Real-Time Contrail Monitoring and Mitigation Using CubeSat Constellations
Contrails, or condensation trails, left by aircraft, significantly contribute to global warming by trapping heat in the Earth’s atmosphere. Despite their critical role in climate dynamics, the environmental impact of contrails remains underexplored. This research addresses this gap by focusing on th...
Published in: | Atmosphere |
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Main Authors: | , , , |
Format: | Text |
Language: | English |
Published: |
Multidisciplinary Digital Publishing Institute
2024
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Subjects: | |
Online Access: | https://doi.org/10.3390/atmos15121543 |
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author | Nishanth Pushparaj Luis Cormier Chantal Cappelletti Vilius Portapas |
author_facet | Nishanth Pushparaj Luis Cormier Chantal Cappelletti Vilius Portapas |
author_sort | Nishanth Pushparaj |
collection | MDPI Open Access Publishing |
container_issue | 12 |
container_start_page | 1543 |
container_title | Atmosphere |
container_volume | 15 |
description | Contrails, or condensation trails, left by aircraft, significantly contribute to global warming by trapping heat in the Earth’s atmosphere. Despite their critical role in climate dynamics, the environmental impact of contrails remains underexplored. This research addresses this gap by focusing on the use of CubeSats for real-time contrail monitoring, specifically over major air routes such as the Europe–North Atlantic Corridor. The study proposes a 3 × 3 CubeSat constellation in highly eccentric orbits, designed to maximize coverage and data acquisition efficiency. Simulation results indicate that this configuration can provide nearly continuous monitoring with optimized satellite handovers, reducing blackout periods and ensuring robust multi-satellite visibility. A machine learning-based system integrating space-based humidity and temperature data to predict contrail formation and inform flight path adjustments is proposed, thereby mitigating environmental impact. The findings emphasize the potential of CubeSat constellations to revolutionize atmospheric monitoring practices, offering a cost-effective solution that aligns with global sustainability efforts, particularly the United Nations Sustainable Development Goal 13 (Climate Action). This research represents a significant step forward in understanding aviation’s non-CO2 climate impact and demonstrates the feasibility of real-time contrail mitigation through satellite technology. |
format | Text |
genre | North Atlantic |
genre_facet | North Atlantic |
geographic | Corridor The Corridor, The |
geographic_facet | Corridor The Corridor, The |
id | ftmdpi:oai:mdpi.com:/2073-4433/15/12/1543/ |
institution | Open Polar |
language | English |
long_lat | ENVELOPE(78.139,78.139,-68.582,-68.582) ENVELOPE(78.139,78.139,-68.582,-68.582) |
op_collection_id | ftmdpi |
op_coverage | agris |
op_doi | https://doi.org/10.3390/atmos15121543 |
op_relation | Air Quality https://dx.doi.org/10.3390/atmos15121543 |
op_rights | https://creativecommons.org/licenses/by/4.0/ |
op_source | Atmosphere Volume 15 Issue 12 Pages: 1543 |
publishDate | 2024 |
publisher | Multidisciplinary Digital Publishing Institute |
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spelling | ftmdpi:oai:mdpi.com:/2073-4433/15/12/1543/ 2025-01-16T23:40:54+00:00 Real-Time Contrail Monitoring and Mitigation Using CubeSat Constellations Nishanth Pushparaj Luis Cormier Chantal Cappelletti Vilius Portapas agris 2024-12-23 application/pdf https://doi.org/10.3390/atmos15121543 eng eng Multidisciplinary Digital Publishing Institute Air Quality https://dx.doi.org/10.3390/atmos15121543 https://creativecommons.org/licenses/by/4.0/ Atmosphere Volume 15 Issue 12 Pages: 1543 CubeSats contrails constellations environmental impact LEO Text 2024 ftmdpi https://doi.org/10.3390/atmos15121543 2024-12-31T01:19:28Z Contrails, or condensation trails, left by aircraft, significantly contribute to global warming by trapping heat in the Earth’s atmosphere. Despite their critical role in climate dynamics, the environmental impact of contrails remains underexplored. This research addresses this gap by focusing on the use of CubeSats for real-time contrail monitoring, specifically over major air routes such as the Europe–North Atlantic Corridor. The study proposes a 3 × 3 CubeSat constellation in highly eccentric orbits, designed to maximize coverage and data acquisition efficiency. Simulation results indicate that this configuration can provide nearly continuous monitoring with optimized satellite handovers, reducing blackout periods and ensuring robust multi-satellite visibility. A machine learning-based system integrating space-based humidity and temperature data to predict contrail formation and inform flight path adjustments is proposed, thereby mitigating environmental impact. The findings emphasize the potential of CubeSat constellations to revolutionize atmospheric monitoring practices, offering a cost-effective solution that aligns with global sustainability efforts, particularly the United Nations Sustainable Development Goal 13 (Climate Action). This research represents a significant step forward in understanding aviation’s non-CO2 climate impact and demonstrates the feasibility of real-time contrail mitigation through satellite technology. Text North Atlantic MDPI Open Access Publishing Corridor The ENVELOPE(78.139,78.139,-68.582,-68.582) Corridor, The ENVELOPE(78.139,78.139,-68.582,-68.582) Atmosphere 15 12 1543 |
spellingShingle | CubeSats contrails constellations environmental impact LEO Nishanth Pushparaj Luis Cormier Chantal Cappelletti Vilius Portapas Real-Time Contrail Monitoring and Mitigation Using CubeSat Constellations |
title | Real-Time Contrail Monitoring and Mitigation Using CubeSat Constellations |
title_full | Real-Time Contrail Monitoring and Mitigation Using CubeSat Constellations |
title_fullStr | Real-Time Contrail Monitoring and Mitigation Using CubeSat Constellations |
title_full_unstemmed | Real-Time Contrail Monitoring and Mitigation Using CubeSat Constellations |
title_short | Real-Time Contrail Monitoring and Mitigation Using CubeSat Constellations |
title_sort | real-time contrail monitoring and mitigation using cubesat constellations |
topic | CubeSats contrails constellations environmental impact LEO |
topic_facet | CubeSats contrails constellations environmental impact LEO |
url | https://doi.org/10.3390/atmos15121543 |