Remote Sensing of Environment

Article	Citations
Editorial Board	355
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	354
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]	339
Deriving leaf-scale chlorophyll index (CIleaf) from canopy reflectance by correcting for the canopy multiple scattering based on spectral invariant theory	271
Examining partial-column density retrieval of lower-tropospheric CO2 from GOSAT target observations over global megacities	260
Seasonality of vegetation greenness in Southeast Asia unveiled by geostationary satellite observations	245
A novel identification method for unrevealed mesoscale eddies with transient and weak features-Capricorn Eddies as an example	233
Downscaling canopy photochemical reflectance index to leaf level by correcting for the soil effects	230
A model based on spectral invariant theory for correcting topographic effects on vegetation canopy reflectance	224
A parametric approach for global estimation of forest above-ground biomass with SMOS and SMAP L-band radiometer data	219
Entity-based image analysis: A new strategy to map rural settlements from Landsat images	212
Mechanism and algorithm for addressing the impact of multiple scattering on surface elevation extraction in photon-counting LiDAR data	210
Persistent upwelling in the Mid-Atlantic Bight detected using gap-filled, high-resolution satellite SST	204
Joint mapping of melt pond bathymetry and water volume on sea ice using optical remote sensing images and physical reflectance models	173
Correcting for the clumping effect in leaf area index calculations using one-dimensional fractal dimension	163
Estimation of summer pan-Arctic ice draft from satellite passive microwave observations	161
Modeling the start of frozen dates with leaf senescence over Tibetan Plateau	161
Recent change in ecosystem water use efficiency in China mainly dominated by vegetation greening and increased CO2	155
Automated detection and tracking of medium-large icebergs from Sentinel-1 imagery using Google Earth Engine	150
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	149
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	149
3D Monte Carlo surface-atmosphere radiative transfer modelling with DART	147
Generating high-resolution total canopy SIF emission from TROPOMI data: Algorithm and application	145
Global land characterisation using land cover fractions at 100 m resolution	145
A PSI targets characterization approach to interpreting surface displacement signals: A case study of the Shanghai metro tunnels	144

Evaluating urban methane emissions from space using TROPOMI methane and carbon monoxide observations	142
Unsupervised object-based spectral unmixing for subpixel mapping	139
Field-scale dynamics of planting dates in the US Corn Belt from 2000 to 2020	139
Gravity recovery from SWOT altimetry using geoid height and geoid gradient	135
Exploring spectral and phylogenetic diversity links with functional structure of aquatic plant communities	134
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin	122
True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis	121
Multi-decadal analysis of high-resolution albedo changes induced by urbanization over contrasted Chinese cities based on Landsat data	120
Geographically and temporally weighted neural network for winter wheat yield prediction	120
Extracting flowering phenology from grassland species mixtures using time-lapse cameras	119
Multi-source data analysis to assess the past and present kinematics of the Pisciotta Deep-Seated Gravitational Slope Deformation (southern Italy)	117
Estimating 1 km gridded daily air temperature using a spatially varying coefficient model with sign preservation	114
Deep-learning-based burned area mapping using the synergy of Sentinel-1&2 data	114
Thermal infrared reflectance characteristics of natural leaves in 8–14 μm region: Mechanistic modeling and relationships with leaf water content	113
A new fog and low stratus retrieval for tropical South America reveals widespread fog in lowland forests	112
Multipeak retracking of radar altimetry waveforms over ice sheets	111
Indices enhance biological soil crust mapping in sandy and desert lands	109
A deep learning model for incorporating temporal information in haze removal	109
UrbanWatch: A 1-meter resolution land cover and land use database for 22 major cities in the United States	108
Difference in seasonal peak timing of soybean far-red SIF and GPP explained by canopy structure and chlorophyll content	107
Eutrophication state in the Eastern China based on Landsat 35-year observations	106
Joint exploitation of space-borne and ground-based multitemporal InSAR measurements for volcano monitoring: The Stromboli volcano case study	106
Arctic Sea ice leads detected using sentinel-1B SAR image and their responses to atmosphere circulation and sea ice dynamics	105
Filling gaps in cloudy Landsat LST product by spatial-temporal fusion of multi-scale data	103
Using time series of MODIS land surface phenology to model temperature and photoperiod controls on spring greenup in North American deciduous forests	103
Air pollution scenario over Pakistan: Characterization and ranking of extremely polluted cities using long-term concentrations of aerosols and trace gases	101
