Remote Sensing of Environment

Article	Citations
Editorial Board	338
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	332
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]	317
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	260
Deriving leaf-scale chlorophyll index (CIleaf) from canopy reflectance by correcting for the canopy multiple scattering based on spectral invariant theory	244
Difference in seasonal peak timing of soybean far-red SIF and GPP explained by canopy structure and chlorophyll content	239
Examining partial-column density retrieval of lower-tropospheric CO2 from GOSAT target observations over global megacities	223
Seasonality of vegetation greenness in Southeast Asia unveiled by geostationary satellite observations	222
Global land characterisation using land cover fractions at 100 m resolution	215
Extracting flowering phenology from grassland species mixtures using time-lapse cameras	213
Indices enhance biological soil crust mapping in sandy and desert lands	210
A novel identification method for unrevealed mesoscale eddies with transient and weak features-Capricorn Eddies as an example	208
Joint exploitation of space-borne and ground-based multitemporal InSAR measurements for volcano monitoring: The Stromboli volcano case study	201
Downscaling canopy photochemical reflectance index to leaf level by correcting for the soil effects	200
Evaluating urban methane emissions from space using TROPOMI methane and carbon monoxide observations	195
Using time series of MODIS land surface phenology to model temperature and photoperiod controls on spring greenup in North American deciduous forests	166
A new fog and low stratus retrieval for tropical South America reveals widespread fog in lowland forests	156
A model based on spectral invariant theory for correcting topographic effects on vegetation canopy reflectance	154
Thermal infrared reflectance characteristics of natural leaves in 8–14 μm region: Mechanistic modeling and relationships with leaf water content	152
Generating high-resolution total canopy SIF emission from TROPOMI data: Algorithm and application	152
A PSI targets characterization approach to interpreting surface displacement signals: A case study of the Shanghai metro tunnels	146
Eutrophication state in the Eastern China based on Landsat 35-year observations	143
True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis	141
Recent change in ecosystem water use efficiency in China mainly dominated by vegetation greening and increased CO2	139
3D Monte Carlo surface-atmosphere radiative transfer modelling with DART	138

Gravity recovery from SWOT altimetry using geoid height and geoid gradient	138
A deep learning model for incorporating temporal information in haze removal	134
Characterization and prediction of InSAR-derived ground motion with ICA-assisted LSTM model	133
A parametric approach for global estimation of forest above-ground biomass with SMOS and SMAP L-band radiometer data	131
Entity-based image analysis: A new strategy to map rural settlements from Landsat images	130
Unsupervised object-based spectral unmixing for subpixel mapping	129
Mechanism and algorithm for addressing the impact of multiple scattering on surface elevation extraction in photon-counting LiDAR data	128
Persistent upwelling in the Mid-Atlantic Bight detected using gap-filled, high-resolution satellite SST	119
Estimating 1 km gridded daily air temperature using a spatially varying coefficient model with sign preservation	117
Joint mapping of melt pond bathymetry and water volume on sea ice using optical remote sensing images and physical reflectance models	116
Semantic segmentation of water bodies in very high-resolution satellite and aerial images	116
Estimation of summer pan-Arctic ice draft from satellite passive microwave observations	115
Deep-learning-based burned area mapping using the synergy of Sentinel-1&2 data	112
Automated detection and tracking of medium-large icebergs from Sentinel-1 imagery using Google Earth Engine	112
Field-scale dynamics of planting dates in the US Corn Belt from 2000 to 2020	111
World Settlement Footprint 3D - A first three-dimensional survey of the global building stock	110
Multipeak retracking of radar altimetry waveforms over ice sheets	109
Correcting for the clumping effect in leaf area index calculations using one-dimensional fractal dimension	108
Air pollution scenario over Pakistan: Characterization and ranking of extremely polluted cities using long-term concentrations of aerosols and trace gases	108
UrbanWatch: A 1-meter resolution land cover and land use database for 22 major cities in the United States	107
Geographically and temporally weighted neural network for winter wheat yield prediction	106
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin	105
senSCOPE: Modeling mixed canopies combining green and brown senesced leaves. Evaluation in a Mediterranean Grassland	104
Exploring spectral and phylogenetic diversity links with functional structure of aquatic plant communities	104
BESSv2.0: A satellite-based and coupled-process model for quantifying long-term global land–atmosphere fluxes	101
Multi-source data analysis to assess the past and present kinematics of the Pisciotta Deep-Seated Gravitational Slope Deformation (southern Italy)	100
