GIScience & Remote Sensing

Title Publication Date Language Citations
A Review of Remote Sensing of Forest Biomass and Biofuel: Options for Small-Area Applications2011/04/01English82
Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data2020/01/12English81
Identifying Mangrove Species and Their Surrounding Land Use and Land Cover Classes Using an Object-Oriented Approach with a Lacunarity Spatial Measure2008/04/01English80
Image Processing and Classification Procedures for Analysis of Sub-decimeter Imagery Acquired with an Unmanned Aircraft over Arid Rangelands2011/01/01English79
Relationship between land cover patterns and surface temperature in urban areas2014/09/03English79
Do Factors Causing Wildfires Vary in Space? Evidence from Geographically Weighted Regression2010/04/01English79
Agricultural cropland extent and areas of South Asia derived using Landsat satellite 30-m time-series big-data using random forest machine learning algorithms on the Google Earth Engine cloud2019/11/22English78
Dynamic land use change simulation using cellular automata with spatially nonstationary transition rules2018/01/18English77
Object-oriented crop classification using multitemporal ETM+ SLC-off imagery and random forest2013/07/23English76
Combined Effects of Impervious Surface and Vegetation Cover on Air Temperature Variations in a Rapidly Expanding Desert City2010/07/01English76
Image Fusion Using the Ehlers Spectral Characteristics Preservation Algorithm2007/06/01English73
A new method for extracting built-up urban areas using DMSP-OLS nighttime stable lights: a case study in the Pearl River Delta, southern China2015/03/04English72
Forecasting China’s GDP at the pixel level using nighttime lights time series and population images2017/01/05English71
Multi-scale analysis of the relationship between economic statistics and DMSP-OLS night light images2013/08/08English70
Statistical analysis of surface urban heat island intensity variations: A case study of Babol city, Iran2018/11/19English68
Monitoring forest decline through remote sensing time series analysis2013/08/01English68
Multiple intra-urban land use simulations and driving factors analysis: a case study in Huicheng, China2018/08/06English67
Detecting the Effects of Wars in the Caucasus Regions of Russia and Georgia Using Radiometrically Normalized DMSP-OLS Nighttime Lights Imagery2011/10/01English67
An Object-Based Classification Approach in Mapping Tree Mortality Using High Spatial Resolution Imagery2007/03/01English66
Application of machine learning techniques in groundwater potential mapping along the west coast of India2020/07/20English65
Wetland classification in Newfoundland and Labrador using multi-source SAR and optical data integration2017/05/23English65
Inundation Extent and Flood Frequency Mapping Using LANDSAT Imagery and Digital Elevation Models2009/01/01English65
Integrating the multi-label land-use concept and cellular automata with the artificial neural network-based Land Transformation Model: an integrated ML-CA-LTM modeling framework2017/01/05English63
Object-Based Land Cover Classification Using High-Posting-Density LiDAR Data2008/04/01English62
Identifying Trends in Land Use/Land Cover Changes in the Context of Post-Socialist Transformation in Central Europe: A Case Study of the Greater Olomouc Region, Czech Republic2009/01/01English61
World energy consumption pattern as revealed by DMSP-OLS nighttime light imagery2015/12/21English61
The Forest Types and Ages Cleared for Land Development in Puerto Rico2007/12/01English60
Long-short-term-memory-based crop classification using high-resolution optical images and multi-temporal SAR data2019/07/03English59
Mining parameter information for building extraction and change detection with very high-resolution imagery and GIS data2016/10/31English58
Integrating cellular automata, artificial neural network, and fuzzy set theory to simulate threatened orchards: application to Maragheh, Iran2016/01/23English58