BESSv2.0: A satellite-based and coupled-process model for quantifying long-term global land–atmosphere fluxes	101
World Settlement Footprint 3D - A first three-dimensional survey of the global building stock	98
Semantic segmentation of water bodies in very high-resolution satellite and aerial images	98
Characterization and prediction of InSAR-derived ground motion with ICA-assisted LSTM model	97
Deep learning solver unites SDGSAT-1 observations and Navier–Stokes theory for oceanic vortex streets	95
Extrapolation of electromagnetic pointing error corrections for Sentinel-1 Doppler currents from land areas to the open ocean	95
Monitoring volcanic CO2 flux by the remote sensing of vegetation on Mt. Etna, Italy	93
Improving the combined use of reflectance and thermal channels for ocean and coastal cloud detection for the Sea and Land Surface Temperature Radiometer (SLSTR)	93
Estimating river discharge across scales with a novel regional gauging method driven by Sentinel satellite data	92
This is MATE: A Multiple scAttering correcTion rEtrieval algorithm for accurate lidar profiling of seawater optical properties	92
Millimeter to centimeter scale precision water-level monitoring using GNSS reflectometry: Application to the South-to-North Water Diversion Project, China	91
Net primary production in the Labrador Sea between 2014 and 2022 derived from ocean colour remote sensing based on ecological regimes	90
A generalized framework for drought monitoring across Central European grassland gradients with Sentinel-2 time series	90
A new Multivariate Drought Severity Index to identify short-term hydrological signals: case study of the Amazon River basin	90
Consistent metropolitan boundaries for the remote sensing of urban land	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	89
A machine learning-based accuracy enhancement on EUMETSAT H-SAF H35 effective snow-covered area product	88
STARS: A novel gap-filling method for SDGSAT-1 nighttime light imagery using spatiotemporal and spectral synergy	88
Determining maximum entropy in 3D remote sensing height distributions and using it to improve aboveground biomass modelling via stratification	87
Spatial homogeneity from temporal stability: Exploiting the combined hyper-frequent revisit of Terra and Aqua to guide Earth System Science	87
Ozone profiles without blind area retrieved from MAX-DOAS measurements and comprehensive validation with multi-platform observations	87
Spectral-temporal traits in Sentinel-1 C-band SAR and Sentinel-2 multispectral remote sensing time series for 61 tree species in Central Europe	87
On the ambiguity removal of wind direction derived from space-borne SAR imagery using deep learning	86
Unoccupied aerial system (UAS) Structure-from-Motion canopy fuel parameters: Multisite area-based modelling across forests in California, USA	86

The influence of surface canopy water on the relationship between L-band backscatter and biophysical variables in agricultural monitoring	86
Distinguishing forest types in restored tropical landscapes with UAV-borne LIDAR	85
Radar altimeter waveform simulations in Antarctica with the Snow Microwave Radiative Transfer Model (SMRT)	84
A moisture-based triangle approach for estimating surface evaporative fraction with time-series of remotely sensed data	83
Novel algorithms for pair and pixel selection and atmospheric error correction in multitemporal InSAR	83
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	83
A unified deep learning framework for urban functional zone extraction based on multi-source heterogeneous data	83
Analyzing GOES-R ABI BRDF-adjusted EVI2 time series by comparing with VIIRS observations over the CONUS	82
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	81
Reappraisal of SMAP inversion algorithms for soil moisture and vegetation optical depth	81
A review of statistical methods used for developing large-scale and long-term PM2.5 models from satellite data	80
Benefits of fully focused SAR altimetry to coastal wave height estimates: A case study in the North Sea	80
CloudS2Mask: A novel deep learning approach for improved cloud and cloud shadow masking in Sentinel-2 imagery	80
Spatio-temporal variability of water use efficiency and its drivers in major forest formations in India	79
SDGSAT-1 nighttime light data improve village-scale built-up delineation	78
Mapping inundated bathymetry for estimating lake water storage changes from SRTM DEM: A global investigation	77
A novel global snow depth retrieval method considering snow metamorphism and forest influence	77
Detection and characterization of coastal tidal wetland change in the northeastern US using Landsat time series	77
From parcel to continental scale – A first European crop type map based on Sentinel-1 and LUCAS Copernicus in-situ observations	76
The urban morphology on our planet – Global perspectives from space	76
Evaluating the performance of airborne and spaceborne lidar for mapping biomass in the United States' largest dry woodland ecosystem	76
Phenology-based classification of invasive annual grasses to the species level	76
An adaptive spatiotemporal tensor reconstruction method for GIMMS-3g+ NDVI	76
Mountain snow depth retrievals from customized processing of ICESat-2 satellite laser altimetry	75