Arctic Sea ice leads detected using sentinel-1B SAR image and their responses to atmosphere circulation and sea ice dynamics	100
Modeling the start of frozen dates with leaf senescence over Tibetan Plateau	99
Filling gaps in cloudy Landsat LST product by spatial-temporal fusion of multi-scale data	96
Multi-decadal analysis of high-resolution albedo changes induced by urbanization over contrasted Chinese cities based on Landsat data	95
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	95
Benefits of fully focused SAR altimetry to coastal wave height estimates: A case study in the North Sea	95
An adaptive spatiotemporal tensor reconstruction method for GIMMS-3g+ NDVI	94
Ozone profiles without blind area retrieved from MAX-DOAS measurements and comprehensive validation with multi-platform observations	94
Deep learning solver unites SDGSAT-1 observations and Navier–Stokes theory for oceanic vortex streets	94
Robust retrieval of soil moisture at field scale across wide-ranging SAR incidence angles for soybean, wheat, forage, oat and grass	91
Radar altimeter waveform simulations in Antarctica with the Snow Microwave Radiative Transfer Model (SMRT)	90
Extrapolation of electromagnetic pointing error corrections for Sentinel-1 Doppler currents from land areas to the open ocean	89
A new Multivariate Drought Severity Index to identify short-term hydrological signals: case study of the Amazon River basin	88
CloudS2Mask: A novel deep learning approach for improved cloud and cloud shadow masking in Sentinel-2 imagery	88
Monitoring volcanic CO2 flux by the remote sensing of vegetation on Mt. Etna, Italy	88
Coupling physical constraints with machine learning for satellite-derived evapotranspiration of the Tibetan Plateau	86
A moisture-based triangle approach for estimating surface evaporative fraction with time-series of remotely sensed data	86
Estimating river discharge across scales with a novel regional gauging method driven by Sentinel satellite data	86
Evaluating the performance of airborne and spaceborne lidar for mapping biomass in the United States' largest dry woodland ecosystem	86
This is MATE: A Multiple scAttering correcTion rEtrieval algorithm for accurate lidar profiling of seawater optical properties	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)	86
The influence of surface canopy water on the relationship between L-band backscatter and biophysical variables in agricultural monitoring	85
Mountain snow depth retrievals from customized processing of ICESat-2 satellite laser altimetry	85
Spatio-temporal variability of water use efficiency and its drivers in major forest formations in India	84

Novel algorithms for pair and pixel selection and atmospheric error correction in multitemporal InSAR	83
SDGSAT-1 nighttime light data improve village-scale built-up delineation	83
Reconstruction of long-term high-resolution lake variability: Algorithm improvement and applications in China	83
Unoccupied aerial system (UAS) Structure-from-Motion canopy fuel parameters: Multisite area-based modelling across forests in California, USA	82
A machine learning-based accuracy enhancement on EUMETSAT H-SAF H35 effective snow-covered area product	82
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	82
STARS: A novel gap-filling method for SDGSAT-1 nighttime light imagery using spatiotemporal and spectral synergy	81
A novel global snow depth retrieval method considering snow metamorphism and forest influence	80
The urban morphology on our planet – Global perspectives from space	80
Spatial homogeneity from temporal stability: Exploiting the combined hyper-frequent revisit of Terra and Aqua to guide Earth System Science	80
A review of statistical methods used for developing large-scale and long-term PM2.5 models from satellite data	79
Mapping inundated bathymetry for estimating lake water storage changes from SRTM DEM: A global investigation	79
Assessing a soil-removed semi-empirical model for estimating leaf chlorophyll content	79
Towards accurate mapping of forest in tropical landscapes: A comparison of datasets on how forest transition matters	79
Determining maximum entropy in 3D remote sensing height distributions and using it to improve aboveground biomass modelling via stratification	77
Reappraisal of SMAP inversion algorithms for soil moisture and vegetation optical depth	76
Predicting plant biomass and species richness in temperate grasslands across regions, time, and land management with remote sensing and deep learning	76
Leveraging Landsat-8/-9 underfly observations to evaluate consistency in reflectance products over aquatic environments	75
Consistent metropolitan boundaries for the remote sensing of urban land	75
On the ambiguity removal of wind direction derived from space-borne SAR imagery using deep learning	75
Millimeter to centimeter scale precision water-level monitoring using GNSS reflectometry: Application to the South-to-North Water Diversion Project, China	75
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	75
A generalized framework for drought monitoring across Central European grassland gradients with Sentinel-2 time series	74
Transfer learning in environmental remote sensing	74
Analyzing GOES-R ABI BRDF-adjusted EVI2 time series by comparing with VIIRS observations over the CONUS	73
