Open Learning

Programming

Blogs/Sites

Python

  • awesome-python - A curated list of awesome Python frameworks, libraries, software and resources
  • PythonHydrology - Task view of Python packages broadly relevant to hydrology
  • PythonEarthScience - Task view of Python packages broadly relevant to earth science
  • unifhy - Unified Framework for Hydrology
  • ewatercycle - A Python package for running hydrological models

R

  • RHydrology - Task view of R packages broadly relevant to hydrology
  • rethinking - Bayesian data analysis

LaTex

  • Overleaf - Online LaTex-Editor and ready-to-use templates
  • TablesGenerator - Online-tool which facilitates generation of latex tables

Others

  • FAIR - Five recommendations for best practices in open-source software
  • OBSIDIAN - Organise your knowledge and projects
  • datatoviz - Guidance on the most appropriate graph for your data
  • Wolfram - Computational knowledge engine
  • Git - A simple giude to getting started with git
  • Colorbrewer - #endrainbow
  • Climate Lab Book - Blog on open source climate science
  • KDnuggets - Blog, Stories and Tutorials on Machine Learning, Data Science, Data Mining, Big Data, Analytics, AI
  • Australian Water School - Free webinars delivered by highly-regarded international water professionals

Data

  • WeatherDB - Meteorologic input data for Roger
  • PisoAI - predicting Monthly predicted time series of oxygen and hydrogen isotope values
  • GNIP - Global Network of Isotopes in Precipitation
  • SRTM - topographic data
  • earthexplorer - topographic data and land cover data
  • eartH2Observe - Globally observed and simulated hydrometeorological datasets
  • GoogleEarthEngine - Satelitte imagery and geospatial datasets with build-in capabilities for data analysis
  • CEH - Environmental data for the UK
  • GRDC - Global runoff data centre
  • CAMELS-US - catchment scale hydrometeorological data for 671 catchments across the United States
  • CAMELS-GB - catchment scale hydrometeorological data for 671 catchments across Great Britain
  • CAMELS-CL - catchment scale hydrometeorological data for 516 catchments across Chile
  • EARTHSTAT - Global environmental with a strong agricultural focus
  • ClimateDataStore - Earth’s past, present and future climate data
  • Lysimeter - List with lysimeter experiments
  • HydroSHEDS - catchment boundaries, drainage direction and flow accumulation

Scientific Writing

Videos

Blogs/Sites

  • Ozdic - Collocation dictionary
  • DeepL - Forget about Google translate

Books

  • Booth, Wayne C.: The Craft of Research, 4th Edition, University of Chicago Press, Chicago, London, 334 pp., 2017
  • Ahrens, Söhnke: Das Zettelkasten-Prinzip: Erfolgreich wissenschaftlich Schreiben und Studieren mit effektiven Notizen, 1st Edition, BoD – Books on Demand, 160 pp., 2017