Search Results for author: Timothy DelSole

Found 2 papers, 1 papers with code

Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration

1 code implementation29 Sep 2021 Sijie He, Xinyan Li, Laurie Trenary, Benjamin A Cash, Timothy DelSole, Arindam Banerjee

The SSF dataset constructed for the work, dynamical model predictions, and code for the ML models are released along with the paper for the benefit of the broader machine learning community.

Management Weather Forecasting

Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances

no code implementations14 Jun 2020 Sijie He, Xinyan Li, Timothy DelSole, Pradeep Ravikumar, Arindam Banerjee

Sub-seasonal climate forecasting (SSF) focuses on predicting key climate variables such as temperature and precipitation in the 2-week to 2-month time scales.

BIG-bench Machine Learning Feature Importance +1

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