Add IceNet Notebook #6
Conversation
|
Check out this pull request on See visual diffs & provide feedback on Jupyter Notebooks. Powered by ReviewNB |
|
@nbarlowATI the notebook is ready for revision. Thanks for helping me to sort out the issue with the conda environment! |
| @@ -0,0 +1,1411 @@ | |||
| { | |||
There was a problem hiding this comment.
| @@ -0,0 +1,1411 @@ | |||
| { | |||
There was a problem hiding this comment.
This path will depend on where the notebook is being run - I guess it makes sense to leave the one here as the one that works on the AzureML VM, but maybe could add a note to the text to point that out?
Reply via ReviewNB
There was a problem hiding this comment.
I'll add a the following text:
Note the python route after the exclamation in the line below works on the AzureML VM. The route might change in your local system.
How does it sound?
| @@ -0,0 +1,1411 @@ | |||
| { | |||
There was a problem hiding this comment.
"same input data of Nature Communications' paper " => "same input data as in the Nature Communications paper "
Reply via ReviewNB
| @@ -0,0 +1,1411 @@ | |||
| { | |||
There was a problem hiding this comment.
| @@ -0,0 +1,1411 @@ | |||
| { | |||
There was a problem hiding this comment.
Maybe I missed it, but is there an explanation somewhere of where the ground truth SIC data comes from?
Reply via ReviewNB
There was a problem hiding this comment.
I'm adding the following text to the Download ground truth SIC section explaining further details of the the ground truth SIC data.
We additionally download analysis-ready ground truth SIC data from a zenodo repository.
:::{note}
The analysis-ready ground truth SIC data were generated by running the scriptpython3 icenet/download_sic_data.pyin step **2) Download data** according to the [icenet-paper repository](https://github.com/tom-andersson/icenet-paper). The script downloads and concatenate [OSI-SAF SIC data](https://osisaf-hl.met.no/v2p1-sea-ice-index), OSI-450 (1979-2015) and OSI-430-b (2016-ownards), and saves it as monthly averages in anetCDFfile.
:::
| @@ -0,0 +1,1411 @@ | |||
| { | |||
There was a problem hiding this comment.
| @@ -0,0 +1,1411 @@ | |||
| { | |||
There was a problem hiding this comment.
There was a problem hiding this comment.
Thanks, Tom and I tried one with hvplot but it wasn't giving the most aesthetic results. We ended using panels which is a great python library for generating dashboard and support Matplotlib plots.
| @@ -0,0 +1,1411 @@ | |||
| { | |||
There was a problem hiding this comment.
For this plot, and the next one, when I ran them, the axis labels were cut off a little bit.
Reply via ReviewNB
There was a problem hiding this comment.
which browser have you used? I remember the axis labels issue in Safari.
The notebook demonstrates IceNet using sample data of climate simulations and observational data fetched from a Zenodo repository.