GIScience & Remote Sensing

Article	Citations
Trade-offs among productive-living-ecological lands for facilitating low-carbon and efficient cities: evidences in 30 major Chinese cities from 2015 to 2020	131
An integrated evaluation for SWOT KaRIn Level-2 significant wave height product	99
Forest carbon sink in North China increased in recent two decades, but decreased in extreme drought years	97
Regression-based surface water fraction mapping using a synthetic spectral library for monitoring small water bodies	92
Assessing spatiotemporal consistency of vegetation productivity indicators (SIF, GPP, NPP) in northwest China: climate and vegetation perspectives	91
Subtidal seagrass and blue carbon mapping at the regional scale: a cloud-native multi-temporal Earth Observation approach	88
Mapping invasive alien plant species with very high spatial resolution and multi-date satellite imagery using object-based and machine learning techniques: A comparative study	85
Mapping the tidal marshes of coastal Virginia: a hierarchical transfer learning approach	83
QeRSIF: a quality-enhanced red solar-induced chlorophyll fluorescence dataset for TROPOMI satellite	82
A systematic assessment of provincial-level synergy between air pollution control and carbon mitigation in China	80
Trends, turning points, and driving forces of desertification in global arid land based on the segmental trend method and SHAP model	77
The hidden economic costs of air pollution in China: evidence from remotely sensed nighttime light data	76
Development of a global 1 km phenology dataset (1982–2018) utilizing the spatiotemporal fusion of MODIS and AVHRR data	69
Evaluating the contribution of Sentinel-2 view and illumination geometry to the accuracy of retrieving essential crop parameters	63
Embedded physical constraints in machine learning to enhance vegetation phenology prediction	60
A new strategy for improving the accuracy of forest aboveground biomass estimates in an alpine region based on multi-source remote sensing	58
Global de-trending significantly improves the accuracy of XGBoost-based county-level maize and soybean yield prediction in the Midwestern United States	57
AFSNet: attention-guided full-scale feature aggregation network for high-resolution remote sensing image change detection	57
All-sky hourly estimation over East Asia using Himawari-8 AHI and multi-source data: investigating the main climatic drivers of afternoon depression and intraday variability in gross primary productiv	55
Machine learning estimation of off-trail pedestrian travel rates using LiDAR-derived slope, vegetation, and surface roughness	55
MSFTrans: a multi-task frequency-spatial learning transformer for building extraction from high spatial resolution remote sensing images	52
Remote sensing of terrestrial gross primary productivity: a review of advances in theoretical foundation, key parameters and methods	52
The use of maximum entropy and ecological niche factor analysis to decrease uncertainties in samples for urban gain models	51
Monitoring active fires in Borneo from Sentinel-2 MSI images	51
Contribution of topographic features and categorization uncertainty for a tree species classification in the boreal biome of Northern Ontario	46

Characterization of spatio-temporal patterns of grassland utilization intensity in the Selinco watershed of the Qinghai-Tibetan Plateau from 2001 to 2019 based on multisource remote sensing and artifi	44
Leaf area index and aboveground biomass estimation of an alpine peatland with a UAV multi-sensor approach	43
Dual generative adversarial networks for merging ocean transparency from satellite observations	43
Spatiotemporal analysis of tropical vegetation ecosystems and their responses to multifaceted droughts in Mainland Southeast Asia using satellite-based time series	40
Ship detection and classification based on cascaded detection of hull and wake from optical satellite remote sensing imagery	40
An improved change detection method for high-resolution soil moisture mapping in permafrost regions	39
Strength-weighted flow cluster method considering spatiotemporal contiguity to reveal interregional association patterns	39
An improved optical trapezoid model to identify wetlands and irrigation water ponds in the arid irrigation district using Google Earth Engine	34
Error budget analysis of geocoding and geometric correction for KOMPSAT-5 SAR imagery	34
A review of building detection from very high resolution optical remote sensing images	33
Spatial disparity of urban performance from a scaling perspective: a study of industrial features associated with economy, infrastructure, and innovation	33
Improved maize mapping using multi-source data fusion coupled with height-spectral Gaussian mixture modeling	33
Impacts of the world’s largest afforestation program (Three-North Afforestation Program) on desertification control in sandy land of China	33
MSNet: multispectral semantic segmentation network for remote sensing images	32
Application of deep learning in cloud cover prediction using geostationary satellite images	32
