Geo-Spatial Information Science

Papers
(The H4-Index of Geo-Spatial Information Science is 21. 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 2020-11-01 to 2024-11-01.)
ArticleCitations
Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest87
Deep learning for change detection in remote sensing: a review76
Land cover classification from remote sensing images based on multi-scale fully convolutional network72
China’s high-resolution optical remote sensing satellites and their mapping applications67
Advances in spaceborne hyperspectral remote sensing in China65
LEO Enhanced Global Navigation Satellite System (LeGNSS): progress, opportunities, and challenges54
Feature detection and description for image matching: from hand-crafted design to deep learning54
Spatio-temporal-spectral observation model for urban remote sensing49
Understanding the pattern and mechanism of spatial concentration of urban land use, population and economic activities: a case study in Wuhan, China49
Remote sensing-based estimation of rice yields using various models: A critical review48
A review of multi-class change detection for satellite remote sensing imagery45
Modified aquila optimizer for forecasting oil production43
Collaborative validation of GlobeLand30: Methodology and practices41
Evaluation of wave retrieval for Chinese Gaofen-3 synthetic aperture radar36
Mapping and analyzing the local climate zones in China’s 32 major cities using Landsat imagery based on a novel convolutional neural network31
Estimation of global karst carbon sink from 1950s to 2050s using response surface methodology27
LEO satellite clock analysis and prediction for positioning applications26
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet26
A remote sensing assessment index for urban ecological livability and its application23
Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data22
Deep learning-based local climate zone classification using Sentinel-1 SAR and Sentinel-2 multispectral imagery22
Spatial-temporal modeling of initial COVID-19 diffusion: The cases of the Chinese Mainland and Conterminous United States21
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