Remote Sensing of Environment

Article	Citations
Multipeak retracking of radar altimetry waveforms over ice sheets	434
Estimating 1 km gridded daily air temperature using a spatially varying coefficient model with sign preservation	412
Semantic segmentation of water bodies in very high-resolution satellite and aerial images	399
Correcting for the clumping effect in leaf area index calculations using one-dimensional fractal dimension	333
Field-scale dynamics of planting dates in the US Corn Belt from 2000 to 2020	301
BESSv2.0: A satellite-based and coupled-process model for quantifying long-term global land–atmosphere fluxes	279
Gravity recovery from SWOT altimetry using geoid height and geoid gradient	265
Deriving leaf-scale chlorophyll index (CIleaf) from canopy reflectance by correcting for the canopy multiple scattering based on spectral invariant theory	264
Evaluating urban methane emissions from space using TROPOMI methane and carbon monoxide observations	248
Deep-learning-based burned area mapping using the synergy of Sentinel-1&2 data	213
Seasonality of vegetation greenness in Southeast Asia unveiled by geostationary satellite observations	189
Mapping the first dataset of global urban land uses with Sentinel-2 imagery and POI prompt	185
Arctic Sea ice leads detected using sentinel-1B SAR image and their responses to atmosphere circulation and sea ice dynamics	183
A parametric approach for global estimation of forest above-ground biomass with SMOS and SMAP L-band radiometer data	180
Mechanism and algorithm for addressing the impact of multiple scattering on surface elevation extraction in photon-counting LiDAR data	178
Entity-based image analysis: A new strategy to map rural settlements from Landsat images	178
Joint mapping of melt pond bathymetry and water volume on sea ice using optical remote sensing images and physical reflectance models	174
Exploring spectral and phylogenetic diversity links with functional structure of aquatic plant communities	171
A model based on spectral invariant theory for correcting topographic effects on vegetation canopy reflectance	169
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	168
3D Monte Carlo surface-atmosphere radiative transfer modelling with DART	166
Downscaling canopy photochemical reflectance index to leaf level by correcting for the soil effects	164
Monte Carlo uncertainty analysis from top-of-atmosphere reflectance to plant functional type distributions	159
Unsupervised object-based spectral unmixing for subpixel mapping	159
Modeling the start of frozen dates with leaf senescence over Tibetan Plateau	155

Generating high-resolution total canopy SIF emission from TROPOMI data: Algorithm and application	151
Automated detection and tracking of medium-large icebergs from Sentinel-1 imagery using Google Earth Engine	150
A deep learning model for incorporating temporal information in haze removal	148
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin	140
Estimation of summer pan-Arctic ice draft from satellite passive microwave observations	138
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	136
Recent change in ecosystem water use efficiency in China mainly dominated by vegetation greening and increased CO2	134
Extracting flowering phenology from grassland species mixtures using time-lapse cameras	133
A novel identification method for unrevealed mesoscale eddies with transient and weak features-Capricorn Eddies as an example	129
A new fog and low stratus retrieval for tropical South America reveals widespread fog in lowland forests	129
Editorial Board	129
A PSI targets characterization approach to interpreting surface displacement signals: A case study of the Shanghai metro tunnels	128
Thermal infrared reflectance characteristics of natural leaves in 8–14 μm region: Mechanistic modeling and relationships with leaf water content	127
Indices enhance biological soil crust mapping in sandy and desert lands	126
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]	126
Multi-decadal analysis of high-resolution albedo changes induced by urbanization over contrasted Chinese cities based on Landsat data	121
Filling gaps in cloudy Landsat LST product by spatial-temporal fusion of multi-scale data	118
UrbanWatch: A 1-meter resolution land cover and land use database for 22 major cities in the United States	114
Multi-source data analysis to assess the past and present kinematics of the Pisciotta Deep-Seated Gravitational Slope Deformation (southern Italy)	112
