Effects and contributions of meteorological drought on agricultural drought under different climatic zones and vegetation types in Northwest China

Shengpeng Cao, Lifeng Zhang, Yi He, +5

The Science of The Total Environment

HydrometeorologyMeteorologyClimatologyAgricultural DroughtEngineering +10

Prediction of InSAR deformation time-series using a long short-term memory neural network

Yi Chen, Yi He, Lifeng Zhang, +4

International Journal of Remote Sensing

EngineeringMachine LearningMechanical EngineeringNeural NetworkWeather Forecasting +21

Spatiotemporal characteristics of drought and its impact on vegetation in the vegetation region of Northwest China

Shengpeng Cao, Yi He, Lifeng Zhang, +4

Ecological Indicators

EngineeringNorthwest ChinaForestryDrought ResilienceLand Degradation +22

A landslide extraction method of channel attention mechanism U-Net network based on Sentinel-2A remote sensing images

Hesheng Chen, Yi He, Lifeng Zhang, +5

International Journal of Digital Earth

Convolutional Neural NetworkEngineeringLandslide ExtractionMulti-image FusionTerrestrial Sensing +17

An identification method of potential landslide zones using InSAR data and landslide susceptibility

Yi He, Wenhui Wang, Lifeng Zhang, +5

Geomatics Natural Hazards and Risk

Rock SlideEngineeringRock SlopeGeomorphologyEarth Science +17

An Extraction Method for Glacial Lakes Based on Landsat-8 Imagery Using an Improved U-Net Network

Yi He, Sheng Yao, Yang Wang, +5

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

Earth ObservationRemote Sensing ImagesConvolutional Neural NetworkEnvironmental MonitoringEngineering +21

A unified network of information considering superimposed landslide factors sequence and pixel spatial neighbourhood for landslide susceptibility mapping

Yi He, Zhan'ao Zhao, Yang Wang, +5

International Journal of Applied Earth Observation and Geoinformation

Spatiotemporal evolution of agricultural drought and its attribution under different climate zones and vegetation types in the Yellow River Basin of China

Yu‐Jie Ding, Lifeng Zhang, Yi He, +5

The Science of The Total Environment

ClimatologyAgricultural DroughtYellow River BasinWater ResourcesDrought +11

Time-Series Analysis and Prediction of Surface Deformation in the Jinchuan Mining Area, Gansu Province, by Using InSAR and CNN–PhLSTM Network

Yi He, Haowen Yan, Yang Wang, +4

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

Convolutional Neural NetworkEngineeringGeological ModelingEarth ScienceTime-series Analysis +19

Spatiotemporal dynamics of vegetation net ecosystem productivity and its response to drought in Northwest China

Shengpeng Cao, Yi He, Lifeng Zhang, +5

GIScience & Remote Sensing

EngineeringNorthwest ChinaForestryTerrestrial Ecosystem ProductivityDrought Resilience +17