Cross-comparison of Landsat-8 and Landsat-9 data: a three-level approach based on underfly images	32
Monitoring ecological and environmental stress patterns over the past two decades in the Mekong River basin	31
Satellite A-DInSAR pattern recognition for seismic vulnerability mapping at city scale: insights from the L’Aquila (Italy) case study	31
Iterative spatial leave-one-out cross-validation and gap-filling based data augmentation for supervised learning applications in marine remote sensing	31
Tree regrowth duration map from LCMAP collection 1.0 land cover products in the conterminous United States, 1985–2017	31
An optimal multivariate-stratification geographical detector model for revealing the impact of multi-factor combinations on the dependent variable	31
An improved deep learning network for AOD retrieving from remote sensing imagery focusing on sub-pixel cloud	31
Mapping the first global long time series wetland multitype sample dataset via the Google Earth Engine: a hybrid method of automated generation—index thresholding—spectral matching	30
Scale effects of the spatiotemporal relationship between nighttime light and population activity intensity: a case study in Shanghai, China	30
Decadal analysis of sea surface temperature patterns, climatology, and anomalies in temperate coastal waters with Landsat-8 TIRS observations	29
Multiscale dynamics-informed deep learning reconstruction of global ocean offshore near-surface current	29
Dynamic variations in thermal regime and surface deformation along the drainage channel for an expanding lake on the Tibetan Plateau	29
Integrating time-series analysis and deep learning methods to reconstruct the long-term retrogressive thaw slumps dynamics in the Qinghai-Tibet Plateau	28
Explaining spatially heterogeneous drivers of urban expansion with an XGBoost–SHAP–UGM framework	28
SDNet: a multi-scale SWOT framework for denoising and quality-control optimization in inland water body extraction	27
Comparative analysis of long-term trends and climate sensitivity of spring phenology across forests, shrublands, and grasslands in the middle–high latitudes of the Northern Hemisphere	27
Beyond the jam: field theory modeling of congestion’s ripple effects on traffic dynamics	26
Localized deformation detection and prediction in wide-range urban environments	26
Estimating residential-block scale urban sound environment discomfort level across Chinese cities using multiscale, multispectral remote sensing, and deep learning	26
Geometric feature-enhanced reconstruction and refinement of photogrammetric mesh models in man-made environments	26
Phenology-based cropland retirement remote sensing model: a case study in Yan’an, Loess Plateau, China	26
On the use of adversarial validation for quantifying dissimilarity in geospatial machine learning prediction	26
A new framework for mapping rubber plantations through the combination of semiautomatic sample migration, dynamic phenology, and change detection variables based on time series Landsat images	26
Spatio-temporal variability of surface temperatures in High Arctic periglacial environment using UAV thermal imagery and in-situ measurements	26
Coupled effects of solar illumination and phenology on vegetation index determination: an analysis over the Amazonian forests using the SuperDove satellite constellation	24
MDA-RSM: multi-directional adaptive remote sensing mamba for building extraction	24
Using remote sensing for exposure and seismic vulnerability evaluation: is it reliable?	23
Enhancing the predictive performance of remote sensing for ecological variables of tidal flats using encoded features from a deep learning model	23
Synthesizing Landsat images using time series model-fitting methods for China’s coastal areas against sparse and irregular observations	22
SAR remote sensing for monitoring harmful algal blooms using deep learning models	22
A novel landslide susceptibility prediction framework based on contrastive loss	22
Simulation of urban land expansion in China at 30 m resolution through 2050 under shared socioeconomic pathways	22
Spatial optimization of cultivated land protection policy implementation effect in China using a geographically optimal zones-based heterogeneity model	22
Global crop calendars of maize and wheat in the framework of the WorldCereal project	22
A robust and fully automated morphology-based approach for revealing changes of China’s coastal tidal flats from 2016 to 2024	22

Assessment of time-series-derived no-flood references for sar-based Bayesian flood mapping	21
A spatiotemporal knowledge graph for driving factor analysis and growth prediction of regional economy in China	21
Global hourly seamless AOD through measurement-adjusted machine learning fusion of multi-satellite and reanalysis data	21
Mapping China’s photovoltaic distribution and decarbonization capacity using a customized genetic algorithm-enhanced machine learning approach	21
An advanced coverage estimation method to quantify biological soil crust coverage using Sentinel-2 imagery in desert and sandy land of China	21