Examining partial-column density retrieval of lower-tropospheric CO2 from GOSAT target observations over global megacities	112
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	111
Difference in seasonal peak timing of soybean far-red SIF and GPP explained by canopy structure and chlorophyll content	109
Characterization and prediction of InSAR-derived ground motion with ICA-assisted LSTM model	108
Eutrophication state in the Eastern China based on Landsat 35-year observations	107
Air pollution scenario over Pakistan: Characterization and ranking of extremely polluted cities using long-term concentrations of aerosols and trace gases	106
True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis	105
World Settlement Footprint 3D - A first three-dimensional survey of the global building stock	105
Monitoring volcanic CO2 flux by the remote sensing of vegetation on Mt. Etna, Italy	103
Spatio-Temporal reconstruction to fill spatial gaps in global satellite vegetation optical depth products	102
A new Multivariate Drought Severity Index to identify short-term hydrological signals: case study of the Amazon River basin	101
Net primary production in the Labrador Sea between 2014 and 2022 derived from ocean colour remote sensing based on ecological regimes	101
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	100
A generalized framework for drought monitoring across Central European grassland gradients with Sentinel-2 time series	98
Estimating river discharge across scales with a novel regional gauging method driven by Sentinel satellite data	98
An adaptive spatiotemporal tensor reconstruction method for GIMMS-3g+ NDVI	98
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	97
Visualizing the pre-visual: Rice blast infection signals revealed	96
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	96
Methodological considerations for studying spectral-plant diversity relationships	96
On the ambiguity removal of wind direction derived from space-borne SAR imagery using deep learning	95
Smoke absorption retrieval algorithm using critical reflectance method with geostationary satellite over North America	95
Evaluating the performance of airborne and spaceborne lidar for mapping biomass in the United States' largest dry woodland ecosystem	94
Unoccupied aerial system (UAS) Structure-from-Motion canopy fuel parameters: Multisite area-based modelling across forests in California, USA	94
Deep learning solver unites SDGSAT-1 observations and Navier–Stokes theory for oceanic vortex streets	93
STARS: A novel gap-filling method for SDGSAT-1 nighttime light imagery using spatiotemporal and spectral synergy	92
This is MATE: A Multiple scAttering correcTion rEtrieval algorithm for accurate lidar profiling of seawater optical properties	91
Leveraging Landsat-8/-9 underfly observations to evaluate consistency in reflectance products over aquatic environments	90
A novel global snow depth retrieval method considering snow metamorphism and forest influence	89
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	89
Mountain snow depth retrievals from customized processing of ICESat-2 satellite laser altimetry	88

Distinguishing forest types in restored tropical landscapes with UAV-borne LIDAR	87
Towards accurate mapping of forest in tropical landscapes: A comparison of datasets on how forest transition matters	87
A machine learning-based accuracy enhancement on EUMETSAT H-SAF H35 effective snow-covered area product	87
Novel algorithms for pair and pixel selection and atmospheric error correction in multitemporal InSAR	86
Improving the combined use of reflectance and thermal channels for ocean and coastal cloud detection for the Sea and Land Surface Temperature Radiometer (SLSTR)	85
Benefits of fully focused SAR altimetry to coastal wave height estimates: A case study in the North Sea	85
Consistent metropolitan boundaries for the remote sensing of urban land	84
Extrapolation of electromagnetic pointing error corrections for Sentinel-1 Doppler currents from land areas to the open ocean	84
Robust retrieval of soil moisture at field scale across wide-ranging SAR incidence angles for soybean, wheat, forage, oat and grass	83
Reappraisal of SMAP inversion algorithms for soil moisture and vegetation optical depth	82
Millimeter to centimeter scale precision water-level monitoring using GNSS reflectometry: Application to the South-to-North Water Diversion Project, China	82
