Geo-Spatial Information Science

Article	Citations
Automated extraction and validation of Stone Pine ( Pinus pinea L.) trees from UAV-based digital surface models	128
Spatial-temporal analysis of the international trade network	122
Integrating a multi-dimensional deep convolutional neural network with optimized sample selection for landslide susceptibility assessment	95
Mid-Term achievements in the Dragon 5 Cooperation between MOST and ESA	77
An explicit forest carbon stock model and applications	74
Satellite mapping of air temperature under polar night conditions	64
An in situ hyperspectral dataset for typical aquatic vegetation	54
Signal acquisition of Luojia-1A low earth orbit navigation augmentation system with software defined receiver	47
Remote sensing image super-resolution via cross-scale hierarchical transformer	38
Lockdown lifted: measuring spatial resilience from London’s public transport demand recovery	36
An optimized BP neural network for modeling zenith tropospheric delay in the Chinese mainland using coupled particle swarm and genetic algorithm	33
Integrating 3D city data through knowledge graphs	33
Evaluation of the physical-functional resilience of Isfahan City center using spatial statistics methods and ELECTRE *	31
Estimating pedestrian traffic with Bluetooth sensor technology	31
Spatial diffusion processes of Gelugpa monasteries of Tibetan Buddhism in Tibetan areas of China utilizing the multi-level diffusion model	30
Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data	26
Fritz Ackermann: a true and unequalled friend	25
An investigation of the temporality of OpenStreetMap data contribution activities	23
Satellite-based mapping of canopy fuels at the pan-European scale	22
Transport pathway identification and meteorological driving force spatial-temporal analysis of an extreme dust storm event on South Mongolian Plateau	22
Assessment of underlying topography and forest height inversion based on TomoSAR methods	22
Data-driven machine learning approaches for precise lithofacies identification in complex geological environments	21
Monitoring firn and wet snow on mountain glaciers: polarization and orbit effects	21
Evaluating current ethical values of OpenStreetMap using value sensitive design	21
Modeling information flow from multispectral remote sensing images to land use and land cover maps for understanding classification mechanism	21

LEO satellite clock analysis and prediction for positioning applications	20
Area, lake-level and volume variations of typical lakes on the Tibetan Plateau and their response to climate change, 1972–2019	20
Layout graph model for semantic façade reconstruction using laser point clouds	18
Comparison of Layer-stacking and Dempster-Shafer Theory-based Methods Using Sentinel-1 and Sentinel-2 Data Fusion in Urban Land Cover Mapping	18
Evaluation of strategies for the ultra-rapid orbit prediction of BDS GEO satellites	18
Ground penetrating radar applied to subsurface culverts	17
Entity-oriented spatial coding scheme and its application for spatial topology	17
Evaluation of wave retrieval for Chinese Gaofen-3 synthetic aperture radar	17
The effects of factor generalization scales on the reproduction of dynamic urban growth	17
Untangling the association between urban mobility and urban elements	17
Challenges and implications of predicting the spatiotemporal distribution of dengue fever outbreak in Chinese Taiwan using remote sensing data and deep learning	16
Optimization model for urban ecological network connectivity considering geospatial constraints	16
Characterizing the channel dependence of vegetation effects on microwave emissions from soils	16
SemanticMesh: parameterized fusion of semantic components for photogrammetric meshes	15
Inter-comparison study of wind measurement between the three-lidar-based virtual tower and four lidars using VAD techniques	15
Multi-source deep-learning approach for automatic geomorphological mapping: the case of glacial moraines	15
Land surface modeling informed by earth observation data: toward understanding blue–green–white water fluxes in High Mountain Asia	14
Investigating the effect of spatial patterns of artificial impervious surface on PM 2.5 at the intra-urban scale	14
Enhancing outlying growth simulation in urban cellular automata via intelligent extraction-fusion of land suitability and neighborhood effects: a case study of Wuhan, China	14
Understanding the pattern and mechanism of spatial concentration of urban land use, population and economic activities: a case study in Wuhan, China	14
Mixed-use urban land parcels identification integrating geospatial data and machine learning	14
Global vegetation productivity increased in response to COVID-19 restrictions	14
Spatiotemporal variability at seasonal and interannual scales of terrestrial water variation over Tibetan Plateau from geodetic observations	14
Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling	13
