International Journal of Digital Earth

Article	Citations
Mapping time-series anthropogenic heat flux using the top-down inventory and temporal downscaling in Beijing-Tianjin-Hebei megaregion of China	150
Impacts of spatial explanatory variables on surface urban heat island intensity between urban and suburban regions in China	106
A new sea ice concentration retrieval algorithm from thermal infrared imagery	99
Multidimensional geographic factors behind conflicts: a case study in Sudan	66
Landsat data-driven identification of surface soil freeze and thaw states: a comparison of various target detection and semantic segmentation models	59
Multimodal data visualization method for digital twin campus construction	57
Asymmetric effects of diurnal warming on carbon allocation to leaves of marsh wetlands on the Tibetan Plateau	51
GNSS Ground deformation observation network optimization assisted using prior InSAR-derived ground surface deformation and multiscale iteration estimation	44
An evaluation of TLS-based glacier change assessment in the central Tibetan plateau	44
Topography and accumulation rate as controls of asynchronous surging behaviour in the eastern and western branches of the Western Kunlun Glacier, Northwestern Tibetan Plateau	44
BATSCCD: a new change detection method for mapping building age in rapidly changing urban areas using Landsat time series data	42
Dual convolutional network based on hypergraph and multilevel feature fusion for road extraction from high-resolution remote sensing images	39
Multi-scale differential network for landslide extraction from remote sensing images with different scenarios	36
Long-term dynamics of peak photosynthesis timing and environmental controls in the Tibetan Plateau monitored by satellite solar-induced chlorophyll fluorescence	34
Correction	34
Monitoring reservoir water elevation changes using Jason-2/3 altimetry satellite missions: exploring the capabilities of JASTER (Jason-2/3 Altimetry Stand-Alone Tool for Enhanced Research)	32
Within-season crop monitoring at continental scale utilizing new gap-filled Landsat temporal series	31
China’s urbanisation evolution and metropolitan area expansion, based on the Prolonged Artificial Nighttime-light Dataset (PANDA, 1984–2020)	31
Dynamic heatmap pyramid computation for massive high-parallel spatial streaming in urban environments	30
Digital-twin-based multi-scale simulation supports urban emergency management: a case study of urban epidemic transmission	30
Landsat image classification using a deep learning model and multiple-source training samples	30
Kinematic precise point positioning heights enhancement using static measurements and Voronoi’s corrector surface	29
Enhancing explainability of deep learning models for point cloud analysis: a focus on semantic segmentation	28
List of reviewers for International Journal of Digital Earth	27
RTGDC: a real-time ingestion and processing approach in geospatial data cube for digital twin of earth	27

Quality-preserving multilevel mesh generation for building models	27
Modeling pan-Arctic seasonal and interannual landfast sea ice thickness and snow depth between 1979 and 2021	26
A full-attention network with an open dataset for large-scale building semantic segmentation along long-span high-speed rail lines	25
Relationships between geo-spatial features and COVID-19 hospitalisations revealed by machine learning models and SHAP values	24
TR2RM: an urban road network generation model based on multisource big data	24
Identifying the Central Business Districts of global megacities using nighttime light remote sensing data	24
Assessing the impact of COVID-19 on residents’ activities using baidu heat map data: from the lockdown era to the post-pandemic era	23
YOLOSAR-Lite: a lightweight framework for real-time ship detection in SAR imagery	23
Encoding and operation scheme for the rhombic triacontahedron aperture 4 hexagonal discrete global grid system	23
Multibeam water column image super-resolution by combining morphological and intensity features	23
UCFTNet: multi-class dtection of city critical disaster information based on U-shaped cross fusion transformer	23
End-to-end digital twin creation of the archaeological landscape in Uruk-Warka (Iraq)	23
Enhanced understanding of hydrological connectivity among lakes on the Qiangtang Plateau	22
Global reconstruction of gridded aridity index and its spatial and temporal characterization from 2003 to 2022	21
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	21
Decomposing and mapping different scales of land subsidence over Shanghai with X- and C-Band SAR data stacks	21
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	21
Soil moisture estimation with microwave remote sensing: a systematic review and meta-analysis	21
