Geo-Spatial Information Science

(The TQCC of Geo-Spatial Information Science is 8. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 500 papers]. The publications cover those that have been published in the past four years, i.e., from 2019-12-01 to 2023-12-01.)
Urban sprawl and its impact on sustainable urban development: a combination of remote sensing and social media data111
Determining the road traffic accident hotspots using GIS-based temporal-spatial statistical analytic techniques in Hanoi, Vietnam46
Advances in spaceborne hyperspectral remote sensing in China44
Accuracy assessment of real-time kinematics (RTK) measurements on unmanned aerial vehicles (UAV) for direct geo-referencing43
China’s high-resolution optical remote sensing satellites and their mapping applications43
Big spatial data for urban and environmental sustainability43
Land cover classification from remote sensing images based on multi-scale fully convolutional network38
Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest38
Building geospatial infrastructure37
Modified aquila optimizer for forecasting oil production36
Spatio-temporal-spectral observation model for urban remote sensing34
Assessing environmental impacts of urban growth using remote sensing34
Remote sensing-based estimation of rice yields using various models: A critical review32
Feature detection and description for image matching: from hand-crafted design to deep learning32
Understanding the pattern and mechanism of spatial concentration of urban land use, population and economic activities: a case study in Wuhan, China31
Crop type mapping using LiDAR, Sentinel-2 and aerial imagery with machine learning algorithms30
Deep learning for geometric and semantic tasks in photogrammetry and remote sensing28
Deep learning for change detection in remote sensing: a review27
LEO Enhanced Global Navigation Satellite System (LeGNSS): progress, opportunities, and challenges27
Social media as passive geo-participation in transportation planning – how effective are topic modeling & sentiment analysis in comparison with citizen surveys?27
The status of Earth Observation (EO) & Geo-Information Sciences in Africa – trends and challenges23
Collaborative validation of GlobeLand30: Methodology and practices23
An investigation of the visual features of urban street vitality using a convolutional neural network21
Mapping and analyzing the local climate zones in China’s 32 major cities using Landsat imagery based on a novel convolutional neural network21
Review on graph learning for dimensionality reduction of hyperspectral image20
VNLSTM-PoseNet: A novel deep ConvNet for real-time 6-DOF camera relocalization in urban streets18
Spatial-temporal modeling of initial COVID-19 diffusion: The cases of the Chinese Mainland and Conterminous United States17
Evaluation of wave retrieval for Chinese Gaofen-3 synthetic aperture radar17
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?16
Waveform LiDAR concepts and applications for potential vegetation phenology monitoring and modeling: a comprehensive review16
Characterizing the spatial and temporal variation of the land surface temperature hotspots in Wuhan from a local scale16
Trajectory analysis at intersections for traffic rule identification15
Integration of maximum crop response with machine learning regression model to timely estimate crop yield15
A review of multi-class change detection for satellite remote sensing imagery15
LEO satellite clock analysis and prediction for positioning applications15
Geospatial big data for urban planning and urban management15
Advances of geo-spatial intelligence at LIESMARS15
Integration of cadastral survey data into building information models13
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet13
Coarse-to-fine waterlogging probability assessment based on remote sensing image and social media data12
Cartography and the others – aspects of a complicated relationship12
Evaluation of Landsat 8 image pansharpening in estimating soil organic matter using multiple linear regression and artificial neural networks12
Support vector machine regression (SVR)-based nonlinear modeling of radiometric transforming relation for the coarse-resolution data-referenced relative radiometric normalization (RRN)12
A remote sensing assessment index for urban ecological livability and its application11
Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data11
Deep learning-based local climate zone classification using Sentinel-1 SAR and Sentinel-2 multispectral imagery11
Cluster and characteristic analysis of Shanghai metro stations based on metro card and land-use data11
Layout graph model for semantic façade reconstruction using laser point clouds11
Analysis of the land suitability for paddy fields in Tanzania using a GIS-based analytical hierarchy process11
Area, lake-level and volume variations of typical lakes on the Tibetan Plateau and their response to climate change, 1972–201911
Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicle for better urban mapping10
A power-law-based approach to mapping COVID-19 cases in the United States10
Homogeneous tree height derivation from tree crown delineation using Seeded Region Growing (SRG) segmentation10
ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs10
Integrating urban morphology and land surface temperature characteristics for urban functional area classification9
Spatiotemporal characteristics of white mold and impacts on yield in soybean fields in South Dakota9
Toward a unified theoretical framework for photogrammetry9
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 case9
Quantification of the openness of urban external space through urban section9
Impact of different sampling rates on precise point positioning performance using online processing service9
Measuring accessibility of bus system based on multi-source traffic data9
Geospatial technologies for Chang’e-3 and Chang’e-4 lunar rover missions8
Phenology-based delineation of irrigated and rain-fed paddy fields with Sentinel-2 imagery in Google Earth Engine8
Value of incorporating geospatial information into the prediction of on-street parking occupancy – A case study8
Simulating multiple urban land use changes by integrating transportation accessibility and a vector-based cellular automata: a case study on city of Toronto8
Evaluation and adjustment of the radiometric degradation of HY-1B satellite COCTS via a stable marine site8
Signal acquisition of Luojia-1A low earth orbit navigation augmentation system with software defined receiver8
Evaluating the accuracy of two satellite-based Quantitative Precipitation Estimation products and their application for meteorological drought monitoring over the Lake Victoria Basin, East Africa8
Geographically varying relationships between population flows from Wuhan and COVID-19 cases in Chinese cities8
Assessing the visualization of space and traffic volume using GIS-based processing and visibility parameters of space syntax8