Prospects in Vanilla (Vanilla planifolia Andrews) production in Mexico in relation to temperature fluctuations

Objective: To establish a time series model correlating vanilla production with temperature variation to forecast vanilla production in Mexico.Design/methodology/approach: Data on vanilla production in Mexico (Tons) and the annual average temperature were obtained for the period 1985-2020. An ARIMA model was constructed; Granger causality test was conducted to determine the effect of temperature on vanilla production, in addition to evaluating the orthogonal response of the model. A forecast for vanilla production was made for the period 2020-2040.Results: ARIMA (1,1,1) model was found, and the influence of temperature on vanilla production was determined. Both thermal variation and the production of the last three years determine current production. A reduction in the quantity of tons of vanilla produced in the coming years is expected. It is considered that this cultivation is highly sensitive to sudden increases or decreases in temperature.Limitations on study/implications: Vanilla cultivation is sensitive to temperature variation; therefore, in the face of climate change, it is considered necessary to take a series of actions in the present. These actions encompass a genetic perspective, new cultivation methods and locations, as well as technological investment.Findings/conclusions: Vanilla production is influenced by temperature variation and is sensitive to sudden increases or declines. If actions are not taken in the present, a reduction in the national production of vanilla in Mexico is expected due to climate change.

Saved in:
Bibliographic Details
Main Authors: Barreda-Castillo, José M., Menchaca, Rebeca
Format: Digital revista
Language:spa
Published: Colegio de Postgraduados 2024
Online Access:https://revista-agroproductividad.org/index.php/agroproductividad/article/view/2801
Tags: Add Tag
No Tags, Be the first to tag this record!
id oai:ojs.pkp.sfu.ca:article2801
record_format ojs
spelling oai:ojs.pkp.sfu.ca:article28012024-04-05T21:59:25Z Prospects in Vanilla (Vanilla planifolia Andrews) production in Mexico in relation to temperature fluctuations Prospects in Vanilla (Vanilla planifolia Andrews) production in Mexico in relation to temperature fluctuations Barreda-Castillo, José M. Menchaca, Rebeca ARIMA model, Climate change, Crops, Orchidaceae, Time series ARIMA model, Climate change, Crops, Orchidaceae, Time series Objective: To establish a time series model correlating vanilla production with temperature variation to forecast vanilla production in Mexico.Design/methodology/approach: Data on vanilla production in Mexico (Tons) and the annual average temperature were obtained for the period 1985-2020. An ARIMA model was constructed; Granger causality test was conducted to determine the effect of temperature on vanilla production, in addition to evaluating the orthogonal response of the model. A forecast for vanilla production was made for the period 2020-2040.Results: ARIMA (1,1,1) model was found, and the influence of temperature on vanilla production was determined. Both thermal variation and the production of the last three years determine current production. A reduction in the quantity of tons of vanilla produced in the coming years is expected. It is considered that this cultivation is highly sensitive to sudden increases or decreases in temperature.Limitations on study/implications: Vanilla cultivation is sensitive to temperature variation; therefore, in the face of climate change, it is considered necessary to take a series of actions in the present. These actions encompass a genetic perspective, new cultivation methods and locations, as well as technological investment.Findings/conclusions: Vanilla production is influenced by temperature variation and is sensitive to sudden increases or declines. If actions are not taken in the present, a reduction in the national production of vanilla in Mexico is expected due to climate change. Objective: To establish a time series model correlating vanilla production with temperature variation to forecast vanilla production in Mexico. Design/methodology/approach: Data on vanilla production in Mexico (Tons) and the annual average temperature were obtained for the period 1985-2020. An ARIMA model was constructed; Granger causality test was conducted to determine the effect of temperature on vanilla production, in addition to evaluating the orthogonal response of the model. A forecast for vanilla production was made for the period 2020-2040. Results: ARIMA (1,1,1) model was found, and the influence of temperature