Notebooks¶
These notebooks demonstrate a few features of the PAVICS platform: how to access data through the OPeNDAP protocol and subset and retrieve it, how to render an image using the WMS protocol, how to compute climate indices, and perform bias correction.
If you’re unfamiliar with notebooks, note that typing TAB after an object will display a drop-down menu of the object’s attributes and methods, and that you need to hit CTRL-Enter to run a cell. You can also type ? after a function or method to display the corresponding help message.
- Spatial and temporal subsetting
- Gridded Data Renderer
- Data Access Protocol (DAP)
- Earth System Grid Federation Data Access
- Working with the PAVICS THREDDS server
- PAVICS data access
- Working with the ClimEx Large Ensemble
- Accessing and analysing Canadian Surface Reanalysis (CaSR) data in the PAVICS JupyterLab
- Computing Indices on Weather Forecasts
- Working with the ECCC GeoAPI to access weather station data
- Working with the ECCC Climate Daily API
- Web Coverage Service - Accessing GeoMet data using owslib
- Web Feature Service - Accessing region countours saved on a GeoServer
- Working with Web Processing Service with Python and OWSLib
- Regridding climate data with xESMF
- General workflow demonstration
- Processing Large Climate Datasets with Dask and Xarray
Deprecated Notebooks¶
Warning
These notebooks are marked for deprecation. Their workflow could still be working temporarily, but they are expected to fail in a near future as their features will be replaced by other mechanisms.
Optional Notebooks¶
These following notebooks demonstrate additional and optional features of the PAVICS platform when corresponding Components or Optional Components are enabled.