Update Hands on ICON data analysis for beginners authored by Dian Putrasahan's avatar Dian Putrasahan
...@@ -2161,7 +2161,7 @@ ncview ${outdir}/regress_${varname2}_on_${varname1}_${expid}_mm_${yyyys}-${yyyye ...@@ -2161,7 +2161,7 @@ ncview ${outdir}/regress_${varname2}_on_${varname1}_${expid}_mm_${yyyys}-${yyyye
``` ```
</details>details> </details>
### Temporal Spectra ### Temporal Spectra
...@@ -2169,7 +2169,7 @@ While variance/covariance gives you the combined variability on all time scales, ...@@ -2169,7 +2169,7 @@ While variance/covariance gives you the combined variability on all time scales,
The spectra can be simulataneously computed for each grid point on the native grid so that we can obtain 2D maps of how variability and bi-variate relations may look like on different frequency/timescales. The spectra can be simulataneously computed for each grid point on the native grid so that we can obtain 2D maps of how variability and bi-variate relations may look like on different frequency/timescales.
<details><summary><b> Example script for how variance looks </b></summary> <details><summary><b> Example script for variance </b></summary>
```bash ```bash
expid=slo1774 expid=slo1774
...@@ -2359,6 +2359,13 @@ cdo -remapycon,r360x180 ${OUTPATH}/gainYX_${varxy}_${expid}.nc ${OUTPATH}/gainYX ...@@ -2359,6 +2359,13 @@ cdo -remapycon,r360x180 ${OUTPATH}/gainYX_${varxy}_${expid}.nc ${OUTPATH}/gainYX
</details> </details>
<details><summary><b> Compare variance to power spectrum </b></summary>
&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; **Variance of temperature at 2m** &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; **Variance of 10m winds** \
<img src="uploads/5a798fd33dd0cb804980c8cb9c0751e1/image.png" alt="variance of 2m temperature and 10m winds at 1x1deg resolution" width="800" />
</details>
## Example notebooks for some scientific analysis from 2024 pre-hackathon ## Example notebooks for some scientific analysis from 2024 pre-hackathon
This was prepared for the 2024 hackathon (nextGEMS, EERIE, WarmWorld). Here's a [collection of examples](https://github.com/eerie-project/EERIE_hackathon_2023/blob/pre-joint-hackathon-2024/pre-joint-hackathon-2024/README.md) particularly for topics on mesoscale eddies and their impact on air-sea coupling, ocean state (physical and BGC) and atmospheric state. This was prepared for the 2024 hackathon (nextGEMS, EERIE, WarmWorld). Here's a [collection of examples](https://github.com/eerie-project/EERIE_hackathon_2023/blob/pre-joint-hackathon-2024/pre-joint-hackathon-2024/README.md) particularly for topics on mesoscale eddies and their impact on air-sea coupling, ocean state (physical and BGC) and atmospheric state.
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