International Journal of Digital Earth

Article	Citations
Encoding and operation scheme for the rhombic triacontahedron aperture 4 hexagonal discrete global grid system	139
Monitoring vegetation dynamics in Qinling–Daba mountains during 2001–2023 using an improved two-leaf model and remote-sensing datasets	103
Block-PSPGOF: high-quality mesh reconstruction of large scenes based on progressive self-planarized Gaussian opacity fields	102
FRIC: a framework for few-shot remote sensing image captioning	92
An unsupervised semantic segmentation method that combines the ImSE-Net model with SLICm superpixel optimization	92
Red list assessments of Chinese higher plants	78
Mapping high-resolution surface shortwave radiation over East Asia with the new generation geostationary meteorological satellite Himawari-8	70
Evolutionary dynamics of island shoreline in the context of climate change: insights from extensive empirical evidence	68
Carbon balance dynamic evolution and simulation coupling economic development and ecological protection: a case study of Jiangxi Province at county scale from 2000–2030	65
Assessing the impact of COVID-19 on residents’ activities using baidu heat map data: from the lockdown era to the post-pandemic era	61
Unveiling the pulse of urban metro stations: a TOD-driven approach to measuring vibrancy using geographically weighted random forest	59
GNSS Ground deformation observation network optimization assisted using prior InSAR-derived ground surface deformation and multiscale iteration estimation	55
The impact of super typhoon on varying vegetation types in eastern coastal China: implications for coastal ecosystem and disaster risk management	53
Multi-scale hydrological system-of-systems realized through WHOS: the brokering framework	53
A new multi-source remote sensing image sample dataset with high resolution for flood area extraction: GF-FloodNet	52
Cloud-based storage and computing for remote sensing big data: a technical review	52
Fine-grained flood disaster information extraction incorporating multiple semantic features	51
A new remote sensing index of mildew for winter wheat disaster area extraction	49
TR2RM: an urban road network generation model based on multisource big data	49
Mapping above-ground biomass and canopy mean height in high mountainous forest areas with Sentinel-2 multi-spectral image based on machine learning algorithms	48
HyperRefiner: a refined hyperspectral pansharpening network based on the autoencoder and self-attention	47
An evaluation of TLS-based glacier change assessment in the central Tibetan plateau	46
Using remote sensing data to evaluate the ecological restoration in Taiyuan from the SDGs perspective	45
Kinematic precise point positioning heights enhancement using static measurements and Voronoi’s corrector surface	45
Analysis of desert locust ( Schistocerca gregaria ) suitability in Yemen: an integrated evaluation based on MaxEnt and space–time cube approaches	44

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	44
A transformer-based Siamese network and an open optical dataset for semantic change detection of remote sensing images	43
RepDDNet: a fast and accurate deforestation detection model with high-resolution remote sensing image	37
Deep reinforcement learning–driven multi-satellite collaborative observation planning for emergency and disaster monitoring	37
Change detection of multisource remote sensing images: a review	36
AugGKG: a grid-augmented geographic knowledge graph representation and spatio-temporal query model	35
Object based Markov random field model for hierarchical semantic segmentation of remote sensing imagery	34
Individual tree segmentation from UAS Lidar data based on hierarchical filtering and clustering	34
Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data	34
Correction	33
Vegetation ecological benefits index (VEBI): a 3D spatial model for evaluating the ecological benefits of vegetation	33
A real-time geological sections generation method for geological 3D models based on per-pixel linked lists	31
MAL-YOLO: a lightweight algorithm for target detection in side-scan sonar images based on multi-scale feature fusion and attention mechanism	31
Using time-series imagery and 3DLSTM model to classify individual tree species	31
A labor-free index-guided semantic segmentation approach for urban vegetation mapping from high-resolution true color imagery	30
Derivation of tasseled cap transformation coefficients for SDGSAT-1 Multispectral Imager at-sensor reflectance data	30
Estimating carbon storage of desert ecosystems in China	30
High-precision earth rotation parameter forecasting: multiscale computational models and multivariate data fusion	30
