Everyone can have access to climate data, however many people were not able to access the data due to various reasons: failing register on the website, formulating and sending request to get the right data they need. Here we write precise
We use several sources for open data on temperature:
- reanalysis data from GES DISC MERRA from https://disc.gsfc.nasa.gov/
- observational data: example data available for downloading after login http://data.ceda.ac.uk/badc/ukmo-hadobs/data/insitu/MOHC/HadOBS/HadUK-Grid/v1.0.0.0/60km/ and downloadable data link url = 'http://dap.ceda.ac.uk/thredds/fileServer/badc/ukmo-hadobs/data/insitu/MOHC/HadOBS/HadUK-Grid/v1.0.0.0/60km/tas/mon/v20181126/tas_hadukgrid_uk_60km_mon_188401-188412.nc' and https://services.ceda.ac.uk/cedasite/myceda/user/
- Create account and log in to https://www.ceda.ac.uk/
- Depending on the variables and time-scale of the data you want to download setup request, for example, 2010 taxmax (temperature): http://dap.ceda.ac.uk/thredds/fileServer/badc/ukmo-hadobs/data/insitu/MOHC/HadOBS/HadUK-Grid/v1.0.0.0/60km/tas/mon/v20181126/tas_hadukgrid_uk_60km_mon_201001-201012.nc
Examples of climate variables: surface_air_temperature
surface_layer_height
surface_pressure
surface_specific_humidity
surface_wind_speed
For parcing data one needs to install ´xarray´ python package. The code for parcing the data is uploaded to the folder https://github.com/Liyubov/climate_open_data/blob/master/parse_hadukgrid.py
You can also open and look into the climate data using command line via: ncdump -t tasmax_hadukgrid_uk_60km_mon_188601-188612.nc