Índices de vegetación espectral y cadena de Markov para evaluar la pérdida de cobertura forestal en la Reserva Nacional Allpahuayo Mishana, en el período 2002-2021

Tiffany Valeria Cruz Cespedes; Solange Margot Gamboa Alvarez; Jessica Marleny Luján Rojas; Grant Ilich Llaque Fernández

doi:10.18687/LACCEI2022.1.1.290

Índices de vegetación espectral y cadena de Markov para evaluar la pérdida de cobertura forestal en la Reserva Nacional Allpahuayo Mishana, en el período 2002-2021

Translated title of the contribution: Spectral vegetation indices and Markov chain to evaluate the loss of forest cover in the Allpahuayo Mishana National Reserve, in the period 2002-2021

Tiffany Valeria Cruz Cespedes
, Solange Margot Gamboa Alvarez
, Jessica Marleny Luján Rojas
, Grant Ilich Llaque Fernández

Universidad Privada del Norte

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

The present study identifies the pattern of forest cover change in the period 2002-2021, using vegetation indices and Markov Chain in the Alpahuayo Mishana National Reserve, Loreto, Peru, to predict the behavior of land uses to the year 2030. The research was descriptive, with a non-experimental design. To do this, the vegetation index of Landsat 7 Enhanced thematic mapper plus (ETM+) and Landsat 8 Operational land images (OLI) were used to evaluate the loss of forest cover for the years 2002 and 2021. Likewise, the Markov chain allowed to predict forest cover by the year 2030. The forecast results reveal that bare soil, water bodies, dense forest cover, and sparse forest cover will increase by 1%, 2%, 8%, and 89%, respectively, in accordance with Marko v chain statistics. This indicates that the Allpahuayo Mishana National Reserve could experience deforestation and expansion of agricultural activities. Therefore, there is an increased need to integrate participatory approaches, develop activities for the protection and recovery of the Natural Reserves of the Peruvian Amazon based on current environmental legislation and policy. In conclusion, this research generates both methodological and technological contributions in the field of research.

Translated title of the contribution	Spectral vegetation indices and Markov chain to evaluate the loss of forest cover in the Allpahuayo Mishana National Reserve, in the period 2002-2021
Original language	Spanish
Title of host publication	20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology
Subtitle of host publication	"Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022
Editors	Maria M. Larrondo Petrie, Jose Texier, Andrea Pena, Jose Angel Sanchez Viloria
ISBN (Electronic)	9786289520705
DOIs	https://doi.org/10.18687/LACCEI2022.1.1.290
State	Published - 2022
Event	20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022 - Boca Raton, United States Duration: 18 Jul 2022 → 22 Jul 2022

Publication series

Name	Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology
Volume	2022-July
ISSN (Electronic)	2414-6390

Conference

Conference	20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022
Country/Territory	United States
City	Boca Raton
Period	18/07/22 → 22/07/22

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 15 Life on Land

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10.18687/LACCEI2022.1.1.290

Cite this

Cespedes, T. V. C., Alvarez, S. M. G., Rojas, J. M. L., & Fernández, G. I. L. (2022). Índices de vegetación espectral y cadena de Markov para evaluar la pérdida de cobertura forestal en la Reserva Nacional Allpahuayo Mishana, en el período 2002-2021. In M. M. Larrondo Petrie, J. Texier, A. Pena, & J. A. S. Viloria (Eds.), 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022 (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology; Vol. 2022-July). https://doi.org/10.18687/LACCEI2022.1.1.290

Cespedes, Tiffany Valeria Cruz ; Alvarez, Solange Margot Gamboa ; Rojas, Jessica Marleny Luján et al. / Índices de vegetación espectral y cadena de Markov para evaluar la pérdida de cobertura forestal en la Reserva Nacional Allpahuayo Mishana, en el período 2002-2021. 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022. editor / Maria M. Larrondo Petrie ; Jose Texier ; Andrea Pena ; Jose Angel Sanchez Viloria. 2022. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology).

@inproceedings{b450950b24964f53b7bb66f7af66257c,

title = "{\'I}ndices de vegetaci{\'o}n espectral y cadena de Markov para evaluar la p{\'e}rdida de cobertura forestal en la Reserva Nacional Allpahuayo Mishana, en el per{\'i}odo 2002-2021",

abstract = "The present study identifies the pattern of forest cover change in the period 2002-2021, using vegetation indices and Markov Chain in the Alpahuayo Mishana National Reserve, Loreto, Peru, to predict the behavior of land uses to the year 2030. The research was descriptive, with a non-experimental design. To do this, the vegetation index of Landsat 7 Enhanced thematic mapper plus (ETM+) and Landsat 8 Operational land images (OLI) were used to evaluate the loss of forest cover for the years 2002 and 2021. Likewise, the Markov chain allowed to predict forest cover by the year 2030. The forecast results reveal that bare soil, water bodies, dense forest cover, and sparse forest cover will increase by 1\%, 2\%, 8\%, and 89\%, respectively, in accordance with Marko v chain statistics. This indicates that the Allpahuayo Mishana National Reserve could experience deforestation and expansion of agricultural activities. Therefore, there is an increased need to integrate participatory approaches, develop activities for the protection and recovery of the Natural Reserves of the Peruvian Amazon based on current environmental legislation and policy. In conclusion, this research generates both methodological and technological contributions in the field of research.",

