Remote Sensing of Environment

Article	Citations
Editorial Board	373
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	364
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]	353
Deriving leaf-scale chlorophyll index (CIleaf) from canopy reflectance by correcting for the canopy multiple scattering based on spectral invariant theory	276
Seasonality of vegetation greenness in Southeast Asia unveiled by geostationary satellite observations	268
Air pollution scenario over Pakistan: Characterization and ranking of extremely polluted cities using long-term concentrations of aerosols and trace gases	253
True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis	237
Generating high-resolution total canopy SIF emission from TROPOMI data: Algorithm and application	236
Thermal infrared reflectance characteristics of natural leaves in 8–14 μm region: Mechanistic modeling and relationships with leaf water content	234
Arctic Sea ice leads detected using sentinel-1B SAR image and their responses to atmosphere circulation and sea ice dynamics	223
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin	218
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	213
Multipeak retracking of radar altimetry waveforms over ice sheets	173
Evaluating urban methane emissions from space using TROPOMI methane and carbon monoxide observations	167
Examining partial-column density retrieval of lower-tropospheric CO2 from GOSAT target observations over global megacities	162
Joint exploitation of space-borne and ground-based multitemporal InSAR measurements for volcano monitoring: The Stromboli volcano case study	158
Gravity recovery from SWOT altimetry using geoid height and geoid gradient	158
A novel identification method for unrevealed mesoscale eddies with transient and weak features-Capricorn Eddies as an example	157
Unsupervised object-based spectral unmixing for subpixel mapping	155
Characterization and prediction of InSAR-derived ground motion with ICA-assisted LSTM model	153
Multi-source data analysis to assess the past and present kinematics of the Pisciotta Deep-Seated Gravitational Slope Deformation (southern Italy)	151
Correcting for the clumping effect in leaf area index calculations using one-dimensional fractal dimension	151
Multi-decadal analysis of high-resolution albedo changes induced by urbanization over contrasted Chinese cities based on Landsat data	147
A parametric approach for global estimation of forest above-ground biomass with SMOS and SMAP L-band radiometer data	145
Downscaling canopy photochemical reflectance index to leaf level by correcting for the soil effects	145

Entity-based image analysis: A new strategy to map rural settlements from Landsat images	144
Mechanism and algorithm for addressing the impact of multiple scattering on surface elevation extraction in photon-counting LiDAR data	144
Persistent upwelling in the Mid-Atlantic Bight detected using gap-filled, high-resolution satellite SST	136
Joint mapping of melt pond bathymetry and water volume on sea ice using optical remote sensing images and physical reflectance models	127
Estimation of summer pan-Arctic ice draft from satellite passive microwave observations	126
3D Monte Carlo surface-atmosphere radiative transfer modelling with DART	126
Field-scale dynamics of planting dates in the US Corn Belt from 2000 to 2020	126
Extracting flowering phenology from grassland species mixtures using time-lapse cameras	123
Exploring spectral and phylogenetic diversity links with functional structure of aquatic plant communities	123
Deep-learning-based burned area mapping using the synergy of Sentinel-1&2 data	121
A new fog and low stratus retrieval for tropical South America reveals widespread fog in lowland forests	118
Difference in seasonal peak timing of soybean far-red SIF and GPP explained by canopy structure and chlorophyll content	115
Estimating 1 km gridded daily air temperature using a spatially varying coefficient model with sign preservation	114
Using time series of MODIS land surface phenology to model temperature and photoperiod controls on spring greenup in North American deciduous forests	114
Automated detection and tracking of medium-large icebergs from Sentinel-1 imagery using Google Earth Engine	113
Geographically and temporally weighted neural network for winter wheat yield prediction	113
UrbanWatch: A 1-meter resolution land cover and land use database for 22 major cities in the United States	111
A model based on spectral invariant theory for correcting topographic effects on vegetation canopy reflectance	110
Filling gaps in cloudy Landsat LST product by spatial-temporal fusion of multi-scale data	109
A deep learning model for incorporating temporal information in haze removal	106
A PSI targets characterization approach to interpreting surface displacement signals: A case study of the Shanghai metro tunnels	104
Indices enhance biological soil crust mapping in sandy and desert lands	103
Semantic segmentation of water bodies in very high-resolution satellite and aerial images	103
Recent change in ecosystem water use efficiency in China mainly dominated by vegetation greening and increased CO2	103
Eutrophication state in the Eastern China based on Landsat 35-year observations	102
