GIScience & Remote Sensing

Title Publication Date Language Citations
An optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis: cases with different types of spatial data2020/05/12English337
The Vegetation Drought Response Index (VegDRI): A New Integrated Approach for Monitoring Drought Stress in Vegetation2008/01/01English297
Land cover and land use classification performance of machine learning algorithms in a boreal landscape using Sentinel-2 data2019/08/22English274
Landsat-8 vs. Sentinel-2: examining the added value of sentinel-2’s red-edge bands to land-use and land-cover mapping in Burkina Faso2017/08/31English200
Remote sensing for wetland classification: a comprehensive review2017/12/30English197
Comparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images from small unmanned aircraft system2018/01/19English186
Geographic object-based image analysis (GEOBIA): emerging trends and future opportunities2018/01/18English182
Automated stereo-photogrammetric DEM generation at high latitudes: Surface Extraction with TIN-based Search-space Minimization (SETSM) validation and demonstration over glaciated regions2015/02/19English177
Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework2017/05/05English172
Population Estimation Methods in GIS and Remote Sensing: A Review2005/03/01English170
Built-up area extraction using Landsat 8 OLI imagery2014/07/04English159
Optimal discretization for geographical detectors-based risk assessment2013/02/01English155
Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application2017/11/30English148
Statistical Estimation of Daily Maximum and Minimum Air Temperatures from MODIS LST Data over the State of Mississippi2006/03/01English147
An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA2012/09/01English142
Small-Scale Unmanned Aerial Vehicles in Environmental Remote Sensing: Challenges and Opportunities2011/01/01English130
Analysis of urban growth and estimating population density using satellite images of nighttime lights and land-use and population data2015/07/31English128
Machine learning approaches to coastal water quality monitoring using GOCI satellite data2014/03/04English128
Evaluating and comparing Sentinel 2A and Landsat-8 Operational Land Imager (OLI) spectral indices for estimating fire severity in a Mediterranean pine ecosystem of Greece2017/07/20English116
Simulation of landscape spatial layout evolution in rural-urban fringe areas: a case study of Ganjingzi District2018/10/17English115
Assessing the suitability of data from Sentinel-1A and 2A for crop classification2017/07/10English104
Regional Scale Land Cover Characterization Using MODIS-NDVI 250 m Multi-Temporal Imagery: A Phenology-Based Approach2006/03/01English104
Deep learning-based water quality estimation and anomaly detection using Landsat-8/Sentinel-2 virtual constellation and cloud computing2020/03/13English101
Machine learning approaches for forest classification and change analysis using multi-temporal Landsat TM images over Huntington Wildlife Forest2013/08/01English101
Recent applications of unmanned aerial imagery in natural resource management2014/06/20English100
GIS-based modeling for the spatial measurement and evaluation of mixed land use development for a compact city2015/01/02English98
Modeling and mapping total freight traffic in China using NPP-VIIRS nighttime light composite data2015/03/19English91
Spatial data, analysis approaches, and information needs for spatial ecosystem service assessments: a review2015/05/01English89
Trend Analysis of Time-Series Phenology of North America Derived from Satellite Data2006/03/01English84
A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland2020/11/16English83