Detection and characterization of coastal tidal wetland change in the northeastern US using Landsat time series	81
Spectral-temporal traits in Sentinel-1 C-band SAR and Sentinel-2 multispectral remote sensing time series for 61 tree species in Central Europe	81
The influence of surface canopy water on the relationship between L-band backscatter and biophysical variables in agricultural monitoring	81
Mapping inundated bathymetry for estimating lake water storage changes from SRTM DEM: A global investigation	80
A moisture-based triangle approach for estimating surface evaporative fraction with time-series of remotely sensed data	79
Assessing a soil-removed semi-empirical model for estimating leaf chlorophyll content	78
Spatio-temporal variability of water use efficiency and its drivers in major forest formations in India	78
Transfer learning in environmental remote sensing	78
SDGSAT-1 nighttime light data improve village-scale built-up delineation	77
Analyzing GOES-R ABI BRDF-adjusted EVI2 time series by comparing with VIIRS observations over the CONUS	77
A review of statistical methods used for developing large-scale and long-term PM2.5 models from satellite data	77
CloudS2Mask: A novel deep learning approach for improved cloud and cloud shadow masking in Sentinel-2 imagery	76
Ozone profiles without blind area retrieved from MAX-DOAS measurements and comprehensive validation with multi-platform observations	76
Machine learning-based generation of high-resolution 3D full-coverage aerosol distribution data over China using multisource data	76
From parcel to continental scale – A first European crop type map based on Sentinel-1 and LUCAS Copernicus in-situ observations	75
Reconstruction of long-term high-resolution lake variability: Algorithm improvement and applications in China	75
Coupling physical constraints with machine learning for satellite-derived evapotranspiration of the Tibetan Plateau	75
Tracking states and transitions in semiarid rangelands: A spatiotemporal archetypal analysis of productivity dynamics using wavelets	74
A unified deep learning framework for urban functional zone extraction based on multi-source heterogeneous data	74
Phytoplankton composition from sPACE: Requirements, opportunities, and challenges	74
Predicting plant biomass and species richness in temperate grasslands across regions, time, and land management with remote sensing and deep learning	74
The urban morphology on our planet – Global perspectives from space	74
Modeling diurnal gross primary production in East Asia using Himawari-8/9 geostationary satellite data	72
Identification and evaluation of nighttime light pollution in residential gathering area of megacities based on SDGSAT-1 glimmer imagery	72
Changes in GEDI-based measures of forest structure after large California wildfires relative to pre-fire conditions	72
An optimal sequential physical retrieval system for retrieving high-accuracy diurnal atmospheric gases from FY-4B/GIIRS: Theory, algorithm and evaluation	71
Deriving anisotropic correction for upwelling radiance from PACE's multi-angle polarimetry	70
Hedgerow mapping with high resolution satellite imagery to support policy initiatives at national level	70
Mapping large-scale pantropical forest canopy height by integrating GEDI lidar and TanDEM-X InSAR data	70
Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches	70
ESTIMET: Enhanced and Spatial-Temporal Improvement of MODIS EvapoTranspiration algorithm for all sky conditions in tropical biomes	70
Fractional cover mapping of wildland-urban interface fuels using Landsat, Sentinel 1 and PALSAR imagery	69
First lunar-light mapping of nighttime dust season oceanic aerosol optical depth over North Atlantic from space	69
Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning	68
Accurate mean wave period from SWIM instrument on-board CFOSAT	68
Addressing critical influences on L-band radar backscatter for improved estimates of basal area and change	68
Bridging the gap between airborne and spaceborne imaging spectroscopy for mountain glacier surface property retrievals	68
First TanSat CO2 retrieval over land and ocean using both nadir and glint spectroscopy	67
Refined InSAR tropospheric delay correction for wide-area landslide identification and monitoring	66
Editorial Board	66
Quantifying tropical forest structure through terrestrial and UAV laser scanning fusion in Australian rainforests	66
