A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection

Hao Chen, Zhenwei Shi

Remote Sensing

Spatial-temporal Attention-based MethodImage CdEngineeringShift DetectionSpatiotemporal Data Fusion +19

Reconstructing Three Decades of Land Use and Land Cover Changes in Brazilian Biomes with Landsat Archive and Earth Engine

Carlos Souza, Julia Z. Shimbo, Marcos Reis Rosa, +30

Remote Sensing

EngineeringLand UseForestryLand CoverEarth System Science +18

An Easy-to-Use Airborne LiDAR Data Filtering Method Based on Cloth Simulation

Wuming Zhang, Jianbo Qi, Peng Wan, +4

Remote Sensing

EngineeringPoint Cloud ProcessingPoint CloudFiltering TechniqueLaser-based Sensor +15

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

Ying Li, Haokui Zhang, Qiang Shen

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningSpatiotemporal Data FusionHsi Cube Data +14

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

Fan Hu, Gui-Song Xia, Jingwen Hu, +1

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningEarth ScienceImage Classification +17

A Non-Stationary 1981–2012 AVHRR NDVI3g Time Series

Jorge Enrique Dí­az Pinzón, C. Tucker

Remote Sensing

Earth ObservationEnvironmental MonitoringEngineeringTerrestrial SensingEarth Science +17

Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review

Swapan Talukdar, Pankaj Singha, Susanta Mahato, +4

Remote Sensing

Precision AgricultureEnvironmental MonitoringMachine LearningSatellite Observations—a ReviewEngineering +18

Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture

Bing Lu, Phuong D. Dao, Jiangui Liu, +2

Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringLand UseMultispectral Imaging +16

Pansharpening by Convolutional Neural Networks

Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, +1

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningSuper-resolution ImagingNew Pansharpening Method +14

Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs

Clement Atzberger

Remote Sensing

Remote Sensing ContributionsPrecision AgricultureEnvironmental MonitoringEngineeringLand Use +21