Evaluating the performance of snow depth reanalysis products in the arid region of Central Asia	29
PMinrKG: polymetallic mineral resources knowledge graph construction and its applications integrated with multimodal data	29
SDG- and GMAG-oriented analysis of multi scenarios spatiotemporal changes and evaluation of the effectiveness and potential of mangrove forests	29
Social media use in disaster response: empowering community resilience	29
Light from space illuminating the polar silk road	29
Virtual earth cloud: a multi-cloud framework for enabling geosciences digital ecosystems	29
Spatial heterogeneity and driving mechanism of the response of lake area to drought for lakes in China	29
Optimizing context-based location extraction by tuning open-source LLMs with RAG	28
Rapid mass losses of Urumqi River Basin glaciers, eastern Tianshan Mountains revealed from multi-temporal DEMs, 1964–2021	28
Exploring the potential of time series InSAR for coastal wetland fine mapping using auto-weighted ensemble machine learning	27
Land surface temperature retrieval from SDGSAT-1: assessment of different retrieval algorithms with different atmospheric reanalysis data	27
Integrating unsupervised domain adaptation and SAM technologies for image semantic segmentation: a case study on building extraction from high-resolution remote sensing images	27
Robust and accurate visual geo-localization using prior map constructed by handheld LiDAR SLAM with camera image and terrestrial LiDAR point cloud	26
A systematic review and comparative analysis of deep learning models for Twitter/X-based traffic event detection	26
Integration of road context information into knowledge graph for intelligent analysis of road accidents	26
Mapping tidal flat topography by combining ICESat-2 laser altimetry and multi-source satellite imagery	26
Global ocean gridded dataset and hypoxic zone expansion: reconstructed dissolved oxygen (1960–2021) based on machine learning technique	26
Viral invasion, incubation, and outbreak under the normalized operation of urban systems: a spatial cognition-driven transmission model of infectious diseases	26
A hierarchical-modular ecosystem mapping framework for high-intensity human activity zones	26
Identification of illumination source types using nighttime light images from SDGSAT-1	26
Assimilation of NDVI data in a land surface – Vegetation model for leaf area index predictions in a tree-grass ecosystem	25
Virtual geographical scene twin modeling: a combined data-driven and knowledge-driven method with bridge construction as a case study	25
Predicting trajectory destinations based on diffusion model integrating spatiotemporal features and urban contexts	25
NRWI: a novel spectral index optimized for waterbody extraction from high-resolution GF-2 satellite imagery	24
A novel drought index integrating GNSS and precipitation data for drought monitoring in Brazil	24
Quantifying the contributions of climate change and human activities to grassland dynamics in southwest of China using a spatiotemporally varying residual method	24
Streamflow changes and warming climate-induced flood risks for 1960–2016 in the Nenjiang River Basin, northeastern China	24
Toward a comprehensive understanding of eye-level urban greenness: a systematic review	23
A novel remote sensing method to estimate pixel-wise lake water depth using dynamic water-land boundary and lakebed topography	23
Future soil erosion assessment based on changing land cover and different climate change scenarios in a transboundary river basin	23
Ship behavior prediction and anomaly detection using LSTM-DCross model based on AIS and remote sensing data	23
A new computationally efficient algorithm to generate global fractional vegetation cover from Sentinel-2 imagery at 10 m resolution	23

Measuring the accessibility of emergency shelters based on an improved two-step floating catchment area model	23
Cropland segmentation leveraging a synergistic edge enhancement and temporal difference-aware network with Sentinel-2 time-series imagery	23
MLFA-Net: multi-level feature-aggregated network for semantic change detection in remote sensing images	23
Deep learning for land use and land cover classification from the Ecuadorian Paramo.	23
Performance analysis of global HYCOM flow field using Argo profiles	23
Unveiling urban area growth dynamics: insights from a comprehensive study of urban area growth curves	22
Reopen schools safely: simulating COVID-19 transmission on campus with a contact network agent-based model	22
Marine aquaculture mapping using GF-1 WFV satellite images and full resolution cascade convolutional neural network	22