on vanilla production was determined. Both thermal variation and the production of the last three years determine current production. A reduction in the quantity of tons of vanilla produced in the coming years is expected. It is considered that this cultivation is highly sensitive to sudden increases or decreases in temperature. Limitations on study/implications: Vanilla cultivation is sensitive to temperature variation; therefore, in the face of climate change, it is considered necessary to take a series of actions in the present. These actions encompass a genetic perspective, new cultivation methods and locations, as well as technological investment. Findings/conclusions: Vanilla production is influenced by temperature variation and is sensitive to sudden increases or declines. If actions are not taken in the present, a reduction in the national production of vanilla in Mexico is expected due to climate change. Colegio de Postgraduados 2024-04-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://revista-agroproductividad.org/index.php/agroproductividad/article/view/2801 10.32854/agrop.v17i2.2801 AgroP; 2024: EARLY ACCESS (Vol. II) Agro Productividad; 2024: EARLY ACCESS (Vol. II) 2594-0252 2448-7546 spa https://revista-agroproductividad.org/index.php/agroproductividad/article/view/2801/2275 Derechos de autor 2024 Agro Productividad
institution COLPOS
collection OJS
country México
countrycode MX
component Revista
access En linea
databasecode rev-agroproductividad-mx
tag revista
region America del Norte
libraryname Departamento de documentación y biblioteca de COLPOS
language spa
format Digital
author Barreda-Castillo, José M.
Menchaca, Rebeca
spellingShingle Barreda-Castillo, José M.
Menchaca, Rebeca
Prospects in Vanilla (Vanilla planifolia Andrews) production in Mexico in relation to temperature fluctuations
author_facet Barreda-Castillo, José M.
Menchaca, Rebeca
author_sort Barreda-Castillo, José M.
title Prospects in Vanilla (Vanilla planifolia Andrews) production in Mexico in relation to temperature fluctuations
title_short Prospects in Vanilla (Vanilla planifolia Andrews) production in Mexico in relation to temperature fluctuations
title_full Prospects in Vanilla (Vanilla planifolia Andrews) production in Mexico in relation to temperature fluctuations
title_fullStr Prospects in Vanilla (Vanilla planifolia Andrews) production in Mexico in relation to temperature fluctuations
title_full_unstemmed Prospects in Vanilla (Vanilla planifolia Andrews) production in Mexico in relation to temperature fluctuations
title_sort prospects in vanilla (vanilla planifolia andrews) production in mexico in relation to temperature fluctuations
description Objective: To establish a time series model correlating vanilla production with temperature variation to forecast vanilla production in Mexico.Design/methodology/approach: Data on vanilla production in Mexico (Tons) and the annual average temperature were obtained for the period 1985-2020. An ARIMA model was constructed; Granger causality test was conducted to determine the effect of temperature on vanilla production, in addition to evaluating the orthogonal response of the model. A forecast for vanilla production was made for the period 2020-2040.Results: ARIMA (1,1,1) model was found, and the influence of temperature on vanilla production was determined. Both thermal variation and the production of the last three years determine current production. A reduction in the quantity of tons of vanilla produced in the coming years is expected. It is considered that this cultivation is highly sensitive to sudden increases or decreases in temperature.Limitations on study/implications: Vanilla cultivation is sensitive to temperature variation; therefore, in the face of climate change, it is considered necessary to take a series of actions in the present. These actions encompass a genetic perspective, new cultivation methods and locations, as well as technological investment.Findings/conclusions: Vanilla production is influenced by temperature variation and is sensitive to sudden increases or declines. If actions are not taken in the present, a reduction in the national production of vanilla in Mexico is expected due to climate change.
publisher Colegio de Postgraduados
publishDate 2024
url https://revista-agroproductividad.org/index.php/agroproductividad/article/view/2801
work_keys_str_mv AT barredacastillojosem prospectsinvanillavanillaplanifoliaandrewsproductioninmexicoinrelationtotemperaturefluctuations
AT menchacarebeca prospectsinvanillavanillaplanifoliaandrewsproductioninmexicoinrelationtotemperaturefluctuations
_version_ 1798167802928955392