International Journal of Digital Earth

Article	Citations
3D Path prediction of moving objects in a video-augmented indoor virtual environment	131
Evolutionary dynamics of island shoreline in the context of climate change: insights from extensive empirical evidence	80
Expert perspectives on GIS use in Spanish geographic education	78
A review of research methods on the coupling relationship between urban rail transit and urban space: revealing spatiotemporal relationships through big data	67
Assessing the transferability of a multi-source land use classification workflow across two heterogeneous urban and rural areas	48
Capturing the crack process of the Antarctic A74 iceberg with Sentinel-1 based offset tracking and radar interferometry techniques	43
Construction of quality evaluation indicator system for diamond discrete global grid systems	42
Cloud-based storage and computing for remote sensing big data: a technical review	39
TR2RM: an urban road network generation model based on multisource big data	34
Ship detection and identification in SDGSAT-1 glimmer images based on the glimmer YOLO model	34
Injecting spectral indices to transferable convolutional neural network under imbalanced and noisy labels for Landsat image classification	30
On-orbit geometric calibration of satellite laser altimeters using infrared detectors and corner-cube retroreflectors	29
Mapping the spatial and temporal patterns of fallow land in mountainous regions of China	28
Modeling pan-Arctic seasonal and interannual landfast sea ice thickness and snow depth between 1979 and 2021	27
The characteristics of multi-source mobility datasets and how they reveal the luxury nature of social distancing in the U.S. during the COVID-19 pandemic	26
High-resolution global mature and young oil palm plantation subclass maps for 2020	25
Multibeam water column image super-resolution by combining morphological and intensity features	25
A new method for the extraction of tailing ponds from very high-resolution remotely sensed images: PSVED	24
UCFTNet: multi-class dtection of city critical disaster information based on U-shaped cross fusion transformer	24
Assessing the active-passive approach at variant incidence angles for microwave brightness temperature downscaling	24
A full-attention network with an open dataset for large-scale building semantic segmentation along long-span high-speed rail lines	24
Evaluation of stereology for snow microstructure measurement and microwave emission modeling: a case study	24
Analysis of desert locust ( Schistocerca gregaria ) suitability in Yemen: an integrated evaluation based on MaxEnt and space–time cube approaches	23
Suitability analysis of human activities over Antarctic ice shelves: an integrated assessment of natural conditions based on machine learning algorithms	23
List of reviewers for International Journal of Digital Earth	23

AugGKG: a grid-augmented geographic knowledge graph representation and spatio-temporal query model	23
A new sea ice concentration retrieval algorithm from thermal infrared imagery	22
China’s urbanisation evolution and metropolitan area expansion, based on the Prolonged Artificial Nighttime-light Dataset (PANDA, 1984–2020)	21
A methodological framework for analyzing PPGIS data collected in 3D	21
Multi-scale hydrological system-of-systems realized through WHOS: the brokering framework	21
Scene classification for remote sensing image of land use and land cover using dual-model architecture with multilevel feature fusion	21
Quality-preserving multilevel mesh generation for building models	21
Shortwave radiation balance modulates potential evapotranspiration over China	20
Landsat data-driven identification of surface soil freeze and thaw states: a comparison of various target detection and semantic segmentation models	20
Dual convolutional network based on hypergraph and multilevel feature fusion for road extraction from high-resolution remote sensing images	20
Asymmetric effects of diurnal warming on carbon allocation to leaves of marsh wetlands on the Tibetan Plateau	20
An automatic procedure for generating burn severity maps from the satellite images-derived spectral indices	19
A rule-based semi-automatic method to map burned areas in Mediterranean using Landsat images – revisited and improved	19
Fine scale optical remote sensing experiment of mixed stand over complex terrain (FOREST) in the Genhe Reserve Area: objective, observation and a case study	19
A news picture geo-localization pipeline based on deep learning and street view images	18
Dynamic heatmap pyramid computation for massive high-parallel spatial streaming in urban environments	18
FRIC: a framework for few-shot remote sensing image captioning	17
Optimizing satellite ground station facilities scheduling for RSGS: a novel model and algorithm	17
BATSCCD: a new change detection method for mapping building age in rapidly changing urban areas using Landsat time series data	16
Individual tree segmentation from UAS Lidar data based on hierarchical filtering and clustering	16
Within-season crop monitoring at continental scale utilizing new gap-filled Landsat temporal series	16
Spatial and temporal assessment of sustainable development indicators for the China-Pakistan transportation corridor	16
Kinematic precise point positioning heights enhancement using static measurements and Voronoi’s corrector surface	15
