EEDS Workshop Curated Resources
Created
Mar 31, 2022 07:18 PM
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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:
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Remote Sensing: NRCan Fundamentals of Remote Sensing, Eyes in the Sky II online course, Earth Lab Introduction to Spectral Remote Sensing
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Data Assimilation: ECMWF Introduction to Data Assimilation module, 6-minute video
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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
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Best-Practices in Collaboration: EOS, American Geophysical Union: Three Steps to Successful Collaboration with Data Scientists
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Data Visualization: Misuse of colour is science communication
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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