Simulating land use change for sustainability: a case study of the northern slope of Tianshan Mountains	22
Quantifying regional differentiation of yardang groups using terrain texture indices	22
Using deep learning in an embedded system for real-time target detection based on images from an unmanned aerial vehicle: vehicle detection as a case study	22
Digital mapping of soil phosphorous sorption parameters (PSPs) using environmental variables and machine learning algorithms	21
Chain-of-programming (CoP): empowering large language models for geospatial code generation task	21
WMO: an ontology for the semantic enrichment of wetland monitoring data	21
Explainable machine learning reveals drivers of ecological quality in a karst watershed: implications for sustainable management of the Mawei river basin, China	21
Spatiotemporal dynamics and forecasting of ecological security pattern under the consideration of protecting habitat: a case study of the Poyang Lake ecoregion	21
Assessing OSM building completeness for almost 13,000 cities globally	20
Parcel-scale crop planting structure extraction combining time-series of Sentinel-1 and Sentinel-2 data based on a semantic edge-aware multi-task neural network	20
Leveraging machine learning and open-source spatial datasets to enhance flood susceptibility mapping in transboundary river basin	20
Multi-source DEM accuracy evaluation based on ICESat-2 in Qinghai-Tibet Plateau, China	20
Global degradation trends of grassland and their driving factors since 2000	19
Reviewer Summary for International Journal of Digital Earth	19
Dynamic spatiotemporal quantification of avalanches in the Central Tianshan Mountains by integrating air–space–ground collaborative sensing and snow field–terrain filters	19
A gamified map application utilising crowdsourcing engaged citizens to refine the quality and accuracy of cadastral index map border markers	19
Prioritization of soil erosion-prone sub-watersheds using geomorphometric and statistical-based weighted sum priority approach in the middle Omo-Gibe River basin, Southern Ethiopia	19
Evaluation of several recently developed sampling strategies within the coarse pixel scale for validation of coarse-resolution satellite albedo products	19
Utilizing serverless framework for dynamic visualization and operations in geospatial applications	19
A high-precision image classification network model based on a voting mechanism	19
NGST-Net: A N-Gram based Swin Transformer Network for improving multispectral and hyperspectral image fusion	19
Evaluating the influence of COVID-19 pandemic on socioeconomic development in Wumeng Mountain area based on multi-source remote sensing data	19
Digital soil mapping based on the similarity of geographic environment over spatial neighborhoods	19
A segment anything model-based geological remote sensing interpretation method with a distributed data-parallel deep learning framework	19
Data-driven structural damage monitoring and assessment based on unmanned aerial vehicle images: a survey	18
Cook's distance-guided neural network interpolation: enhancing spaceborne LiDAR data for forest canopy height mapping	18
Tensor nested ring embedding used for domain adaptation of cross-source heterogeneous remote sensing feature tensors	18
MATNet: multiattention Transformer network for cropland semantic segmentation in remote sensing images	18
Combined subspace low rank learning and nonlocal low rank estimation for spectral super-resolution of multispectral remote sensing images	18
Multi-source remote sensing data for monitoring natural reserves: a case study on the Shaanxi Hanzhong crested ibis National Nature Reserve, China	18
STGATN: a wind speed forecasting method based on geospatial dependency	18
Managing urban freight electrification: spatial insights into battery electric truck delivery demand	18
When a tree model meets texture baking: an approach for quality-preserving lightweight visualization in virtual 3D scene construction	17
Impact of urbanization on terrestrial carbon storage loss in the Hohhot-Baotou-Ordos region, China: evaluating people-space interactions	17
Evolutionary PSO-based emergency monitoring geospatial edge service chain in the emergency communication network	17
Implementing a growth pattern of climax community as post-processing filters core to improve tree species classification accuracy	17
Maps as a double-edged trustworthiness elevator for climate (mis)information on social media	17
Operational continental-scale land cover mapping of Australia using the Open Data Cube	17
Visualization analysis of rainfall-induced landslides hazards based on remote sensing and geographic information system-an overview	17