Automatic segmentation algorithm for high-spatial-resolution remote sensing images based on self-learning super-pixel convolutional network	15
A Novel Map Matching Method Based on Improved Hidden Markov and Conditional Random Fields Model	15
An improved coverage-oriented retrieval algorithm for large-area remote sensing data	15
An unsupervised semantic segmentation method that combines the ImSE-Net model with SLICm superpixel optimization	15
Red list assessments of Chinese higher plants	15
RepDDNet: a fast and accurate deforestation detection model with high-resolution remote sensing image	15
Quantitative prediction and evaluation of geothermal resource areas in the southwest section of the Mid-Spine Belt of Beautiful China	14
Identifying the Central Business Districts of global megacities using nighttime light remote sensing data	14
Multi-scale differential network for landslide extraction from remote sensing images with different scenarios	14
Spatiotemporal analysis of the impact of urban landscape forms on PM 2.5 in China from 2001 to 2020	14
A fine-grained evaluation of social vulnerability to COVID-19, healthcare access and built environmental disparities in Tokyo, Japan	14
Hierarchical accompanying and inhibiting patterns on the spatial arrangement of taxi local hotspots	13
Automatic extraction and reconstruction of a 3D wireframe of an indoor scene from semantic point clouds	13
Using remote sensing data to evaluate the ecological restoration in Taiyuan from the SDGs perspective	13
Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data	13
Relationships between geo-spatial features and COVID-19 hospitalisations revealed by machine learning models and SHAP values	13
A multi-layer modelling approach for mining versatile ports of a global maritime transportation network	13
Correction	13
Bathymetric mapping and estimation of water storage in a shallow lake using a remote sensing inversion method based on machine learning	13
Latitudinal fluctuation in global concentration of CO2 and CH4 from shortwave infrared spectral observation by GOSAT during COVID-19	13
Spatial data trusts: an emerging governance framework for sharing spatial data	12
High-resolution land cover classification: cost-effective approach for extraction of reliable training data from existing land cover datasets	12
A user perspective on future cloud-based services for Big Earth data	12
HyperRefiner: a refined hyperspectral pansharpening network based on the autoencoder and self-attention	12
Unsupervised GRNN flood mapping approach combined with uncertainty analysis using bi-temporal Sentinel-2 MSI imageries	11
Identifying urban land use social functional units: a case study using OSM data	11
Decomposing and mapping different scales of land subsidence over Shanghai with X- and C-Band SAR data stacks	11

End-to-end digital twin creation of the archaeological landscape in Uruk-Warka (Iraq)	11
A novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China	11
GeoFRESH – an online platform for freshwater geospatial data processing	11
Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media	11
YOLOSAR-Lite: a lightweight framework for real-time ship detection in SAR imagery	11
Multidimensional geographic factors behind conflicts: a case study in Sudan	11
Encoding and operation scheme for the rhombic triacontahedron aperture 4 hexagonal discrete global grid system	11
GNSS Ground deformation observation network optimization assisted using prior InSAR-derived ground surface deformation and multiscale iteration estimation	11
Incorporating object counts into remote sensing image captioning	11
How to derive a geovisualization from an application data model: an approach based on Semantic Web technologies	11
How sustainable is OpenStreetMap? Tracking individual trajectories of editing behavior	11
Digital-twin-based multi-scale simulation supports urban emergency management: a case study of urban epidemic transmission	11
Mapping Local Climate Zones in Lausanne (Switzerland) with Sentinel-2 and PRISMA imagery: comparison of classification performance using different band combinations and building height data	11
An evaluation of TLS-based glacier change assessment in the central Tibetan plateau	10
Investigating the seasonal dynamics of surface water over the Qinghai–Tibet Plateau using Sentinel-1 imagery and a novel gated multiscale ConvNet	10
Mapping high-resolution surface shortwave radiation over East Asia with the new generation geostationary meteorological satellite Himawari-8	10
The future of global land change monitoring	10
Aesthetic style transferring method based on deep neural network between Chinese landscape painting and classical private garden’s virtual scenario	10
Mapping soil organic matter content using Sentinel-2 synthetic images at different time intervals in Northeast China	10
Mapping of lakes in the Qinghai-Tibet Plateau from 2016 to 2021: trend and potential regularity	10
Strategies in training deep learning models to extract building from multisource images with small training sample sizes	10
Landsat image classification using a deep learning model and multiple-source training samples	10
Reconstructed NDVI and EVI datasets in China (ReVIChina) generated by a spatial-interannual reconstruction method	10
Unmanned vehicle off-road path-planning method with comprehensive constraints on multiple environmental factors	10
Evaluation and spatio-temporal analysis of surface energy flux in permafrost regions over the Qinghai-Tibet Plateau and Arctic using CMIP6 models	10
