Geo-Spatial Information Science

Article	Citations
Urban sprawl and its impact on sustainable urban development: a combination of remote sensing and social media data	129
Advances in spaceborne hyperspectral remote sensing in China	52
China’s high-resolution optical remote sensing satellites and their mapping applications	49
Big spatial data for urban and environmental sustainability	47
Land cover classification from remote sensing images based on multi-scale fully convolutional network	46
Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest	45
Deep learning for change detection in remote sensing: a review	45
Feature detection and description for image matching: from hand-crafted design to deep learning	45
Modified aquila optimizer for forecasting oil production	41
Understanding the pattern and mechanism of spatial concentration of urban land use, population and economic activities: a case study in Wuhan, China	41
LEO Enhanced Global Navigation Satellite System (LeGNSS): progress, opportunities, and challenges	39
Remote sensing-based estimation of rice yields using various models: A critical review	38
Spatio-temporal-spectral observation model for urban remote sensing	37
Crop type mapping using LiDAR, Sentinel-2 and aerial imagery with machine learning algorithms	34
Social media as passive geo-participation in transportation planning – how effective are topic modeling & sentiment analysis in comparison with citizen surveys?	32
Collaborative validation of GlobeLand30: Methodology and practices	32
An investigation of the visual features of urban street vitality using a convolutional neural network	26
A review of multi-class change detection for satellite remote sensing imagery	24
Mapping and analyzing the local climate zones in China’s 32 major cities using Landsat imagery based on a novel convolutional neural network	24
Evaluation of wave retrieval for Chinese Gaofen-3 synthetic aperture radar	22
Spatial-temporal modeling of initial COVID-19 diffusion: The cases of the Chinese Mainland and Conterminous United States	20
Local color and morphological image feature based vegetation identification and its application to human environment street view vegetation mapping, or how green is our county?	18
VNLSTM-PoseNet: A novel deep ConvNet for real-time 6-DOF camera relocalization in urban streets	18
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet	18
Waveform LiDAR concepts and applications for potential vegetation phenology monitoring and modeling: a comprehensive review	18

Geospatial big data for urban planning and urban management	17
LEO satellite clock analysis and prediction for positioning applications	17
Trajectory analysis at intersections for traffic rule identification	16
Integration of maximum crop response with machine learning regression model to timely estimate crop yield	16
Estimation of global karst carbon sink from 1950s to 2050s using response surface methodology	16
Characterizing the spatial and temporal variation of the land surface temperature hotspots in Wuhan from a local scale	16
Deep learning-based local climate zone classification using Sentinel-1 SAR and Sentinel-2 multispectral imagery	15
Integration of cadastral survey data into building information models	15
Support vector machine regression (SVR)-based nonlinear modeling of radiometric transforming relation for the coarse-resolution data-referenced relative radiometric normalization (RRN)	15
A remote sensing assessment index for urban ecological livability and its application	14
Evaluation of Landsat 8 image pansharpening in estimating soil organic matter using multiple linear regression and artificial neural networks	14
Value of incorporating geospatial information into the prediction of on-street parking occupancy – A case study	13
ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs	13
Isolating the direct and indirect impacts of urbanization on vegetation carbon sequestration capacity in a large oasis city: evidence from Urumqi, China	13
Simulating multiple urban land use changes by integrating transportation accessibility and a vector-based cellular automata: a case study on city of Toronto	12
Coarse-to-fine waterlogging probability assessment based on remote sensing image and social media data	12
Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data	12
Homogeneous tree height derivation from tree crown delineation using Seeded Region Growing (SRG) segmentation	12
Cluster and characteristic analysis of Shanghai metro stations based on metro card and land-use data	12
Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicle for better urban mapping	12
Analysis of the land suitability for paddy fields in Tanzania using a GIS-based analytical hierarchy process	12
Area, lake-level and volume variations of typical lakes on the Tibetan Plateau and their response to climate change, 1972–2019	12
Technical progress of China’s national remote sensing mapping: from mapping western China to national dynamic mapping	11
Measuring accessibility of bus system based on multi-source traffic data	11
Integrating urban morphology and land surface temperature characteristics for urban functional area classification	11
Layout graph model for semantic façade reconstruction using laser point clouds	11
Geographically varying relationships between population flows from Wuhan and COVID-19 cases in Chinese cities	11
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	10
A power-law-based approach to mapping COVID-19 cases in the United States	10
Quantification of the openness of urban external space through urban section	10
Comparison of Layer-stacking and Dempster-Shafer Theory-based Methods Using Sentinel-1 and Sentinel-2 Data Fusion in Urban Land Cover Mapping	10
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	9
High-performance solutions of geographically weighted regression in R	9
Signal acquisition of Luojia-1A low earth orbit navigation augmentation system with software defined receiver	9
