Building Extraction from Very High Resolution Aerial Imagery Using Joint Attention Deep Neural Network

Ziran Ye, Yongyong Fu, Muye Gan, +3

Remote Sensing

Image ClassificationHigh ResolutionMachine VisionMachine LearningImage Analysis +13

A new satellite-derived dataset for marine aquaculture areas in China's coastal region

Yongyong Fu, Jinsong Deng, Hongquan Wang, +6

Earth system science data

Convolutional Neural NetworkEnvironmental MonitoringMachine LearningEngineeringAquaculture System +21

An interpretable self-adaptive deep neural network for estimating daily spatially-continuous PM2.5 concentrations across China

Binjie Chen, Shixue You, Ye Yang, +5

The Science of The Total Environment

Pollution DetectionEnvironmental MonitoringEngineeringEnvironmental HealthAir Quality Monitoring +6

Coastal Aquaculture Mapping from Very High Spatial Resolution Imagery by Combining Object-Based Neighbor Features

Yongyong Fu, Jinsong Deng, Ziran Ye, +5

Sustainability

EngineeringFeature DetectionObject-based Neighbor FeaturesMulti-image FusionIntensive Coastal Aquaculture +21

Finer Resolution Mapping of Marine Aquaculture Areas Using WorldView-2 Imagery and a Hierarchical Cascade Convolutional Neural Network

Yongyong Fu, Ziran Ye, Jinsong Deng, +5

Remote Sensing

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningMulti-image Fusion +19

Mapping Impervious Surfaces in Town–Rural Transition Belts Using China’s GF-2 Imagery and Object-Based Deep CNNs

Yongyong Fu, Kunkun Liu, Zhangquan Shen, +5

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningImpervious SurfacesLand Use +21

Dramatic mariculture expansion and associated driving factors in Southeastern China

Jing Wu, Tomás Marín Del Valle, Mary Ruckelshaus, +5

Landscape and Urban Planning

Applied Plant EcologySeagrassEngineeringBiogeographyLand Use +11

Marine aquaculture mapping using GF-1 WFV satellite images and full resolution cascade convolutional neural network

Yongyong Fu, Shucheng You, Shujuan Zhang, +6

International Journal of Digital Earth

Convolutional Neural NetworkEngineeringMachine LearningOceanographyUnderwater Imaging +17

CTHNet: A CNN–Transformer Hybrid Network for Landslide Identification in Loess Plateau Regions Using High-Resolution Remote Sensing Images

Juan Li, Jin Zhang, Yongyong Fu

Sensors

Ecosystem health assessment based on deep learning in a mountain-basin system in Central Asia’s arid regions, China

X. J. Bi, Yongyong Fu, Ping Wang, +4

Ecological Indicators