Super-resolution GANs for upscaling unplanned urban settlements from remote sensing satellite imagery – the case of Chinese urban village detection	17
Mitigation of tropospheric delay induced errors in TS-InSAR ground deformation monitoring	17
A novel red-edge vegetable index for paddy rice mapping based on Sentinel-1/2 and GF-6 images	16
Global structure graph mapping for multimodal change detection	16
Enhancing flood-prone area mapping: fine-tuning the K-nearest neighbors (KNN) algorithm for spatial modelling	16
A topological framework for real-time 3D weather radar data processing	16
Correction	16
Construction of a refined population analysis unit based on urban forms and population aggregation patterns	16
A simplification method for large-scale urban point clouds considering diversity of terrain object features	16
Variation of XCO2 anomaly patterns in the Middle East from OCO-2 satellite data	16
Who are on the road? A study on vehicle usage characteristics based on one-week vehicle trajectory data	16
Long-term satellite records of water clarity suggest increasing human activity influence in an inland lake	16
Prediction of network public opinion features in urban planning based on geographical case-based reasoning	16
Satellite-derived bathymetry based on iterative fusion of active lidar photons and passive pseudo-photons	16
Machine learning-based prediction of sand and dust storm sources in arid Central Asia	16
A situational ethics and harmonization challenges in the case of EU biodiversity data governance	16
Historical trends of degradation, loss, and recovery in the tropical forest reserves of Ghana	16
Analysis of continuous calving front retreat and the associated influencing factors of the Thwaites Glacier using high-resolution remote sensing data from 2015 to 2023	15
Fine-resolution mapping and assessment of artificial surfaces in the northern hemisphere permafrost environments	15
Modeling land cover changes using an enhanced Markov-future land use simulation model with spatial distribution considerations: a case study in the Yellow River Basin	15
Precision silviculture: use of UAVs and comparison of deep learning models for the identification and segmentation of tree crowns in pine crops	15
GEOSS Platform data content and use	15
Performances of six reanalysis profile products in the atmospheric correction of passive microwave data for estimating land surface temperature under cloudy-sky conditions	15
Fractional crop-planting area projection by integrating geographic grid data and agricultural statistics based on random forest regression	15
An approach for exploring spatial associations in multi-layer networks based on convergent and divergent flow structures	15
Scale effects-aware bottom-up population estimation using weakly supervised learning	15
Developing an annual building volume dataset at 1-km resolution from 2001 to 2019 in China	15
Large-scale ecological engineering increases forest canopy height in Loess Plateau from 1985 to 2020	15
An effective global learning framework for hyperspectral image classification based on encoder-decoder architecture	15
Assessing urban sustainability in the Belt and Road region: a city-level analysis of SDG 11 indicators using earth observations	15
Observation and evaluation of surface and underground space changes in well salt mining based on InSAR: a case study of Qingjiang salt mine, Zhangshu, China	15
Identifying where and when urban renewal occurs: a continuous change detection-based framework using two decades’ worth of Landsat data	15
Quantifying the vegetation restoration mechanism of ecological projects on the Qingzang Plateau	15

A robust correspondence-based registration method for large-scale outdoor point cloud	14
Investigation of the spatio-temporal transferability of large-scale random forest crop classification models and potential influencing factors	14
Monitoring water color anomaly of lakes based on an integrated method using Landsat-8 OLI images	14
Integrated representation of geospatial data, model, and knowledge for digital twin railway	14
An automatic monitoring method for disturbance caused by deforestation and forest fires	14
Leaf area index estimation from the time-series SAR data using the AIEM-MWCM model	14
Health assessment of plantations based on LiDAR canopy spatial structure parameters	14
Daily multi-time monitoring of SLST jointly using FY-3 dawn-dusk and afternoon orbit satellite data with 250 m resolution	14
Evaluating the efficiency of NDVI and climatic data in maize harvest prediction using machine learning	14
Monitoring of ecological security patterns based on long-term land use changes in Langsa Bay, Indonesia	14
