Explorations of the implementation of a parallel IDW interpolation algorithm in a Linux cluster-based parallel GIS

Fang Huang, Dingsheng Liu, Xicheng Tan, +3

Computers & Geosciences

Cluster ComputingEngineeringParallel SoftwareParallel ProcessingParallel Performance Evaluation +8

Large-scale deep learning based binary and semantic change detection in ultra high resolution remote sensing imagery: From benchmark datasets to urban application

Shiqi Tian, Yanfei Zhong, Zhuo Zheng, +3

ISPRS Journal of Photogrammetry and Remote Sensing

Convolutional Neural NetworkImage ClassificationImage AnalysisMachine LearningMachine Vision +11

Research on the Parallelization of the DBSCAN Clustering Algorithm for Spatial Data Mining Based on the Spark Platform

Fang Huang, Qiang Zhu, Ji Zhou, +5

Remote Sensing

Cluster ComputingEngineeringSpatial Data MiningSpark PlatformMap-reduce +15

ResLap: Generating High-Resolution Climate Prediction Through Image Super-Resolution

Jianxin Cheng, Qiuming Kuang, Chenkai Shen, +3

IEEE Access

Convolutional Neural NetworkUpsampling Image ReconstructionEngineeringEarth ScienceImage Analysis +15

Spatio-temporal patterns of satellite-derived grassland vegetation phenology from 1998 to 2012 in Inner Mongolia, China

Zongyao Sha, Jialin Zhong, Yongfei Bai, +2

Journal of Arid Land

ClimatologyEngineeringBiogeographyLand UseVegetation-atmosphere Interactions +11

Temporal-agnostic change region proposal for semantic change detection

Shiqi Tian, Xicheng Tan, Ailong Ma, +3

ISPRS Journal of Photogrammetry and Remote Sensing

Image AnalysisMachine VisionMachine LearningData SciencePattern Recognition +7

Research on Optimization Methods of ELM Classification Algorithm for Hyperspectral Remote Sensing Images

Fang Huang, Jun Lu, Jian Tao, +3

IEEE Access

Search OptimizationEngineeringMachine LearningOptimization MethodsImage Classification +17

Assessing the impacts of human activities and climate variations on grassland productivity by partial least squares structural equation modeling (PLS-SEM)

Zongyao Sha, Yichun Xie, Xicheng Tan, +3

Journal of Arid Land

Human ActivitiesEngineeringTerrestrial EcosystemEcological SimulationEcological Modelling +8

Fast Reconstruction of 3D Point Cloud Model Using Visual SLAM on Embedded UAV Development Platform

Fang Huang, Hao Yang, Xicheng Tan, +3

Remote Sensing

EngineeringField RoboticsPoint Cloud ProcessingPoint CloudMapping +18

Modeling urban growth by coupling localized spatio-temporal association analysis and binary logistic regression

Yuwei Wang, Zongyao Sha, Xicheng Tan, +3

Computers Environment and Urban Systems

Urban GrowthUrban GeographyQuantitative Spatial ModelSpatial Statistical AnalysisUrban Modelling +9