A unified deep learning framework for urban functional zone extraction based on multi-source heterogeneous data	73
Phytoplankton composition from sPACE: Requirements, opportunities, and challenges	72
Distinguishing forest types in restored tropical landscapes with UAV-borne LIDAR	72
Spectral-temporal traits in Sentinel-1 C-band SAR and Sentinel-2 multispectral remote sensing time series for 61 tree species in Central Europe	72
From parcel to continental scale – A first European crop type map based on Sentinel-1 and LUCAS Copernicus in-situ observations	71
Phenology-based classification of invasive annual grasses to the species level	71
Detection and characterization of coastal tidal wetland change in the northeastern US using Landsat time series	71
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	70
The 21 July 2020 Shaziba landslide in China: Results from multi-source satellite remote sensing	70
First TanSat CO2 retrieval over land and ocean using both nadir and glint spectroscopy	70
Accurate mean wave period from SWIM instrument on-board CFOSAT	68
Deriving anisotropic correction for upwelling radiance from PACE's multi-angle polarimetry	68
Tropical cyclone signatures in SAR ocean radial Doppler Velocity	68
Quantifying tropical forest structure through terrestrial and UAV laser scanning fusion in Australian rainforests	67
An atmospheric influence correction method for longwave radiation-based in-situ land surface temperature	67
Addressing critical influences on L-band radar backscatter for improved estimates of basal area and change	67
Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning	67
Retrieving bbp and POC from CALIOP: A deep neural network approach	67
Solar photovoltaic module detection using laboratory and airborne imaging spectroscopy data	67
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
Mapping large-scale pantropical forest canopy height by integrating GEDI lidar and TanDEM-X InSAR data	66
Impact of vegetation phenology on anisotropy of artificial light at night - Evidence from multi-angle satellite observations	66
Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression	65
Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches	65
Refined InSAR tropospheric delay correction for wide-area landslide identification and monitoring	64
Coupling ecological concepts with an ocean-colour model: Phytoplankton size structure	64
Soil moisture content estimate with drying process segmentation using shortwave infrared bands	64
Lighting characteristics of public space in urban functional areas based on SDGSAT-1 glimmer imagery:A case study in Beijing, China	64
An evaluation of the synergy of satellite passive microwave observations between 1.4 and 36 GHz, for vegetation characterization over the Tropics	63
Examining CNN terrain model for TanDEM-X DEMs using ICESat-2 data in Southeastern United States	63
Individual tree crown detection from high spatial resolution imagery using a revised local maximum filtering	63
Editorial Board	62
Editorial Board	62
A hyperspectral view of the nearshore Mississippi River Delta: Characterizing suspended particles in coastal wetlands using imaging spectroscopy	61
A uniformly most powerful detector of gas plumes against a cluttered background	61
Fractional cover mapping of wildland-urban interface fuels using Landsat, Sentinel 1 and PALSAR imagery	61
Long-term ice mass changes in Greenland and Antarctica derived from satellite laser ranging	61
Tracking states and transitions in semiarid rangelands: A spatiotemporal archetypal analysis of productivity dynamics using wavelets	61
The QAA-RGB: A universal three-band absorption and backscattering retrieval algorithm for high resolution satellite sensors. Development and implementation in ACOLITE	60
Monthly mapping of forest harvesting using dense time series Sentinel-1 SAR imagery and deep learning	60
Co-registration accuracy between Landsat-8 and Sentinel-2 orthorectified products	60
Bridging the gap between airborne and spaceborne imaging spectroscopy for mountain glacier surface property retrievals	59
Practical recommendations and limitations for pushbroom hyperspectral imaging of tree stems	59
Satellite solar-induced chlorophyll fluorescence and near-infrared reflectance capture complementary aspects of dryland vegetation productivity dynamics	59
Remotely sensed habitat diversity predicts species diversity on coral reefs	58
First lunar-light mapping of nighttime dust season oceanic aerosol optical depth over North Atlantic from space	58
An advanced soil organic carbon content prediction model via fused temporal-spatial-spectral (TSS) information based on machine learning and deep learning algorithms	58
An integrated method for angular and temporal reconstruction of land surface temperatures	57
Editorial Board	57
Impact of microwave observations on the estimation of Arctic sea surface temperatures	57
Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks	57
Editorial Board	57
Validation of the hot-spot model with terrestrial laser scanning	56
Remote sensing of dissolved CO2 concentrations in meso-eutrophic lakes using Sentinel-3 imagery	56
Bushfire recovery at a long-term tall eucalypt flux site through the lens of a satellite: Combining multi-scale data for structural-functional insight	56