Assessment of drought risk for winter wheat on the Huanghuaihai Plain under climate change using an EPIC model-based approach	10
Spatial prediction of sparse events using a discrete global grid system; a case study of hate crimes in the USA	10
A novel spectral index for mapping blue colour-coated steel roofs (BCCSRs) in urban areas using Sentinel-2 data	10
Long-term dynamics of peak photosynthesis timing and environmental controls in the Tibetan Plateau monitored by satellite solar-induced chlorophyll fluorescence	9
GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review	9
Full-automatic high-precision scene 3D reconstruction method with water-area intelligent complementation and mesh optimization for UAV images	9
A new multi-source remote sensing image sample dataset with high resolution for flood area extraction: GF-FloodNet	9
Integrating remote sensing temporal trajectory and survey statistics to update land use/land cover maps	9
Enhancing explainability of deep learning models for point cloud analysis: a focus on semantic segmentation	9
Multimodal data visualization method for digital twin campus construction	9
Topography and accumulation rate as controls of asynchronous surging behaviour in the eastern and western branches of the Western Kunlun Glacier, Northwestern Tibetan Plateau	9
Impacts of spatial explanatory variables on surface urban heat island intensity between urban and suburban regions in China	9
A locally explained heterogeneity model for examining wetland disparity	9
Modelling future urban scenarios of land suitability: a case study of Jihlava city	9
RTGDC: a real-time ingestion and processing approach in geospatial data cube for digital twin of earth	9
Mapping time-series anthropogenic heat flux using the top-down inventory and temporal downscaling in Beijing-Tianjin-Hebei megaregion of China	9
Estimating asset wealth using multidimensional luminous information in areas lacking nighttime light	8
Virtual geo-cyber environments: metaphorical visualization of virtual cyberspace with geographical knowledge	8
A review and comparison of surface incident shortwave radiation from multiple data sources: satellite retrievals, reanalysis data and GCM simulations	8
Precipitation variations associated with tropical cyclone intensity and intensity change in the Northwest Pacific using 21-Yr GPM IMERG product	8
A new deep learning-based model for reconstructing high-quality NDVI time-series data in heavily cloudy areas: fusion of Sentinel 1 and 2 data	8
Deep object segmentation and classification networks for building damage detection using the xBD dataset	8
GACP: graph neural networks with ARMA filters and a parallel CNN for hyperspectral image classification	8
Spatiotemporal coverage capability of moon-based SAR for water dynamic monitoring in global vegetation tipping elements	8
Geometric calibration of large-scale SAR images using wind turbines as ground control points	8
FWENet: a deep convolutional neural network for flood water body extraction based on SAR images	8
A transformer-based Siamese network and an open optical dataset for semantic change detection of remote sensing images	8
Geographic proximity and homophily effects drive social interactions within VGI communities: an example of iNaturalist	8
Development of a cloud-free MODIS NDSI dataset (2001–2020) over Northeast China	8
A vision-aided RTK ambiguity resolution method by map lane matching for intelligent vehicle in urban environment	8
An unmanned aerial system benchmark object detection dataset for deep learning in outfall surveys	8
Change detection of multisource remote sensing images: a review	8
Impact of spatial layout optimization on photovoltaic power consumption: insights from China	8
Ecological health analysis of wetlands in the middle reaches of Yangtze River under changing environment	7
Rapid mass losses of Urumqi River Basin glaciers, eastern Tianshan Mountains revealed from multi-temporal DEMs, 1964–2021	7
Modification and validation of a new method to improve the accuracy of MODIS-derived dew point temperature over mainland China	7
Modeling landslide susceptibility based on convolutional neural network coupling with metaheuristic optimization algorithms	7
GGW-BDF: an online tool for using earth observation and Chinese ecosystem restoration experiences in support of the Great Green Wall initiative	7
Planning-oriented optimization strategy for visualizing power distribution networks: from global to local	7
Analytical ‘decisiveness’ as a robust measure of the absolute importance of landslide predisposing factors	7
Mapping common and glossy buckthorns (Frangula alnusandRhamnus cathartica) using multi-date satellite imagery WorldView-3, GeoEye-1 and SPOT-7	7
Enhanced urban functional land use map with free and open-source data	7
Snow features on sea ice in the western Arctic Ocean during summer 2016	7
A robust discretization method of factor screening for landslide susceptibility mapping using convolution neural network, random forest, and logistic regression models	7
Assessing factors impacting inter-satellite variability of grassland curing estimates for fire monitoring in Victoria, Australia using remote sensing	7
Contour detection with bicubic spline surfaces	7
Assessing tree crown fire damage integrating linear spectral mixture analysis and supervised machine learning on Sentinel-2 imagery	7