Coupling physical constraints with machine learning for satellite-derived evapotranspiration of the Tibetan Plateau	74
Predicting plant biomass and species richness in temperate grasslands across regions, time, and land management with remote sensing and deep learning	74
Towards accurate mapping of forest in tropical landscapes: A comparison of datasets on how forest transition matters	73
Leveraging Landsat-8/-9 underfly observations to evaluate consistency in reflectance products over aquatic environments	73
Transfer learning in environmental remote sensing	73
Assessing a soil-removed semi-empirical model for estimating leaf chlorophyll content	72
Reconstruction of long-term high-resolution lake variability: Algorithm improvement and applications in China	72
Phytoplankton composition from sPACE: Requirements, opportunities, and challenges	72
First TanSat CO2 retrieval over land and ocean using both nadir and glint spectroscopy	70
Robust retrieval of soil moisture at field scale across wide-ranging SAR incidence angles for soybean, wheat, forage, oat and grass	70
The 21 July 2020 Shaziba landslide in China: Results from multi-source satellite remote sensing	70
Refined InSAR tropospheric delay correction for wide-area landslide identification and monitoring	69
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	69
Impact of vegetation phenology on anisotropy of artificial light at night - Evidence from multi-angle satellite observations	69
Deriving anisotropic correction for upwelling radiance from PACE's multi-angle polarimetry	69
Soil moisture content estimate with drying process segmentation using shortwave infrared bands	69
Addressing critical influences on L-band radar backscatter for improved estimates of basal area and change	69
Changes in GEDI-based measures of forest structure after large California wildfires relative to pre-fire conditions	68
The QAA-RGB: A universal three-band absorption and backscattering retrieval algorithm for high resolution satellite sensors. Development and implementation in ACOLITE	68
Lighting characteristics of public space in urban functional areas based on SDGSAT-1 glimmer imagery:A case study in Beijing, China	68
Co-registration accuracy between Landsat-8 and Sentinel-2 orthorectified products	68
Mapping large-scale pantropical forest canopy height by integrating GEDI lidar and TanDEM-X InSAR data	67
Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression	67
Coupling ecological concepts with an ocean-colour model: Phytoplankton size structure	67
An integrated method for angular and temporal reconstruction of land surface temperatures	67
Editorial Board	66
Editorial Board	66
Long-term ice mass changes in Greenland and Antarctica derived from satellite laser ranging	66
Examining CNN terrain model for TanDEM-X DEMs using ICESat-2 data in Southeastern United States	66
Individual tree crown detection from high spatial resolution imagery using a revised local maximum filtering	65
Remotely sensed habitat diversity predicts species diversity on coral reefs	65
Tropical cyclone signatures in SAR ocean radial Doppler Velocity	65
A hyperspectral view of the nearshore Mississippi River Delta: Characterizing suspended particles in coastal wetlands using imaging spectroscopy	65
Practical recommendations and limitations for pushbroom hyperspectral imaging of tree stems	64
Monthly mapping of forest harvesting using dense time series Sentinel-1 SAR imagery and deep learning	64
First lunar-light mapping of nighttime dust season oceanic aerosol optical depth over North Atlantic from space	63
Satellite solar-induced chlorophyll fluorescence and near-infrared reflectance capture complementary aspects of dryland vegetation productivity dynamics	63
Retrieving bbp and POC from CALIOP: A deep neural network approach	62
Bridging the gap between airborne and spaceborne imaging spectroscopy for mountain glacier surface property retrievals	61
Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning	61
Solar photovoltaic module detection using laboratory and airborne imaging spectroscopy data	61
Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches	60
An advanced soil organic carbon content prediction model via fused temporal-spatial-spectral (TSS) information based on machine learning and deep learning algorithms	60
Quantifying tropical forest structure through terrestrial and UAV laser scanning fusion in Australian rainforests	60
Tracking states and transitions in semiarid rangelands: A spatiotemporal archetypal analysis of productivity dynamics using wavelets	60
A uniformly most powerful detector of gas plumes against a cluttered background	59
Fractional cover mapping of wildland-urban interface fuels using Landsat, Sentinel 1 and PALSAR imagery	59
Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks	59
Accurate mean wave period from SWIM instrument on-board CFOSAT	59
An atmospheric influence correction method for longwave radiation-based in-situ land surface temperature	59
Remote sensing of dissolved CO2 concentrations in meso-eutrophic lakes using Sentinel-3 imagery	58
Editorial Board	58
Validation of the hot-spot model with terrestrial laser scanning	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	58
Editorial Board	58