How do greenspace landscapes affect PM2.5 exposure in Wuhan? Linking spatial-nonstationary, annual varying, and multiscale perspectives	13
Value of incorporating geospatial information into the prediction of on-street parking occupancy – A case study	13
Integration of 3DGIS and BIM and its application in visual detection of concealed facilities	13
A robust and accurate feature matching method for multi-modal geographic images spatial registration	12
ForestSemantic: a dataset for semantic learning of forest from close-range sensing	12
Integrating street view imagery and taxi trajectory for identifying urban function of street space	11
Impacts of vegetation greening and climate change on trend and interannual variability in vegetation productivity in the Wuyi Mountain region	11
ADMNet: adaptive deformable convolution large model combining multi-level progressive fusion for Building Change Detection	11
LuoJiaAI: A cloud-based artificial intelligence platform for remote sensing image interpretation	11
Spatiotemporal patterns of human mobility during the COVID-19 pandemic in China	11
“Hot street” of crime detection in London borough and lockdown impacts	11
The impact of drought time scales and characteristics on gross primary productivity in China from 2001 to 2020	11
Spatialization of electricity consumption by combining high-resolution nighttime light remote sensing and urban functional zoning information	10
An approach for urban agglomerations integration evaluation based on multivariate big data: case of the Central Plains Urban Agglomeration	10
Spatiotemporal characteristics of the ecological environmental quality in the Pearl River Basin from 2000 to 2020	10
3D spatial evolutionary particle swarm algorithm based emergency communication spatial deployment optimization	10
A large scale training sample database system for intelligent interpretation of remote sensing imagery	10
Analysing the use of OpenAerialMap images for OpenStreetMap edits	10
A user-based approach for assessing spatial equity of attractiveness and accessibility to alternative urban parks	10
Review, framework, and future perspectives of Geographic Knowledge Graph (GeoKG) quality assessment	10
In-flight performance analysis of the navigation augmentation payload on LEO communication satellite: a preliminary study on WT01 mission	10
Unravel the spatio-temporal patterns and their nonlinear relationship with correlates of dockless shared bikes near metro stations	10
Analysis of land-atmosphere interactions and their influence on the energy and water cycle over the Tibetan Plateau	9
Design and performance evaluation of a novel ranging signal based on an LEO satellite communication constellation	9
Low frequency error analysis and calibration for multiple star sensors system of GaoFen7 satellite	9
Epidemiological-survey-based multidimensional modeling for understanding daily mobility during the COVID-19 pandemic across urban-rural gradient in the Chinese mainland	9

An enhanced tropospheric fusion model based on China’s National continuously operating reference stations	9
Correction	9
Hybridizing spatial machine learning to explore the fine-scale heterogeneity between stunting prevalence and its associated risk determinants in Rwanda	9
Evaluating the spatiotemporal patterns of GPP and tree growth for their response to CO 2 fertilization effects in mid-latitude forests of China	9
Latent spectral-spatial diffusion model for single hyperspectral super-resolution	8
Cross-modal feature interaction network for heterogeneous change detection	8
Determination of Helmert transformation parameters for continuous GNSS networks: a case study of the Géoazur GNSS network	8
Influence of ground control point reliability and distribution on UAV photogrammetric 3D mapping accuracy	8
Progress and perspectives of point cloud intelligence	8
A novel Short-time Fourier transform-based algorithm for detection of wandering in the patients with Alzheimer’s disease	8
Crowdsourcing geographic information for terrorism-related disaster awareness and mitigation: perspectives and challenges	8
i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity	8
Assessment of groundwater potential using multi-criteria decision analysis and geoelectrical surveying	8
EFFC-Net: lightweight fully convolutional neural networks in remote sensing disaster images	7
Estimation of annual harvested wood products based on remote sensing and TPO survey data	7
Analyzing the observational capabilities of a Moon-based platform for monitoring Earth’s outgoing radiation	7
LEO Enhanced Global Navigation Satellite System (LeGNSS): progress, opportunities, and challenges	7
A time-series-based model to detect homogeneous regions of residents’ dynamic living habits	7
Evaluation and deep learning-based calibration of nearshore sea surface wind speeds from FY-3E GNOS-II and TIANMU missions	7
Automated noise modelling using a triangulated terrain model	7
Deep learning detects entire multiple-size lunar craters driven by elevation data and topographic knowledge	7
