Deep learning in environmental remote sensing: Achievements and challenges

Qiangqiang Yuan, Huanfeng Shen, Tongwen Li, +9

Remote Sensing of Environment

Hydrologic Remote SensingConvolutional Neural NetworkEngineeringMachine LearningRemote Sensing +2

Deep learning based cloud detection for medium and high resolution remote sensing images of different sensors

Zhiwei Li, Huanfeng Shen, Qing Cheng, +3

ISPRS Journal of Photogrammetry and Remote Sensing

Convolutional Neural NetworkHigh ResolutionImage AnalysisEngineeringInformation Processing +5

Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery

Zhiwei Li, Huanfeng Shen, Huifang Li, +3

Remote Sensing of Environment

Image AnalysisEngineeringGaofen-1 Wide FieldPattern RecognitionRemote Sensing +3

Thick cloud and cloud shadow removal in multitemporal imagery using progressively spatio-temporal patch group deep learning

Qiang Zhang, Qiangqiang Yuan, Jie Li, +3

ISPRS Journal of Photogrammetry and Remote Sensing

Image AnalysisThick CloudEngineeringSpatio-temporal Patch GroupSpatiotemporal Data Fusion +7

Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects

Zhiwei Li, Huanfeng Shen, Qihao Weng, +3

ISPRS Journal of Photogrammetry and Remote Sensing

EngineeringOptical Satellite ImagerySatellite ImagingRemote SensingOptical Remote Sensing +3

An Urban Water Extraction Method Combining Deep Learning and Google Earth Engine

Yudie Wang, Zhiwei Li, Chao Zeng, +2

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Estimation of ultrahigh resolution PM2.5 concentrations in urban areas using 160 m Gaofen-1 AOD retrievals

Tianhao Zhang, Zhongmin Zhu, Wei Gong, +8

Remote Sensing of Environment

Environmental ChemistryUrban AreasEnvironmental MonitoringEngineeringPollution Detection +8

Large-Scale Duplicate Detection for Web Image Search

Bin Wang, Zhiwei Li, Mingjing Li, +1

Image AnalysisInformation RetrievalData ScienceData MiningPattern Recognition +13

Combined deep prior with low-rank tensor SVD for thick cloud removal in multitemporal images

Qiang Zhang, Qiangqiang Yuan, Zhiwei Li, +2

ISPRS Journal of Photogrammetry and Remote Sensing

Thick Cloud RemovalDeblurringImage AnalysisEngineeringData Science +11

Spatiotemporal variations and influencing factors of PM2.5 concentrations in Beijing, China

Licheng Zhang, Mengyang Liu, Zhiwei Li, +8

Environmental Pollution

Environmental ChemistryEnvironmental MonitoringEngineeringAtmospheric ScienceEnvironmental Health +8