Mapping urban construction sites in China through geospatial data fusion: Methods and applications	57

Quantify and account for field reference errors in forest remote sensing studies	57
Phase unwrapping of SAR interferogram from modified U-net via training data simulation and network structure optimization	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
Establishing the global isoscape of leaf carbon in C3 plants through the integrations of remote sensing, carbon, geographic, and physiological information	57
Understanding temperature variations in mountainous regions: The relationship between satellite-derived land surface temperature and in situ near-surface air temperature	56
Hidden becomes clear: Optical remote sensing of vegetation reveals water table dynamics in northern peatlands	56
Inter-comparison of melt pond products from optical satellite imagery	56
Accurate reconstruction of satellite-derived SST under cloud and cloud-free areas using a physically-informed machine learning approach	56
Canopy height estimation from PlanetScope time series with spatio-temporal deep learning	56
CascadeDumpNet: Enhancing open dumpsite detection through deep learning and AutoML integrated dual-stage approach using high-resolution satellite imagery	56
Croplands intensify regional and global warming according to satellite observations	56
Multimodal aircraft flight altitude inversion from SDGSAT-1 thermal infrared data	55
Unravelling a large methane emission discrepancy in Mexico using satellite observations	55
Impact of microwave observations on the estimation of Arctic sea surface temperatures	55
A global-scale intercomparison of Triple Collocation Analysis- and ground-based soil moisture time-variant errors derived from different rescaling techniques	55
Integrating InSAR and non-rigid optical pixel offsets to explore the kinematic behaviors of the Lanuza complex landslide	55
Urbanization-induced spatial and temporal patterns of local drought revealed by high-resolution fused remotely sensed datasets	55
Generalized radiative transfer emulation for imaging spectroscopy reflectance retrievals	55
The retrieval of aerosol optical properties based on a random forest machine learning approach: Exploration of geostationary satellite images	54
Nonlinear effects of surface soil moisture changes on vegetation greenness over the Tibetan plateau	54
Exploring the potential of Aeolus lidar mission for ocean color applications	53
A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery	53
Improving retrieval of leaf chlorophyll content from Sentinel-2 and Landsat-7/8 imagery by correcting for canopy structural effects	53
Soil moisture as an essential component for delineating and forecasting agricultural rather than meteorological drought	53
Continuity between NASA MODIS Collection 6.1 and VIIRS Collection 2 land products	53
Daily estimation of gross primary production under all sky using a light use efficiency model coupled with satellite passive microwave measurements	53
Pakistan's 2022 floods: Spatial distribution, causes and future trends from Sentinel-1 SAR observations	53
A river runs through it: Robust automated mapping of riparian woodlands and land surface phenology across dryland regions	52
Estimate of daytime single-layer cloud base height from advanced baseline imager measurements	52
Statistical uncertainty analysis-based precipitation merging (SUPER): A new framework for improved global precipitation estimation	52
How much inundation occurs in the Amazon River basin?	52
Kilometer-level glyoxal retrieval via satellite for anthropogenic volatile organic compound emission source and secondary organic aerosol formation identification	52
A three-step semi analytical algorithm (3SAA) for estimating inherent optical properties over oceanic, coastal, and inland waters from remote sensing reflectance	52
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar	52
Aerosol characteristics from earth observation systems: A comprehensive investigation over South Asia (2000–2019)	52
3D radiative transfer modeling of structurally complex forest canopies through a lightweight boundary-based description of leaf clusters	52
Characterization of Tajogaite volcanic plumes detected over the Iberian Peninsula from a set of satellite and ground-based remote sensing instrumentation	51
Mapping fine-scale building heights in urban agglomeration with spaceborne lidar	51
The many shades of red tides: Sentinel-2 optical types of highly-concentrated harmful algal blooms	51
A full-level fused cross-task transfer learning method for building change detection using noise-robust pretrained networks on crowdsourced labels	51
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	51
Burned area detection and mapping using time series Sentinel-2 multispectral images	50
Editorial Board	50
Machine learning forecast of surface solar irradiance from meteo satellite data	50
Spatial-temporal evolution of landslides spanning the impoundment of Baihetan mega hydropower project revealed by satellite radar interferometry	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
Quantifying the sensitivity of L-Band SAR to a decade of vegetation structure changes in savannas	50
Non-destructive estimation of individual tree biomass: Allometric models, terrestrial and UAV laser scanning	50
