Geo-Spatial Information Science

Papers
(The H4-Index of Geo-Spatial Information Science is 20. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
Urban sprawl and its impact on sustainable urban development: a combination of remote sensing and social media data122
Advances in spaceborne hyperspectral remote sensing in China49
China’s high-resolution optical remote sensing satellites and their mapping applications48
Big spatial data for urban and environmental sustainability46
Land cover classification from remote sensing images based on multi-scale fully convolutional network45
Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest44
Feature detection and description for image matching: from hand-crafted design to deep learning44
Deep learning for change detection in remote sensing: a review41
Modified aquila optimizer for forecasting oil production39
Spatio-temporal-spectral observation model for urban remote sensing37
Understanding the pattern and mechanism of spatial concentration of urban land use, population and economic activities: a case study in Wuhan, China37
Remote sensing-based estimation of rice yields using various models: A critical review37
LEO Enhanced Global Navigation Satellite System (LeGNSS): progress, opportunities, and challenges34
Crop type mapping using LiDAR, Sentinel-2 and aerial imagery with machine learning algorithms33
Collaborative validation of GlobeLand30: Methodology and practices31
Social media as passive geo-participation in transportation planning – how effective are topic modeling & sentiment analysis in comparison with citizen surveys?30
An investigation of the visual features of urban street vitality using a convolutional neural network25
A review of multi-class change detection for satellite remote sensing imagery22
Mapping and analyzing the local climate zones in China’s 32 major cities using Landsat imagery based on a novel convolutional neural network22
Evaluation of wave retrieval for Chinese Gaofen-3 synthetic aperture radar22
Spatial-temporal modeling of initial COVID-19 diffusion: The cases of the Chinese Mainland and Conterminous United States20
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