Red tide time series forecasting by combining ARIMA and deep belief network

Mengjiao Qin, Zhihang Li, Zhenhong Du

Knowledge-Based Systems

Intelligent ForecastingForecasting MethodologyProbabilistic ForecastingEngineeringMachine Learning +8

Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity

Zhenhong Du, Zhongyi Wang, Sensen Wu, +2

International Journal of Geographical Information Systems

Environmental MonitoringEngineeringSpatial UncertaintyNeural NetworkWeather Forecasting +15

Water body classification from high-resolution optical remote sensing imagery: Achievements and perspectives

Yansheng Li, Bo Dang, Yongjun Zhang, +1

ISPRS Journal of Photogrammetry and Remote Sensing

Hydrologic Remote SensingImage AnalysisEnvironmental MonitoringWater ResourcesData Science +12

Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets

Chuyi Wu, Feng Zhang, Junshi Xia, +5

Remote Sensing

Building Damage AssessmentConvolutional Neural NetworkEngineeringMachine LearningSiamese Neural Network +20

Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships

Sensen Wu, Zhongyi Wang, Zhenhong Du, +3

International Journal of Geographical Information Systems

Weighted RegressionEngineeringNeural NetworkSpatial ModelingSpatiotemporal Database +14

Variation in Concentration and Sources of Black Carbon in a Megacity of China During the COVID‐19 Pandemic

Liang Xu, Jian Zhang, Xin Sun, +12

Geophysical Research Letters

RSCNN: A CNN-Based Method to Enhance Low-Light Remote-Sensing Images

Linshu Hu, Mengjiao Qin, Feng Zhang, +2

Remote Sensing

Low-light Remote-sensing ImagesStructural Similarity IndexImage ClassificationConvolutional Neural NetworkImage Analysis +12

Spatiotemporal mapping and assessment of daily ground NO2 concentrations in China using high-resolution TROPOMI retrievals

Sensen Wu, Bo Huang, Jionghua Wang, +7

Environmental Pollution

BiogeochemistryHuman Activity ImpactEnvironmental MonitoringEngineeringSpatiotemporal Mapping +7

Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data

Xiaoyi Zhang, Wenwen Li, Feng Zhang, +2

ISPRS International Journal of Geo-Information

Word CloudEngineeringUrban InformaticsActivity-travel PatternGeographic Analytics +18

Single-Image Super-Resolution for Remote Sensing Images Using a Deep Generative Adversarial Network With Local and Global Attention Mechanisms

Yadong Li, Sébastien Mavromatis, Feng Zhang, +5

IEEE Transactions on Geoscience and Remote Sensing

Remote Sensing ImagesGlobal Attention MechanismsConvolutional Neural NetworkEngineeringMachine Learning +15