soundings_circbrazil
Radiosoundings of the CircBrazil campaign (SO284) 🎈
Science Score: 67.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 5 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
â—‹Committers with academic emails
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â—‹Institutional organization owner
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â—‹JOSS paper metadata
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â—‹Scientific vocabulary similarity
Low similarity (11.8%) to scientific vocabulary
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Repository
Radiosoundings of the CircBrazil campaign (SO284) 🎈
Basic Info
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Topics
Metadata Files
README.md
Radiosoundings of CircBrazil campaign
This repository contains references to the radiosoundings and their post-processing steps of the cruise Tropical Atlantic Circulation and Climate: Mooring Rescue or short CircBrazil. This cruise undertaken on RV Sonne has the identifier SO284.
The cruise started June 27, 2021 in Emden, Germany and ended August 16, 2021 in Emden, Germany.
Further general information about the cruise can be found in the cruise report
Dataset
Overview about sounding positions
The dataset contains three processing levels:
|Processing level | Description | Usage examples | | --- | --- | --- | | 0 | mwx sounding files as delivered by Vaisalas sounding software | Checking specific setup of sounding station, Archival of data | | 1 | Level 0 data converted to netCDF4 | Analysis of single soundings for the most accurate measurements possible | | 2 | Level 1 data interpolated to a vertical grid | Analysis of entire campaign or comparison with other observations or simulations |
Reprocessing
By running reproduce.sh the level 1 and level 2 data can be reproduced. Output units, variable names, and global attributes
can be setup with the yaml files in the config folder.
To release a new version of the dataset, please make sure to adjust the DOI in config/level1.yaml and config/level2.yaml.
DOI can be reserved before publishing at most DOI providers, e.g. at zenodo.org by creating a new record/version.
Minimal example
Level2 data overview
Note: the following example downloads the data directly from zenodo. It might therefore take some time to execute the first time.
```python import xarray as xr import fsspec import numpy as np import matplotlib.pyplot as plt
m = fsspec.open("zip://data/level2/CircBrazilSonnesoundingslevel2v1.0.0.nc::simplecache::https://zenodo.org/api/files/48e1380e-eb65-47fe-8642-c38430495efd/data.zip")
layout = {'dz': {'vmin':-10, 'vmax':10, 'cmap':'RdBu'}}
fig, axs = plt.subplots(4,4,figsize=(17,12),sharex=True, sharey=True)
with m as f:
ds = xr.opendataset(f)
ds = ds.sortby("launchtime")
varstoplot = [var for var in ds.datavars if ds[var].dims == ('sounding', 'alt')]
for v, var in enumerate(ds[varstoplot].datavars):
args=layout.get(var, {})
ds.assigncoords({'sounding': np.arange(ds.dims['sounding'])})[var].plot(x='sounding', **args, ax=axs.flatten()[v])
plt.tightlayout()
plt.savefig("Level2Overview.png", bboxinches="tight")
```
Owner
- Name: Hauke Schulz
- Login: observingClouds
- Kind: user
- Location: Seattle
- Website: observingclouds.github.io
- Twitter: meteo_hauke
- Repositories: 15
- Profile: https://github.com/observingClouds
Climate scientist
Citation (CITATION.CFF)
cff-version: 1.2.0
title: Sounding data of SO284
message: >-
If you use this dataset, please cite it using the
metadata from this file.
type: dataset
authors:
- given-names: Hauke
family-names: Schulz
email: haschulz@uw.edu
- given-names: Henning
family-names: Franke
- given-names: Ilaria
family-names: Quaglia
- given-names: Katharina
family-names: Stolla
- given-names: Ronny
family-names: Engelmann
- given-names: Jonas
family-names: Lehmke
- given-names: Thomas
family-names: Ruhtz
- given-names: Annett
family-names: Skupin
- given-names: Julia
family-names: Windmiller
identifiers:
- type: doi
value: 10.5281/zenodo.7051674
repository-code: >-
https://github.com/observingClouds/soundings_circbrazil
abstract: >-
Radiosonde data from the RV Sonne cruise SO284:
Tropical Atlantic Circulation and Climate: Mooring
Rescue (27 June 2021 - 16 August 2021)
version: v1.0.0
date-released: '2022-11-05'
GitHub Events
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Last synced: 9 months ago
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Top Authors
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- observingClouds (3)