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	99
World Settlement Footprint 3D - A first three-dimensional survey of the global building stock	98
Modeling the start of frozen dates with leaf senescence over Tibetan Plateau	98
BESSv2.0: A satellite-based and coupled-process model for quantifying long-term global land–atmosphere fluxes	98
Monitoring volcanic CO2 flux by the remote sensing of vegetation on Mt. Etna, Italy	97
Machine learning-based generation of high-resolution 3D full-coverage aerosol distribution data over China using multisource data	96
Improving the combined use of reflectance and thermal channels for ocean and coastal cloud detection for the Sea and Land Surface Temperature Radiometer (SLSTR)	96
A generalized framework for drought monitoring across Central European grassland gradients with Sentinel-2 time series	95
Net primary production in the Labrador Sea between 2014 and 2022 derived from ocean colour remote sensing based on ecological regimes	93
On the ambiguity removal of wind direction derived from space-borne SAR imagery using deep learning	93
Analyzing GOES-R ABI BRDF-adjusted EVI2 time series by comparing with VIIRS observations over the CONUS	93
Spectral-temporal traits in Sentinel-1 C-band SAR and Sentinel-2 multispectral remote sensing time series for 61 tree species in Central Europe	92
An adaptive spatiotemporal tensor reconstruction method for GIMMS-3g+ NDVI	92
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	90
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
Mapping inundated bathymetry for estimating lake water storage changes from SRTM DEM: A global investigation	90
A machine learning-based accuracy enhancement on EUMETSAT H-SAF H35 effective snow-covered area product	89
Phenology-based classification of invasive annual grasses to the species level	88
Spatial homogeneity from temporal stability: Exploiting the combined hyper-frequent revisit of Terra and Aqua to guide Earth System Science	88
This is MATE: A Multiple scAttering correcTion rEtrieval algorithm for accurate lidar profiling of seawater optical properties	87
Reappraisal of SMAP inversion algorithms for soil moisture and vegetation optical depth	86
Estimating river discharge across scales with a novel regional gauging method driven by Sentinel satellite data	86
Benefits of fully focused SAR altimetry to coastal wave height estimates: A case study in the North Sea	86
Evaluating the performance of airborne and spaceborne lidar for mapping biomass in the United States' largest dry woodland ecosystem	85
A new Multivariate Drought Severity Index to identify short-term hydrological signals: case study of the Amazon River basin	85

Ozone profiles without blind area retrieved from MAX-DOAS measurements and comprehensive validation with multi-platform observations	83
Unoccupied aerial system (UAS) Structure-from-Motion canopy fuel parameters: Multisite area-based modelling across forests in California, USA	83
A novel global snow depth retrieval method considering snow metamorphism and forest influence	83
Coupling physical constraints with machine learning for satellite-derived evapotranspiration of the Tibetan Plateau	83
Spatio-temporal variability of water use efficiency and its drivers in major forest formations in India	83
Determining maximum entropy in 3D remote sensing height distributions and using it to improve aboveground biomass modelling via stratification	82
CloudS2Mask: A novel deep learning approach for improved cloud and cloud shadow masking in Sentinel-2 imagery	80
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	80
The influence of surface canopy water on the relationship between L-band backscatter and biophysical variables in agricultural monitoring	79
Leveraging Landsat-8/-9 underfly observations to evaluate consistency in reflectance products over aquatic environments	78
A moisture-based triangle approach for estimating surface evaporative fraction with time-series of remotely sensed data	78
Towards accurate mapping of forest in tropical landscapes: A comparison of datasets on how forest transition matters	78
Assessing a soil-removed semi-empirical model for estimating leaf chlorophyll content	78
Novel algorithms for pair and pixel selection and atmospheric error correction in multitemporal InSAR	78
Extrapolation of electromagnetic pointing error corrections for Sentinel-1 Doppler currents from land areas to the open ocean	77
Phytoplankton composition from sPACE: Requirements, opportunities, and challenges	76
Radar altimeter waveform simulations in Antarctica with the Snow Microwave Radiative Transfer Model (SMRT)	75
Reconstruction of long-term high-resolution lake variability: Algorithm improvement and applications in China	75
Millimeter to centimeter scale precision water-level monitoring using GNSS reflectometry: Application to the South-to-North Water Diversion Project, China	74
Mountain snow depth retrievals from customized processing of ICESat-2 satellite laser altimetry	74
Predicting plant biomass and species richness in temperate grasslands across regions, time, and land management with remote sensing and deep learning	73
Distinguishing forest types in restored tropical landscapes with UAV-borne LIDAR	73