Ecological and climatic transferability of airborne lidar-driven aboveground biomass models in Piñon-Juniper woodlands	21
Beyond flat cities: dramatic 2D/3D differences in urban gray–green space configurations and the nonlinear thermal regulation mechanisms	20
Spatiotemporal patterns of remotely sensed phenology and their response to climate change and topography in subtropical bamboo forests during 2001-2017: a case study in Zhejiang Province, China	20
Mapping irrigated cropland at 30 m spatial resolution in northern China over the past three decades	20
Toward unsupervised building extraction from very high-resolution remote sensing images using SAM and CLIP	20
A multi-source data approach to carbon stock prediction using Bayesian hierarchical geostatistical models in plantation forest ecosystems	20
Mapping winter fallow arable lands in Southern China by using a multi-temporal overlapped area minimization threshold method	20
Coastline extraction using remote sensing: a review	20
Quantitative assessment of the scale conversion from instantaneous to daily GPP under various sky conditions based on MODIS local overpassing time	20
Assessing the relative contribution of climate change and human activity factors to spatiotemporal distributions of sand fixation service in the Loess Plateau	19
Re-evaluating the role of plant traits in cross-scale vegetation simulations: evidence from coastal dwarf forests	19
Agricultural drought dynamics in China during 1982–2020: a depiction with satellite remotely sensed soil moisture	19
Spatiotemporal variation in bamboo Solar-induced chlorophyll fluorescence (SIF) in China based on the global Orbiting Carbon Observatory-2 (OCO-2) carbon satellite and study on the response to climate	19
Solution for crop classification in regions with limited labeled samples: deep learning and transfer learning	19
Correction	19
Remotely sensed monitoring of coastal geomorphology: coupling satellite-derived vegetation edges with other proxy metrics	19
Ecologically critical thresholds of marine heatwaves control spatiotemporal patterns of Japanese flying squid	19
A hydrogeomorphology-informed method for mapping continuous river networks from satellite imagery	18
Seven-year variation in glacier surface velocity at Narsap Sermia in Southwest Greenland	18
A phenomenology-based algorithm for extracting submerged aquatic vegetation in lakes using Sentinel-2 time seriesImagery: a case study of Potamogeton crispus	18
Exact Voronoi diagram for topographic spatial analysis	18
A novel soil moisture evaluation framework incorporating brightness temperature and a high-resolution 1 km summer brightness temperature dataset	18
Developing remote sensing methods for monitoring water quality of alpine rivers on the Tibetan Plateau	18
Mapping Coastal Redwoods ( Sequoia sempervirens ) across their natural range: an updateable and field-validated distribution map using Sentinel satellite	18
Mapping Chinese urban carbon emissions with a graph-based multi-branch deep learning framework	18
Enhancing urban resilience through Tomo-PSInSAR-based structural health monitoring	18
Land surface temperature retrieval from FY-3E/MERSI using an optimized water vapor scaling method	17
Subhourly ice surface temperature retrieval over the Larsen C Ice Shelf using geostationary satellite data and machine learning	17
An interpretable physics-informed deep learning model for estimating multiple air pollutants	17
LMSeg: an end-to-end geometric message-passing network on barycentric dualgraphs for large-scale landscape mesh segmentation	17
Addressing spatial imprecision in deep learning for satellite imagery-based socioeconomic predictions	16
Retrieval of thin-ice thickness in arctic marginal seas through a combination of thermal and optical observations from polar orbiting satellites	16
Spatiotemporal dynamics of urban sprawl in China from 2000 to 2020	16
Monitoring and understanding chlorophyll-a concentration changes in lakes in northeastern China using MERIS and OLCI satellite data	16
Mapping lava flow from the Kilauea eruption of 2018 in the east rift zone using space-based synthetic aperture radar	16
Performance and generalizability impacts of incorporating location encoders into deep learning for dynamic PM 2.5 estimation	16
Crown-BERT: a crown-morphology-aware deep learning framework for individual tree species classification using UAV LiDAR and hyperspectral data	16
A novel spatiotemporal fractal dimension (STFD) for assessing ecological environment of the large-scale Yangtze River Basin China from 2012 to 2021 remote sensing data	15
Collaborative multiple change detection methods for monitoring the spatio-temporal dynamics of mangroves in Beibu Gulf, China	15
Detecting annual anthropogenic encroachment on intertidal vegetation using full Landsat time-series in Fujian, China	15
Spatiotemporal dynamics of vegetation net ecosystem productivity and its response to drought in Northwest China	15