Glacier melt detection at different sites of Greenland ice sheet using dual-polarized Sentinel-1 images	7
Towards automating the nautical chart generalization workflow	7
A framework for upscaling aboveground biomass from an individual tree to landscape level and qualifying the multiscale spatial uncertainties for secondary forests	7
A regional augmented PPP algorithm for offshore considering NWP	7
Identifying vehicle types from trajectory data based on spatial-semantic information	7
Development of a brownfield inventory for prioritizing funding outreach in Tucson, Arizona	6
An approach for measuring spatial similarity among COVID-19 epicenters	6
Exploiting satellite SAR for archaeological prospection and heritage site protection	6
BDS PPP ambiguity resolution using B1I/B2I/B3I/B1C/B2a observations with regional reference network augmentation	6
Individual tree detection and counting based on high-resolution imagery and the canopy height model data	6
Displacements of Fushun west opencast coal mine revealed by multi-temporal InSAR technology	6
FCN-Attention: A deep learning UWB NLOS/LOS classification algorithm using fully convolution neural network with self-attention mechanism	6
Sensing the global CRUST1.0 Moho by gravitational curvatures of crustal mass anomalies	6
How to determine city hierarchies and spatial structure of a megaregion?	6
Special issue on “multi-scale and multimodal human mobility: pre, peri and post COVID-19 pandemic”	6
Urban comprehensive carrying capacity analysis in Zhejiang Province of China from the perspective of production, living, and ecological spaces	6
Ground-based remote sensing of nitrous oxide (N 2 O) over Hefei, eastern China from high-resolution solar spectra	6
Quantitative spatiotemporal impact of dynamic population density changes on the COVID-19 pandemic in China’s mainland	6
The great calving in 2017 did not have a significant impact on the Larsen C Ice Shelf in the short term	6
Wave retrieval from quad-polarized Chinese Gaofen-3 SAR image using an improved tilt modulation transfer function	6
Dual-environment feature fusion-based method for estimating building-scale population distributions	6
Structure and performance analysis of fusion positioning system with a single 5G station and a single GNSS satellite	6
Defining and designing spatial queries: the role of spatial relationships	5
Quality assessment of volunteered geographic information for outdoor activities: an analysis of OpenStreetMap data for names of peaks in Japan	5
Crop classification in Google Earth Engine: leveraging Sentinel-1, Sentinel-2, European CAP data, and object-based machine-learning approaches	5
STCD: efficient Siamese transformers-based change detection method for remote sensing images	5
Mapping and analyzing the local climate zones in China’s 32 major cities using Landsat imagery based on a novel convolutional neural network	5
An intelligent partial charging navigation strategy for electric vehicles	5
An urban building use identification framework based on integrated remote sensing and social sensing data with spatial constraints	5
Curbside management from MLS and HMLS point clouds to CityGML 3.0	5
Innovative remote sensing methodologies and applications in coastal and marine environments	5
Evaluating COVID-19’s impacts on Puerto Rican’s travel behaviors	5
Land transformation across agroecological zones reveals expanding cropland and settlement at the expense of tree-cover and wetland areas in Nigeria	5
Extracting iceberg freeboard using shadow length in high-resolution optical images	5
Forest age estimation using UAV-LiDAR and Sentinel-2 data with machine learning algorithms- a case study of Masson pine ( Pinus massoniana )	5
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet	5
Estimating China’s poverty reduction efficiency by integrating multi-source geospatial data and deep learning techniques	5
Forest terrain and canopy height estimation using stereo images and spaceborne LiDAR data from GF-7 satellite	5
WDCIP: spatio-temporal AI-driven disease control intelligent platform for combating COVID-19 pandemic	5
Multi-sensor InSAR time series fusion for long-term land subsidence monitoring	5
Predicting soil nutrients with PRISMA hyperspectral data at the field scale: the Handan (south of Hebei Province) test cases	5
Visual effects of a forward-curled 3D map of the Forbidden City with eye-tracking	5
Geometric positioning integrating optical satellite stereo imagery and a global database of ICESat-2 laser control points: A framework and key technologies	5
Mapping local-scale working population and daytime population densities using points-of-interest and nighttime light satellite imageries	4
An ontology-based web decision support system to find entertainment points of interest in an urban area	4
Area extraction and growth monitoring of sugarcane from multi-source remote sensing images under a polarimetric SAR data compensation based on buildings	4