Practical recommendations and limitations for pushbroom hyperspectral imaging of tree stems	66
Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression	66
Retrieving bbp and POC from CALIOP: A deep neural network approach	66
Tropical cyclone signatures in SAR ocean radial Doppler Velocity	65
An atmospheric influence correction method for longwave radiation-based in-situ land surface temperature	65
Improve topographic LiDAR point cloud interpolation accuracy with geodesic distance	65
Impact of vegetation phenology on anisotropy of artificial light at night - Evidence from multi-angle satellite observations	64
The QAA-RGB: A universal three-band absorption and backscattering retrieval algorithm for high resolution satellite sensors. Development and implementation in ACOLITE	64
Satellite solar-induced chlorophyll fluorescence and near-infrared reflectance capture complementary aspects of dryland vegetation productivity dynamics	63
Remotely sensed habitat diversity predicts species diversity on coral reefs	63
Long-term ice mass changes in Greenland and Antarctica derived from satellite laser ranging	62
A hyperspectral view of the nearshore Mississippi River Delta: Characterizing suspended particles in coastal wetlands using imaging spectroscopy	62
The 21 July 2020 Shaziba landslide in China: Results from multi-source satellite remote sensing	62
Monthly mapping of forest harvesting using dense time series Sentinel-1 SAR imagery and deep learning	62
Lighting characteristics of public space in urban functional areas based on SDGSAT-1 glimmer imagery:A case study in Beijing, China	61
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	61
An integrated method for angular and temporal reconstruction of land surface temperatures	61
Examining CNN terrain model for TanDEM-X DEMs using ICESat-2 data in Southeastern United States	60
Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks	60
Coupling ecological concepts with an ocean-colour model: Phytoplankton size structure	60
Solar photovoltaic module detection using laboratory and airborne imaging spectroscopy data	60
Co-registration accuracy between Landsat-8 and Sentinel-2 orthorectified products	60
Arctic and Antarctic Surface Temperatures from AVHRR thermal Infrared satellite sensors 1982–2023	59
Integrating InSAR and non-rigid optical pixel offsets to explore the kinematic behaviors of the Lanuza complex landslide	59
Multimodal aircraft flight altitude inversion from SDGSAT-1 thermal infrared data	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
Characterization of Tajogaite volcanic plumes detected over the Iberian Peninsula from a set of satellite and ground-based remote sensing instrumentation	59
Accurate reconstruction of satellite-derived SST under cloud and cloud-free areas using a physically-informed machine learning approach	59

Establishing the global isoscape of leaf carbon in C3 plants through the integrations of remote sensing, carbon, geographic, and physiological information	58
Editorial Board	58
A global-scale intercomparison of Triple Collocation Analysis- and ground-based soil moisture time-variant errors derived from different rescaling techniques	58
A river runs through it: Robust automated mapping of riparian woodlands and land surface phenology across dryland regions	58
The many shades of red tides: Sentinel-2 optical types of highly-concentrated harmful algal blooms	58
Validation of the hot-spot model with terrestrial laser scanning	58
Editorial Board	58
Low-amplitude brittle deformations revealed by UAV surveys in alluvial fans along the northwest coast of Lake Baikal: Neotectonic significance and geological hazards	58
Understanding temperature variations in mountainous regions: The relationship between satellite-derived land surface temperature and in situ near-surface air temperature	57
Spatial-temporal evolution of landslides spanning the impoundment of Baihetan mega hydropower project revealed by satellite radar interferometry	57
Editorial Board	57
A deep learning method for generating gap-free FAPAR time series from Landsat data	57
Phase unwrapping of SAR interferogram from modified U-net via training data simulation and network structure optimization	56
Machine learning forecast of surface solar irradiance from meteo satellite data	56
Uncertainty quantification for forest attribute maps with conformal prediction and k	56
