Geo-Spatial Information Science

Article	Citations
Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest	71
Deep learning for change detection in remote sensing: a review	65
Land cover classification from remote sensing images based on multi-scale fully convolutional network	63
China’s high-resolution optical remote sensing satellites and their mapping applications	62
Advances in spaceborne hyperspectral remote sensing in China	62
Feature detection and description for image matching: from hand-crafted design to deep learning	53
LEO Enhanced Global Navigation Satellite System (LeGNSS): progress, opportunities, and challenges	52
Understanding the pattern and mechanism of spatial concentration of urban land use, population and economic activities: a case study in Wuhan, China	47
Remote sensing-based estimation of rice yields using various models: A critical review	47
Spatio-temporal-spectral observation model for urban remote sensing	45
Modified aquila optimizer for forecasting oil production	43
Collaborative validation of GlobeLand30: Methodology and practices	40
Social media as passive geo-participation in transportation planning – how effective are topic modeling & sentiment analysis in comparison with citizen surveys?	38
A review of multi-class change detection for satellite remote sensing imagery	37
Evaluation of wave retrieval for Chinese Gaofen-3 synthetic aperture radar	32
Mapping and analyzing the local climate zones in China’s 32 major cities using Landsat imagery based on a novel convolutional neural network	30
An investigation of the visual features of urban street vitality using a convolutional neural network	28
Estimation of global karst carbon sink from 1950s to 2050s using response surface methodology	28
LEO satellite clock analysis and prediction for positioning applications	24
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet	22
Deep learning-based local climate zone classification using Sentinel-1 SAR and Sentinel-2 multispectral imagery	22
A remote sensing assessment index for urban ecological livability and its application	21
Spatial-temporal modeling of initial COVID-19 diffusion: The cases of the Chinese Mainland and Conterminous United States	21
Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data	21
Geospatial big data for urban planning and urban management	21

Integration of maximum crop response with machine learning regression model to timely estimate crop yield	19
VNLSTM-PoseNet: A novel deep ConvNet for real-time 6-DOF camera relocalization in urban streets	18
Simulating multiple urban land use changes by integrating transportation accessibility and a vector-based cellular automata: a case study on city of Toronto	18
Evaluation of Landsat 8 image pansharpening in estimating soil organic matter using multiple linear regression and artificial neural networks	18
Integration of cadastral survey data into building information models	17
Characterizing the spatial and temporal variation of the land surface temperature hotspots in Wuhan from a local scale	17
Trajectory analysis at intersections for traffic rule identification	17
Isolating the direct and indirect impacts of urbanization on vegetation carbon sequestration capacity in a large oasis city: evidence from Urumqi, China	17
Area, lake-level and volume variations of typical lakes on the Tibetan Plateau and their response to climate change, 1972–2019	16
Cluster and characteristic analysis of Shanghai metro stations based on metro card and land-use data	15
Integrating urban morphology and land surface temperature characteristics for urban functional area classification	15
Coarse-to-fine waterlogging probability assessment based on remote sensing image and social media data	14
SAR image water extraction using the attention U-net and multi-scale level set method: flood monitoring in South China in 2020 as a test case	14
ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs	14
Geographically varying relationships between population flows from Wuhan and COVID-19 cases in Chinese cities	13
High-performance solutions of geographically weighted regression in R	13
Value of incorporating geospatial information into the prediction of on-street parking occupancy – A case study	13
Volunteered geographic information use in crisis, emergency and disaster management: a scoping review and a web atlas	13
Progress and perspectives of point cloud intelligence	13
The Evolution of urban agglomerations in China and how it deviates from Zipf’s law	13
Analysis of the land suitability for paddy fields in Tanzania using a GIS-based analytical hierarchy process	13
Layout graph model for semantic façade reconstruction using laser point clouds	13
Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicle for better urban mapping	12
Wave retrieval from quad-polarized Chinese Gaofen-3 SAR image using an improved tilt modulation transfer function	12
A novel unsupervised deep learning method for the generalization of urban form	12
Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling	12
FCN-Attention: A deep learning UWB NLOS/LOS classification algorithm using fully convolution neural network with self-attention mechanism	12