Full-automatic high-precision scene 3D reconstruction method with water-area intelligent complementation and mesh optimization for UAV images	21
Spatial and temporal assessment of sustainable development indicators for the China-Pakistan transportation corridor	20
Spatiotemporal analysis of the impact of urban landscape forms on PM 2.5 in China from 2001 to 2020	20
Hierarchical accompanying and inhibiting patterns on the spatial arrangement of taxi local hotspots	20
A locally explained heterogeneity model for examining wetland disparity	20
Ship detection and identification in SDGSAT-1 glimmer images based on the glimmer YOLO model	20
Individual tree segmentation from UAS Lidar data based on hierarchical filtering and clustering	19
An unsupervised semantic segmentation method that combines the ImSE-Net model with SLICm superpixel optimization	19
Evolutionary dynamics of island shoreline in the context of climate change: insights from extensive empirical evidence	18
An urban land surface temperature and emissivity separation algorithm from ASTER TIR data and its application	18
Assessing the transferability of a multi-source land use classification workflow across two heterogeneous urban and rural areas	18
Modelling future urban scenarios of land suitability: a case study of Jihlava city	18
Unsupervised GRNN flood mapping approach combined with uncertainty analysis using bi-temporal Sentinel-2 MSI imageries	18
An automatic procedure for generating burn severity maps from the satellite images-derived spectral indices	17
A transformer-based Siamese network and an open optical dataset for semantic change detection of remote sensing images	17
A fine-grained evaluation of social vulnerability to COVID-19, healthcare access and built environmental disparities in Tokyo, Japan	17
A rule-based semi-automatic method to map burned areas in Mediterranean using Landsat images – revisited and improved	17
Unmanned vehicle off-road path-planning method with comprehensive constraints on multiple environmental factors	17
Mapping the spatial and temporal patterns of fallow land in mountainous regions of China	17
Cloud-based storage and computing for remote sensing big data: a technical review	17
A news picture geo-localization pipeline based on deep learning and street view images	16
A novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China	16
Identifying urban land use social functional units: a case study using OSM data	16
Points2Model: a neural-guided 3D building wireframe reconstruction from airborne LiDAR point clouds	16
Lithological classification using SDGSAT-1 TIS data and three-dimensional spectral feature space model	16
Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media	16
An improved coverage-oriented retrieval algorithm for large-area remote sensing data	16
Spatial data trusts: an emerging governance framework for sharing spatial data	16
Latitudinal fluctuation in global concentration of CO2 and CH4 from shortwave infrared spectral observation by GOSAT during COVID-19	16
Mid-Spine Belt of Beautiful China: future reversal of increasing vegetation greening in response to an evolving environment	15
The impacts of drought on water availability: spatial and temporal analysis in the Belt and Road region (2001–2020)	15
Fine-grained flood disaster information extraction incorporating multiple semantic features	15

Remote sensing monitoring of mountain sustainable development goals (SDG15.4): a systematic review	15
Analysis of desert locust ( Schistocerca gregaria ) suitability in Yemen: an integrated evaluation based on MaxEnt and space–time cube approaches	15
Impact of spatial layout optimization on photovoltaic power consumption: insights from China	15
Assessment of drought risk for winter wheat on the Huanghuaihai Plain under climate change using an EPIC model-based approach	15
Geo-computation techniques for identifying spatio-temporal patterns of reported oil spills along crude oil pipeline networks	15
Mapping high-resolution surface shortwave radiation over East Asia with the new generation geostationary meteorological satellite Himawari-8	14
Investigating the seasonal dynamics of surface water over the Qinghai–Tibet Plateau using Sentinel-1 imagery and a novel gated multiscale ConvNet	14
Expert perspectives on GIS use in Spanish geographic education	14
Capturing the crack process of the Antarctic A74 iceberg with Sentinel-1 based offset tracking and radar interferometry techniques	14
Shortwave radiation balance modulates potential evapotranspiration over China	14
High-resolution global mature and young oil palm plantation subclass maps for 2020	14
Integrating remote sensing temporal trajectory and survey statistics to update land use/land cover maps	14
Multi-scale hydrological system-of-systems realized through WHOS: the brokering framework	14
