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	87
Deep learning for change detection in remote sensing: a review	76
Land cover classification from remote sensing images based on multi-scale fully convolutional network	72
China’s high-resolution optical remote sensing satellites and their mapping applications	67
Advances in spaceborne hyperspectral remote sensing in China	65
Feature detection and description for image matching: from hand-crafted design to deep learning	54
LEO Enhanced Global Navigation Satellite System (LeGNSS): progress, opportunities, and challenges	54
Understanding the pattern and mechanism of spatial concentration of urban land use, population and economic activities: a case study in Wuhan, China	49
Spatio-temporal-spectral observation model for urban remote sensing	49
Remote sensing-based estimation of rice yields using various models: A critical review	48
A review of multi-class change detection for satellite remote sensing imagery	45
Modified aquila optimizer for forecasting oil production	43
Collaborative validation of GlobeLand30: Methodology and practices	41
Evaluation of wave retrieval for Chinese Gaofen-3 synthetic aperture radar	36
Mapping and analyzing the local climate zones in China’s 32 major cities using Landsat imagery based on a novel convolutional neural network	31
Estimation of global karst carbon sink from 1950s to 2050s using response surface methodology	27
LEO satellite clock analysis and prediction for positioning applications	26
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet	26
A remote sensing assessment index for urban ecological livability and its application	23
Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data	22
Deep learning-based local climate zone classification using Sentinel-1 SAR and Sentinel-2 multispectral imagery	22
Spatial-temporal modeling of initial COVID-19 diffusion: The cases of the Chinese Mainland and Conterminous United States	21
Integration of maximum crop response with machine learning regression model to timely estimate crop yield	20
Isolating the direct and indirect impacts of urbanization on vegetation carbon sequestration capacity in a large oasis city: evidence from Urumqi, China	19
Evaluation of Landsat 8 image pansharpening in estimating soil organic matter using multiple linear regression and artificial neural networks	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
Trajectory analysis at intersections for traffic rule identification	17
Wave retrieval from quad-polarized Chinese Gaofen-3 SAR image using an improved tilt modulation transfer function	17
Integration of cadastral survey data into building information models	17
Integrating urban morphology and land surface temperature characteristics for urban functional area classification	17
ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs	17
Progress and perspectives of point cloud intelligence	16
Area, lake-level and volume variations of typical lakes on the Tibetan Plateau and their response to climate change, 1972–2019	16
Volunteered geographic information use in crisis, emergency and disaster management: a scoping review and a web atlas	15
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	15
High-performance solutions of geographically weighted regression in R	15
Layout graph model for semantic façade reconstruction using laser point clouds	14
Geographically varying relationships between population flows from Wuhan and COVID-19 cases in Chinese cities	13
Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling	13
Analysis of the land suitability for paddy fields in Tanzania using a GIS-based analytical hierarchy process	13
Value of incorporating geospatial information into the prediction of on-street parking occupancy – A case study	13
The Evolution of urban agglomerations in China and how it deviates from Zipf’s law	13
Comparison of Layer-stacking and Dempster-Shafer Theory-based Methods Using Sentinel-1 and Sentinel-2 Data Fusion in Urban Land Cover Mapping	13
FCN-Attention: A deep learning UWB NLOS/LOS classification algorithm using fully convolution neural network with self-attention mechanism	12
Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicle for better urban mapping	12
STCD: efficient Siamese transformers-based change detection method for remote sensing images	12
A novel unsupervised deep learning method for the generalization of urban form	12
Technical progress of China’s national remote sensing mapping: from mapping western China to national dynamic mapping	11
Signal acquisition of Luojia-1A low earth orbit navigation augmentation system with software defined receiver	11
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
Phenology-based delineation of irrigated and rain-fed paddy fields with Sentinel-2 imagery in Google Earth Engine	11
Impact of different sampling rates on precise point positioning performance using online processing service	10
Urban Geospatial Information Acquisition Mobile Mapping System based on close-range photogrammetry and IGS site calibration	10