Evaluating the accuracy of two satellite-based Quantitative Precipitation Estimation products and their application for meteorological drought monitoring over the Lake Victoria Basin, East Africa	11
STCD: efficient Siamese transformers-based change detection method for remote sensing images	11
Technical progress of China’s national remote sensing mapping: from mapping western China to national dynamic mapping	11
Comparison of Layer-stacking and Dempster-Shafer Theory-based Methods Using Sentinel-1 and Sentinel-2 Data Fusion in Urban Land Cover Mapping	11
Impact of different sampling rates on precise point positioning performance using online processing service	10
A power-law-based approach to mapping COVID-19 cases in the United States	10
An optimal design of the broadcast ephemeris for LEO navigation augmentation systems	10
Urban Geospatial Information Acquisition Mobile Mapping System based on close-range photogrammetry and IGS site calibration	10
Signal acquisition of Luojia-1A low earth orbit navigation augmentation system with software defined receiver	10
Quantification of the openness of urban external space through urban section	10
Phenology-based delineation of irrigated and rain-fed paddy fields with Sentinel-2 imagery in Google Earth Engine	10
Importance of community containment measures in combating the COVID-19 epidemic: From the perspective of urban planning	9
Assessment of groundwater potential using multi-criteria decision analysis and geoelectrical surveying	9
Development of China’s spaceborne SAR satellite, processing strategy, and application: take Gaofen-3 series as an example	9
Modelling impacts of high-speed rail on urban interaction with social media in China’s mainland	9
An internal-external optimized convolutional neural network for arbitrary orientated object detection from optical remote sensing images	8
A novel method for road network mining from floating car data	8
Quality monitoring of real-time GNSS precise positioning service system	7
Multipath tracking with LTE signals for accurate TOA estimation in the application of indoor positioning	7
An analysis of close approaches and probability of collisions between LEO resident space objects and mega constellations	7
Measuring positive public transit accessibility using big transit data	7
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	7
Evaluation and adjustment of the radiometric degradation of HY-1B satellite COCTS via a stable marine site	7

Modeling relationships between the network distance and travel time dynamics for assessing equity of accessibility to urban parks	7
Artificial intelligence for sustainable development of smart cities and urban land-use management	7
Analysis of shopping behavior characteristics in the Keihanshin metropolitan area in Japan based on a person trip survey	7
LuoJiaAI: A cloud-based artificial intelligence platform for remote sensing image interpretation	7
TanDEM-X multiparametric data features in sea ice classification over the Baltic sea	6
Multi-sensor InSAR time series fusion for long-term land subsidence monitoring	6
A large scale training sample database system for intelligent interpretation of remote sensing imagery	6
Mapping impervious surfaces with a hierarchical spectral mixture analysis incorporating endmember spatial distribution	6
Democratizing photogrammetry: an accuracy perspective	6
Landslide inventory validation and susceptibility mapping in the Gerecse Hills, Hungary	6
Estimating China’s poverty reduction efficiency by integrating multi-source geospatial data and deep learning techniques	6
Equity issues and the PeCUS index: an indirect analysis of community severance	6
A spatial–spectral classification framework for multispectral LiDAR	6
Atmospheric correction for HY-1C CZI images using neural network in western Pacific region	6
China’s larch stock volume estimation using Sentinel-2 and LiDAR data	6
Low frequency error analysis and calibration for multiple star sensors system of GaoFen7 satellite	6
How do greenspace landscapes affect PM2.5 exposure in Wuhan? Linking spatial-nonstationary, annual varying, and multiscale perspectives	6
Measuring the urban sprawl based on economic-dominated perspective: the case of 31 municipalities and provincial capitals	6
A curvature-driven cloud removal method for remote sensing images	6
Modelling future spatial distribution of peanut crops in Australia under climate change scenarios	6
Enhancing Landsat image based aboveground biomass estimation of black locust with scale bias-corrected LiDAR AGB map and stratified sampling	5
Calibration of GRACE on-board accelerometers for thermosphere density derivation	5
Improving atmospheric CO 2 retrieval based on the collaborative use of Greenhouse gases Monitoring Instrument and Directional Polarimetric Camera sensors on Chinese	5
Forest terrain and canopy height estimation using stereo images and spaceborne LiDAR data from GF-7 satellite	5
i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity	5
Exploiting satellite SAR for archaeological prospection and heritage site protection	5
An investigation of the temporality of OpenStreetMap data contribution activities	5
Use of GIS technology and cellular automata for modeling multiple socio-economic scenarios of regional spatial development and inter-regional cooperation	5
