Random-forest based adjusting method for wind forecast of WRF model

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

(2019) Markus Reichstein et al.   NATURE

Segmentation of digital rock images using deep convolutional autoencoder networks

(2019) Sadegh Karimpouli et al.   COMPUTERS & GEOSCIENCES

Deep learning for multi-year ENSO forecasts

(2019) Yoo-Geun Ham et al.   NATURE

Model output statistics downscaling using support vector machine for the projection of spatial and temporal changes in rainfall of Bangladesh

(2018) Sahar Hadi Pour et al.   ATMOSPHERIC RESEARCH

A Survey on Deep Learning

(2018) Samira Pouyanfar et al.   ACM COMPUTING SURVEYS

Modeling climate change impacts on precipitation in arid regions of Pakistan: a non-local model output statistics downscaling approach

(2018) Kamal Ahmed et al.   THEORETICAL AND APPLIED CLIMATOLOGY

The Community Earth System Model (CESM) Large Ensemble Project: A Community Resource for Studying Climate Change in the Presence of Internal Climate Variability

(2015) J. E. Kay et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Deep learning

(2015) Yann LeCun et al.   NATURE

A Constrained Backpropagation Approach for the Adaptive Solution of Partial Differential Equations

(2013) Keith Rudd et al.   IEEE Transactions on Neural Networks and Learning Systems

Evaluating the efficacy of SVMs, BNs, ANNs and ANFIS in wave height prediction

(2011) Iman Malekmohamadi et al.   OCEAN ENGINEERING

Introduction of the GSI into the NCEP Global Data Assimilation System

(2009) Daryl T. Kleist et al.   WEATHER AND FORECASTING