Impact of microwave observations on the estimation of Arctic sea surface temperatures	56
Mapping urban construction sites in China through geospatial data fusion: Methods and applications	55
Urbanization-induced spatial and temporal patterns of local drought revealed by high-resolution fused remotely sensed datasets	55
Characterizing dynamics of built-up height in China from 2005 to 2020 based on GEDI, Landsat, and PALSAR data	55
Hidden becomes clear: Optical remote sensing of vegetation reveals water table dynamics in northern peatlands	55
3D radiative transfer modeling of structurally complex forest canopies through a lightweight boundary-based description of leaf clusters	55
Exploring the potential of Aeolus lidar mission for ocean color applications	55
Quantify and account for field reference errors in forest remote sensing studies	55
Burned area detection and mapping using time series Sentinel-2 multispectral images	54
Bushfire recovery at a long-term tall eucalypt flux site through the lens of a satellite: Combining multi-scale data for structural-functional insight	54
Rainfall-caused water film on canopy surface biases remotely-sensed vegetation greenness	54
Quantifying the sensitivity of L-Band SAR to a decade of vegetation structure changes in savannas	54
Remote sensing of dissolved CO2 concentrations in meso-eutrophic lakes using Sentinel-3 imagery	54
How much inundation occurs in the Amazon River basin?	54
Inter-comparison of melt pond products from optical satellite imagery	54
Pakistan's 2022 floods: Spatial distribution, causes and future trends from Sentinel-1 SAR observations	53
Croplands intensify regional and global warming according to satellite observations	53
Non-destructive estimation of individual tree biomass: Allometric models, terrestrial and UAV laser scanning	53
Soil moisture as an essential component for delineating and forecasting agricultural rather than meteorological drought	53
A full-level fused cross-task transfer learning method for building change detection using noise-robust pretrained networks on crowdsourced labels	53
Canopy height estimation from PlanetScope time series with spatio-temporal deep learning	53
CascadeDumpNet: Enhancing open dumpsite detection through deep learning and AutoML integrated dual-stage approach using high-resolution satellite imagery	53
Satellite canopy water content from Sentinel-2, Landsat-8 and MODIS: Principle, algorithm and assessment	53
Continuity between NASA MODIS Collection 6.1 and VIIRS Collection 2 land products	52
High-frequency time series comparison of Sentinel-1 and Sentinel-2 satellites for mapping open and vegetated water across the United States (2017–2021)	52
Mapping fine-scale building heights in urban agglomeration with spaceborne lidar	52
Daily estimation of gross primary production under all sky using a light use efficiency model coupled with satellite passive microwave measurements	52
Nonlinear effects of surface soil moisture changes on vegetation greenness over the Tibetan plateau	52
Kilometer-level glyoxal retrieval via satellite for anthropogenic volatile organic compound emission source and secondary organic aerosol formation identification	52
Statistical uncertainty analysis-based precipitation merging (SUPER): A new framework for improved global precipitation estimation	52
Mapping center pivot irrigation systems in global arid regions using instance segmentation and analyzing their spatial relationship with freshwater resources	51
Remote sensing of diverse urban environments: From the single city to multiple cities	50
A dual-branch network for crop-type mapping of scattered small agricultural fields in time series remote sensing images	50
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar	50
The retrieval of aerosol optical properties based on a random forest machine learning approach: Exploration of geostationary satellite images	50
Editorial Board	50
Improving retrieval of leaf chlorophyll content from Sentinel-2 and Landsat-7/8 imagery by correcting for canopy structural effects	50
A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery	50
Improved generality of wheat green LAI models through mitigation of the effect of leaf chlorophyll content variation with red edge vegetation indices	50
Estimate of daytime single-layer cloud base height from advanced baseline imager measurements	50
NeRF-LAI: A hybrid method combining neural radiance field and gap-fraction theory for deriving effective leaf area index of corn and soybean using multi-angle UAV images	49