Assessment of groundwater potential using multi-criteria decision analysis and geoelectrical surveying	10
Development of China’s spaceborne SAR satellite, processing strategy, and application: take Gaofen-3 series as an example	10
A novel method for road network mining from floating car data	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
Multipath tracking with LTE signals for accurate TOA estimation in the application of indoor positioning	9
Importance of community containment measures in combating the COVID-19 epidemic: From the perspective of urban planning	9
Modelling impacts of high-speed rail on urban interaction with social media in China’s mainland	9
Artificial intelligence for sustainable development of smart cities and urban land-use management	8
An analysis of close approaches and probability of collisions between LEO resident space objects and mega constellations	8
LuoJiaAI: A cloud-based artificial intelligence platform for remote sensing image interpretation	8
Measuring positive public transit accessibility using big transit data	8
Large-scale urban building function mapping by integrating multi-source web-based geospatial data	8
Multi-sensor InSAR time series fusion for long-term land subsidence monitoring	8
An internal-external optimized convolutional neural network for arbitrary orientated object detection from optical remote sensing images	8
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	8
How do greenspace landscapes affect PM2.5 exposure in Wuhan? Linking spatial-nonstationary, annual varying, and multiscale perspectives	8
A spatial–spectral classification framework for multispectral LiDAR	7
Evidence of vegetation greening benefitting from the afforestation initiatives in China	7
TanDEM-X multiparametric data features in sea ice classification over the Baltic sea	7
Modeling relationships between the network distance and travel time dynamics for assessing equity of accessibility to urban parks	7

Modelling future spatial distribution of peanut crops in Australia under climate change scenarios	7
Evaluation and adjustment of the radiometric degradation of HY-1B satellite COCTS via a stable marine site	7
Quality monitoring of real-time GNSS precise positioning service system	7
Internet intelligent remote sensing scientific experimental satellite LuoJia3-01	7
EFFC-Net: lightweight fully convolutional neural networks in remote sensing disaster images	7
Estimating China’s poverty reduction efficiency by integrating multi-source geospatial data and deep learning techniques	6
Exploiting satellite SAR for archaeological prospection and heritage site protection	6
Correlating fluency theory-based visual aesthetic liking of landscape with landscape types and features	6
The impact of drought time scales and characteristics on gross primary productivity in China from 2001 to 2020	6
TDS-1 GNSS reflectometry wind geophysical model function response to GPS block types	6
China’s larch stock volume estimation using Sentinel-2 and LiDAR data	6
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	6
Landslide inventory validation and susceptibility mapping in the Gerecse Hills, Hungary	6
Measuring the urban sprawl based on economic-dominated perspective: the case of 31 municipalities and provincial capitals	6
The effects of factor generalization scales on the reproduction of dynamic urban growth	6
Mapping impervious surfaces with a hierarchical spectral mixture analysis incorporating endmember spatial distribution	6
Democratizing photogrammetry: an accuracy perspective	6
Analysis of sea ice conditions and navigability in the Arctic Northeast Passage during the summer from 2002-2021	6
Indoor positioning based on tightly coupling of PDR and one single Wi-Fi FTM AP	6
Structure and performance analysis of fusion positioning system with a single 5G station and a single GNSS satellite	6
Low frequency error analysis and calibration for multiple star sensors system of GaoFen7 satellite	6
Forest in situ observations through a fully automated under-canopy unmanned aerial vehicle	6
A large scale training sample database system for intelligent interpretation of remote sensing imagery	6
A curvature-driven cloud removal method for remote sensing images	6
Atmospheric correction for HY-1C CZI images using neural network in western Pacific region	6
Calibration of GRACE on-board accelerometers for thermosphere density derivation	6
Determination of Helmert transformation parameters for continuous GNSS networks: a case study of the Géoazur GNSS network	5
An investigation of the temporality of OpenStreetMap data contribution activities	5
Investigation and validation of two all-weather land surface temperature products with in-situ measurements	5
Everything moves: The rapid changes in photogrammetry and remote sensing	5
The ATL08 as a height reference for the global digital elevation models	5
How to determine city hierarchies and spatial structure of a megaregion?	5
i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity	5
