Table · dataset · 2024
Post-processed data and scripts for "Ocean eddies lower the global-mean, maximum intensity of tropical cyclones in a one-year global, coupled simulation"
Listed in Edmond
This dataset contains the post-processed data and the python scripts used to obtain the post-processed data and generate the plots for "Ocean eddies lower the global-mean, maximum intensity of tropical cyclones in a one-year global, coupled simulation (submitted for publication)".
Description
The dataset is subdivided into five folders: Modules, TC_tracking, Eddy_identification, Postprocessed_data and Plots. Modules contains .py files with various functions that are imported in the other python scripts.
TC_tracking contains three scripts: search_for_candidate_points.py, stitching_tracks.ipynb and Along_track_diagnostics.py. The first two are used to obtain the tropical cyclone tracks. The latter is required to compute additional diagnostics along the TC tracks, including sea-surface cooling and surface latent heat flux.
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Eddy_identification contains two files: calc_Okubo_Weiss_param.ipynb and Eddy_algorithm.py. The former derives the Okubo-Weiss parameter from raw ICON output and is required for the latter script, which identifies ocean eddies at a given snapshot in time. Postprocessed_data contains four subfolders: 1h_candidate_TCpoints, 1h_eddy_data, 1h_tracks and 1h_track diagnostics.
As their names suggest, the candidate tropical cyclone points for the tracking algorithm are stored in h_candidate_TCpoints as csv files. The resulting 56 tracks are stored in 1h_tracks and the additional diagnostics, such as sea-surface cooling, are located in 1h_track_diagnostics as csv files. In 1h_eddy_data, there is a .npy file with the eddy data for each of the 56 tropical cyclones.
Finally, Plots contains three scripts. TC_statistics.ipynb generates the global map of tropical cyclone tracks and the monthly TC-frequency plot in Figure 1. The plot for Figure 2 is generated using the script, eddy_TC_statistics.ipynb.
Figure S2 in the supplementary materials section is created with TC_eddy_example_plot.ipynb.
Links
Where it is published
- Dataverse dataset page edmond.mpg.de/dataset.xhtml?persistentId=doi%3A10.17617%2F3.D5WHQN ↗
landing page · from edmond mpdl mpg de
- DOI doi.org/10.17617/3.d5whqn ↗
DOI / persistent id · from edmond mpdl mpg de
Catalogue records · 1
- Dataverse API edmond.mpg.de/api/datasets/:persistentId/?persistentId=doi%3A10.17617%2F3.D5… ↗
metadata API · from edmond mpdl mpg de
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Materials Science · Medicine & Health · Ocean & Atmospheric Science · Physics · Social Science
- Inferred from text
- Climate change science 69% · Simulation 75%
Provenance · 2 source records, 21 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Edmond | doi:10.17617/3.D5WHQN | 10 d ago | JSON v1 |
| Edmond | doi:10.17617/3.D5WHQN | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
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| concepts[field].local:field:computer-science-ai | mapping · edmond mpg de | connector:edmond_mpg_de@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · edmond mpg de | connector:edmond_mpg_de@1.0.0 | /subjects |
| concepts[field].local:field:economics-finance | mapping · edmond mpg de | connector:edmond_mpg_de@1.0.0 | /subjects |
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| concepts[field].local:field:humanities | mapping · edmond mpg de | connector:edmond_mpg_de@1.0.0 | /subjects |
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| concepts[field].local:field:ocean-atmospheric | mapping · edmond mpg de | connector:edmond_mpg_de@1.0.0 | /subjects |
| concepts[field].local:field:physics | mapping · edmond mpg de | connector:edmond_mpg_de@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · edmond mpg de | connector:edmond_mpg_de@1.0.0 | /subjects |
| concepts[method].local:method:simulation | enrichment · edmond mpdl mpg de | keyword-concept-rules@1.0.0 | title+description (75%) |
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| description | source · edmond mpdl mpg de | connector:edmond_mpdl_mpg_de@1.0.0 | /description |
| publication_date | source · edmond mpdl mpg de | connector:edmond_mpdl_mpg_de@1.0.0 | |
| title | source · edmond mpdl mpg de | connector:edmond_mpdl_mpg_de@1.0.0 | /name |
| updated_date | source · edmond mpdl mpg de | connector:edmond_mpdl_mpg_de@1.0.0 | |
| version_label | source · edmond mpdl mpg de | connector:edmond_mpdl_mpg_de@1.0.0 |