A unified deep learning framework for urban functional zone extraction based on multi-source heterogeneous data	73
Detection and characterization of coastal tidal wetland change in the northeastern US using Landsat time series	73
Consistent metropolitan boundaries for the remote sensing of urban land	72
Transfer learning in environmental remote sensing	72
Robust retrieval of soil moisture at field scale across wide-ranging SAR incidence angles for soybean, wheat, forage, oat and grass	71
SDGSAT-1 nighttime light data improve village-scale built-up delineation	71
From parcel to continental scale – A first European crop type map based on Sentinel-1 and LUCAS Copernicus in-situ observations	71
Accurate mean wave period from SWIM instrument on-board CFOSAT	70
Deep learning solver unites SDGSAT-1 observations and Navier–Stokes theory for oceanic vortex streets	70
The urban morphology on our planet – Global perspectives from space	70
STARS: A novel gap-filling method for SDGSAT-1 nighttime light imagery using spatiotemporal and spectral synergy	70
Deriving anisotropic correction for upwelling radiance from PACE's multi-angle polarimetry	70
A review of statistical methods used for developing large-scale and long-term PM2.5 models from satellite data	70
A uniformly most powerful detector of gas plumes against a cluttered background	69
Tracking states and transitions in semiarid rangelands: A spatiotemporal archetypal analysis of productivity dynamics using wavelets	69
Satellite solar-induced chlorophyll fluorescence and near-infrared reflectance capture complementary aspects of dryland vegetation productivity dynamics	69
First TanSat CO2 retrieval over land and ocean using both nadir and glint spectroscopy	68
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	67
Changes in GEDI-based measures of forest structure after large California wildfires relative to pre-fire conditions	67
Addressing critical influences on L-band radar backscatter for improved estimates of basal area and change	67
Examining CNN terrain model for TanDEM-X DEMs using ICESat-2 data in Southeastern United States	66
Editorial Board	66
Editorial Board	66
Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning	66
A hyperspectral view of the nearshore Mississippi River Delta: Characterizing suspended particles in coastal wetlands using imaging spectroscopy	66
Practical recommendations and limitations for pushbroom hyperspectral imaging of tree stems	66
Coupling ecological concepts with an ocean-colour model: Phytoplankton size structure	65
Mapping large-scale pantropical forest canopy height by integrating GEDI lidar and TanDEM-X InSAR data	65
Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression	64
Impact of vegetation phenology on anisotropy of artificial light at night - Evidence from multi-angle satellite observations	63
Co-registration accuracy between Landsat-8 and Sentinel-2 orthorectified products	63
Tropical cyclone signatures in SAR ocean radial Doppler Velocity	62
Soil moisture content estimate with drying process segmentation using shortwave infrared bands	62
The 21 July 2020 Shaziba landslide in China: Results from multi-source satellite remote sensing	62
An integrated method for angular and temporal reconstruction of land surface temperatures	62
Solar photovoltaic module detection using laboratory and airborne imaging spectroscopy data	62
First lunar-light mapping of nighttime dust season oceanic aerosol optical depth over North Atlantic from space	61
Bridging the gap between airborne and spaceborne imaging spectroscopy for mountain glacier surface property retrievals	61
An advanced soil organic carbon content prediction model via fused temporal-spatial-spectral (TSS) information based on machine learning and deep learning algorithms	61
Quantifying tropical forest structure through terrestrial and UAV laser scanning fusion in Australian rainforests	61
Monthly mapping of forest harvesting using dense time series Sentinel-1 SAR imagery and deep learning	61
Lighting characteristics of public space in urban functional areas based on SDGSAT-1 glimmer imagery:A case study in Beijing, China	60
Long-term ice mass changes in Greenland and Antarctica derived from satellite laser ranging	60
Retrieving bbp and POC from CALIOP: A deep neural network approach	60
Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches	60
Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks	60
Remotely sensed habitat diversity predicts species diversity on coral reefs	60
Refined InSAR tropospheric delay correction for wide-area landslide identification and monitoring	60
An atmospheric influence correction method for longwave radiation-based in-situ land surface temperature	60
Fractional cover mapping of wildland-urban interface fuels using Landsat, Sentinel 1 and PALSAR imagery	60
The QAA-RGB: A universal three-band absorption and backscattering retrieval algorithm for high resolution satellite sensors. Development and implementation in ACOLITE	59
Validation of the hot-spot model with terrestrial laser scanning	58
Editorial Board	58
Editorial Board	58
Bushfire recovery at a long-term tall eucalypt flux site through the lens of a satellite: Combining multi-scale data for structural-functional insight	57
