Hands-on-ICON-data-analysis-for-beginners.md

@@ -2379,6 +2379,21 @@ cdo -remapycon,r360x180 ${OUTPATH}/gainYX_${varxy}_${expid}.nc ${OUTPATH}/gainYX
 
 </details>
 
+<details><summary><b> Compare correlation to squared coherence and phase spectra </b></summary>
+
+&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; **Correlation of temperature at 2m & 10m wind speed**  \
+<img src="uploads/d82d91f8efa065f4e2cfcf499440b123/image.png" alt="correlation of 2m temperature & 10m winds at 1x1deg resolution" width="400" />
+
+**25-years timescale** \
+&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; **Squared coherence** &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; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; **Phase spectrum** \
+<img src="uploads/7426cc0a69e19fb65e1e3fc47b84ca15/image.png" alt="Squared coherence and phase spectrum of 2m temperature and 10m winds at 1x1deg resolution" width="800" />
+
+**6.67-years timescale** \
+&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; **Squared coherence** &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; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; **Phase spectrum** \
+<img src="uploads/ae31eac603c914c51fae2bda6604476e/image.png" alt="Squared coherence and phase spectrum of 2m temperature and 10m winds at 1x1deg resolution" width="800" />
+
+</details>
+
 ## 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.