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

Active Learning for Effectively Fine-Tuning Transfer Learning to Downstream Task

(2021) Md Abul Bashar et al.   ACM Transactions on Intelligent Systems and Technology

Near-Real-Time Forecast of Satellite-Based Soil Moisture Using Long Short-Term Memory with an Adaptive Data Integration Kernel

(2020) Kuai Fang et al.   JOURNAL OF HYDROMETEOROLOGY

Comprehensive evaluation of soil moisture and soil temperature from third‐generation atmospheric and land reanalysis datasets

(2020) Mingxing Li et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

A Causal Inference Model Based on Random Forests to Identify the Effect of Soil Moisture on Precipitation

(2020) Lu Li et al.   JOURNAL OF HYDROMETEOROLOGY

Style Transfer of Urban Road Images Using Generative Adversarial Networks With Structural Details

(2020) Yaochen Li et al.   IEEE MULTIMEDIA

WeatherBench: A benchmark dataset for data‐driven weather forecasting

(2020) Stephan Rasp et al.   Journal of Advances in Modeling Earth Systems

Improving Precipitation Estimation Using Convolutional Neural Network

(2019) Baoxiang Pan et al.   WATER RESOURCES RESEARCH

Deep learning and process understanding for data-driven Earth system science

(2019) Markus Reichstein et al.   NATURE

Downscaling SMAP soil moisture estimation with gradient boosting decision tree regression over the Tibetan Plateau

(2019) Zushuai Wei et al.   REMOTE SENSING OF ENVIRONMENT

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

(2019) Jinjing Pan et al.   HYDROLOGICAL PROCESSES

Diagnosing Bias in Modeled Soil Moisture/Runoff Coefficient Correlation Using the SMAP Level 4 Soil Moisture Product

(2019) W. T. Crow et al.   WATER RESOURCES RESEARCH

Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer

(2018) Xinyuan Chen et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Prolongation of SMAP to Spatiotemporally Seamless Coverage of Continental U.S. Using a Deep Learning Neural Network

(2017) Kuai Fang et al.   GEOPHYSICAL RESEARCH LETTERS

The Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2)

(2017) Ronald Gelaro et al.   JOURNAL OF CLIMATE

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Transfer learning for short-term wind speed prediction with deep neural networks

(2016) Qinghua Hu et al.   RENEWABLE ENERGY

The NCEP Climate Forecast System Version 2

(2013) Suranjana Saha et al.   JOURNAL OF CLIMATE

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Learning Hierarchical Features for Scene Labeling

(2012) Clement Farabet et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

New modified β-cyclodextrin derivatives as detoxifying agents of chemical warfare agents (I). Synthesis and preliminary screening: Evaluation of the detoxification using a half-quantitative enzymatic assay

(2012) Raman Kumar Kalakuntla et al.   TOXICOLOGY LETTERS

The Soil Moisture Active Passive (SMAP) Mission

(2010) Dara Entekhabi et al.   PROCEEDINGS OF THE IEEE

Flash flood warning based on rainfall thresholds and soil moisture conditions: An assessment for gauged and ungauged basins

(2008) Daniele Norbiato et al.   JOURNAL OF HYDROLOGY