Quantify and account for field reference errors in forest remote sensing studies	57
Low-amplitude brittle deformations revealed by UAV surveys in alluvial fans along the northwest coast of Lake Baikal: Neotectonic significance and geological hazards	57
Rainfall-caused water film on canopy surface biases remotely-sensed vegetation greenness	56

Establishing the global isoscape of leaf carbon in C3 plants through the integrations of remote sensing, carbon, geographic, and physiological information	56
Understanding temperature variations in mountainous regions: The relationship between satellite-derived land surface temperature and in situ near-surface air temperature	56
Phase unwrapping of SAR interferogram from modified U-net via training data simulation and network structure optimization	56
A global-scale intercomparison of Triple Collocation Analysis- and ground-based soil moisture time-variant errors derived from different rescaling techniques	55
The retrieval of aerosol optical properties based on a random forest machine learning approach: Exploration of geostationary satellite images	55
Estimate of daytime single-layer cloud base height from advanced baseline imager measurements	55
Integrating InSAR and non-rigid optical pixel offsets to explore the kinematic behaviors of the Lanuza complex landslide	55
Impact of microwave observations on the estimation of Arctic sea surface temperatures	55
A river runs through it: Robust automated mapping of riparian woodlands and land surface phenology across dryland regions	55
Burned area detection and mapping using time series Sentinel-2 multispectral images	55
Spatial-temporal evolution of landslides spanning the impoundment of Baihetan mega hydropower project revealed by satellite radar interferometry	54
Continuity between NASA MODIS Collection 6.1 and VIIRS Collection 2 land products	54
Quantifying the sensitivity of L-Band SAR to a decade of vegetation structure changes in savannas	54
Exploring the potential of Aeolus lidar mission for ocean color applications	54
Mapping fine-scale building heights in urban agglomeration with spaceborne lidar	54
Urbanization-induced spatial and temporal patterns of local drought revealed by high-resolution fused remotely sensed datasets	54
Daily estimation of gross primary production under all sky using a light use efficiency model coupled with satellite passive microwave measurements	54
Characterization of Tajogaite volcanic plumes detected over the Iberian Peninsula from a set of satellite and ground-based remote sensing instrumentation	53
Improving retrieval of leaf chlorophyll content from Sentinel-2 and Landsat-7/8 imagery by correcting for canopy structural effects	53
Kilometer-level glyoxal retrieval via satellite for anthropogenic volatile organic compound emission source and secondary organic aerosol formation identification	53
Canopy height estimation from PlanetScope time series with spatio-temporal deep learning	53
Croplands intensify regional and global warming according to satellite observations	53
A three-step semi analytical algorithm (3SAA) for estimating inherent optical properties over oceanic, coastal, and inland waters from remote sensing reflectance	53
Generalized radiative transfer emulation for imaging spectroscopy reflectance retrievals	53
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	52
A full-level fused cross-task transfer learning method for building change detection using noise-robust pretrained networks on crowdsourced labels	52
Non-destructive estimation of individual tree biomass: Allometric models, terrestrial and UAV laser scanning	52
Accurate reconstruction of satellite-derived SST under cloud and cloud-free areas using a physically-informed machine learning approach	52
Remote sensing of diverse urban environments: From the single city to multiple cities	51
3D radiative transfer modeling of structurally complex forest canopies through a lightweight boundary-based description of leaf clusters	51
Inter-comparison of melt pond products from optical satellite imagery	51
Pakistan's 2022 floods: Spatial distribution, causes and future trends from Sentinel-1 SAR observations	51
Nonlinear effects of surface soil moisture changes on vegetation greenness over the Tibetan plateau	51
High-frequency time series comparison of Sentinel-1 and Sentinel-2 satellites for mapping open and vegetated water across the United States (2017–2021)	51
Remote sensing of dissolved CO2 concentrations in meso-eutrophic lakes using Sentinel-3 imagery	51
How much inundation occurs in the Amazon River basin?	51
CascadeDumpNet: Enhancing open dumpsite detection through deep learning and AutoML integrated dual-stage approach using high-resolution satellite imagery	51
The many shades of red tides: Sentinel-2 optical types of highly-concentrated harmful algal blooms	51
Machine learning forecast of surface solar irradiance from meteo satellite data	50
Soil moisture as an essential component for delineating and forecasting agricultural rather than meteorological drought	50
Hidden becomes clear: Optical remote sensing of vegetation reveals water table dynamics in northern peatlands	50
A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery	50
