noaaplotter
python module to make fancy plots for weather data provided by NOAA
Science Score: 44.0%
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○Scientific vocabulary similarity
Low similarity (9.5%) to scientific vocabulary
Repository
python module to make fancy plots for weather data provided by NOAA
Basic Info
- Host: GitHub
- Owner: initze
- Language: Python
- Default Branch: master
- Size: 6.81 MB
Statistics
- Stars: 13
- Watchers: 1
- Forks: 4
- Open Issues: 12
- Releases: 11
Metadata Files
README.md
noaaplotter
A python package to create fancy plots with NOAA weather data.
Install
Recommended conda install
I recommend to use a fresh conda environment
conda create -n noaaplotter python pip
activate conda environment
conda activate noaaplotter
pip install noaaplotter and dependencies
pip install git+https://github.com/initze/noaaplotter.git
Requirements
- matplotlib
- numpy
- pandas
- python
- requests
- joblib
- tqdm
- geemap
Examples
Download data
Option 1 NOAA Daily Summaries: Download via script
Download daily summaries (temperature + precipitation) from Kotzebue (or other station) from 1970-01-01 until 2021-12-31 * NOAA API Token is required: https://www.ncdc.noaa.gov/cdo-web/token
download_data.py -o ./data/kotzebue.csv -sid USW00026616 -start 1970-01-01 -end 2021-12-31 -t <NOAA API Token>
#### Option 2 NOAA Daily Summaries: Download via browser CSV files of "daily summaries" ("https://www.ncdc.noaa.gov/cdo-web/search") * Values: metric * File types: csv
#### Option 3 ERA5 Daily: Download via script Download daily summaries (temperature + precipitation) from Potsdam (13.05°E, 52.4°N) from 1980-01-01 until 2021-12-31 * Google Earthengine account is required * Caution: full dataset may take a few minutes
download_data_ERA5.py -o ./data/potsdam_ERA5.csv -start 1980-01-01 -end 2021-12-31 -lat 52.4 -lon 13.05
Daily Mean Temperature and Precipitation values vs. Climate
Entire year 1 January until 31 December (e.g. 1992)
plot_daily.py -infile data/kotzebue.csv -start 1992-01-01 -end 1992-12-31 -t_range -45 25 -p_range 50 -plot
Monthly aggregates
Absolute values
Temperature:
plot_monthly.py -infile data/data2.csv -start 1980-01-01 -end 2021-08-31 -type Temperature -trail 12 -save_plot figures/kotzebue_monthly_temperature_anomaly.png -plot
Precipitation:
plot_monthly.py -infile data/data2.csv -start 1980-01-01 -end 2021-08-31 -type Precipitation -trail 12 -save_plot figures/kotzebue_monthly_precipitation.png -anomaly -plot
Anomalies/Departures from Climate (1981-2010)
Temperature:
plot_monthly.py -infile data/data2.csv -start 1980-01-01 -end 2021-08-31 -type Temperature -trail 12 -save_plot figures/kotzebue_monthly_temperature_anomaly.png -anomaly -plot
Precipitation:
plot_monthly.py -infile data/data2.csv -start 1980-01-01 -end 2021-08-31 -type Precipitation -trail 12 -save_plot figures/kotzebue_monthly_precipitation_anomaly.png -anomaly -plot
Owner
- Login: initze
- Kind: user
- Location: Potsdam, Germany
- Company: Alfred Wegener Institute
- Twitter: i_nitze
- Repositories: 27
- Profile: https://github.com/initze
Remote Sensing Scientist, Polar Researcher
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use this software, please cite it as below." authors: - family-names: "Nitze" given-names: "Ingmar" orcid: "https://orcid.org/0000-0002-1165-6852" title: "noaaplotter" version: 0.5.1 doi: 10.5281/zenodo.7753462 date-released: 2023-03-20 url: "https://github.com/initze/noaaplotter"
GitHub Events
Total
- Create event: 8
- Issues event: 2
- Release event: 3
- Watch event: 2
- Delete event: 6
- Push event: 11
- Pull request event: 8
Last Year
- Create event: 8
- Issues event: 2
- Release event: 3
- Watch event: 2
- Delete event: 6
- Push event: 11
- Pull request event: 8