EEDS Workshop Curated Resources

Mar 31, 2022 07:18 PM
In Part III of the workshop, we have live presentations on March 31st demonstrating the applications of ML in EES. =========================================================== In addition, here is a list of curated resources that may be useful: =========================================================== Remote Sensing: NRCan Fundamentals of Remote Sensing, Eyes in the Sky II online course, Earth Lab Introduction to Spectral Remote Sensing =========================================================== Data Assimilation: ECMWF Introduction to Data Assimilation module, 6-minute video =========================================================== Workshops/Seminars: Knowledge Guided Machine Learning Workshop 2020 (topics include hydrology, weather/climate), Artificial Intelligence for Earth System Science Summer School 2020, Trustworthy AI for Environmental Science Summer School 2021 =========================================================== Best-Practices in Collaboration: EOS, American Geophysical Union: Three Steps to Successful Collaboration with Data Scientists =========================================================== Data Visualization: Misuse of colour is science communication =========================================================== Environmental Impact of Computing (humbling to keep in mind as we pursue environmental solutions using ML): The Staggering Ecological Impacts of Computation and the Cloud