The Evolution of urban agglomerations in China and how it deviates from Zipf’s law	9
Impact of different sampling rates on precise point positioning performance using online processing service	9
Assessing the visualization of space and traffic volume using GIS-based processing and visibility parameters of space syntax	9
Exploring the applications of 3D proximity analysis in a 3D digital cadastre	9
A novel unsupervised deep learning method for the generalization of urban form	9
Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling	9
Importance of community containment measures in combating the COVID-19 epidemic: From the perspective of urban planning	8
Urban Geospatial Information Acquisition Mobile Mapping System based on close-range photogrammetry and IGS site calibration	8
Wave retrieval from quad-polarized Chinese Gaofen-3 SAR image using an improved tilt modulation transfer function	8
An optimal design of the broadcast ephemeris for LEO navigation augmentation systems	8
Phenology-based delineation of irrigated and rain-fed paddy fields with Sentinel-2 imagery in Google Earth Engine	8
Modelling impacts of high-speed rail on urban interaction with social media in China’s mainland	8
Progress and perspectives of point cloud intelligence	8
Volunteered geographic information use in crisis, emergency and disaster management: a scoping review and a web atlas	7
STCD: efficient Siamese transformers-based change detection method for remote sensing images	7
Measuring positive public transit accessibility using big transit data	7

FCN-Attention: A deep learning UWB NLOS/LOS classification algorithm using fully convolution neural network with self-attention mechanism	7
An internal-external optimized convolutional neural network for arbitrary orientated object detection from optical remote sensing images	6
Analysis of shopping behavior characteristics in the Keihanshin metropolitan area in Japan based on a person trip survey	6
Assessment of groundwater potential using multi-criteria decision analysis and geoelectrical surveying	6
Development of China’s spaceborne SAR satellite, processing strategy, and application: take Gaofen-3 series as an example	6
A novel method for road network mining from floating car data	6
Evaluation and adjustment of the radiometric degradation of HY-1B satellite COCTS via a stable marine site	6
Equity issues and the PeCUS index: an indirect analysis of community severance	6
Modeling relationships between the network distance and travel time dynamics for assessing equity of accessibility to urban parks	6
Mapping impervious surfaces with a hierarchical spectral mixture analysis incorporating endmember spatial distribution	6
An analysis of close approaches and probability of collisions between LEO resident space objects and mega constellations	6
Landslide inventory validation and susceptibility mapping in the Gerecse Hills, Hungary	5
The changing world under the corona virus threat—from human needs to SDGs and what next?	5
Low frequency error analysis and calibration for multiple star sensors system of GaoFen7 satellite	5
A spatial–spectral classification framework for multispectral LiDAR	5
Multi-sensor InSAR time series fusion for long-term land subsidence monitoring	5
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	5
Artificial intelligence and remote sensing for spatial prediction of daily air temperature: case study of Souss watershed of Morocco	4
Everything moves: The rapid changes in photogrammetry and remote sensing	4
Atmospheric correction for HY-1C CZI images using neural network in western Pacific region	4
Calibration of GRACE on-board accelerometers for thermosphere density derivation	4
TanDEM-X multiparametric data features in sea ice classification over the Baltic sea	4
Use of GIS technology and cellular automata for modeling multiple socio-economic scenarios of regional spatial development and inter-regional cooperation	4
Local linear scale factors in map projections in the direction of coordinate axes	4
China’s larch stock volume estimation using Sentinel-2 and LiDAR data	4
Evidence of vegetation greening benefitting from the afforestation initiatives in China	4
i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity	4
Quality monitoring of real-time GNSS precise positioning service system	4
Increasing spatial coverage in rough terrain and vegetated areas using InSAR optimized pixel selection: application to Tohoku, Japan	4
Multipath tracking with LTE signals for accurate TOA estimation in the application of indoor positioning	4
Detection of geothermal potential based on land surface temperature derived from remotely sensed and in-situ data	4
Performance investigation of LAMBDA and bootstrapping methods for PPP narrow-lane ambiguity resolution	4
The effects of factor generalization scales on the reproduction of dynamic urban growth	4
A novel scheme for processing FMCW-ladar data acquired with low sampling rate	3
A curvature-driven cloud removal method for remote sensing images	3
Analysis of sea ice conditions and navigability in the Arctic Northeast Passage during the summer from 2002-2021	3
An adaptive Markov chain algorithm applied over map-matching of vehicle trip GPS data	3
Precise orbit determination for LEO satellites: single-receiver ambiguity resolution using GREAT products	3
Improving atmospheric CO2 retrieval based on the collaborative use of Greenhouse gases Monitoring Instrument and Directional Polarimetric Camera sensors on Chinese hyperspectral satellite G	3
Geometric positioning integrating optical satellite stereo imagery and a global database of ICESat-2 laser control points: A framework and key technologies	3
Unravel the spatio-temporal patterns and their nonlinear relationship with correlates of dockless shared bikes near metro stations	3
Determination of Helmert transformation parameters for continuous GNSS networks: a case study of the Géoazur GNSS network	3