An analysis of close approaches and probability of collisions between LEO resident space objects and mega constellations	4
Application of the Point-Descriptor-Precedence representation for micro-scale traffic analysis at a non-signalized T-junction	4
Social inequity of park accessibility in Taiyuan: highlighting the unfair layout of parks in second-tier cities of China and the relative role of contributors	4
Individual mobility prediction by considering current traveling features and historical activity chain	4
In memoriam Prof. Dr.-Ing. Dr. h.C. mult. Friedrich (Fritz) Ackermann 1929 – 2021	4
An MPI-based parallel genetic algorithm for multiple geographical feature label placement based on the hybrid of fixed-sliding models	4
Precise orbit determination for LEO satellites: single-receiver ambiguity resolution using GREAT products	4
Modified aquila optimizer for forecasting oil production	4
Fully automatic DOM generation method based on optical flow field dense image matching	4
Narrow road extraction from high-resolution remote sensing images: SWGE-Net and MSIF-Net	4
Developing a GIS-based rough fuzzy set granulation model to handle spatial uncertainty for hydrocarbon structure classification, case study: Fars domain, Iran	4
Remote marine precise point positioning with baseline length and troposphere-constrained models of the receivers for the oceanographic research vessel	4
Multi-level representation learning via ConvNeXt-based network for unaligned cross-view matching	4

Evaluation and adjustment of the radiometric degradation of HY-1B satellite COCTS via a stable marine site	4
Isolating the direct and indirect impacts of urbanization on vegetation carbon sequestration capacity in a large oasis city: evidence from Urumqi, China	4
Performance investigation of LAMBDA and bootstrapping methods for PPP narrow-lane ambiguity resolution	4
Stronger compact representations of object trajectories	3
Accurate solution of the SAIL model by leaf inclination angle calculation based on laser point clouds	3
Spatial and temporal variabilities in land surface temperatures and near-surface air temperatures in an arid to semiarid urban region: implications for urban heat island research	3
Beaver pond identification from multi-temporal and multi- sourced remote sensing data	3
Internet intelligent remote sensing scientific experimental satellite LuoJia3-01	3
Enhanced sensor web services by incorporating IoT interface protocols and spatio-temporal data streams for edge computing-based sensing	3
Evaluation of Landsat 8 image pansharpening in estimating soil organic matter using multiple linear regression and artificial neural networks	3
Mapping ground deformation in the northern Yangtze River estuary using improved MT-InSAR based on ICA and non-stationary analysis	3
Assessing urban renewal opportunities by combining 3D building information and geographic big data	3
Indoor positioning based on tightly coupling of PDR and one single Wi-Fi FTM AP	3
Analysis of the temporal and spatial characteristics of lunar reconnaissance orbiter’s orbit error based on multi-coverage narrow angle camera images	3
An innovative method for measuring the hysteresis effects of soil moisture on meteorological variables at various time scales and climate conditions	3
Performance evaluation and future prospects of capsule robot localization technology	3
Improving signal strength of tree rings for paleoclimate reconstruction by micro-hyperspectral imaging	3
Unraveling environmental influences on the spatial and temporal dynamics of cyanobacterial blooms in Lake Erhai during its early stage of eutrophication	3
Spatio-temporal data fusion techniques for modeling digital twin City	3
Adaptive weighted multi-view subspace clustering method for recognizing urban functions from multi-source social sensing data	3
RB-TRNet: a regularity-guided and boundary-aware architecture for toponym recognition from Chinese text	3
Correction	3
Pan-tropical daily L-band microwave land surface emissivity retrieval from GNSS-R observations	3
Domain adaptation hyperspectral image fusion based on spatial-spectral domain separation	3
3D reconstruction of spherical images: a review of techniques, applications, and prospects	3
Evaluation of optical and microwave-derived vegetation indices for monitoring aboveground biomass over China	3
Assessing multi-spatial driving factors of urban land use transformation in megacities: a case study of Guangdong–Hong Kong–Macao Greater Bay Area from 2000 to 2018	3
Measuring the gravity potential between two remote sites with CVSTT technique using two hydrogen clocks	3
Ortho-NeRF: generating a true digital orthophoto map using the neural radiance field from unmanned aerial vehicle images	3
Potentiality of Landsat-9 for early-season mapping of winter garlic and winter wheat	3
Understanding the impact of modifiable areal unit problem on urban vitality and its built environment factors	3
