diff --git a/README.md b/README.md index 7c9762c..f3878f9 100644 --- a/README.md +++ b/README.md @@ -33,7 +33,7 @@ In the notebooks which comprise this Cookbook, we demonstrate the following: ## Authors -[Kevin Tyle](https://github.com/ktyle), [Michael Barletta](https://github.com/Michael-Barletta) +[Kevin Tyle](https://github.com/ktyle), [Michael Barletta](https://github.com/Michael-Barletta), [Negin Sobhani](https://github.com/negin513), [Nicholas Cote](https://github.com/ncote) , [Harshah Hampapura](https://github.com/hrhampapura) , and [Philip Chmielowiec](https://github.com/philip2c) We also gratefully acknowledge the Google Cloud Research team for making an ARCO-friendly version of the ERA-5 available. Citations for their effort and the ERA-5 reanalysis are below: @@ -65,7 +65,7 @@ We also gratefully acknowledge the Google Cloud Research team for making an ARCO ## Structure -This cookbook currently consists of two notebooks that access, regrid, and visualize the ARCO ERA-5 repository. +This cookbook currently consists of multiple notebooks that access, regrid, and visualize the ARCO ERA-5 repository. Additionally we cover a section on how to preprocess and create ARCO files. Additional notebooks will follow. @@ -73,10 +73,24 @@ Additional notebooks will follow. This notebook reads in a sea-level pressure ERA-5 grid, regrids from Gaussian to Cartesian coordinates, and visualizes the data with Matplotlib and Cartopy. -### Section 2 ( "Interactive Visualization 1" ) +### Section 2 ( "Interactive Visualization Part 1: `GeoViews`" ) This notebook reads in sea-level pressure and 2-meter temperature ERA-5 grids, regrids as in the first notebook, and visualizes the data in an interactive manner using [Geoviews](https://geoviews.org). +### Section 3 ("Interactive Visualization Part 2: `hvPlot`") +This notebook reads in annual average 2-m temperature from RDA's Zarr store and visualizes the data using `hvPlot`. The notebook also demonstrates how to create a simple interactive plot that allows the user to select a specific year and visualize the 2-m and how to create animations. + +### Section 4 ("Creating an Interactive Dashboard with `Panel`") +This notebook demonstrates how to create an interactive dashboard using `Panel` that allows the user to select a specific year and visualize the 2-m temperature. + +## Preprocessing Notebooks for NCAR RDA +### Section 5 ( "Generate annual/yearly Zarr stores from hourly ERA5 NetCDF files on NCAR’s Research Data Archive") +This notebook demonstrates how to preprocess hourly ERA5 NetCDF files from NCAR's Research Data Archive (RDA) and generate annual/yearly Zarr stores. + +### Section 6 ( "Calculate Temperature Anomalies") +This notebook demonstrates how to calculate temperature anomalies from the annual 2-m temperature Zarr store generated in Section 5. + + ## Running the Notebooks You can either run the notebook using [Binder](https://binder.projectpythia.org/) or on your local machine.