Short and mid-term sea surface temperature prediction using time-series satellite data and LSTM-AdaBoost combination approach

Changjiang Xiao, Nengcheng Chen, Chuli Hu, +3

Remote Sensing of Environment

MeteorologyLstm-adaboost Combination ApproachEngineeringGeographyTime-series Satellite Data +4

A spatiotemporal deep learning model for sea surface temperature field prediction using time-series satellite data

Changjiang Xiao, Nengcheng Chen, Chuli Hu, +6

Environmental Modelling & Software

EngineeringData ScienceGeographyTime-series Satellite DataWeather Forecasting +5

In-situ and triple-collocation based evaluations of eight global root zone soil moisture products

Lei Xu, Nengcheng Chen, Xiang Zhang, +3

Remote Sensing of Environment

Geotechnical EngineeringSoil PropertyPrecision AgricultureEngineeringSoil Modeling +7

Improving Global Monthly and Daily Precipitation Estimation by Fusing Gauge Observations, Remote Sensing, and Reanalysis Data Sets

Lei Xu, Nengcheng Chen, Hamid Moradkhani, +2

Water Resources Research

EngineeringWeather ForecastingClimate ModelingData AssimilationEarth Science +17

Improving the North American multi-model ensemble (NMME) precipitation forecasts at local areas using wavelet and machine learning

Lei Xu, Nengcheng Chen, Xiang Zhang, +3

Climate Dynamics

MeteorologyNumerical Weather PredictionEngineeringMachine LearningData Science +8

Geographically weighted neural network considering spatial heterogeneity for landslide susceptibility mapping: A case study of Yichang City, China

Zhongguo Zhao, Zhangyan Xu, Chuli Hu, +2

CATENA

Rock SlideGeospatial MappingEngineeringRock SlopeGeomorphology +9

Using SensorML to construct a geoprocessing e-Science workflow model under a sensor web environment

Nengcheng Chen, Chuli Hu, Yao Chen, +2

Computers & Geosciences

EngineeringData ScienceSensor Web EnvironmentWorkflow TechnologyManagement +11

Rotation Invariance Regularization for Remote Sensing Image Scene Classification with Convolutional Neural Networks

Kunlun Qi, Chao Yang, Chuli Hu, +3

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationRotation Invariance Regularization +15

A Sharable and Interoperable Meta-Model for Atmospheric Satellite Sensors and Observations

Nengcheng Chen, Chuli Hu

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

MeteorologyEarth ObservationAtmospheric Satellite SensorsEnvironmental MonitoringInteroperable Meta-model +13

Optimizing the configuration of precipitation stations in a space-ground integrated sensor network based on spatial-temporal coverage maximization

Ke Wang, Qingfeng Guan, Nengcheng Chen, +5

Journal of Hydrology

HydrometeorologyMeteorologyEngineeringPrecipitation StationsSensor Network +8