TDS-1 GNSS reflectometry wind geophysical model function response to GPS block types	5
Large-scale urban building function mapping by integrating multi-source web-based geospatial data	5
Indoor positioning based on tightly coupling of PDR and one single Wi-Fi FTM AP	5
Internet intelligent remote sensing scientific experimental satellite LuoJia3-01	5
EFFC-Net: lightweight fully convolutional neural networks in remote sensing disaster images	5
Determination of Helmert transformation parameters for continuous GNSS networks: a case study of the Géoazur GNSS network	5
The effects of factor generalization scales on the reproduction of dynamic urban growth	5
The changing world under the corona virus threat—from human needs to SDGs and what next?	5
Everything moves: The rapid changes in photogrammetry and remote sensing	5
Deep learning models for spatial relation extraction in text	5
Evidence of vegetation greening benefitting from the afforestation initiatives in China	5
How to determine city hierarchies and spatial structure of a megaregion?	5
Structure and performance analysis of fusion positioning system with a single 5G station and a single GNSS satellite	5
Geometric positioning integrating optical satellite stereo imagery and a global database of ICESat-2 laser control points: A framework and key technologies	5
A review of the BuFeng-1 GNSS-R mission: calibration and validation results of sea surface and land surface	4
Correlating fluency theory-based visual aesthetic liking of landscape with landscape types and features	4
Spatio-temporal intention learning for recommendation of next point-of-interest	4
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	4
Performance investigation of LAMBDA and bootstrapping methods for PPP narrow-lane ambiguity resolution	4
Using multi-agent simulation to predict natural crossing points for pedestrians and choose locations for mid-block crosswalks	4
The impact of drought time scales and characteristics on gross primary productivity in China from 2001 to 2020	4
China’s poverty assessment and analysis under the framework of the UN SDGs based on multisource remote sensing data	4
Artificial intelligence and remote sensing for spatial prediction of daily air temperature: case study of Souss watershed of Morocco	4
Increasing spatial coverage in rough terrain and vegetated areas using InSAR optimized pixel selection: application to Tohoku, Japan	4
Analysis of sea ice conditions and navigability in the Arctic Northeast Passage during the summer from 2002-2021	4
Innovative remote sensing methodologies and applications in coastal and marine environments	4
The ATL08 as a height reference for the global digital elevation models	4
Preliminary identification of earthquake triggered multi-hazard and risk in Pleret Sub-District (Yogyakarta, Indonesia)	4
Assessment of underlying topography and forest height inversion based on TomoSAR methods	4
Identification of international trade patterns of agricultural products: the evolution of communities and their core countries	4
A combined contour lines iteration algorithm and Delaunay triangulation for terrain modeling enhancement	4
Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola	4
Detection of geothermal potential based on land surface temperature derived from remotely sensed and in-situ data	4
Fully automatic DOM generation method based on optical flow field dense image matching	4
Quality assessment of volunteered geographic information for outdoor activities: an analysis of OpenStreetMap data for names of peaks in Japan	4
Unravel the spatio-temporal patterns and their nonlinear relationship with correlates of dockless shared bikes near metro stations	4
Estimating pedestrian traffic with Bluetooth sensor technology	4
Dual-environment feature fusion-based method for estimating building-scale population distributions	3
Evaluating current ethical values of OpenStreetMap using value sensitive design	3
The Austrian node of the natural resources satellite remote sensing cloud service platform: examples of Sino-Austrian cooperation	3
Mangrove plantation suitability mapping by integrating multi criteria decision making geospatial approach and remote sensing data	3
Local linear scale factors in map projections in the direction of coordinate axes	3
Inter-comparison and evaluation of global satellite XCO2 products	3
An adaptive Markov chain algorithm applied over map-matching of vehicle trip GPS data	3
Unraveling environmental influences on the spatial and temporal dynamics of cyanobacterial blooms in Lake Erhai during its early stage of eutrophication	3
Precise orbit determination for LEO satellites: single-receiver ambiguity resolution using GREAT products	3
Epidemiological-survey-based multidimensional modeling for understanding daily mobility during the COVID-19 pandemic across urban-rural gradient in the Chinese mainland	3
Defining and designing spatial queries: the role of spatial relationships	3
Lockdown lifted: measuring spatial resilience from London’s public transport demand recovery	3
Forest in situ observations through a fully automated under-canopy unmanned aerial vehicle	3
Spatio-temporal patterns and changes in environmental attitudes and place attachment in Gauteng, South Africa	3
