's multi-angle polarimetry	58
Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks	57
Impact of vegetation phenology on anisotropy of artificial light at night - Evidence from multi-angle satellite observations	57
Refined InSAR tropospheric delay correction for wide-area landslide identification and monitoring	57
Hedgerow mapping with high resolution satellite imagery to support policy initiatives at national level	57
Modeling diurnal gross primary production in East Asia using Himawari-8/9 geostationary satellite data	57

Lighting characteristics of public space in urban functional areas based on SDGSAT-1 glimmer imagery:A case study in Beijing, China	57
The 21 July 2020 Shaziba landslide in China: Results from multi-source satellite remote sensing	57
A hyperspectral view of the nearshore Mississippi River Delta: Characterizing suspended particles in coastal wetlands using imaging spectroscopy	56
Co-registration accuracy between Landsat-8 and Sentinel-2 orthorectified products	56
Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning	56
Coupling ecological concepts with an ocean-colour model: Phytoplankton size structure	56
ESTIMET: Enhanced and Spatial-Temporal Improvement of MODIS EvapoTranspiration algorithm for all sky conditions in tropical biomes	56
Arctic and Antarctic Surface Temperatures from AVHRR thermal Infrared satellite sensors 1982–2023	55
An advanced soil organic carbon content prediction model via fused temporal-spatial-spectral (TSS) information based on machine learning and deep learning algorithms	55
Editorial Board	55
Editorial Board	55
Editorial Board	55
Quantifying tropical forest structure through terrestrial and UAV laser scanning fusion in Australian rainforests	55
Exploring the potential of Aeolus lidar mission for ocean color applications	54
Geospatial big data-driven roof greening priority and benefit assessment in Hong Kong	54
Characterizing dynamics of built-up height in China from 2005 to 2020 based on GEDI, Landsat, and PALSAR data	54
Characterization of Tajogaite volcanic plumes detected over the Iberian Peninsula from a set of satellite and ground-based remote sensing instrumentation	54
A deep learning method for generating gap-free FAPAR time series from Landsat data	53
Hidden becomes clear: Optical remote sensing of vegetation reveals water table dynamics in northern peatlands	53
Canopy height estimation from PlanetScope time series with spatio-temporal deep learning	53
Mapping urban construction sites in China through geospatial data fusion: Methods and applications	53
Impact of microwave observations on the estimation of Arctic sea surface temperatures	53
Kilometer-level glyoxal retrieval via satellite for anthropogenic volatile organic compound emission source and secondary organic aerosol formation identification	53
Phase unwrapping of SAR interferogram from modified U-net via training data simulation and network structure optimization	53
The many shades of red tides: Sentinel-2 optical types of highly-concentrated harmful algal blooms	52
Multimodal aircraft flight altitude inversion from SDGSAT-1 thermal infrared data	52
Remote sensing of dissolved CO2 concentrations in meso-eutrophic lakes using Sentinel-3 imagery	52
Mapping fine-scale building heights in urban agglomeration with spaceborne lidar	52
Uncertainty quantification for forest attribute maps with conformal prediction and 52
Quantifying the sensitivity of L-Band SAR to a decade of vegetation structure changes in savannas	52
Retrieving fine-scale leaf and soil spectral properties from canopy reflectance with differentiable 3D radiative transfer	52
Understanding temperature variations in mountainous regions: The relationship between satellite-derived land surface temperature and in situ near-surface air temperature	52
A river runs through it: Robust automated mapping of riparian woodlands and land surface phenology across dryland regions	52
Integrating InSAR and non-rigid optical pixel offsets to explore the kinematic behaviors of the Lanuza complex landslide	52
Burned area detection and mapping using time series Sentinel-2 multispectral images	51
Establishing the global isoscape of leaf carbon in C3 plants through the integrations of remote sensing, carbon, geographic, and physiological information	51
Validation of the hot-spot model with terrestrial laser scanning	51
Quantify and account for field reference errors in forest remote sensing studies	51
CascadeDumpNet: Enhancing open dumpsite detection through deep learning and AutoML integrated dual-stage approach using high-resolution satellite imagery	51
Accurate reconstruction of satellite-derived SST under cloud and cloud-free areas using a physically-informed machine learning approach	51
Rainfall-caused water film on canopy surface biases remotely-sensed vegetation greenness	51
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
The retrieval of aerosol optical properties based on a random forest machine learning approach: Exploration of geostationary satellite images	50
A full-level fused cross-task transfer learning method for building change detection using noise-robust pretrained networks on crowdsourced labels	50
Low-amplitude brittle deformations revealed by UAV surveys in alluvial fans along the northwest coast of Lake Baikal: Neotectonic significance and geological hazards	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