Seasonal patterns of spectral diversity at leaf and canopy scales in the Cedar Creek prairie biodiversity experiment	49
Trends of ambient O3 levels associated with O3 precursor gases and meteorology in California: Synergies from ground and satellite observations	49
Continuous Sargassum monitoring across the Caribbean Sea and Central Atlantic using multi-sensor satellite observations	49
Climate change and shallow aquifers - Unravelling local hydrogeological impacts and groundwater decline-induced subsidence	49
Mitigating the directional retrieval error of solar-induced chlorophyll fluorescence in the red band	49
Uncertainty estimates in the NISAR high-resolution soil moisture retrievals from multi-scale algorithm	49
Evaluation of runoff variability in transboundary basins over High Mountain Asia: Multi-dataset merging based on satellite gravimetry constraint	49
Extended aerosol and surface characterization from S5P/TROPOMI with GRASP algorithm. Part II: Global validation and Intercomparison	49
Training sensor-agnostic deep learning models for remote sensing: Achieving state-of-the-art cloud and cloud shadow identification with OmniCloudMask	49
Revolutionizing crop phenotyping: Enhanced UAV LiDAR flight parameter optimization for wide-narrow row cultivation	49
A robust and flexible satellite aerosol retrieval algorithm for multi-angle polarimetric measurements with physics-informed deep learning method	48
An advanced change detection method for time-series soil moisture retrieval from Sentinel-1	48
How to consider the effects of time of day, beam strength, and snow cover in ICESat-2 based estimation of boreal forest biomass?	48
Topographic controls on active microwave behavior of mountain snowpacks	48
Sun-induced chlorophyll fluorescence is more strongly related to photosynthesis with hemispherical than nadir measurements: Evidence from field observations and model simulations	48
Detection of wet snow in the Arctic tundra from time-series fully-polarimetric RADARSAT-2 images	47
Conjugating remotely sensed data assimilation and model-assisted estimation for efficient multivariate forest inventory	47
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	47
Editorial Board	47
Multi-grain habitat models that combine satellite sensors with different resolutions explain bird species richness patterns best	47
Improved tropical deep convective cloud detection using MODIS observations with an active sensor trained machine learning algorithm	47
Editorial Board	46
Improved assessment of post-fire recovery trajectory of forests in Amazon's protected areas	46
Arctic shrub expansion revealed by Landsat-derived multitemporal vegetation cover fractions in the Western Canadian Arctic	46
Regional-scale cotton yield forecast via data-driven spatio-temporal prediction (STP) of solar-induced chlorophyll fluorescence (SIF)	46
Two-stage downscaling and correction cascade learning framework for generating long-time series seamless soil moisture	46
A remote sensing model for coral recruitment habitat	46
Unveiling coastal change across the Arctic with full Landsat collections and data fusion	46
Changes in glacier surface temperature across the Third Pole from 2000 to 2021	46
Mapping forest canopy fuel parameters at European scale using spaceborne LiDAR and satellite data	46
Temporal expansion of the nighttime light images of SDGSAT-1 satellite in illuminating ground object extraction by joint observation of NPP-VIIRS and sentinel-2A images	46
Improving the capability of D-InSAR combined with offset-tracking for monitoring glacier velocity	46
Sensitivity of sun-induced chlorophyll fluorescence (SIF) and hyperspectral reflectance to drought response in soybean genotypes with contrasting affinities for arbuscular mycorrhizal fungi	45
Polygon-Informed Cross-Track Altimetry (PICTA): Estimating river water level profiles with the Sentinel-6 altimeter	45
GLOSTFM: A global spatiotemporal fusion model integrating multi-source satellite observations to enhance land surface temperature resolution	45
3D Monte Carlo differentiable radiative transfer with DART	45
Multitemporal airborne imaging spectrometry and fluorometry reveal contrasting photoprotective responses of trees	45
Estimating leaf mass per area with leaf radiative transfer model	45
Aquarius sea surface salinity retrieval in coastal regions based on deep neural networks	45