KERF: a knowledge-enhanced relearning framework for tailings pond detection from high-resolution remote sensing images	15
MapSAM: adapting segment anything model for automated feature detection in historical maps	15
Rapid retrieval of soil moisture using a novel portable L-band radiometer in the Hulunbeier Prairie, China	15
Improving GOCI ocean color data under high solar-zenith angle over open oceans using neural networks	15
Model-based analysis of the relationship between endmember variability and temporal unmixing performance	15
Identifying composite spatial patterns of China’s shrinking cities from nighttime light remote sensing	15
Contribution of anthropogenic consolidation processes to subsidence phenomena from multi-temporal DInSAR: a GIS-based approach	14
Multi-source point cloud registration for urban areas using a coarse-to-fine approach	14
Two-tier classification framework for mapping grassland types using multisource earth observation data	14
LSL-SS-Net: level set loss-guided semantic segmentation networks for landslide extraction	14
An investigation of inversion method to measure the radial velocity of Kuroshio from Sentinel-1 SAR data	14
Spatial heterogeneity and nonlinear climatic responses of net ecosystem productivity across China	14
Modeling of spatial stratified heterogeneity	14
Fine classification of crops based on an inductive transfer learning method with compact polarimetric SAR images	14
GTGRI: a Gaussian time-weighted growth rate index for multi-season paddy rice mapping in diverse climates with dense SAR time series	14
Spatiotemporal dynamics and drivers of ecological quality in inner Mongolia: insights from an integrated LGBM-SHAP and GOZH model	14
Weakly supervised cloud detection combining spectral features and multi-scale deep network	14
Seasonal and diurnal surface urban heat islands in China: an investigation of driving factors with three-dimensional urban morphological parameters	13
Global and local magnitude and spatial pattern of uncertainty from geographically adaptive empirical and machine learning satellite-derived bathymetry models	13
Adaptive volume coherence optimization for forest height inversion in mountainous areas using innovative spaceborne L-band bistatic InSAR	13
Generating annual high resolution land cover products for 28 metropolises in China based on a deep super-resolution mapping network using Landsat imagery	13
A 3-dimension urban growth analysis using local climate zone mapping	13
Integrated framework for identifying shrinking cities using nighttime light and socioeconomic data: a case study of China	12
High-spatial resolution UAV multispectral data complementing satellite imagery to characterize a chinstrap penguin colony ecosystem on deception island (Antarctica)	12
Boundary-enhanced dual-stream network for semantic segmentation of high-resolution remote sensing images	12
Polyline simplification using a region proposal network integrating raster and vector features	12
Recurrent U-Net based dynamic paddy rice mapping in South Korea with enhanced data compatibility to support agricultural decision making	12
A review of remote sensing in coastal aquaculture: data, geographic hotspots, methods, and challenges	12
Towards accurate individual tree parameters estimation in dense forest: optimized coarse-to-fine algorithms for registering UAV and terrestrial LiDAR data	12
Exploring the potential of multi-source unsupervised domain adaptation in crop mapping using Sentinel-2 images	12
A comprehensive high-resolution lake inventory across the highly heterogeneous Tibetan Plateau from 2020 Sentinel-2 imagery using deep learning	12
From rainforests to drylands: a context-specific framework for mapping land use and land cover dynamics in Northeast Brazil (2000–2020)	11
Pumice rafts in the global ocean: a remote sensing assessment	11
Machine learning-based detection of irrigation in Vojvodina (Serbia) using Sentinel-2 data	11

Assessing methods in fusion and fitting for time series construction in remote sensing-based earth observations	11
Integrated knowledge graph construction framework for places-of-interest retrieval using a property graph database	11
Trends analysis of rangeland condition monitoring assessment and projection (RCMAP) fractional component time series (1985–2020)	11
An improved color consistency optimization method based on the reference image contaminated by clouds	11
Multitemporal impervious surface estimation via an optimized stable/change pixel detection approach	11
Toward multi-granularity spatiotemporal simulation modeling of crowd movement for dynamic assessment of tourist carrying capacity	11
Advanced time-series InSAR analysis to estimate surface deformation and utilization of hybrid deep learning for susceptibility mapping in the Jakarta metropolitan region	11
AI-based 2-m super-resolution of Sentinel-2 imagery for high-resolution SDG monitoring	11
Coral reef applications of Landsat-8: geomorphic zonation and benthic habitat mapping of Xisha Islands, China	11
Bridging satellite missions: deep transfer learning for enhanced tropical cyclone intensity estimation	11