Governance interactions of spatial data infrastructures: an agent-based modelling approach	7
Inter-satellite variability of grassland curing maps produced by different satellite sensors – Victoria, Australia	7
Estimating carbon storage of desert ecosystems in China	7
SOENet: a multi-resolution network for sheep extraction from high-resolution remote sensing images	7
Enhancing mountainous permafrost mapping by leveraging a rock glacier inventory in northeastern Tibetan Plateau	7
An increasing mutual promotion of economic growth between China and the world observed from nighttime light remote sensing	7
Determining the impacts of climate change and human activities on vegetation change on the Chinese Loess Plateau considering human-induced vegetation type change and time-lag effects of climate on veg	7
A labor-free index-guided semantic segmentation approach for urban vegetation mapping from high-resolution true color imagery	7

Remote sensing-based deformation monitoring of pagodas at the Bagan cultural heritage site, Myanmar	7
Revolutionizing building damage detection: A novel weakly supervised approach using high-resolution remote sensing images	7
An ethics assessment list for geoinformation ecosystems: revisiting the integrated geospatial information framework of the United Nations	7
Geographic context-aware text mining: enhance social media message classification for situational awareness by integrating spatial and temporal features	7
Adaptive step-size forward advection method for aerosol process simulation	7
Reduction of rain effect on wave height estimation from marine X-band radar images using unsupervised generative adversarial networks	7
An improved bridge reference network for 3-D SAR tomography based on regional growing strategy	7
Fast semantic segmentation for remote sensing images with an improved Short-Term Dense-Connection (STDC) network	7
Large dam candidate region identification from multi-source remote sensing images via a random forest and spatial analysis approach	7
Construction of inherent geometric pattern for equal-area hexagonal discrete global grid systems	7
An efficient built-up land expansion model using a modified U-Net	7
Enhancing post-seismic landslide susceptibility modeling in China through a time-variant approach: a spatio-temporal analysis	7
Understanding root-zone soil moisture in agricultural regions of Central Mexico using the ensemble Kalman filter, satellite-derived information, and the THEXMEX-18 dataset	7
MAL-YOLO: a lightweight algorithm for target detection in side-scan sonar images based on multi-scale feature fusion and attention mechanism	6
Multi-class change detection of remote sensing images based on class rebalancing	6
Light from space illuminating the polar silk road	6
An improvement in accuracy and spatial resolution of the pattern-matching sea ice drift from SAR imagery	6
Virtual geographical scene twin modeling: a combined data-driven and knowledge-driven method with bridge construction as a case study	6
The impact of gradient expansion of urban–rural construction land on landscape fragmentation in typical mountain cities, China	6
Virtual earth cloud: a multi-cloud framework for enabling geosciences digital ecosystems	6
Monitoring tropical forest change using tree canopy cover time series obtained from Sentinel-1 and Sentinel-2 data	6
Hyperspectral anomaly detection: a performance comparison of existing techniques	6
To move or stay? A cellular automata model to predict urban growth in coastal regions amidst rising sea levels	6
Multilevel data simplification methods for flood process visualizations based on visual perceptions	6
Assessment of the vulnerability of coastal agriculture to seawater intrusion using remote sensing, GIS, and Multi-Criteria Decision Analysis	6
Tracking the historical urban development by classifying Landsat MSS data with training samples migrated across time and space	6
Continuous monitoring of grassland AGB during the growing season through integrated remote sensing: a hybrid inversion framework	6
Processes and events in the centre: a dynamic data model for representing spatial change	6
A new snow cover mapping algorithm for Chinese geostationary meteorological satellite FY-4A AGRI data	6
DEM super-resolution framework based on deep learning: decomposing terrain trends and residuals	6
Tunnel vision optimization method for VR flood scenes based on Gaussian blur	6
Comparative evaluation of vegetation greenness trends over circumpolar Arctic tundra using multi-sensors satellite datasets	6
Brazil Data Cube Workflow Engine: a tool for big Earth observation data processing	6
Forest above-ground biomass estimation using X, C, L, and P band SAR polarimetric observations and different inversion models	6
Moderate-resolution snow depth product retrieval from passive microwave brightness data over Xinjiang using machine learning approach	6
A novel AI approach for modeling land surface temperature of Freetown, Sierra Leone, based on land-cover changes	6
A study of the temporal and spatial variations in the suitability of the environment in Chinese cities for tourism and in strategies for optimizing the environment	6
Spatial–temporal variations of NDVI and its response to climate in China from 2001 to 2020	6
An object detection method for bayberry trees based on an improved YOLO algorithm	6
Integrating Sentinel-1 and 2 with LiDAR data to estimate aboveground biomass of subtropical forests in northeast Guangdong, China	6