How do greenspace landscapes affect PM2.5 exposure in Wuhan? Linking spatial-nonstationary, annual varying, and multiscale perspectives	3
Correlating fluency theory-based visual aesthetic liking of landscape with landscape types and features	3
A large scale training sample database system for intelligent interpretation of remote sensing imagery	3
Dual context prior and refined prediction for semantic segmentation	3
TDS-1 GNSS reflectometry wind geophysical model function response to GPS block types	3
Spatio-temporal intention learning for recommendation of next point-of-interest	3
The ATL08 as a height reference for the global digital elevation models	3
Indoor positioning based on tightly coupling of PDR and one single Wi-Fi FTM AP	3
Evaluating COVID-19’s impacts on Puerto Rican’s travel behaviors	3
Quantitative spatiotemporal impact of dynamic population density changes on the COVID-19 pandemic in China’s mainland	3
Structure and performance analysis of fusion positioning system with a single 5G station and a single GNSS satellite	3
How to determine city hierarchies and spatial structure of a megaregion?	3
A combined contour lines iteration algorithm and Delaunay triangulation for terrain modeling enhancement	3
Lockdown lifted: measuring spatial resilience from London’s public transport demand recovery	3
Understanding coupled coordination relationships between social and ecological functions of urban green spaces	3
Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola	3
Deep learning models for spatial relation extraction in text	3
Modelling future spatial distribution of peanut crops in Australia under climate change scenarios	3
Fully automatic DOM generation method based on optical flow field dense image matching	3
Forest terrain and canopy height estimation using stereo images and spaceborne LiDAR data from GF-7 satellite	3
Preliminary identification of earthquake triggered multi-hazard and risk in Pleret Sub-District (Yogyakarta, Indonesia)	3
Epidemiological-survey-based multidimensional modeling for understanding daily mobility during the COVID-19 pandemic across urban-rural gradient in the Chinese mainland	3
Using multi-agent simulation to predict natural crossing points for pedestrians and choose locations for mid-block crosswalks	3
Assessment of underlying topography and forest height inversion based on TomoSAR methods	3
Enhancing Landsat image based aboveground biomass estimation of black locust with scale bias-corrected LiDAR AGB map and stratified sampling	3
The Austrian node of the natural resources satellite remote sensing cloud service platform: examples of Sino-Austrian cooperation	3
Spatio-temporal patterns and changes in environmental attitudes and place attachment in Gauteng, South Africa	2
Assuring the quality of VGI on land use and land cover: experiences and learnings from the LandSense project	2
Artificial intelligence for sustainable development of smart cities and urban land-use management	2
Learning the spatial co-occurrence for browsing interests extraction of domain users on public map service platforms	2
An innovative method for measuring the hysteresis effects of soil moisture on meteorological variables at various time scales and climate conditions	2
Quality assessment of volunteered geographic information for outdoor activities: an analysis of OpenStreetMap data for names of peaks in Japan	2
Exploiting satellite SAR for archaeological prospection and heritage site protection	2
A user-based approach for assessing spatial equity of attractiveness and accessibility to alternative urban parks	2
Evaluating current ethical values of OpenStreetMap using value sensitive design	2
Exploring point zero: a study of 20 Chinese cities	2
Mangrove plantation suitability mapping by integrating multi criteria decision making geospatial approach and remote sensing data	2
China’s poverty assessment and analysis under the framework of the UN SDGs based on multisource remote sensing data	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
Democratizing photogrammetry: an accuracy perspective	2
Misleading effect and spatial learning in head-mounted mixed reality-based navigation	2
Unraveling environmental influences on the spatial and temporal dynamics of cyanobacterial blooms in Lake Erhai during its early stage of eutrophication	2
Innovative remote sensing methodologies and applications in coastal and marine environments	2
Development of a brownfield inventory for prioritizing funding outreach in Tucson, Arizona	2
Entity-oriented spatial coding scheme and its application for spatial topology	2
LuoJiaAI: A cloud-based artificial intelligence platform for remote sensing image interpretation	2
Population mobility change for controlling the transmission of COVID-19: mobile phone data analysis in nine cities of China	2
A graph-based representation of knowledge for managing land administration data from distributed agencies – A case study of Colombia	2
The need for disciplinarity, interdisciplinarity and scientific societies - the cartographic perspective	2
Spatiotemporal variability/stability analysis of NO 2 , CO, and land surface temperature (LST) during COVID-19 lockdown in Amman city, Jordan	2
Extended linear regression model for vessel trajectory prediction with a-priori AIS information	2
The impacts of the COVID-19 pandemic on multimodal human mobility in London: A perspective of decarbonizing transport	2
Internet intelligent remote sensing scientific experimental satellite LuoJia3-01	2
In-flight performance analysis of the navigation augmentation payload on LEO communication satellite: a preliminary study on WT01 mission	2
Words as tracers in the history of science and technology: the case of photogrammetry and remote sensing	2
“Hot street” of crime detection in London borough and lockdown impacts	2
Estimating pedestrian traffic with Bluetooth sensor technology	2
Measuring the urban sprawl based on economic-dominated perspective: the case of 31 municipalities and provincial capitals	2