Quantifying the sensitivity of L-Band SAR to a decade of vegetation structure changes in savannas	56
A global-scale intercomparison of Triple Collocation Analysis- and ground-based soil moisture time-variant errors derived from different rescaling techniques	55
Characterization of Tajogaite volcanic plumes detected over the Iberian Peninsula from a set of satellite and ground-based remote sensing instrumentation	55
Low-amplitude brittle deformations revealed by UAV surveys in alluvial fans along the northwest coast of Lake Baikal: Neotectonic significance and geological hazards	55
Phase unwrapping of SAR interferogram from modified U-net via training data simulation and network structure optimization	55
Quantify and account for field reference errors in forest remote sensing studies	55
Integrating InSAR and non-rigid optical pixel offsets to explore the kinematic behaviors of the Lanuza complex landslide	55
Establishing the global isoscape of leaf carbon in C3 plants through the integrations of remote sensing, carbon, geographic, and physiological information	55
How much inundation occurs in the Amazon River basin?	55
A river runs through it: Robust automated mapping of riparian woodlands and land surface phenology across dryland regions	55
Exploring the potential of Aeolus lidar mission for ocean color applications	54
Canopy height estimation from PlanetScope time series with spatio-temporal deep learning	54
Continuity between NASA MODIS Collection 6.1 and VIIRS Collection 2 land products	54
Mapping urban construction sites in China through geospatial data fusion: Methods and applications	54
Understanding temperature variations in mountainous regions: The relationship between satellite-derived land surface temperature and in situ near-surface air temperature	54
The many shades of red tides: Sentinel-2 optical types of highly-concentrated harmful algal blooms	54
Inter-comparison of melt pond products from optical satellite imagery	54
CascadeDumpNet: Enhancing open dumpsite detection through deep learning and AutoML integrated dual-stage approach using high-resolution satellite imagery	53
A full-level fused cross-task transfer learning method for building change detection using noise-robust pretrained networks on crowdsourced labels	53
Urbanization-induced spatial and temporal patterns of local drought revealed by high-resolution fused remotely sensed datasets	53
Aerosol characteristics from earth observation systems: A comprehensive investigation over South Asia (2000–2019)	53
Spatial-temporal evolution of landslides spanning the impoundment of Baihetan mega hydropower project revealed by satellite radar interferometry	53
Soil moisture as an essential component for delineating and forecasting agricultural rather than meteorological drought	53
A three-step semi analytical algorithm (3SAA) for estimating inherent optical properties over oceanic, coastal, and inland waters from remote sensing reflectance	52
Estimate of daytime single-layer cloud base height from advanced baseline imager measurements	52
Accurate reconstruction of satellite-derived SST under cloud and cloud-free areas using a physically-informed machine learning approach	52
Generalized radiative transfer emulation for imaging spectroscopy reflectance retrievals	52
Hidden becomes clear: Optical remote sensing of vegetation reveals water table dynamics in northern peatlands	52
Multimodal aircraft flight altitude inversion from SDGSAT-1 thermal infrared data	52
Croplands intensify regional and global warming according to satellite observations	52
The retrieval of aerosol optical properties based on a random forest machine learning approach: Exploration of geostationary satellite images	52
Remote sensing of diverse urban environments: From the single city to multiple cities	52
Mapping center pivot irrigation systems in global arid regions using instance segmentation and analyzing their spatial relationship with freshwater resources	51
3D radiative transfer modeling of structurally complex forest canopies through a lightweight boundary-based description of leaf clusters	51
Daily estimation of gross primary production under all sky using a light use efficiency model coupled with satellite passive microwave measurements	51
Machine learning forecast of surface solar irradiance from meteo satellite data	51
Unravelling a large methane emission discrepancy in Mexico using satellite observations	51
Nonlinear effects of surface soil moisture changes on vegetation greenness over the Tibetan plateau	50
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar	50
Statistical uncertainty analysis-based precipitation merging (SUPER): A new framework for improved global precipitation estimation	50
Non-destructive estimation of individual tree biomass: Allometric models, terrestrial and UAV laser scanning	49
Kilometer-level glyoxal retrieval via satellite for anthropogenic volatile organic compound emission source and secondary organic aerosol formation identification	49
Mapping fine-scale building heights in urban agglomeration with spaceborne lidar	49
Burned area detection and mapping using time series Sentinel-2 multispectral images	49
A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery	49
High-frequency time series comparison of Sentinel-1 and Sentinel-2 satellites for mapping open and vegetated water across the United States (2017–2021)	49
