environment-impact-assessment-of-aircraft-contrails

ML4Earth Project

https://github.com/jonahkayizzi/environment-impact-assessment-of-aircraft-contrails

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
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codemeta.json file
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.zenodo.json file
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (6.1%) to scientific vocabulary

Last synced: 6 months ago · JSON representation ·

Repository

ML4Earth Project

Basic Info

Host: GitHub
Owner: JonahKayizzi
License: mit
Language: Jupyter Notebook
Default Branch: main
Size: 12.8 MB

Statistics

Stars: 2
Watchers: 1
Forks: 0
Open Issues: 14
Releases: 0

Created about 1 year ago · Last pushed 10 months ago

Metadata Files

Readme License Citation

README.md

## Humidity Inference for Enhanced Contrail Prediction Over African Airspace

This repository examines the relationship between contrail radiative forcing and environmental factors using synthetic flight data, aiming to improve contrail prediction models in regions with poor satellite coverage through machine learning techniques.

[![PyContrails](https://img.shields.io/badge/PyContrails-00A1D6?logo=python&logoColor=white)](https://pycontrails.readthedocs.io/) [![Cartopy](https://img.shields.io/badge/Cartopy-F9AB00?logo=map&logoColor=white)](https://scitools.org.uk/cartopy/) [![Seaborn](https://img.shields.io/badge/Seaborn-20BEFF?logo=python&logoColor=white)](https://seaborn.pydata.org/)

●• Authors


Baimam Boukar Jean Jacques	Alice Mugengano	Jonathan Kayizzi
Carnegie Mellon University Africa	Carnegie Mellon University Africa	Carnegie Mellon University Africa
bbaimamb@andrew.cmu.edu	amugengano@andrew.cmu.edu	jkayizzi@andrew.cmu.edu

●• Dataset Description

DATASET PROCESSING

●• Methodology

METHOD

●• Reproduction Steps

●• Cite This Work

```bibtex @software{boukaretal2025, author = {Baimam Boukar Jean Jacques and Alice Mugengano and Jonathan Kayizzi}, month = May, title = {{Analyzing Contrail Radiative Forcing and Environmental Factors Using Synthetic Flight Data}}, url = {https://github.com/baimamboukar/contrail-environmental-impact}, version = {1.0}, year = {2025} }

Owner

Name: Jonathan Kayizzi
Login: JonahKayizzi
Kind: user
Location: Kampala
Company: Full-Stack Engineer

Website: https://jonahkayizzi.netlify.app/
Twitter: JonahKayizzi
Repositories: 70
Profile: https://github.com/JonahKayizzi

Full-Stack Web Engineer | Javascript, Ruby on Rails, React/Redux, PHP, Java | Computer Engineer with a passion for innovation looking up to the next opportunity

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: "Boukar"
    given-names: "Baimam Jean Jacques"
    email: "bbaimamb@andrew.cmu.edu"
    affiliation: "Carnegie Mellon University Africa"
  - family-names: "Mugengano"
    given-names: "Alice"
    email: "amugengano@andrew.cmu.edu"
    affiliation: "Carnegie Mellon University Africa"
  - family-names: "Kayizzi"
    given-names: "Jonathan"
    email: "jkayizzi@andrew.cmu.edu"
    affiliation: "Carnegie Mellon University Africa"
title: "Humidity Inference with Geographic Features and Machine Learning for Enhanced Contrail Prediction for African Airspace"
version: 1.0
date-released: "2025-04-30"
url: "https://github.com/JonahKayizzi/Environment-Impact-Assessment-of-Aircraft-Contrails"

GitHub Events

Total

Issues event: 17
Watch event: 1
Member event: 1
Push event: 11
Public event: 1

Last Year

Issues event: 17
Watch event: 1
Member event: 1
Push event: 11
Public event: 1

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