A 1 km daily soil moisture dataset over China using in situ measurement and machine learning

Qingliang Li, Gaosong Shi, Wei Shangguan, +10

Earth system science data

Precision AgricultureEnvironmental MonitoringMachine LearningEngineeringLand Cover +15

Relationship between simultaneously recorded spiking activity and fluorescence signal in GCaMP6 transgenic mice

Lawrence Huang, Peter Ledochowitsch, Ulf Knoblich, +9

eLife

Improved daily SMAP satellite soil moisture prediction over China using deep learning model with transfer learning

Qingliang Li, Ziyu Wang, Wei Shangguan, +3

Journal of Hydrology

Malate enhances survival of zebrafish against <i>Vibrio alginolyticus</i> infection in the same manner as taurine

Manjun Yang, Di Xu, Dai-xiao Yang, +4

Virulence

Using data‐driven methods to explore the predictability of surface soil moisture with FLUXNET site data

jinjing Pan, Wei Shangguan, Lu Li, +5

Hydrological Processes

Environmental MonitoringEngineeringLand UseClimate ModelingLand Degradation +20

Neuronal cell-subtype specificity of neural synchronization in mouse primary visual cortex

Ulf Knoblich, Lawrence Huang, Hongkui Zeng, +1

Nature Communications

A Spatial Downscaling Method for Remote Sensing Soil Moisture Based on Random Forest Considering Soil Moisture Memory and Mass Conservation

Taoning Mao, Wei Shangguan, Qingliang Li, +6

Remote Sensing

Spatial Downscaling MethodPrecision AgricultureEnvironmental MonitoringEngineeringLand Use +17

PRRSV Infection Induces Gasdermin D-Driven Pyroptosis of Porcine Alveolar Macrophages through NLRP3 Inflammasome Activation

Sheng He, Lu Li, Haifan Chen, +7

Journal of Virology

Causality-Structured Deep Learning for Soil Moisture Predictions

Lu Li, Yongjiu Dai, Wei Shangguan, +3

Journal of Hydrometeorology

Hydrological PredictionEngineeringMachine LearningAutoencodersWeather Forecasting +20

Interpreting Conv-LSTM for Spatio-Temporal Soil Moisture Prediction in China

Feini Huang, Yongkun Zhang, Ye Zhang, +4

Agriculture

HydrometeorologyConvolutional Neural NetworkEngineeringMachine LearningConv-lstm Models +12