Boundaries extraction and features recognition of metro station catchment area: the perspective of cognition and perception	14
Exploring multi-pollution variability in the urban environment: geospatial AI-driven modeling of air and noise	14
An attention-based deep learning model for citywide traffic flow forecasting	14
Characterizing temporally fragmented human activity networks in cyber space using uniform resource locator (URL) data	14
Evaluation of remote sensing soil moisture data products with a new approach to analyse footprint mismatch with in-situ measurements	14
Forward simulation of thin ice backscatter mechanism in the Bohai Sea region based on the MSIB and SMRT coupling model	14
Denoising and classification of urban ICESat-2 photon data fused with Sentinel-2 spectral images	14
Quality-preserving multilevel mesh generation for building models	13
A multimetric evaluation method for comprehensively assessing the influence of the icosahedral diamond grid quality on SCNN performance	13
A construction method of a multidimensional and multilingual association network for earth surface system science data	13
MC-Net: multi-scale contextual information aggregation network for image captioning on remote sensing images	13
Comprehensive validation of seven root zone soil moisture products at 1153 ground sites across China	13
Context-aware and boundary-optimized model for road marking instance segmentation using MLS point cloud intensity images	13
Significant discrepancies of land surface daily net radiation among ten remotely sensed and reanalysis products	13
Examining the joint effect of air pollution and green spaces on stress levels in South Korea: using machine learning techniques	13
Enhancing explainability of deep learning models for point cloud analysis: a focus on semantic segmentation	13
Chat-RSC: interactive remote sensing image classification via large language models	13
Integrating optimal terrain representations from public DEMs using spaceborne LiDAR	13
An improvement of snow/cloud discrimination from machine learning using geostationary satellite data	13
Global DEMs vary from one to another: an evaluation of newly released Copernicus, NASA and AW3D30 DEM on selected terrains of China using ICESat-2 altimetry data	13
Snow depth estimation in Northeast China based on space-borne scatterometer data and ML model with optimal features	13
SDGSAT-1 pendulum mirror coupling control technology	13
Sentinel-1 vegetation optical depth retrievals over the international soil moisture network	13
Global assessment of vegetation patterns along topographic gradients	13
Modeling the spatial distribution of Spartina alterniflora ecological response to the interaction of flooding and soil salinity base on UAV data in Coastal Wetland	13
Assessment of the urban habitat quality service functions and their drivers based on the fusion module of graph attention network and residual network	13
Modeling pan-Arctic seasonal and interannual landfast sea ice thickness and snow depth between 1979 and 2021	13
List of reviewers for International Journal of Digital Earth	13
A full-attention network with an open dataset for large-scale building semantic segmentation along long-span high-speed rail lines	13
Evaluating spatial accessibility to healthcare services from the lens of emergency hospital visits based on floating car data	13
Uncovering urban functional areas differences through POI-based spatial metrics: evidence from Jianghan district, Wuhan	13
Graph attention network-based multi-source data fusion for atmospheric CO 2 concentrations estimation	13
Accurately mapping of the staple-food bamboo of the giant panda based on space-air-ground integrated monitoring technology	13
Routeview: an intelligent route planning system for ships sailing through Arctic ice zones based on big Earth data	13
Landform classification based on landform geospatial structure – a case study on Loess Plateau of China	13
Semantic segmentation for remote sensing images based on an AD-HRNet model	13
Spatial and temporal assessment of sustainable development indicators for the China-Pakistan transportation corridor	13
BATSCCD: a new change detection method for mapping building age in rapidly changing urban areas using Landsat time series data	12
CFP-SwinT: building damage classification during floods using cross fusion pyramid Swin-T	12
An improved coverage-oriented retrieval algorithm for large-area remote sensing data	12
Scene classification for remote sensing image of land use and land cover using dual-model architecture with multilevel feature fusion	12
