pm25_atmosphere_analysis_2023
Collection of code used for Sonoma County PM2.5 manuscript.
Science Score: 67.0%
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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 2 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (10.3%) to scientific vocabulary
Repository
Collection of code used for Sonoma County PM2.5 manuscript.
Basic Info
- Host: GitHub
- Owner: rrbuchholz
- License: apache-2.0
- Language: Jupyter Notebook
- Default Branch: main
- Size: 657 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 3
Metadata Files
README.md
pm25atmosphereanalysis_2023
Code repository for: Air Quality Monitoring and the Safety of Farmworkers in Wildfire Mandatory Evacuation Zones.
Code developed for this project includes algorithms to download PM2.5 data from the AirNow Sebastopol Station, download PurpleAir Sonoma County PM2.5 , correct and aggregate PurpleAir 2-minute data into hourly averages, plot time series and diel cycles.
To cite this codebase, please use: * Buchholz, R. R.: Code repository for: Examining the Effectiveness of Air Quality Monitoring for Agricultural Workers During Extreme Wildfires Events. Zenodo v1.0.0, https://doi.org/10.5281/zenodo.8253550, https://github.com/rrbuchholz/pm25atmosphereanalysis_2023 (2023).
Latest version: 
Methodology
Data processing and analysis is broken up into several Jupyter notebooks.
| Name | description | notebook | |---------:|:------------|:----:| | Process AirNow | Downloads AirNow station data from Sebastopol station, writes hourly data to csv, processes daily data, converts to AQI values, writes csv files, plots for consistency check. | collectandprocessAirNowAPI.ipynb | | Download PurpleAir meta | Downloads Purple Air metadata from https://api.purpleair.com to collect a list of all stations within a region bounded by latitude and longitude ranges. | collectPurpleAirmeta.ipynb | | Download PurpleAir 2 min | Downloads Purple Air measurements of raw 2-minute PM2.5 data from the thingspeak API, https://api.thingspeak.com (now redundant), creates hourly averages (with 90% or more data coverage) and saves csv files. | collectPurpleAirrawdata_thingspeak.ipynb | | Process PurpleAir hourly | Perform QA/QC and apply EPA smoke correction and also calculate PM2.5 AQI values. Write out csv with new values added. | processPurpleAirrawdata.ipynb | | Process PurpleAir daily | Process daily PM2.5 from hourly data and write a combined file for Sonoma County. Write a file for concentrations and a file for PM2.5 AQI. | processPurpleAirdaily_wfilter.ipynb | | Plot comparisons | Timeseries of daily averages and diel cycles in different regions. | plotPAAirNow-90perc.ipynb |
Owner
- Name: R Buchholz
- Login: rrbuchholz
- Kind: user
- Location: Boulder, Colorado
- Repositories: 1
- Profile: https://github.com/rrbuchholz
Citation (CITATION.cff)
cff-version: 0.1.0
message: "If you use this software, please cite it as below."
authors:
- family-names: Buchholz
given-names: Rebecca
orcid: "https://orcid.org/0000-0001-8124-2455"
title: "rrbuchholz/pm25_atmosphere_analysis_2023: DOI setup for Sonoma County PM2.5 analysis"
version: v0.1.0
date-released: 2023-08-16
GitHub Events
Total
Last Year
Committers
Last synced: about 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| R Buchholz | r****z | 29 |
| Rebecca Buchholz | b****z@a****t | 6 |
| Rebecca Buchholz | b****z@a****l | 2 |
| Alex Ioannidis | a****n@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: about 1 year ago
All Time
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- Total pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: about 5 hours
- Total issue authors: 0
- Total pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 1.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Past Year
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- Pull requests: 0
- Average time to close issues: N/A
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- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
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Top Authors
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- slint (1)