A novel spectral index for mapping blue colour-coated steel roofs (BCCSRs) in urban areas using Sentinel-2 data	14
Red list assessments of Chinese higher plants	14
Assessing the active-passive approach at variant incidence angles for microwave brightness temperature downscaling	14
RepDDNet: a fast and accurate deforestation detection model with high-resolution remote sensing image	13
Automatic extraction and reconstruction of a 3D wireframe of an indoor scene from semantic point clouds	13
Automatic segmentation algorithm for high-spatial-resolution remote sensing images based on self-learning super-pixel convolutional network	13
On-orbit geometric calibration of satellite laser altimeters using infrared detectors and corner-cube retroreflectors	13
HyperRefiner: a refined hyperspectral pansharpening network based on the autoencoder and self-attention	13
A multi-layer modelling approach for mining versatile ports of a global maritime transportation network	13
Injecting spectral indices to transferable convolutional neural network under imbalanced and noisy labels for Landsat image classification	13
High-resolution land cover classification: cost-effective approach for extraction of reliable training data from existing land cover datasets	12
Scene classification for remote sensing image of land use and land cover using dual-model architecture with multilevel feature fusion	12
Evaluation and spatio-temporal analysis of surface energy flux in permafrost regions over the Qinghai-Tibet Plateau and Arctic using CMIP6 models	12
3D Path prediction of moving objects in a video-augmented indoor virtual environment	12
Suitability analysis of human activities over Antarctic ice shelves: an integrated assessment of natural conditions based on machine learning algorithms	12
Strategies in training deep learning models to extract building from multisource images with small training sample sizes	12
Optimizing satellite ground station facilities scheduling for RSGS: a novel model and algorithm	12
Reconstructed NDVI and EVI datasets in China (ReVIChina) generated by a spatial-interannual reconstruction method	12
Fine scale optical remote sensing experiment of mixed stand over complex terrain (FOREST) in the Genhe Reserve Area: objective, observation and a case study	12
The future of global land change monitoring	12
Using remote sensing data to evaluate the ecological restoration in Taiyuan from the SDGs perspective	12
A review of research methods on the coupling relationship between urban rail transit and urban space: revealing spatiotemporal relationships through big data	11
Aesthetic style transferring method based on deep neural network between Chinese landscape painting and classical private garden’s virtual scenario	11
How sustainable is OpenStreetMap? Tracking individual trajectories of editing behavior	11
A user perspective on future cloud-based services for Big Earth data	11
Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data	11
Mapping of lakes in the Qinghai-Tibet Plateau from 2016 to 2021: trend and potential regularity	11
Construction of quality evaluation indicator system for diamond discrete global grid systems	11
Change detection of multisource remote sensing images: a review	11
A methodological framework for analyzing PPGIS data collected in 3D	11
A Novel Map Matching Method Based on Improved Hidden Markov and Conditional Random Fields Model	11
Carbon balance dynamic evolution and simulation coupling economic development and ecological protection: a case study of Jiangxi Province at county scale from 2000–2030	11
Quantitative prediction and evaluation of geothermal resource areas in the southwest section of the Mid-Spine Belt of Beautiful China	11
A new method for the extraction of tailing ponds from very high-resolution remotely sensed images: PSVED	11
Correction	11
GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review	11
Bathymetric mapping and estimation of water storage in a shallow lake using a remote sensing inversion method based on machine learning	11
AugGKG: a grid-augmented geographic knowledge graph representation and spatio-temporal query model	11
GeoFRESH – an online platform for freshwater geospatial data processing	11
FRIC: a framework for few-shot remote sensing image captioning	11
Incorporating object counts into remote sensing image captioning	11
Mapping soil organic matter content using Sentinel-2 synthetic images at different time intervals in Northeast China	11
Deep object segmentation and classification networks for building damage detection using the xBD dataset	10
Processes and events in the centre: a dynamic data model for representing spatial change	10