Spatial data trusts: an emerging governance framework for sharing spatial data	12
Remote sensing monitoring of mountain sustainable development goals (SDG15.4): a systematic review	12
Multimodal data visualization method for digital twin campus construction	12
Surface urban heat island distribution and socioeconomic inequalities in a major Latin American agglomeration	12
A fine-grained evaluation of social vulnerability to COVID-19, healthcare access and built environmental disparities in Tokyo, Japan	12
Investigating pupil dilation during real-world wayfinding: effects of user, environment, and visual attention factors	12
A multi-criteria optimization approach for the geometric integration of vector-based land cover datasets	12
A novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China	12
High-resolution urban heat island analysis using SDGSAT-1 thermal infrared and glimmer data: the case of mainland Shanghai	12
Capturing the crack process of the Antarctic A74 iceberg with Sentinel-1 based offset tracking and radar interferometry techniques	12
Within-season crop monitoring at continental scale utilizing new gap-filled Landsat temporal series	12
Robust ground control point localization from multi-aspect stereo SAR observations using Chinese commercial satellite SVN-2	11
Time series changes and influencing factors of fractional vegetation coverage under weed competition in wheat field ecosystems through remote sensing	11
Modelling future urban scenarios of land suitability: a case study of Jihlava city	11
Soil moisture estimation with microwave remote sensing: a systematic review and meta-analysis	11
A framework for automated reconstruction of communication towers from terrestrial laser scanning point clouds	11
Reduction of rain effect on wave height estimation from marine X-band radar images using unsupervised generative adversarial networks	11
Brazil Data Cube Workflow Engine: a tool for big Earth observation data processing	11
Correction	11
Modeling inter-city population flows: a Deep Radiation model with multisource geographic features	11
Decomposing and mapping different scales of land subsidence over Shanghai with X- and C-Band SAR data stacks	11
Aesthetic style transferring method based on deep neural network between Chinese landscape painting and classical private garden’s virtual scenario	11
Point cloud semantic segmentation of grotto scenes using the knowledge-guided deep learning method	11
Contour detection with bicubic spline surfaces	11
AI-generated buildings in OpenStreetMap: frequency of use and differences from non-AI-generated buildings	11
Correction	11
Fast semantic segmentation for remote sensing images with an improved Short-Term Dense-Connection (STDC) network	11
DBSF: dual-branch boundary-supplemented framework for photovoltaic power station extraction	11
Interactive visualization of ocean unsteady flow data based on dynamic adaptive pathline	11
Reconstructed NDVI and EVI datasets in China (ReVIChina) generated by a spatial-interannual reconstruction method	11
Long-term dynamics of peak photosynthesis timing and environmental controls in the Tibetan Plateau monitored by satellite solar-induced chlorophyll fluorescence	11
GEE-Based monitoring method of key management nodes in cotton production	11
Multi-time scale analysis of human activity patterns on the Qinghai–Tibet Plateau using location request data	11
MDC-Net: a multi-directional constrained and prior assisted neural network for wood and leaf separation from terrestrial laser scanning	11
A multi-source data fusion method for land cover production: a case study of the East European Plain	11
Machine learning-driven integration of time-series InSAR and multiple surface factors for landslide identification and susceptibility assessment	10
Identifying urban functional zones by capturing multi-spatial distribution patterns of points of interest	10
City-level total and sub-category energy intensity estimation using machine learning	10
Processes and events in the centre: a dynamic data model for representing spatial change	10
Monitoring tropical forest change using tree canopy cover time series obtained from Sentinel-1 and Sentinel-2 data	10
Monitoring of Carbon Monoxide (CO) changes in the atmosphere and urban environmental indices extracted from remote sensing images for 932 Iran cities from 2019 to 2021	10
Modelling forest canopy reflectance over sloping terrain with an extended GSV and PROSAIL Model	10
Enhancing mountainous permafrost mapping by leveraging a rock glacier inventory in northeastern Tibetan Plateau	10
PNTM-CNN: an approach for saddle-point extraction integrating positive–negative terrain method and multiscale fusion CNN model	10