Estimate of daytime single-layer cloud base height from advanced baseline imager measurements	50
How much inundation occurs in the Amazon River basin?	49
Improving retrieval of leaf chlorophyll content from Sentinel-2 and Landsat-7/8 imagery by correcting for canopy structural effects	49
Remote sensing of diverse urban environments: From the single city to multiple cities	49
Inter-comparison of melt pond products from optical satellite imagery	49
3D radiative transfer modeling of structurally complex forest canopies through a lightweight boundary-based description of leaf clusters	49
Nonlinear effects of surface soil moisture changes on vegetation greenness over the Tibetan plateau	49
Spatial-temporal evolution of landslides spanning the impoundment of Baihetan mega hydropower project revealed by satellite radar interferometry	49
Non-destructive estimation of individual tree biomass: Allometric models, terrestrial and UAV laser scanning	49
A global-scale intercomparison of Triple Collocation Analysis- and ground-based soil moisture time-variant errors derived from different rescaling techniques	48
Urbanization-induced spatial and temporal patterns of local drought revealed by high-resolution fused remotely sensed datasets	48
Statistical uncertainty analysis-based precipitation merging (SUPER): A new framework for improved global precipitation estimation	48
Soil moisture as an essential component for delineating and forecasting agricultural rather than meteorological drought	48
Machine learning forecast of surface solar irradiance from meteo satellite data	48
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar	48
Sun-induced chlorophyll fluorescence is more strongly related to photosynthesis with hemispherical than nadir measurements: Evidence from field observations and model simulations	47
Mapping center pivot irrigation systems in global arid regions using instance segmentation and analyzing their spatial relationship with freshwater resources	47
Editorial Board	47
Satellite canopy water content from Sentinel-2, Landsat-8 and MODIS: Principle, algorithm and assessment	47
Estimating leaf mass per area with leaf radiative transfer model	47
Pakistan's 2022 floods: Spatial distribution, causes and future trends from Sentinel-1 SAR observations	47
Continuity between NASA MODIS Collection 6.1 and VIIRS Collection 2 land products	47
Revolutionizing crop phenotyping: Enhanced UAV LiDAR flight parameter optimization for wide-narrow row cultivation	46
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	46
Detection of wet snow in the Arctic tundra from time-series fully-polarimetric RADARSAT-2 images	46
Slip surface, volume and evolution of active landslide groups in Gongjue County, eastern Tibetan Plateau from 15-year InSAR observations	46
Editorial Board	46
The next Landsat: Mission turning point?	46
Improved tropical deep convective cloud detection using MODIS observations with an active sensor trained machine learning algorithm	46
Topographic controls on active microwave behavior of mountain snowpacks	46
Editorial Board	46
A remote sensing model for coral recruitment habitat	45
Modeling, prediction, and retrieval of surface soil moisture from InSAR closure phase	45
Improvements of AI-driven emission estimation for point sources applied to high resolution 2-D methane-plume imagery	45
Satellite observations reveal ecosystem resistance and resilience to short-term water stress driven by dominant vegetation along a rainfall gradient in Australia	45
Improved assessment of post-fire recovery trajectory of forests in Amazon's protected areas	45
Trends of ambient O3 levels associated with O3 precursor gases and meteorology in California: Synergies from ground and satellite observations	45
Unveiling coastal change across the Arctic with full Landsat collections and data fusion	45
Relevance of earth observations of essential climate variables in wildfire adaptation	45
Regional-scale cotton yield forecast via data-driven spatio-temporal prediction (STP) of solar-induced chlorophyll fluorescence (SIF)	45
Conjugating remotely sensed data assimilation and model-assisted estimation for efficient multivariate forest inventory	45
Fine-scale poverty estimation by integrating SDGSAT-1 glimmer images and urban functional zoning data	45
How to consider the effects of time of day, beam strength, and snow cover in ICESat-2 based estimation of boreal forest biomass?	44
Training sensor-agnostic deep learning models for remote sensing: Achieving state-of-the-art cloud and cloud shadow identification with OmniCloudMask	44
Global multi-scale surface soil moisture retrieval coupling physical mechanisms and machine learning in the cloud environment	44
Multi-grain habitat models that combine satellite sensors with different resolutions explain bird species richness patterns best	44
Seasonal patterns of spectral diversity at leaf and canopy scales in the Cedar Creek prairie biodiversity experiment	44
On the sensitivity of SAR C- and L-band dual-polarized data for detection of early deforestation in the tropics	44
Extended aerosol and surface characterization from S5P/TROPOMI with GRASP algorithm. Part II: Global validation and Intercomparison	44