An ethics assessment list for geoinformation ecosystems: revisiting the integrated geospatial information framework of the United Nations	10
Enhancing post-seismic landslide susceptibility modeling in China through a time-variant approach: a spatio-temporal analysis	10
A cartographic generalization method for 3D visualization of trajectories in space–time cubes: case study of epidemic spread	10
Light from space illuminating the polar silk road	10
A real-time mapping method for knowledge graph-driven large language models: a focus on indoor fire evacuations	10
DEM super-resolution framework based on deep learning: decomposing terrain trends and residuals	10
Absolute radiometric calibration evaluation of the thermal infrared spectrometer onboard SDGSAT-1	10
Adaptive step-size forward advection method for aerosol process simulation	10
Assessing tree crown fire damage integrating linear spectral mixture analysis and supervised machine learning on Sentinel-2 imagery	10
MDvT: introducing mobile three-dimensional convolution to a vision transformer for hyperspectral image classification	10
Reduction of rain effect on wave height estimation from marine X-band radar images using unsupervised generative adversarial networks	10
Multi-class change detection of remote sensing images based on class rebalancing	10
Large dam candidate region identification from multi-source remote sensing images via a random forest and spatial analysis approach	10
F4ESS – a framework for interdisciplinary data-driven earth system science	10
An efficient built-up land expansion model using a modified U-Net	10
A new multi-source remote sensing image sample dataset with high resolution for flood area extraction: GF-FloodNet	10
M 2 Caps: learning multi-modal capsules of optical and SAR images for land cover classification	10
Urban wetland landscape patterns and cooling effects in Guilin utilizing GF-1/6 and SDGSAT-1 data	10
MAL-YOLO: a lightweight algorithm for target detection in side-scan sonar images based on multi-scale feature fusion and attention mechanism	9
A multi-source data fusion method for land cover production: a case study of the East European Plain	9
An unmanned aerial system benchmark object detection dataset for deep learning in outfall surveys	9
Brazil Data Cube Workflow Engine: a tool for big Earth observation data processing	9
Spatio-temporal forecasting of landslide hazard in Chongqing National Transmission Protection Regions, China	9

Estimating asset wealth using multidimensional luminous information in areas lacking nighttime light	9
An improved estimation of remote sensing-based ecological index for tracking continuous changes in eco-environmental quality	9
Correction	9
Evaluating urban and nonurban PM 2.5 variability under clean air actions in China during 2010–2022 based on a new high-quality dataset	9
Revolutionizing building damage detection: A novel weakly supervised approach using high-resolution remote sensing images	9
Point cloud semantic segmentation of grotto scenes using the knowledge-guided deep learning method	9
Precipitation variations associated with tropical cyclone intensity and intensity change in the Northwest Pacific using 21-Yr GPM IMERG product	9
A detection method for multi-type earth's surface anomalies based on multi-dimensional feature space	9
Horizontal and vertical inequity of multi-modal healthcare accessibility in the aging Japan in the post-COVID era: a GIS-based approach	9
Vectorizing planar roof structure from very high resolution remote sensing images using transformers	9
A framework for automated reconstruction of communication towers from terrestrial laser scanning point clouds	9
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	9
A new snow cover mapping algorithm for Chinese geostationary meteorological satellite FY-4A AGRI data	9
Correction	8
Automated spectral transfer learning strategy for semi-supervised regression on Chlorophyll-a retrievals with Sentinel-2 imagery	8
Continuous monitoring of grassland AGB during the growing season through integrated remote sensing: a hybrid inversion framework	8
Monitoring tropical forest change using tree canopy cover time series obtained from Sentinel-1 and Sentinel-2 data	8
Georecon: a coarse-to-fine visual 3D reconstruction approach for high-resolution images with neural matching priors	8
AttGAN: attention gated generative adversarial network for spatio-temporal super-resolution of ocean phenomena	8
Precise hexagonal pixel modeling and an easy-sharing storage scheme for remote sensing images based on discrete global grid system	8
Interactive visualization of ocean unsteady flow data based on dynamic adaptive pathline	8
Geometric calibration of large-scale SAR images using wind turbines as ground control points	8
Using secondary data from mobile phones to monitor local food market access during disasters: an Australian case study	8