keywords = "Amazon, Forests, Land use, National Reserve",

author = "Cespedes, \{Tiffany Valeria Cruz\} and Alvarez, \{Solange Margot Gamboa\} and Rojas, \{Jessica Marleny Luj{\'a}n\} and Fern{\'a}ndez, \{Grant Ilich Llaque\}",

note = "Publisher Copyright: {\textcopyright} 2022 Latin American and Caribbean Consortium of Engineering Institutions. All rights reserved.; 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022 ; Conference date: 18-07-2022 Through 22-07-2022",

year = "2022",

doi = "10.18687/LACCEI2022.1.1.290",

language = "Espa{\~n}ol",

series = "Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology",

editor = "\{Larrondo Petrie\}, \{Maria M.\} and Jose Texier and Andrea Pena and Viloria, \{Jose Angel Sanchez\}",

booktitle = "20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology",

}

Cespedes, TVC, Alvarez, SMG, Rojas, JML & Fernández, GIL 2022, Índices de vegetación espectral y cadena de Markov para evaluar la pérdida de cobertura forestal en la Reserva Nacional Allpahuayo Mishana, en el período 2002-2021. in MM Larrondo Petrie, J Texier, A Pena & JAS Viloria (eds), 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022. Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology, vol. 2022-July, 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022, Boca Raton, United States, 18/07/22. https://doi.org/10.18687/LACCEI2022.1.1.290

Índices de vegetación espectral y cadena de Markov para evaluar la pérdida de cobertura forestal en la Reserva Nacional Allpahuayo Mishana, en el período 2002-2021. / Cespedes, Tiffany Valeria Cruz; Alvarez, Solange Margot Gamboa; Rojas, Jessica Marleny Luján et al.
20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022. ed. / Maria M. Larrondo Petrie; Jose Texier; Andrea Pena; Jose Angel Sanchez Viloria. 2022. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology; Vol. 2022-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Índices de vegetación espectral y cadena de Markov para evaluar la pérdida de cobertura forestal en la Reserva Nacional Allpahuayo Mishana, en el período 2002-2021

AU - Cespedes, Tiffany Valeria Cruz

AU - Alvarez, Solange Margot Gamboa

AU - Rojas, Jessica Marleny Luján

AU - Fernández, Grant Ilich Llaque

PY - 2022

Y1 - 2022

N2 - The present study identifies the pattern of forest cover change in the period 2002-2021, using vegetation indices and Markov Chain in the Alpahuayo Mishana National Reserve, Loreto, Peru, to predict the behavior of land uses to the year 2030. The research was descriptive, with a non-experimental design. To do this, the vegetation index of Landsat 7 Enhanced thematic mapper plus (ETM+) and Landsat 8 Operational land images (OLI) were used to evaluate the loss of forest cover for the years 2002 and 2021. Likewise, the Markov chain allowed to predict forest cover by the year 2030. The forecast results reveal that bare soil, water bodies, dense forest cover, and sparse forest cover will increase by 1%, 2%, 8%, and 89%, respectively, in accordance with Marko v chain statistics. This indicates that the Allpahuayo Mishana National Reserve could experience deforestation and expansion of agricultural activities. Therefore, there is an increased need to integrate participatory approaches, develop activities for the protection and recovery of the Natural Reserves of the Peruvian Amazon based on current environmental legislation and policy. In conclusion, this research generates both methodological and technological contributions in the field of research.

AB - The present study identifies the pattern of forest cover change in the period 2002-2021, using vegetation indices and Markov Chain in the Alpahuayo Mishana National Reserve, Loreto, Peru, to predict the behavior of land uses to the year 2030. The research was descriptive, with a non-experimental design. To do this, the vegetation index of Landsat 7 Enhanced thematic mapper plus (ETM+) and Landsat 8 Operational land images (OLI) were used to evaluate the loss of forest cover for the years 2002 and 2021. Likewise, the Markov chain allowed to predict forest cover by the year 2030. The forecast results reveal that bare soil, water bodies, dense forest cover, and sparse forest cover will increase by 1%, 2%, 8%, and 89%, respectively, in accordance with Marko v chain statistics. This indicates that the Allpahuayo Mishana National Reserve could experience deforestation and expansion of agricultural activities. Therefore, there is an increased need to integrate participatory approaches, develop activities for the protection and recovery of the Natural Reserves of the Peruvian Amazon based on current environmental legislation and policy. In conclusion, this research generates both methodological and technological contributions in the field of research.

KW - Amazon

KW - Forests

KW - Land use

KW - National Reserve

UR - https://www.scopus.com/pages/publications/85140006501

U2 - 10.18687/LACCEI2022.1.1.290

DO - 10.18687/LACCEI2022.1.1.290

M3 - Contribución a la conferencia

AN - SCOPUS:85140006501

T3 - Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology

BT - 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology

A2 - Larrondo Petrie, Maria M.

A2 - Texier, Jose

A2 - Pena, Andrea

A2 - Viloria, Jose Angel Sanchez

T2 - 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022

Y2 - 18 July 2022 through 22 July 2022

ER -

Cespedes TVC, Alvarez SMG, Rojas JML, Fernández GIL. Índices de vegetación espectral y cadena de Markov para evaluar la pérdida de cobertura forestal en la Reserva Nacional Allpahuayo Mishana, en el período 2002-2021. In Larrondo Petrie MM, Texier J, Pena A, Viloria JAS, editors, 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022. 2022. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology). doi: 10.18687/LACCEI2022.1.1.290

Índices de vegetación espectral y cadena de Markov para evaluar la pérdida de cobertura forestal en la Reserva Nacional Allpahuayo Mishana, en el período 2002-2021

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