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Article

Multispectral and Thermal Imaging for Assessing Tequila Vinasse Evaporation: Unmanned Aerial Vehicles and Satellite-Based Observations

by
Jesús Gabriel Rangel-Peraza
1,*,
Sergio Alberto Monjardin-Armenta
2,
Osiris Chávez-Martínez
2 and
José de Anda
3,*
1
División de Estudios de Posgrado e Investigación, Tecnológico Nacional de México/Instituto Tecnológico de Culiacán, Juan de Dios Batíz 310. Col. Guadalupe, Culiacán 80220, Mexico
2
Facultad de Ciencias de la Tierra y el Espacio, Universidad Autónoma de Sinaloa, Circuito Interior Oriente SN, Cd Universitaria, Culiacán 80040, Mexico
3
Unidad de Tecnología Ambiental, Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco A. C., Avenida Normalistas 800, Guadalajara 44270, Mexico
*
Authors to whom correspondence should be addressed.
Processes 2025, 13(7), 2281; https://doi.org/10.3390/pr13072281
Submission received: 4 June 2025 / Revised: 5 July 2025 / Accepted: 16 July 2025 / Published: 17 July 2025

Abstract

This work aims to assess the droplets produced by a novel evaporation process, proposed as an alternative for managing tequila vinasses, using a spectral camera with three spectral bands and a thermal camera mounted on an unmanned aerial vehicle (UAV). High-resolution satellite images with seven spectral bands complemented this characterization. The spectral characterization was conducted by comparing three experimental conditions: the background of the study area without droplets, the droplets generated from purified water, and the droplets produced from tequila vinasses. Two monitoring campaigns, conducted in November 2024 and January 2025, revealed that the tequila vinasse droplets exhibited a maximum influence radius of 16 m, primarily regulated by wind speed conditions (6–16 km/h). Thermal analysis identified the droplet plume as a zone with a lower temperature, creating a thermal contrast of up to 6.6 °C against the average background temperature of 36.6 °C. No significant difference was observed in the influence radius between the droplets generated from vinasse and those from potable water. Spectral analysis of the UAV and satellite images showed significant (p < 0.05) differences in reflectance when the droplets were present (e.g., the coastal blue band increased from an average of 14.43 to 95.59 when vinasse droplets were present). This suggests that the presence of chemical compounds altered light absorption and reflection. However, the instrument’s sensitivity limited the detection of organic compounds at concentrations below its detection limit. The monitoring data presented in this manuscript is crucial for developing strategies to mitigate the potential environmental impacts of the droplets emitted by this novel process.
Keywords: wastewater evaporation system; organic compounds dispersion; droplet spectral signature analysis; UAV remote sensing; PlanetScope imagery; tequila vinasses wastewater evaporation system; organic compounds dispersion; droplet spectral signature analysis; UAV remote sensing; PlanetScope imagery; tequila vinasses

Share and Cite

MDPI and ACS Style

Rangel-Peraza, J.G.; Monjardin-Armenta, S.A.; Chávez-Martínez, O.; de Anda, J. Multispectral and Thermal Imaging for Assessing Tequila Vinasse Evaporation: Unmanned Aerial Vehicles and Satellite-Based Observations. Processes 2025, 13, 2281. https://doi.org/10.3390/pr13072281

AMA Style

Rangel-Peraza JG, Monjardin-Armenta SA, Chávez-Martínez O, de Anda J. Multispectral and Thermal Imaging for Assessing Tequila Vinasse Evaporation: Unmanned Aerial Vehicles and Satellite-Based Observations. Processes. 2025; 13(7):2281. https://doi.org/10.3390/pr13072281

Chicago/Turabian Style

Rangel-Peraza, Jesús Gabriel, Sergio Alberto Monjardin-Armenta, Osiris Chávez-Martínez, and José de Anda. 2025. "Multispectral and Thermal Imaging for Assessing Tequila Vinasse Evaporation: Unmanned Aerial Vehicles and Satellite-Based Observations" Processes 13, no. 7: 2281. https://doi.org/10.3390/pr13072281

APA Style

Rangel-Peraza, J. G., Monjardin-Armenta, S. A., Chávez-Martínez, O., & de Anda, J. (2025). Multispectral and Thermal Imaging for Assessing Tequila Vinasse Evaporation: Unmanned Aerial Vehicles and Satellite-Based Observations. Processes, 13(7), 2281. https://doi.org/10.3390/pr13072281

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