A novel scheme for processing FMCW-ladar data acquired with low sampling rate	3

Assuring the quality of VGI on land use and land cover: experiences and learnings from the LandSense project	3
Using machine learning and satellite data from multiple sources to analyze mining, water management, and preservation of cultural heritage	3
3D reconstruction of spherical images: a review of techniques, applications, and prospects	3
In-flight performance analysis of the navigation augmentation payload on LEO communication satellite: a preliminary study on WT01 mission	3
Quantitative spatiotemporal impact of dynamic population density changes on the COVID-19 pandemic in China’s mainland	3
Land surface modeling informed by earth observation data: toward understanding blue–green–white water fluxes in High Mountain Asia	3
Characterizing the channel dependence of vegetation effects on microwave emissions from soils	3
Associations of land use around rail transit stations with jobs–housing distribution of rail commuters from smart-card data	3
Spatiotemporal variability/stability analysis of NO 2 , CO, and land surface temperature (LST) during COVID-19 lockdown in Amman city, Jordan	3
Investigation and validation of two all-weather land surface temperature products with in-situ measurements	3
Understanding coupled coordination relationships between social and ecological functions of urban green spaces	3
Extended linear regression model for vessel trajectory prediction with a-priori AIS information	3
Evaluating COVID-19’s impacts on Puerto Rican’s travel behaviors	3
Glacier melt detection at different sites of Greenland ice sheet using dual-polarized Sentinel-1 images	3
An innovative method for measuring the hysteresis effects of soil moisture on meteorological variables at various time scales and climate conditions	2
Development of a brownfield inventory for prioritizing funding outreach in Tucson, Arizona	2
Untangling the association between urban mobility and urban elements	2
“Hot street” of crime detection in London borough and lockdown impacts	2
Sky-GVINS: a sky-segmentation aided GNSS-Visual-Inertial system for robust navigation in urban canyons	2
AdaFI-FCN: an adaptive feature integration fully convolutional network for predicting driver’s visual attention	2
Population mobility change for controlling the transmission of COVID-19: mobile phone data analysis in nine cities of China	2
Robust capsule-robot positioning with limited magnetic observations: An inertial-enhanced approach	2
A spatiotemporal analysis of the impact of lockdown and coronavirus on London’s bicycle hire scheme: from response to recovery to a new normal	2
Spatiotemporal imagery selection for full coverage image generation over a large area with HFA-Net based quality grading	2
Misleading effect and spatial learning in head-mounted mixed reality-based navigation	2
Displacements of Fushun west opencast coal mine revealed by multi-temporal InSAR technology	2
Words as tracers in the history of science and technology: the case of photogrammetry and remote sensing	2
Automated extraction and validation of Stone Pine ( Pinus pinea L.) trees from UAV-based digital surface models	2
Multi-scale cross-city community detection of urban agglomeration using signaling big data	2
On China’s earth observation system: mission, vision and application	2
Human mobility and the infectious disease transmission: a systematic review	2
The need for disciplinarity, interdisciplinarity and scientific societies - the cartographic perspective	2
Requirement-driven remote sensing metadata planning and online acquisition method for large-scale heterogeneous data	2
T-UNet: triplet UNet for change detection in high-resolution remote sensing images	2
The impacts of the COVID-19 pandemic on multimodal human mobility in London: A perspective of decarbonizing transport	2
Developing a GIS-based rough fuzzy set granulation model to handle spatial uncertainty for hydrocarbon structure classification, case study: Fars domain, Iran	2
Urban comprehensive carrying capacity analysis in Zhejiang Province of China from the perspective of production, living, and ecological spaces	2
A user-based approach for assessing spatial equity of attractiveness and accessibility to alternative urban parks	2
Entity-oriented spatial coding scheme and its application for spatial topology	2
Integrating vegetation phenological characteristics and polarization features with object-oriented techniques for grassland type identification	2
A graph-based representation of knowledge for managing land administration data from distributed agencies – A case study of Colombia	2
An improved non-dominated sorting biogeography-based optimization algorithm for multi-objective land-use allocation: a case study in Kigali-Rwanda	2
Advances on the investigation of landslides by space-borne synthetic aperture radar interferometry	2
Synergetic inversion of leaf area index and leaf chlorophyll content using multi-spectral remote sensing data	2
Tightly coupled multi-frequency PPP-RTK/INS integration model and its application in an urban environment	2
Learning the spatial co-occurrence for browsing interests extraction of domain users on public map service platforms	2