GIScience & Remote Sensing

(The H4-Index of GIScience & Remote Sensing is 25. 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 2020-01-01 to 2024-01-01.)
An optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis: cases with different types of spatial data278
Deep learning-based water quality estimation and anomaly detection using Landsat-8/Sentinel-2 virtual constellation and cloud computing95
Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data78
A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland77
Application of machine learning techniques in groundwater potential mapping along the west coast of India55
Google Earth Engine for large-scale land use and land cover mapping: an object-based classification approach using spectral, textural and topographical factors47
Large-scale urban functional zone mapping by integrating remote sensing images and open social data45
Use of Local Climate Zones to investigate surface urban heat islands in Texas43
A comparative analysis of trajectory similarity measures41
Improvement of Mangrove Soil Carbon Stocks Estimation in North Vietnam Using Sentinel-2 Data and Machine Learning Approach40
Modeling the spatial variation of urban land surface temperature in relation to environmental and anthropogenic factors: a case study of Tehran, Iran38
Improvement of spatial interpolation accuracy of daily maximum air temperature in urban areas using a stacking ensemble technique37
Generating annual high resolution land cover products for 28 metropolises in China based on a deep super-resolution mapping network using Landsat imagery33
Interpretation and sensitivity analysis of the InSAR line of sight displacements in landslide measurements33
Quantifying diurnal and seasonal variation of surface urban heat island intensity and its associated determinants across different climatic zones over Indian cities32
Air pollution hazard assessment using decision tree algorithms and bivariate probability cluster polar function: evaluating inter-correlation clusters of PM10 and other air pollutants32
Quantitatively distinguishing the impact of climate change and human activities on vegetation in mainland China with the improved residual method31
Multi-source spatial data-based invasion risk modeling of Striga (Striga asiatica) in Zimbabwe30
Recent land deformation detected by Sentinel-1A InSAR data (2016–2020) over Hanoi, Vietnam, and the relationship with groundwater level change29
A review of building detection from very high resolution optical remote sensing images29
Urban tree species classification using UAV-based multi-sensor data fusion and machine learning28
RoadVecNet: a new approach for simultaneous road network segmentation and vectorization from aerial and google earth imagery in a complex urban set-up27
Driving forces of grassland vegetation changes in Chen Barag Banner, Inner Mongolia27
Improving wetland cover classification using artificial neural networks with ensemble techniques26
Oil spill detection from Synthetic Aperture Radar Earth observations: a meta-analysis and comprehensive review25
A workflow based on Sentinel-1 SAR data and open-source algorithms for unsupervised burned area detection in Mediterranean ecosystems25