https://github.com/zxdawn/s5p-lno2-notebook

Some notebooks for [S5P-LNO2](https://github.com/zxdawn/S5P-LNO2).
https://github.com/zxdawn/s5p-lno2-notebook

lightning no2 tropomi

Last synced: 2 months ago
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Some notebooks for [S5P-LNO2](https://github.com/zxdawn/S5P-LNO2).

• Host: GitHub
• URL: https://github.com/zxdawn/s5p-lno2-notebook
• Owner: zxdawn
• License: gpl-3.0
• Created: 2021-12-21T16:49:58.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-03-16T05:55:39.000Z (about 2 years ago)
• Last Synced: 2024-12-28T14:48:18.751Z (4 months ago)
• Topics: lightning, no2, tropomi
• Language: Jupyter Notebook
• Homepage:
• Size: 68.8 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# S5P-LNO2-Notebook

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7549879.svg)](https://doi.org/10.5281/zenodo.7549879)

Some notebooks for [S5P-LNO2](https://github.com/zxdawn/S5P-LNO2).

## Figures and tables in peer-reviewed papers

### ES&T paper

Zhang et al., [**Spaceborne observations of lightning NO2 in the Arctic**](https://doi.org/10.1021/acs.est.2c07988), *Environ. Sci. Technol.*

Input data are all saved in the zenodo Dataset called [Dataset for "Spaceborne observations of lightning NO2 in the Arctic"](https://doi.org/10.5281/zenodo.7528871). [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7528872.svg)](https://doi.org/10.5281/zenodo.7528872)

Users can download the compressed file, extract it in the root directory, and rename to `data`. Then, all the Jupyter Notebooks should work well.

- workflow.ipynb

    - Overview of the process for selecting lightning NO2 pixels from TROPOMI (Fig. 1 and Fig. S4)

- lightning_distribution.ipynb

    - Lightning distribution recorded by OTD and GLD360 (Fig. 2 and S2)

    - Time series of Arctic lightning rates (Fig. S7)

    - Time series of Arctic CAPE and AOD (Fig. S8)

    - GLD360 stroke counts, LNO2 emissions, and mean CAPE (Table S1)

- nox_emission.ipynb

    - Lightning and anthropogenic NO2 column densities (Fig. 3)

    - Lightning and anthropogenic NOx emissions (Fig. 6)

- lightning_no2_production.ipynb

    - Distribution of lightning and lightning NO2 productions (Fig. 4)

    - Relationship between production and stroke rate over different regions (Fig. 5)

    - Top 10 lightning NO2 production efficiencies (Table S3)

- lnox_profile_fit.ipynb

    - Fit Gaussian distributions to lightning NOx profiles (Fig. S1)

- large_lnox.ipynb

    - Case of the largest lightning NO2 column (Fig. S5)

- cloud_pressure.ipynb

  - Histogram of TROPOMI cloud pressure and tropopause pressure (Fig. S3)

- no2_above_cloud.ipynb

  - Histograms of TROPOMI cloud pressure and above-cloud NO2 column (Fig. S6)

- no2_lifetime.ipynb

    - Lightning NO2 lifetime estimation (Table S2)

- pe_uncertainty.ipynb

    - Uncertainty of estimated lightning NO2 production efficiency (Table S4)

## Other useful notebooks

- TM5_LNO2.ipynb

  - Check whether lightning NO2 is included in TM5 a priori profile

- bAMF_pressure.ipynb

  - Detailed of calculation of box-AMF

- cluster_stroke_to_flash.ipynb

  - Cluster lightning strokes to flashes

- lightning_in_swaths.ipynb

  - Method of checking the number of lightning points within TROPOMI swath