Evaluation of SDGSAT-1 MII data in total suspended matter estimation in clear to extremely turbid rivers	8
A vision-aided RTK ambiguity resolution method by map lane matching for intelligent vehicle in urban environment	8
Multilevel data simplification methods for flood process visualizations based on visual perceptions	8
Deephullnet: a deep learning approach for solving the convex hull and concave hull problems with transformer	8
Adaptive polarimetric optimization for ground deformation monitoring using multi-temporal InSAR with dual-polarization sentinel-1	8
Construction of inherent geometric pattern for equal-area hexagonal discrete global grid systems	8
Digital aerial photogrammetry as a spatial and temporal extension of ALS in forest height growth modeling	8
Robust and accurate visual geo-localization using prior map constructed by handheld LiDAR SLAM with camera image and terrestrial LiDAR point cloud	8
Remote retrieval of dissolved organic carbon in rivers using a hyperspectral drone system	8
Virtual geographical scene twin modeling: a combined data-driven and knowledge-driven method with bridge construction as a case study	7
An improved bridge reference network for 3-D SAR tomography based on regional growing strategy	7
Assessment of the vulnerability of coastal agriculture to seawater intrusion using remote sensing, GIS, and Multi-Criteria Decision Analysis	7
Viral invasion, incubation, and outbreak under the normalized operation of urban systems: a spatial cognition-driven transmission model of infectious diseases	7
Characterising global ocean mesoscale eddy by AVISO and Haiyang-2 altimeter	7
GEE-Based monitoring method of key management nodes in cotton production	7
Geographic context-aware text mining: enhance social media message classification for situational awareness by integrating spatial and temporal features	7
Estimating daily surface downward shortwave radiation over rugged terrain without bright surface at 30 m on clear-sky days using CERES data	7
An improvement in accuracy and spatial resolution of the pattern-matching sea ice drift from SAR imagery	7
CG-CFPANet: a multi-task network for built-up area extraction from SDGSAT-1 and Sentinel-2 remote sensing images	7
Using time-series imagery and 3DLSTM model to classify individual tree species	7
SOENet: a multi-resolution network for sheep extraction from high-resolution remote sensing images	7
AI-generated buildings in OpenStreetMap: frequency of use and differences from non-AI-generated buildings	7
An increasing mutual promotion of economic growth between China and the world observed from nighttime light remote sensing	7
Correction	7
SDG- and GMAG-oriented analysis of multi scenarios spatiotemporal changes and evaluation of the effectiveness and potential of mangrove forests	7
Urban nighttime aerosol optical depth retrieval methods from SDGSAT-1 glimmer data	7
Revisiting the consistency of MODIS LAI products from a new perspective of spatiotemporal variability	7
Assimilation of NDVI data in a land surface – Vegetation model for leaf area index predictions in a tree-grass ecosystem	7
Analyzing factors on tourist movement predictability: a study based on social media data	7
A novel AI approach for modeling land surface temperature of Freetown, Sierra Leone, based on land-cover changes	7
Evaluating the performance of snow depth reanalysis products in the arid region of Central Asia	7
Revealing the fireworks-set-off pattern of spatial multi-function expansion across cities leveraging big geodata – a case of the Greater Bay Area, China	7
Virtual geo-cyber environments: metaphorical visualization of virtual cyberspace with geographical knowledge	7
High-resolution population mapping based on SDGSAT-1 glimmer imagery and deep learning: a case study of the Guangdong-Hong Kong-Marco Greater Bay Area	7
GGW-BDF: an online tool for using earth observation and Chinese ecosystem restoration experiences in support of the Great Green Wall initiative	7
Modeling of driving factors and headcut rates of ephemeral gullies in the loess plateau of China using high-resolution remote sensing images	7
Region-guided transformer for remote sensing image captioning	7
Exploiting European GNSS and Ethereum in location proof systems	7
Generation of global 1-km daily top-of-atmosphere outgoing longwave radiation product from 2000 to 2021 using machine learning	7
A novel water optical types framework for Chinese inland waters with the application of multitype satellite sensor	7
Simultaneous retrieval of land surface temperature and emissivity from the FengYun-4A advanced geosynchronous radiation imager	7
Spatiotemporal coverage capability of moon-based SAR for water dynamic monitoring in global vegetation tipping elements	7