Use of GIS technology and cellular automata for modeling multiple socio-economic scenarios of regional spatial development and inter-regional cooperation	5
Understanding coupled coordination relationships between social and ecological functions of urban green spaces	5
Spatio-temporal intention learning for recommendation of next point-of-interest	5
Forest terrain and canopy height estimation using stereo images and spaceborne LiDAR data from GF-7 satellite	5
Unravel the spatio-temporal patterns and their nonlinear relationship with correlates of dockless shared bikes near metro stations	5
Geometric positioning integrating optical satellite stereo imagery and a global database of ICESat-2 laser control points: A framework and key technologies	5
Enhancing Landsat image based aboveground biomass estimation of black locust with scale bias-corrected LiDAR AGB map and stratified sampling	5
The changing world under the corona virus threat—from human needs to SDGs and what next?	5
Deep learning models for spatial relation extraction in text	5
Improving atmospheric CO 2 retrieval based on the collaborative use of Greenhouse gases Monitoring Instrument and Directional Polarimetric Camera sensors on Chinese	5
China’s poverty assessment and analysis under the framework of the UN SDGs based on multisource remote sensing data	4
A review of the BuFeng-1 GNSS-R mission: calibration and validation results of sea surface and land surface	4
Increasing spatial coverage in rough terrain and vegetated areas using InSAR optimized pixel selection: application to Tohoku, Japan	4
Understanding the impact of modifiable areal unit problem on urban vitality and its built environment factors	4
Performance investigation of LAMBDA and bootstrapping methods for PPP narrow-lane ambiguity resolution	4
Dual-environment feature fusion-based method for estimating building-scale population distributions	4
Estimating pedestrian traffic with Bluetooth sensor technology	4
Mangrove plantation suitability mapping by integrating multi criteria decision making geospatial approach and remote sensing data	4
Artificial intelligence and remote sensing for spatial prediction of daily air temperature: case study of Souss watershed of Morocco	4
Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola	4
Precise orbit determination for LEO satellites: single-receiver ambiguity resolution using GREAT products	4
Quality assessment of volunteered geographic information for outdoor activities: an analysis of OpenStreetMap data for names of peaks in Japan	4
In-flight performance analysis of the navigation augmentation payload on LEO communication satellite: a preliminary study on WT01 mission	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
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
Innovative remote sensing methodologies and applications in coastal and marine environments	4
Assessment of underlying topography and forest height inversion based on TomoSAR methods	4
Shading aware DSM generation from high resolution multi-view satellite images	3
Human mobility and the infectious disease transmission: a systematic review	3
A novel scheme for processing FMCW-ladar data acquired with low sampling rate	3
Synergetic inversion of leaf area index and leaf chlorophyll content using multi-spectral remote sensing data	3
Spatiotemporal variability/stability analysis of NO 2 , CO, and land surface temperature (LST) during COVID-19 lockdown in Amman city, Jordan	3
A situation-aware emergency evacuation (SAEE) model using multi-agent-based simulation for crisis management after earthquake warning	3
3D reconstruction of spherical images: a review of techniques, applications, and prospects	3
Defining and designing spatial queries: the role of spatial relationships	3
Epidemiological-survey-based multidimensional modeling for understanding daily mobility during the COVID-19 pandemic across urban-rural gradient in the Chinese mainland	3
The Austrian node of the natural resources satellite remote sensing cloud service platform: examples of Sino-Austrian cooperation	3
Lockdown lifted: measuring spatial resilience from London’s public transport demand recovery	3
Spatio-temporal patterns and changes in environmental attitudes and place attachment in Gauteng, South Africa	3
Associations of land use around rail transit stations with jobs–housing distribution of rail commuters from smart-card data	3
Local linear scale factors in map projections in the direction of coordinate axes	3
Inter-comparison and evaluation of global satellite XCO 2 products	3
Using machine learning and satellite data from multiple sources to analyze mining, water management, and preservation of cultural heritage	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

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
Evaluating current ethical values of OpenStreetMap using value sensitive design	3
AdaFI-FCN: an adaptive feature integration fully convolutional network for predicting driver’s visual attention	3
“Hot street” of crime detection in London borough and lockdown impacts	3
