Next Article in Journal
Remaining Useful Life Estimation of Cooling Units via Time-Frequency Health Indicators with Machine Learning
Next Article in Special Issue
Using Reinforcement Learning to Improve Airspace Structuring in an Urban Environment
Previous Article in Journal
Study on the Characteristics of Boundary Layer Flow under the Influence of Surface Microstructure
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Recognition of the Airspace Affected by the Presence of Volcanic Ash from Popocatepetl Volcano Using Historical Satellite Images

by
José Carlos Jiménez-Escalona
1,*,
José Luis Poom-Medina
2,
Julie Roberge
3,
Ramon S. Aparicio-García
1,
José Eduardo Avila-Razo
1,
Oliver Marcel Huerta-Chavez
1 and
Rodrigo Florencio Da Silva
1
1
Escuela Superior de Ingeniería Mecánica y Eléctrica, Instituto Politécnico Nacional, Av. Ticomán 600, Col. San José Ticomán, Mexico City 07340, Mexico
2
Physics Research Department, Universidad de Sonora, Rosales y Boulevard Luis Encinas S/N, Hermosillo 83000, Mexico
3
Escuela Superior de Ingeniería y Arquitectura, Instituto Politécnico Nacional, Av. Ticomán 600, Col. San José Ticomán, Mexico City 07340, Mexico
*
Author to whom correspondence should be addressed.
Aerospace 2022, 9(6), 308; https://doi.org/10.3390/aerospace9060308
Submission received: 30 March 2022 / Revised: 26 May 2022 / Accepted: 31 May 2022 / Published: 7 June 2022
(This article belongs to the Special Issue Application of Data Science to Aviation II)

Abstract

A volcanic eruption can produce large ash clouds in the atmosphere around a volcano, affecting commercial aviation use of the airspace around the volcano. Encountering these ash clouds can cause severe damage to different parts of the aircraft, mainly the engines. This work seeks to contribute to the development of methods for observing the dispersion of volcanic ash and to complement computational methods that are currently used for the prediction of ash dispersion. The method presented here is based on the frequency of occurrence of the regions of airspace areas affected by ash emission during a volcanic eruption. Popocatepetl volcano, 60 km east of Mexico City is taken as a case study. A temporal wind analysis was carried out at different atmospheric levels, to identify the direction towards which the wind disperses ash at different times of the year. This information showed two different trends, related to seasons in the direction of dispersion: the first from November to May and the second from July to September. To identify the ash cloud and estimate its area, a set of 920 MODIS images that recorded Popocatepetl volcanic activity between 2000 and 2021 was used. These satellite images were subjected to a semi-automatic, digital pre-processing of binarization by thresholds, according to the level of the brightness temperature difference between band 31 (11 µm) and band 32 (12 µm), followed by manual evaluation of each binarized image. With the information obtained by the processing of the MODIS image, an information table was built with the geographical position of each pixel characterized by the presence of ash for each event. With these data, the areas around Popocatepetl volcano with the highest frequency of affectation by ash emissions were identified during the period analyzed. This study seeks to complement the results obtained by numerical models that make forecasts of ash dispersions and that are very important for the prevention of air navigation risks.
Keywords: volcanic monitoring; satellite images; aviation risk; hazard mitigation; air navigation volcanic monitoring; satellite images; aviation risk; hazard mitigation; air navigation

Share and Cite

MDPI and ACS Style

Jiménez-Escalona, J.C.; Poom-Medina, J.L.; Roberge, J.; Aparicio-García, R.S.; Avila-Razo, J.E.; Huerta-Chavez, O.M.; Da Silva, R.F. Recognition of the Airspace Affected by the Presence of Volcanic Ash from Popocatepetl Volcano Using Historical Satellite Images. Aerospace 2022, 9, 308. https://doi.org/10.3390/aerospace9060308

AMA Style

Jiménez-Escalona JC, Poom-Medina JL, Roberge J, Aparicio-García RS, Avila-Razo JE, Huerta-Chavez OM, Da Silva RF. Recognition of the Airspace Affected by the Presence of Volcanic Ash from Popocatepetl Volcano Using Historical Satellite Images. Aerospace. 2022; 9(6):308. https://doi.org/10.3390/aerospace9060308

Chicago/Turabian Style

Jiménez-Escalona, José Carlos, José Luis Poom-Medina, Julie Roberge, Ramon S. Aparicio-García, José Eduardo Avila-Razo, Oliver Marcel Huerta-Chavez, and Rodrigo Florencio Da Silva. 2022. "Recognition of the Airspace Affected by the Presence of Volcanic Ash from Popocatepetl Volcano Using Historical Satellite Images" Aerospace 9, no. 6: 308. https://doi.org/10.3390/aerospace9060308

APA Style

Jiménez-Escalona, J. C., Poom-Medina, J. L., Roberge, J., Aparicio-García, R. S., Avila-Razo, J. E., Huerta-Chavez, O. M., & Da Silva, R. F. (2022). Recognition of the Airspace Affected by the Presence of Volcanic Ash from Popocatepetl Volcano Using Historical Satellite Images. Aerospace, 9(6), 308. https://doi.org/10.3390/aerospace9060308

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop