Quiet Planet

The COVID-19 outbreak and the resulting social distancing recommendations and related restrictions have led to numerous short-term changes in economic and social activity around the world, all of which may have impacts on our environment. Your challenge is to use space-based data to document the local to global environmental changes caused by COVID-19 and the associated societal responses.

Icarus

Summary

Have you ever laid on your back and gazed up at the sky searching for a dolphin-shaped cloud or travelling along the endless skyways of an airplane's contrail?The past two months without flights are an unparalleled opportunity to look at the impact of commercial aviation on the environment.We focus on an empirical analysis of aerosol in the atmosphere with ESA data to draw a baseline for the aviation in view of a more sustainable World.

How We Addressed This Challenge

Whether natural or caused by human activity, clouds contribute to warm or cool Earth: either they reflect incoming sunlight, or trap heat from the surface in the atmosphere. Similarly, scientists were uncertain how contrails contributed to each of these effects.

The no-flight times that occurred due to the covid-19 is an unparalleled empirical setting, because it makes possible to compare time-based scenarios: through the lens of satellites we now can explore the atmosphere with and without the effects of more than 90,000 daily flights

We take now the opportunity to study and test the relationship between the presence of aerosol in the atmosphere, which is considered cause of global warming, and contrails generate by planes using satellite data from ESA Sentinel 3 Satellite S3A_OL_1_EFR Band 15 and  QGIS 3.12.3visualisations.

While we assume that contrails are only partially responsible for aerosol emissions, we look at the presence of aerosol at flight altitude over Northern Italy since the lock-down inception and benchmark it with previous years.

Our analysis shows that cruise-altitude aerosol range has halved over the area of research during the pandemic when compared with the same period in previous years (2016-2019). The timeframe considered is between 22nd March and 3rd May, which in 2020 represent total lockdown period in Italy. As we are aware that at this early stage research, cloud formations in our image collection may skew the data, we observe that the aerosol depth range recorded in the past years is constantly in the 0.24-0.36 units and above, while a recent observation shows a widespread aerosol thickness in the range of 0.12-0.24 units, over a full spectrum available to the Sentinel 3 product of 0.-0.6 units.

We believe that future research aimed at comparing the change in temperatureof that region in the same period, will provide novel insights about the relation between contrails and the temperatures at ground level. Scenario predictions of the impact of air passengers gradually returning to fly could be also designed and analysed.

Moreover, this study can be a baseline for the aviation industry that changes the metrics of their environmental impact and it could be replicated and expanded across industries and geographies.

After our observations, we can conclude that the Planet is taking a breath of fresh air with the hope that a and it will be the case in the future for a more in-depth measurement of land temperature along with aerosol.

Clarifying the impacts of contrails on the environment will help society to better address and better understand the causes of climate change, will help airlines to improve efficiency and sustainability and to create people awareness on this important issue.

How We Developed This Project

We decided to participate in the "Quiet Planet" challenge because of the great curiosity to explore the changing World around us. We want to contribute to a more sustainable development of our economy and society through the thoughtful use of technologies, satellite data is very useful for this purpose.

We worked together in a cohesive way with specific tasks, we encountered several difficulties, especially for data processing and data analysis not being data scientists. This was an incentive not to give up, to learn e and to get involved even more in this challenge!

Using satellite data coming from ESASentinel 3 via QGIS has been an amazingly steep learning curve!

We have gained knowledge and practical skills of satellite imagery applied to the measurement of economic impact on our Planet.

We are Icarus.

We love to fly high.

But these days we have learnt to fly wisely!

Project Demo

Here you can find our video: https://youtu.be/L6BpWNAM8hY

Data & Resources

Bedka, S. T., P. Minnis, D. P. Duda, T. L. Chee, and R. Palikonda. 2013. Properties of linear contrails in the Northern Hemisphere derived from 2006 Aqua MODIS observations. Geophysical Research Letters 40: 772–777, doi: 10.1029/2012GL054363

Duda, D. P., P. Minnis, K. Khlopenkov, T. L. Chee, and R. Boeke. 2013. Estimation of 2006 Northern Hemisphere contrail coverage using MODIS data. Geophysical Research Letters 40: 612–617, doi: 10.1002/grl.50097

NASA MODIS Level 1 and Atmosphere Archive and Distribution System (LAADS) DAAC. 2006, updated daily. MODIS/Aqua Calibrated Radiances 5-Min L1B Swath 1km

Spangenberg, D. A., P. Minnis., S. T. Bedka, R. Palikonda, D. P. Duda, and F. G. Rose. 2013. Contrail radiative forcing over the Northern Hemisphere from 2006 Aqua MODIS data. Geophysical Research Letters 40: 595–600, doi: 10.1002/grl.50168.

https://www.arpa.veneto.it/temi-ambientali/aria/file-e-allegati/documenti/altri-documenti/Relazione%20Scie%20chimiche.pdf

https://www.cleansky.eu/aviation-0

https://earthdata.nasa.gov/learn/sensing-our-planet/on-the-trail-of-contrails

https://www.nature.com/articles/418601a

https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/modis/

http://www.esa.int/Applications/Observing_the_Earth/Copernicus/Sentinel-3/Introducing_Sentinel-3

https://sentinel.esa.int/web/sentinel/technical-guides/sentinel-3-olci/level-2/aerosol-optical-thickness

https://plugins.qgis.org/plugins/tags/sentinel/

https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-3/overview

https://www.onda-dias.eu/

Tags
#Icarus #contrails #sustainability #clouds #aerosol #flights #airplane #globalwarming #noflightzone
Global Judging
This project was submitted for consideration during the Space Apps Global Judging process.