Sky-GVINS: a sky-segmentation aided GNSS-Visual-Inertial system for robust navigation in urban canyons	3
A spatiotemporal analysis of the impact of lockdown and coronavirus on London’s bicycle hire scheme: from response to recovery to a new normal	3
Land use/land cover (LULC) classification using hyperspectral images: a review	3
Assuring the quality of VGI on land use and land cover: experiences and learnings from the LandSense project	3
T-UNet: triplet UNet for change detection in high-resolution remote sensing images	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
Characterizing the channel dependence of vegetation effects on microwave emissions from soils	3
ForestSemantic: a dataset for semantic learning of forest from close-range sensing	3
Learning the spatial co-occurrence for browsing interests extraction of domain users on public map service platforms	2
Graph neural network-based similarity relationship construction model for geospatial services	2
An innovative method for measuring the hysteresis effects of soil moisture on meteorological variables at various time scales and climate conditions	2
Individual tree detection and counting based on high-resolution imagery and the canopy height model data	2
Displacements of Fushun west opencast coal mine revealed by multi-temporal InSAR technology	2
Estimating optimal substitution scale of urban gasoline taxis by electric taxis in the era of green energy: a case study of Zhengzhou City	2
High-spatial-resolution surface soil moisture retrieval using the Deep Forest model in the cloud environment over the Tibetan Plateau	2
On China’s earth observation system: mission, vision and application	2
Model-based comparisons of near-coincident TerraSAR-X and COSMO-SkyMed VV-polarized SAR measurements over sea surface with and without oil slicks	2
Remote sensing image super-resolution via cross-scale hierarchical transformer	2
Mapping 30-m cotton areas based on an automatic sample selection and machine learning method using Landsat and MODIS images	2
Entity-oriented spatial coding scheme and its application for spatial topology	2
The convergence mechanism of Low Earth Orbit enhanced GNSS (LeGNSS) Precise Point Positioning (PPP)	2
Misleading effect and spatial learning in head-mounted mixed reality-based navigation	2
Spatiotemporal imagery selection for full coverage image generation over a large area with HFA-Net based quality grading	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
An improved non-dominated sorting biogeography-based optimization algorithm for multi-objective land-use allocation: a case study in Kigali-Rwanda	2
Words as tracers in the history of science and technology: the case of photogrammetry and remote sensing	2
Multi-scale cross-city community detection of urban agglomeration using signaling big data	2
Advances on the investigation of landslides by space-borne synthetic aperture radar interferometry	2
Population mobility change for controlling the transmission of COVID-19: mobile phone data analysis in nine cities of China	2
Untangling the association between urban mobility and urban elements	2
Ecological health assessment of Tibetan alpine grasslands in Gannan using remote sensed ecological indicators	2
Satellite mapping of air temperature under polar night conditions	2
Robust capsule-robot positioning with limited magnetic observations: An inertial-enhanced approach	2
The impacts of the COVID-19 pandemic on multimodal human mobility in London: A perspective of decarbonizing transport	2
Tightly coupled multi-frequency PPP-RTK/INS integration model and its application in an urban environment	2
Beaver pond identification from multi-temporal and multi- sourced remote sensing data	2
Crop classification in Google Earth Engine: leveraging Sentinel-1, Sentinel-2, European CAP data, and object-based machine-learning approaches	2
Development of a brownfield inventory for prioritizing funding outreach in Tucson, Arizona	2
A user-based approach for assessing spatial equity of attractiveness and accessibility to alternative urban parks	2
A graph-based representation of knowledge for managing land administration data from distributed agencies – A case study of Colombia	2
Tropospheric polynomial coefficients for real-time regional correction by Kalman filtering from multisource data	2
Integrating vegetation phenological characteristics and polarization features with object-oriented techniques for grassland type identification	2
The need for disciplinarity, interdisciplinarity and scientific societies - the cartographic perspective	2
Integrating street view imagery and taxi trajectory for identifying urban function of street space	2
A cross-stage features fusion network for building extraction from remote sensing images	2
Automated extraction and validation of Stone Pine ( Pinus pinea L.) trees from UAV-based digital surface models	2
Requirement-driven remote sensing metadata planning and online acquisition method for large-scale heterogeneous data	2