Unravelling a large methane emission discrepancy in Mexico using satellite observations	50
Mapping urban construction sites in China through geospatial data fusion: Methods and applications	49
Unveiling coastal change across the Arctic with full Landsat collections and data fusion	49
Topographic controls on active microwave behavior of mountain snowpacks	49
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar	49
Editorial Board	49
Revolutionizing crop phenotyping: Enhanced UAV LiDAR flight parameter optimization for wide-narrow row cultivation	49
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	49
Multimodal aircraft flight altitude inversion from SDGSAT-1 thermal infrared data	49
Editorial Board	49
Training sensor-agnostic deep learning models for remote sensing: Achieving state-of-the-art cloud and cloud shadow identification with OmniCloudMask	49
Slip surface, volume and evolution of active landslide groups in Gongjue County, eastern Tibetan Plateau from 15-year InSAR observations	48
Extended aerosol and surface characterization from S5P/TROPOMI with GRASP algorithm. Part II: Global validation and Intercomparison	48
Multi-grain habitat models that combine satellite sensors with different resolutions explain bird species richness patterns best	48
Mapping forest canopy fuel parameters at European scale using spaceborne LiDAR and satellite data	48
Mitigating the directional retrieval error of solar-induced chlorophyll fluorescence in the red band	48
Improving the capability of D-InSAR combined with offset-tracking for monitoring glacier velocity	48
Conjugating remotely sensed data assimilation and model-assisted estimation for efficient multivariate forest inventory	48
A robust and flexible satellite aerosol retrieval algorithm for multi-angle polarimetric measurements with physics-informed deep learning method	48
Continuous Sargassum monitoring across the Caribbean Sea and Central Atlantic using multi-sensor satellite observations	48
Uncertainty estimates in the NISAR high-resolution soil moisture retrievals from multi-scale algorithm	48
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	48
Estimating leaf mass per area with leaf radiative transfer model	48
Satellite observed aboveground carbon dynamics in Africa during 2003–2021	48
Climate change and shallow aquifers - Unravelling local hydrogeological impacts and groundwater decline-induced subsidence	48
Detection of wet snow in the Arctic tundra from time-series fully-polarimetric RADARSAT-2 images	47
A dual-branch network for crop-type mapping of scattered small agricultural fields in time series remote sensing images	47
Two-stage downscaling and correction cascade learning framework for generating long-time series seamless soil moisture	47
Regional-scale cotton yield forecast via data-driven spatio-temporal prediction (STP) of solar-induced chlorophyll fluorescence (SIF)	46
Improved generality of wheat green LAI models through mitigation of the effect of leaf chlorophyll content variation with red edge vegetation indices	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
Remote sensing of sun-induced chlorophyll-a fluorescence in inland and coastal waters: Current state and future prospects	46
Evaluation of runoff variability in transboundary basins over High Mountain Asia: Multi-dataset merging based on satellite gravimetry constraint	46
Accounting for canopy structure improves hyperspectral radiative transfer and sun-induced chlorophyll fluorescence representations in a new generation Earth System model	46
An advanced change detection method for time-series soil moisture retrieval from Sentinel-1	46
Where is tea grown in the world: A robust mapping framework for agroforestry crop with knowledge graph and sentinels images	46
Sun-induced chlorophyll fluorescence is more strongly related to photosynthesis with hemispherical than nadir measurements: Evidence from field observations and model simulations	45
A remote sensing model for coral recruitment habitat	45
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	45
Improved tropical deep convective cloud detection using MODIS observations with an active sensor trained machine learning algorithm	45
Trends of ambient O3 levels associated with O3 precursor gases and meteorology in California: Synergies from ground and satellite observations	45
Arctic shrub expansion revealed by Landsat-derived multitemporal vegetation cover fractions in the Western Canadian Arctic	45
Seasonal patterns of spectral diversity at leaf and canopy scales in the Cedar Creek prairie biodiversity experiment	45
Conterminous United States Landsat-8 top of atmosphere and surface reflectance tasseled cap transformation coefficients	45
Changes in glacier surface temperature across the Third Pole from 2000 to 2021	45
Editorial Board	44
Benchmarking downscaled satellite-based soil moisture products using sparse, point-scale ground observations	44
Editorial Board	44
Editorial Board	44
GLOSTFM: A global spatiotemporal fusion model integrating multi-source satellite observations to enhance land surface temperature resolution	44
Editorial Board	44
Synthesizing long-term satellite imagery consistent with climate data: Application to daily snow cover	44