Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms

Yangxiaoyue Liu, Wenlong Jing, Qi Wang, +1

Advances in Water Resources

Precision AgricultureEngineeringData ScienceDroughtLand Use +10

A Spatial Downscaling Algorithm for Satellite-Based Precipitation over the Tibetan Plateau Based on NDVI, DEM, and Land Surface Temperature

Wenlong Jing, Yaping Yang, Xiafang Yue, +1

Remote Sensing

EngineeringPrecipitation DataClimate ModelingLand CoverEarth System Science +22

Analyzing spatio-temporal changes and trade-offs/synergies among ecosystem services in the Yellow River Basin, China

Wenliang Geng, Yanyan Li, Pengyan Zhang, +3

Ecological Indicators

EngineeringEcological ModellingLand UseLand DegradationSocial Sciences +14

Evaluation of Three Deep Learning Models for Early Crop Classification Using Sentinel-1A Imagery Time Series—A Case Study in Zhanjiang, China

Hongwei Zhao, Zhongxin Chen, Hao Jiang, +3

Remote Sensing

Convolutional Neural NetworkPrecision AgricultureEngineeringMachine LearningLstm Rnns +20

Spatial heterogeneity analysis and driving forces exploring of built-up land development intensity in Chinese prefecture-level cities and implications for future Urban Land intensive use

Pengyan Zhang, Dan Yang, Mingzhou Qin, +1

Land Use Policy

Chinese Prefecture-level CitiesUrban Land UseUrban GeographyDriving ForcesLand Development +9

A Comparison of Different Regression Algorithms for Downscaling Monthly Satellite-Based Precipitation over North China

Wenlong Jing, Yaping Yang, Xiafang Yue, +1

Remote Sensing

EngineeringWeather ForecastingClimate ModelingLand CoverEarth System Science +24

Comparison of Different Machine Learning Approaches for Monthly Satellite-Based Soil Moisture Downscaling over Northeast China

Yangxiaoyue Liu, Yaping Yang, Wenlong Jing, +1

Remote Sensing

Precision AgricultureEngineeringLand UseNortheast ChinaForestry +19

Multi-Scenario Simulation of Land Use Changes with Ecosystem Service Value in the Yellow River Basin

Yuanyuan Lou, Dan Yang, Pengyan Zhang, +4

Land

EngineeringLand UseEnvironmental Impact AssessmentAgricultural EconomicsLand Degradation +18

Early Season Mapping of Sugarcane by Applying Machine Learning Algorithms to Sentinel-1A/2 Time Series Data: A Case Study in Zhanjiang City, China

Hao Jiang, Dan Li, Wenlong Jing, +4

Remote Sensing

Earth ObservationSeason MappingPrecision AgricultureEnvironmental MonitoringEngineering +21

Understanding Terrestrial Water Storage Declining Trends in the Yellow River Basin

Wenlong Jing, Ling Yao, Xiaodan Zhao, +7

Journal of Geophysical Research Atmospheres

EngineeringHydrologic EngineeringLand DegradationEarth ScienceYellow River Basin +16