A collection of useful data or tools in learning of earth science ;)
- Climate Data Online NOAA - An online portal that contains the collection of meteorological data from global weather stations.
- GISS Surface Temperature Analysis (v4) - Global station network data from NASA.
- SMHI - Swedish Meteorological and Hydrological Institute provides detailed long-term monitoring data.
- Tarfala Research Station
- Meteorological record of weather station at Tarfala Research Station, Stockholm University. Mass balance record of StorglaciΓ€ren can be found at Bolin Center for Climate Research. The data was processed and used in my master thesis cold surface layer dynamics of Storglaciaren
- GLDAS NOAH
- Global Land Data Assimilation System ingests satellite and ground-based observational data products (0.25 arc degree).
- The data can be downloaded mannually or automatically by a tool.
- Google Earth Engine also has access to the data. I have done a practice to convert the units and display the global monthly/annual precipitation and temperature.
- Sea Surface Temperature
- Smith and Reynolds NCDC Level 4 Historical Reconstructed Sae Surface Temperature Monthly Data.
- WorldClim
- Provides climatic variables at a global scale with a high spatial resolution (1km^2).
- Also includes data of future spectrums by different earth system models and historical climatic features by different models and records.
- This data is available in Google Earth Engine.
- Hurrican path
- International Best Track Archive for Climate Stewardship (IBTrACS) gives us hurrican tracks in csv/netcdf/shapefile formats.
- National Hurricane Center
- Humanitarian Data
- Accessibilities to city centers
- Published in 2018, a paper in Nature named "A global map of travel time to cities to access inequalities in accessibility in 2015" (DOI: 10.1038/nature25181), showed a map counting how long would it take, at any place on the earth, to the nearest city center.
- This data is also availabe in Google Earth Engine.
- Global Cell Tower, plotly also has a dashboard on github.
- awesome public datasets
- earthengine-py-notebooks, RGEE, geemap
- gee-community
- fun with gee - Personal practice templates :)
- earth map by FAO
- rasterio - library for processing raster data
- geopandas - library for vector data
- Other geospatial data visualization: Altair, plotly, geoviews, cartopy, earthpy, vaex
- Introduction to Python GIS - quick start course
- machine learning with python - Very useful learning resource. It also provides basic introduction of scipy libraries. Beginner friendly. π
- Jake Vanderplas on GitHub
- Fun with Python for Geodata - personal practice, under development :)
- SPEI
- Standard Precipitation and Evaportranspiration Index: point scale, spatial scale. https://spei.csic.es/ A useful and reliable drought index.
- Efficient subpixel image registration by cross-correlation
- A powerful tool to achieve high precision sub-pixel image registration. π
- ImGRAFT
- An Image Georectification and Feature Tracking toolbox. This is where I started the glacier surge project. Personally I learned a lot from it. ποΈ π
- Arctic Mapping Tools, Antarctic Mapping tools by Chad Greene
- Fun with MATLAB - personal practice, under development :)
- Code Runner: run your code by a simple click, supports almost all major programing languages (however, matlab is not included)
- SandDance for VSCode: interesting tool for quick visualization of your data, like power bi.
- LaTeX Workshop, Python, Anaconda Extension Pack, docs-markdown
- COSI-CORR - Tools for displacement tracking. π
- Awesome GIS - The most comprehensive GIS list. π
- Geofolio - Quick tool to check the climate, landcover and other land surface conditions at your study area.
- Google Dataset Search - A platform to search for dataset.
- WUR Geoscripting - Geoscripting course from Wageningen University
- OpenDroneMap - An open source tool for processing drone images.
- QGIS - A user-friendly processing platform with basic tools.
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