A dual-branch network for crop-type mapping of scattered small agricultural fields in time series remote sensing images	49
Improved tropical deep convective cloud detection using MODIS observations with an active sensor trained machine learning algorithm	49
Editorial Board	49
Unveiling coastal change across the Arctic with full Landsat collections and data fusion	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
Revolutionizing crop phenotyping: Enhanced UAV LiDAR flight parameter optimization for wide-narrow row cultivation	49
How to consider the effects of time of day, beam strength, and snow cover in ICESat-2 based estimation of boreal forest biomass?	48
Two-stage downscaling and correction cascade learning framework for generating long-time series seamless soil moisture	48
Mitigating the directional retrieval error of solar-induced chlorophyll fluorescence in the red band	48
Changes in glacier surface temperature across the Third Pole from 2000 to 2021	48
Improved generality of wheat green LAI models through mitigation of the effect of leaf chlorophyll content variation with red edge vegetation indices	48
Uncertainty estimates in the NISAR high-resolution soil moisture retrievals from multi-scale algorithm	48
Training sensor-agnostic deep learning models for remote sensing: Achieving state-of-the-art cloud and cloud shadow identification with OmniCloudMask	48
Topographic controls on active microwave behavior of mountain snowpacks	48
Extended aerosol and surface characterization from S5P/TROPOMI with GRASP algorithm. Part II: Global validation and Intercomparison	48
Climate change and shallow aquifers - Unravelling local hydrogeological impacts and groundwater decline-induced subsidence	48
Conterminous United States Landsat-8 top of atmosphere and surface reflectance tasseled cap transformation coefficients	47
Conjugating remotely sensed data assimilation and model-assisted estimation for efficient multivariate forest inventory	47
Arctic shrub expansion revealed by Landsat-derived multitemporal vegetation cover fractions in the Western Canadian Arctic	47
An advanced change detection method for time-series soil moisture retrieval from Sentinel-1	47
Evaluation of runoff variability in transboundary basins over High Mountain Asia: Multi-dataset merging based on satellite gravimetry constraint	47
A remote sensing model for coral recruitment habitat	47
The Copernicus Sentinel-6 mission: Enhanced continuity of satellite sea level measurements from space	47
Trends of ambient O3 levels associated with O3 precursor gases and meteorology in California: Synergies from ground and satellite observations	47
Seasonal patterns of spectral diversity at leaf and canopy scales in the Cedar Creek prairie biodiversity experiment	47
Detection of wet snow in the Arctic tundra from time-series fully-polarimetric RADARSAT-2 images	47
Estimating leaf mass per area with leaf radiative transfer model	47
Improving the capability of D-InSAR combined with offset-tracking for monitoring glacier velocity	46
Satellite observed aboveground carbon dynamics in Africa during 2003–2021	46
Accounting for canopy structure improves hyperspectral radiative transfer and sun-induced chlorophyll fluorescence representations in a new generation Earth System model	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
Sun-induced chlorophyll fluorescence is more strongly related to photosynthesis with hemispherical than nadir measurements: Evidence from field observations and model simulations	46
Regional-scale cotton yield forecast via data-driven spatio-temporal prediction (STP) of solar-induced chlorophyll fluorescence (SIF)	46
A robust and flexible satellite aerosol retrieval algorithm for multi-angle polarimetric measurements with physics-informed deep learning method	46
Multi-grain habitat models that combine satellite sensors with different resolutions explain bird species richness patterns best	46
Remote sensing of sun-induced chlorophyll-a fluorescence in inland and coastal waters: Current state and future prospects	46
Where is tea grown in the world: A robust mapping framework for agroforestry crop with knowledge graph and sentinels images	46
Mapping forest canopy fuel parameters at European scale using spaceborne LiDAR and satellite data	46
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	45
Benchmarking downscaled satellite-based soil moisture products using sparse, point-scale ground observations	45
GLOSTFM: A global spatiotemporal fusion model integrating multi-source satellite observations to enhance land surface temperature resolution	45
Synthesizing long-term satellite imagery consistent with climate data: Application to daily snow cover	45
Continuous Sargassum monitoring across the Caribbean Sea and Central Atlantic using multi-sensor satellite observations	45
Multitemporal airborne imaging spectrometry and fluorometry reveal contrasting photoprotective responses of trees	45
Measuring topographic change after volcanic eruptions using multistatic SAR satellites: Simulations in preparation for ESA’s Harmony mission	45
Year-round sea ice and snow characterization from combined passive and active microwave observations and radiative transfer modeling	44