Related references
Note: Only part of the references are listed.An attention-aware LSTM model for soil moisture and soil temperature prediction
Qingliang Li et al.
GEODERMA (2022)
A hybrid CNN-GRU model for predicting soil moisture in maize root zone
Jingxin Yu et al.
AGRICULTURAL WATER MANAGEMENT (2021)
A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction
Bo Zhang et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2021)
Soil Temperature Prediction Using Convolutional Neural Network Based on Ensemble Empirical Mode Decomposition
Huibowen Hao et al.
IEEE ACCESS (2021)
Influence of persistence and oceanic forcing on global soil moisture predictability
Siguang Zhu et al.
CLIMATE DYNAMICS (2020)
A Novel Dual Path Gated Recurrent Unit Model for Sea Surface Salinity Prediction
Tao Song et al.
JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY (2020)
Near-Real-Time Forecast of Satellite-Based Soil Moisture Using Long Short-Term Memory with an Adaptive Data Integration Kernel
Kuai Fang et al.
JOURNAL OF HYDROMETEOROLOGY (2020)
Comparison of the use of a physical-based model with data assimilation and machine learning methods for simulating soil water dynamics
Peijun Li et al.
JOURNAL OF HYDROLOGY (2020)
A Causal Inference Model Based on Random Forests to Identify the Effect of Soil Moisture on Precipitation
Lu Li et al.
JOURNAL OF HYDROMETEOROLOGY (2020)
Video SAR Moving Target Indication Using Deep Neural Network
Jinshan Ding et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)
WeatherBench: A Benchmark Data Set for Data-Driven Weather Forecasting
Stephan Rasp et al.
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS (2020)
Machine Learning vs. Physics-Based Modeling for Real-Time Irrigation Management
Silvio J. Gumiere et al.
FRONTIERS IN WATER (2020)
GANs-LSTM Model for Soil Temperature Estimation From Meteorological: A New Approach
Qingliang Li et al.
IEEE ACCESS (2020)
Deep learning and process understanding for data-driven Earth system science
Markus Reichstein et al.
NATURE (2019)
The Value of SMAP for Long-Term Soil Moisture Estimation With the Help of Deep Learning
Kuai Fang et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)
The Impact of Meteorological and Hydrological Memory on Compound Peak Flows in the Rhine River Basin
Sonu Khanal et al.
ATMOSPHERE (2019)
Using data-driven methods to explore the predictability of surface soil moisture with FLUXNET site data
Jinjing Pan et al.
HYDROLOGICAL PROCESSES (2019)
Improving Precipitation Estimation Using Convolutional Neural Network
Baoxiang Pan et al.
WATER RESOURCES RESEARCH (2019)
Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas
Jianfeng Zhang et al.
JOURNAL OF HYDROLOGY (2018)
Video Captioning With Attention-Based LSTM and Semantic Consistency
Lianli Gao et al.
IEEE TRANSACTIONS ON MULTIMEDIA (2017)
Full-flow-regime storage-streamflow correlation patterns provide insights into hydrologic functioning over the continental US
Kuai Fang et al.
WATER RESOURCES RESEARCH (2017)
A Study of Spatial Soil Moisture Estimation Using a Multiple Linear Regression Model and MODIS Land Surface Temperature Data Corrected by Conditional Merging
Chunggil Jung et al.
REMOTE SENSING (2017)
Predictable signals in seasonal mean soil moisture simulated with observation-based atmospheric forcing over China
Kairan Ying et al.
CLIMATE DYNAMICS (2016)
A comparison between wavelet based static and dynamic neural network approaches for runoff prediction
Muhammad Shoaib et al.
JOURNAL OF HYDROLOGY (2016)
Seasonal and event dynamics of spatial soil moisture patterns at the small catchment scale
U. Rosenbaum et al.
WATER RESOURCES RESEARCH (2012)
Role of Subsurface Physics in the Assimilation of Surface Soil Moisture Observations
Sujay V. Kumar et al.
JOURNAL OF HYDROMETEOROLOGY (2009)
Spatio-temporal distribution of near-surface and root zone soil moisture at the catchment scale
C. Martinez et al.
HYDROLOGICAL PROCESSES (2008)
Flash flood warning based on rainfall thresholds and soil moisture conditions: An assessment for gauged and ungauged basins
Daniele Norbiato et al.
JOURNAL OF HYDROLOGY (2008)
GSWP-2 - Multimodel anlysis and implications for our perception of the land surface
Paul A. Dirmeyer et al.
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY (2006)
Soil moisture estimation using an artificial neural network: a feasibility study
HL Jiang et al.
CANADIAN JOURNAL OF REMOTE SENSING (2004)
Regions of strong coupling between soil moisture and precipitation
RD Koster et al.
SCIENCE (2004)