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## Content

* [Machine Learning summer schools and courses on Earth System Science]()
* [Geospatial Analysis and Mapping](#geospatial-analysis-and-mapping)
* [Hydrology](#hydrology)
+ [Data Collection](#data-collection)
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# Machine Learning summer schools and courses on Earth Sciences

- [Joint IS-ENES3/ESiWACE2 Virtual Workshop on New Opportunities for ML and AI in Weather and Climate Modelling (2021)](https://portal.enes.org/community/announcements/events/joint-is-enes3-esiwace2-virtual-workshop-on-new-opportunities-for-ml-and-ai-in-weather-and-climate-modelling)

- [NCAR Summer school (2020) Artificial Intelligence for Earth System Science (AI4ESS) Summer School](https://www2.cisl.ucar.edu/events/summer-school/ai4ess/2020/artificial-intelligence-earth-system-science-ai4ess-summer-school)

- [Royal Meteorological Society (5 March 2021): Machine Learning Applications in the Atmospheric Sciences](https://www.rmets.org/event/virtual-meeting-machine-learning-applications-atmospheric-sciences)

- [US CLIVAR Climate Variability and Predictability Program: Data Science webinar series](https://usclivar.org/working-groups/data-science-working-group-webinar-series)

- [Helmholtz-Zentrum Geesthacht Machine Learning seminars with connections to Earth science, climate and weather and materials science](https://m-dml.org/seminar.html)

- [Online workshop: ML for Earth System Modelling and Analytics workshop 2021](https://www.dkrz.de/up/de-news-and-events/de-workshops-and-trainings/de-ml-workshop-2021)

- [2nd NOAA Workshop on Leveraging AI in Environmental Sciences](https://www.star.nesdis.noaa.gov/star/meeting_2020AIWorkshop_tutorials.php)

- [CIRA Short Course On Machine Learning For Weather And Climate](https://docs.google.com/document/d/1SPNxZrbHMaIEaS2dbntDow9x_tgSuFTUTOugfa2NuRo/edit)

- [AMS 2021 short course on Machine Learning in Python for Environmental Science Problems](https://sites.google.com/view/amsai2021shortcourse/home)



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# Geospatial Analysis and Mapping

- [Geopandas](https://geopandas.org/index.html): GeoPandas is an open source project to make working with geospatial data in python easier. GeoPandas extends the datatypes used by pandas to allow spatial operations on geometric types.
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