Changes in carbon stock in the Xing’an permafrost regions in Northeast China from the late 1980s to 2020	11
Vegetation dynamics along an urban–rural gradient in the Yangtze River Delta: patterns, mechanisms, and scenario projections using a mixed-cell cellular automata (MCCA) framework	10
Seamless monitoring of marine heatwaves: capability of gap-filled, geostationary satellite sea surface temperature data	10
Inferring the heterogeneous effect of urban land use on building height with causal machine learning	10
A novel alpine land cover classification strategy based on a deep convolutional neural network and multi-source remote sensing data in Google Earth Engine	10
MFFNet: a wavelet transform-based multimodal frequency fusion network for remote sensing semantic segmentation	10
Mapping global urban inequality under climate change and its interaction with sustainable development	10
Early mapping of winter wheat in Henan province of China using time series of Sentinel-2 data	10
Home sharing or crime sharing? Evidences of the relationship between Airbnb, crime and structural factors in Malaga, Spain	10
Identifying critical road sections using the weighted periodicity mined from trajectory data for efficient urban transportation	10
A hybrid method for forest aboveground biomass estimation: fusion of individual tree- and area-based approaches over northeast China	10
Identifying climate and environmental determinants of spatial disparities in wheat production using a geospatial machine learning model	10
Joint retrieval of atmospheric temperature and humidity profiles using spaceborne hyperspectral microwave radiometer	10
Accuracy evaluation and effect factor analysis of GEDI aboveground biomass product for temperate forests in the conterminous United States	10
Upscaling peatland mapping with drone-derived imagery: impact of spatial resolution and vegetation characteristics	10
Satellite flood detection integrating hydrogeomorphic and spectral indices	10
Improving extraction of forest canopy height through reprocessing ICESat-2 ATLAS and GEDI data in sparsely forested plain regions	10
NDCI-mGMM: a novel and automated model for dynamic maize mapping during the growing season	10
Reconstructing long-term (2003–2019) global high-resolution XCO 2 : bridging observational gaps with machine learning	10
Global Assessment of Cumulative and Time-Lag Effects of Drought on Land Surface Phenology	10
Enhancing phenological model accuracy in subtropical forests using data assimilation coupled with deep learning	10
Urbanization’s role in shaping ornamental tree diversity: a remote sensing and future scenario-based perspective	10
Towards efficient global grape mapping: a two-stage spatio-temporal filtering framework for training sample collection	10
How does the ambient environment respond to the industrial heat island effects? An innovative and comprehensive methodological paradigm for quantifying the varied cooling effects of different landscap	10
An extensive validation of ocean color products for the black sea	9
The value of increased spatial resolution for inundated area mapping in the Western United States	9
Utilizing deep learning techniques in operational system of geo-KOMPSAT-2A satellite for estimating solar radiation and aerosol optical depth	9
Exploring the potential of transmittance vegetation indices for leaf functional traits retrieval	9
The essence of acquisition time of airborne hyperspectral and on-ground reference data for classification of highly invasive annual vine Echinocystis lobata (Michx.) Tor	9
High-resolution satellite video single object tracking based on thicksiam framework	9
Assessment of adjacency-effect correction for satellite-derived reflectance and water quality in agriculturally impacted rivers: a case study in Eastern Canada	9
A long-term, high-accuracy and seamless 1km soil moisture dataset over the Qinghai-Tibet Plateau during 2001–2020 based on a two-step downscaling method	9
Revealing subtle vegetation productivity dynamics in China via a reference-based framework	9
Diagnosing urban traffic anomalies by integrating geographic knowledge and tensor theory	9
Multi-year mapping of flood autumn irrigation extent and timing in harvested croplands of arid irrigation district	9
Impact analysis of sea level rise on the future fate of small coral islands: the case of Hurasdhoo Island in the Maldives	9
Spatial heterogeneity and threshold effects of climate and human activities on ecological drought trends in northern china: insights from a geoshapley framework	9
Customizable process design for collaborative geographic analysis	9
DiffMamba: semantic diffusion guided feature modeling network for semantic segmentation of remote sensing images	9
An effective corn and soybean mapping model integrating phenological and biophysical information based on seasonal median composite satellite imagery	9
Increasing control of vapor pressure deficit on the end of the growing season in boreal forest	9