Pakistan's 2022 floods: Spatial distribution, causes and future trends from Sentinel-1 SAR observations	48
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	48
Editorial Board	48
Improving retrieval of leaf chlorophyll content from Sentinel-2 and Landsat-7/8 imagery by correcting for canopy structural effects	48
A dual-branch network for crop-type mapping of scattered small agricultural fields in time series remote sensing images	48
Editorial Board	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
Detection of wet snow in the Arctic tundra from time-series fully-polarimetric RADARSAT-2 images	48
Improved tropical deep convective cloud detection using MODIS observations with an active sensor trained machine learning algorithm	47
Estimating leaf mass per area with leaf radiative transfer model	47
Accounting for canopy structure improves hyperspectral radiative transfer and sun-induced chlorophyll fluorescence representations in a new generation Earth System model	47
Unveiling coastal change across the Arctic with full Landsat collections and data fusion	47
Climate change and shallow aquifers - Unravelling local hydrogeological impacts and groundwater decline-induced subsidence	47
Two-stage downscaling and correction cascade learning framework for generating long-time series seamless soil moisture	47
Extended aerosol and surface characterization from S5P/TROPOMI with GRASP algorithm. Part II: Global validation and Intercomparison	47
Improved generality of wheat green LAI models through mitigation of the effect of leaf chlorophyll content variation with red edge vegetation indices	47
Multi-grain habitat models that combine satellite sensors with different resolutions explain bird species richness patterns best	47
Arctic shrub expansion revealed by Landsat-derived multitemporal vegetation cover fractions in the Western Canadian Arctic	46
Mitigating the directional retrieval error of solar-induced chlorophyll fluorescence in the red band	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
An advanced change detection method for time-series soil moisture retrieval from Sentinel-1	46
Uncertainty estimates in the NISAR high-resolution soil moisture retrievals from multi-scale algorithm	46
Evaluation of runoff variability in transboundary basins over High Mountain Asia: Multi-dataset merging based on satellite gravimetry constraint	46
A robust and flexible satellite aerosol retrieval algorithm for multi-angle polarimetric measurements with physics-informed deep learning method	46
Trends of ambient O3 levels associated with O3 precursor gases and meteorology in California: Synergies from ground and satellite observations	46
Training sensor-agnostic deep learning models for remote sensing: Achieving state-of-the-art cloud and cloud shadow identification with OmniCloudMask	46
Topographic controls on active microwave behavior of mountain snowpacks	45
Revolutionizing crop phenotyping: Enhanced UAV LiDAR flight parameter optimization for wide-narrow row cultivation	45
Conterminous United States Landsat-8 top of atmosphere and surface reflectance tasseled cap transformation coefficients	45
Seasonal patterns of spectral diversity at leaf and canopy scales in the Cedar Creek prairie biodiversity experiment	45
Improving the capability of D-InSAR combined with offset-tracking for monitoring glacier velocity	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
Changes in glacier surface temperature across the Third Pole from 2000 to 2021	45
Satellite observed aboveground carbon dynamics in Africa during 2003–2021	45
Where is tea grown in the world: A robust mapping framework for agroforestry crop with knowledge graph and sentinels images	45
Mapping forest canopy fuel parameters at European scale using spaceborne LiDAR and satellite data	44
Continuous Sargassum monitoring across the Caribbean Sea and Central Atlantic using multi-sensor satellite observations	44
A multi-temporal and multi-angular approach for systematically retrieving soil moisture and vegetation optical depth from SMOS data	44
Conjugating remotely sensed data assimilation and model-assisted estimation for efficient multivariate forest inventory	44
Sun-induced chlorophyll fluorescence is more strongly related to photosynthesis with hemispherical than nadir measurements: Evidence from field observations and model simulations	44
Remote sensing of sun-induced chlorophyll-a fluorescence in inland and coastal waters: Current state and future prospects	44
The Copernicus Sentinel-6 mission: Enhanced continuity of satellite sea level measurements from space	44
GLOSTFM: A global spatiotemporal fusion model integrating multi-source satellite observations to enhance land surface temperature resolution	44
Regional-scale cotton yield forecast via data-driven spatio-temporal prediction (STP) of solar-induced chlorophyll fluorescence (SIF)	44
A remote sensing model for coral recruitment habitat	44
Multitemporal airborne imaging spectrometry and fluorometry reveal contrasting photoprotective responses of trees	44
Towards robust validation strategies for EO flood maps	44
Synthesizing long-term satellite imagery consistent with climate data: Application to daily snow cover	43
Editorial Board	43