Synergizing natural visual features and 3D building models for robust indoor localization in mixed reality environments	3
How coarse analysis can obscure key trends - a multi-scale study using very high-resolution intra-urban land data	3
Quantitatively exploring the influence of geographical conditions on ecological quality using a novel remote sensing model: a comparison between two geographical disparity regions in China	3
Global road extraction using a pseudo-label guided framework: from benchmark dataset to cross-region semi-supervised learning	3
Advanced method for compiling a high-resolution gridded anthropogenic CO 2 emission inventory at a regional scale	2
Investigating the correlation between pesticide bioconcentration and human disease through the integration of remote sensing and physical modeling	2
Classification of urban interchange patterns using a model combining shape context descriptor and graph convolutional neural network	2
The ATL08 as a height reference for the global digital elevation models	2
Integrating multiple environmental variables to identify potential urban heat island risk areas based on the maxent model	2
Resampling in neural networks with application to spatial analysis	2
Radiometric landscape: a new conceptual framework and operational approach for landscape characterisation and mapping	2
Correction	2
Improved estimation of the underestimated GEDI footprint LAI in dense forests	2
Friedrich Ackermann’s scientific research program	2
Revealing multi-scale spatial synergy of mega-city region from a human mobility perspective	2
The impacts of the COVID-19 pandemic on multimodal human mobility in London: A perspective of decarbonizing transport	2
Multi-source remote sensing big data mining reveals cross-regional correlation between aquaculture and Enteromorpha disaster outbreaks	2
Improving atmospheric CO 2 retrieval based on the collaborative use of Greenhouse gases Monitoring Instrument and Directional Polarimetric Camera sensors on Chinese	2
Optimized formulas of the gravitational field of a vertical cylindrical prism	2
Revealing the slip distribution and seismogenic structure of the magnitude 6.2 Jishishan (Gansu) earthquake in 2023 through multi-source InSAR observations	2
NDVI time-series data reconstruction for spatial-temporal dynamic monitoring of Arctic vegetation structure	2
Integrating hydrologic modeling and satellite remote sensing to assess the performance of sprinkler irrigation	2
Monitoring Moso bamboo ( Phyllostachys pubescens ) forests damage caused by Pantana phyllostachysae Chao considering phenological differen	2
Optimal design of the long-term LEO almanac by considering the atmosphere drag effects	2
Integration of maximum crop response with machine learning regression model to timely estimate crop yield	2
PH-shape: an adaptive persistent homology-based approach for building outline extraction from ALS point cloud data	2
Deep learning models for spatial relation extraction in text	2
An open flame and smoke detection dataset for deep learning in remote sensing based fire detection	2
A survey on underwater coral image segmentation based on deep learning	2
Spatio-temporal intention learning for recommendation of next point-of-interest	2
A novel stop-and-go kinematic positioning method for PPP–RTK	2
Evidence of vegetation greening benefitting from the afforestation initiatives in China	2
A situation-aware emergency evacuation (SAEE) model using multi-agent-based simulation for crisis management after earthquake warning	2
Urban tree species classification using multisource satellite remote sensing data and street view imagery	2
Exploring machine learning approaches for precipitation downscaling	2
Land cover classification from remote sensing images based on multi-scale fully convolutional network	2
Modified ionosphere delay fitting model with atmosphere uncertainty grids for wide-area real-time positioning	2
Calibrating an airborne linear-array multi-camera system on the master focal plane with existing bundled images	2
Using machine learning and satellite data from multiple sources to analyze mining, water management, and preservation of cultural heritage	2
Internal response of vegetation growth to degrees of permafrost degradation in Northeast China from 2001 to 2020	2
High-performance solutions of geographically weighted regression in R	2
The convergence mechanism of Low Earth Orbit enhanced GNSS (LeGNSS) Precise Point Positioning (PPP)	2
A comparative analysis of grid-based and object-based modeling approaches for poplar forest growing stock volume estimation in plain regions using airborne LiDAR data	2
Market analysis of the relationship between Brazilian Federal Government and the geospatial industry	2
Extended linear regression model for vessel trajectory prediction with a-priori AIS information	2
New method for landslide susceptibility evaluation in alpine valley regions that considers the suitability of InSAR monitoring and introduces deformation rate grading	2