Impact of Agricultural Production on Climate Change in South America: Comparative Analysis Between 1990 and 2020

Carlos Miguel Aizaga Ruiz; Rafael Melgarejo-Heredia

doi:10.1007/978-3-031-76604-6_8

Impact of Agricultural Production on Climate Change in South America: Comparative Analysis Between 1990 and 2020

Carlos Miguel Aizaga Ruiz, Rafael Melgarejo-Heredia

Pontificia Universidad Católica del Ecuador

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

Resumen

This article comprehensively addresses the relationship between agricultural production and climate change in the South American region. Through a documentary study with quantitative approach and, historical data are analyzed to assess the impact of greenhouse gas emissions in agriculture and their consequent influence on climate. Correlation, principal component analysis and clustering techniques are used to identify significant patterns and trends. The results obtained provide valuable information on the dynamics of agricultural production and its relationship with climate change, highlighting the importance of adopting sustainable practices to mitigate adverse effects on the environment.

Idioma original	Inglés
Título de la publicación alojada	Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings
Editores	Ruber Hernández-García, Ricardo J. Barrientos, Sergio A. Velastin
Editorial	Springer Science and Business Media Deutschland GmbH
Páginas	104-119
Número de páginas	16
ISBN (versión impresa)	9783031766039
DOI	https://doi.org/10.1007/978-3-031-76604-6_8
Estado	Publicada - 2025
Evento	27th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2024 - Talca, Chile Duración: 26 nov. 2024 → 29 nov. 2024

Serie de la publicación

Nombre	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen	15369 LNCS
ISSN (versión impresa)	0302-9743
ISSN (versión digital)	1611-3349

Conferencia

Conferencia	27th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2024
País/Territorio	Chile
Ciudad	Talca
Período	26/11/24 → 29/11/24

Nota bibliográfica

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

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10.1007/978-3-031-76604-6_8

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Ruiz, C. M. A., & Melgarejo-Heredia, R. (2025). Impact of Agricultural Production on Climate Change in South America: Comparative Analysis Between 1990 and 2020. En R. Hernández-García, R. J. Barrientos, & S. A. Velastin (Eds.), Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings (pp. 104-119). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 15369 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-76604-6_8

Ruiz, Carlos Miguel Aizaga ; Melgarejo-Heredia, Rafael. / Impact of Agricultural Production on Climate Change in South America : Comparative Analysis Between 1990 and 2020. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. editor / Ruber Hernández-García ; Ricardo J. Barrientos ; Sergio A. Velastin. Springer Science and Business Media Deutschland GmbH, 2025. pp. 104-119 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Impact of Agricultural Production on Climate Change in South America: Comparative Analysis Between 1990 and 2020",

abstract = "This article comprehensively addresses the relationship between agricultural production and climate change in the South American region. Through a documentary study with quantitative approach and, historical data are analyzed to assess the impact of greenhouse gas emissions in agriculture and their consequent influence on climate. Correlation, principal component analysis and clustering techniques are used to identify significant patterns and trends. The results obtained provide valuable information on the dynamics of agricultural production and its relationship with climate change, highlighting the importance of adopting sustainable practices to mitigate adverse effects on the environment.",

keywords = "agricultural production, climate change, GHG emissions, patterns, trends",

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Ruiz, CMA & Melgarejo-Heredia, R 2025, Impact of Agricultural Production on Climate Change in South America: Comparative Analysis Between 1990 and 2020. En R Hernández-García, RJ Barrientos & SA Velastin (eds.), Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 15369 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 104-119, 27th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2024, Talca, Chile, 26/11/24. https://doi.org/10.1007/978-3-031-76604-6_8

Impact of Agricultural Production on Climate Change in South America: Comparative Analysis Between 1990 and 2020. / Ruiz, Carlos Miguel Aizaga; Melgarejo-Heredia, Rafael.
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. ed. / Ruber Hernández-García; Ricardo J. Barrientos; Sergio A. Velastin. Springer Science and Business Media Deutschland GmbH, 2025. p. 104-119 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 15369 LNCS).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

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T2 - 27th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2024

AU - Ruiz, Carlos Miguel Aizaga

AU - Melgarejo-Heredia, Rafael

N1 - Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

PY - 2025

Y1 - 2025

N2 - This article comprehensively addresses the relationship between agricultural production and climate change in the South American region. Through a documentary study with quantitative approach and, historical data are analyzed to assess the impact of greenhouse gas emissions in agriculture and their consequent influence on climate. Correlation, principal component analysis and clustering techniques are used to identify significant patterns and trends. The results obtained provide valuable information on the dynamics of agricultural production and its relationship with climate change, highlighting the importance of adopting sustainable practices to mitigate adverse effects on the environment.

AB - This article comprehensively addresses the relationship between agricultural production and climate change in the South American region. Through a documentary study with quantitative approach and, historical data are analyzed to assess the impact of greenhouse gas emissions in agriculture and their consequent influence on climate. Correlation, principal component analysis and clustering techniques are used to identify significant patterns and trends. The results obtained provide valuable information on the dynamics of agricultural production and its relationship with climate change, highlighting the importance of adopting sustainable practices to mitigate adverse effects on the environment.

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KW - climate change

KW - GHG emissions

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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PB - Springer Science and Business Media Deutschland GmbH

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Ruiz CMA, Melgarejo-Heredia R. Impact of Agricultural Production on Climate Change in South America: Comparative Analysis Between 1990 and 2020. En Hernández-García R, Barrientos RJ, Velastin SA, editores, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. Springer Science and Business Media Deutschland GmbH. 2025. p. 104-119. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-76604-6_8

Impact of Agricultural Production on Climate Change in South America: Comparative Analysis Between 1990 and 2020

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