ResWLI: a new method to retrieve water levels in coastal zones by integrating optical remote sensing and deep learning	9
Fluctuating restoration of Suaeda species in Coastal China: remote sensing-based spatiotemporal patterns and underlying drivers	9
Dynamic flood mapping by a normalized probabilistic classification method using satellite radar amplitude time series	9
Sequence analysis of local indicators of spatio-temporal association for evolutionary pattern discovery	8
Dual-pixel collaboration scheme for enhanced physics-based bathymetry from single multispectral imagery	8
Mapping nationwide 1 Km hourly human mobility (2022–2024) across South Korea using multi-source data	8
Machine learning-based retrieval of total column water vapor over land using GMI-sensed passive microwave measurements	8
Decadal changes in freeze-thaw dynamics over the Tibetan Plateau as observed by passive microwave sensors since 1979	8
Filtering ground noise from LiDAR returns produces inferior models of forest aboveground biomass in heterogenous landscapes	8
Evaluating the potential of burn severity mapping and transferability of Copernicus EMS data using Sentinel-2 imagery and machine learning approaches	8
Detection of Arctic sea fog using FY-3D/MERSI-II multispectral imagery during the summer	8
Multiresolution soil moisture products based on a spatially adaptive estimation model and CYGNSS data	8
Temporal backscatter characterisation of ratoon rice crops based on Sentinel-1 intensity data	8
Unmasking spatio-temporal variability of the kerguelen archipelago: radiometric landscapes as new proxies	8
Mapping urban functional zones with remote sensing and geospatial big data: a systematic review	8
The potential of Sentinel-1 time series for large-scale assessment of maize and wheat phenology across Germany	8
Classification of drainage crossings on high-resolution digital elevation models: A deep learning approach	8
How 2D/3D urban form shapes land surface temperature: a comparative analysis across four South Asian cities	8
A multivariate hierarchical regionalization method to discovering spatiotemporal patterns	8
Ecological quality assessment and monitoring using a time-series remote sensing-based ecological index (ts-RSEI)	8
Asymmetric warming has different impacts on vegetation growth across various vegetation types on the Tibetan Plateau	8
Bathymetry-guided multi-source remote sensing image domain adaptive coral reef benthic habitat classification	8
Large-scale monitoring of inland water surface levels with GEDI data: an operational cloud-based approach in Google Earth Engine	7
Improving the accuracy of the Water Detect algorithm using Sentinel-2, Planetscope and sharpened imagery: a case study in an intermittent river	7
Human disturbance intensity reduces drought resistance without prolonging recovery in karst forests of southwest China	7
Methane emissions from Australia estimated by inverse analysis using in-situ and Satellite (GOSAT) atmospheric observations	7
Modulating shrub-grassland proportion to improve ecosystem services and advance SDGs in the Alpine Basin of Central Asia	7
Mapping invasive noxious weed species in the alpine grassland ecosystems using very high spatial resolution UAV hyperspectral imagery and a novel deep learning model	7
Using high-resolution imagery and deep learning to classify land-use following deforestation: a case study in Ethiopia	7
Can time-series Sentinel images be used to properly identify wetland plant communities?	7
AI-revealed long-term spatio-temporal characteristics of yellow sea green tides	7
Co-occurrence and abundance of pollinators and pests in horticultural systems in Africa using an integrated Earth observation-based approach	7
Temporal behavior of major crops with SWOT Ka-band SAR observations	7
Joint super-resolution and segmentation for 1-m impervious surface area mapping in China’s Yangtze river economic belt	7
Large-scale expansion and localized shrinkage of cities in a major grain-producing area: empirical evidence from the Huaihe River Basin	7
Recent advances in TROPOMI-based methane source detection: a systematic review	7
SMN-AgroCLA: a deep learning framework with sequential midrange normalization for enhanced rice yield prediction using remote sensing data	7
Spatial planning-constrained modeling of urban growth in the Yangtze River Delta considering the element flows	7
Dynamic monitoring of fine-grained ecological vulnerability in dryland urban agglomeration integrating novel remote sensing index and explainable machine learning	7
Simulating urban growth by coupling macro-processes and micro-dynamics: a case study on Wuhan, China	7
Improving assessment of population exposure and health impacts to PM 2.5 with high spatial and temporal data	7
Automatic training sample collection utilizing multi-source land cover products and time-series Sentinel-2 images	7
Mapping stone walls in Northeastern USA using deep learning and LiDAR data	6
Advancing point-to-grid scale ET mapping: comparative assessment of ECOSTRESS and MODIS LST and ET across heterogeneous landscapes	6