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Modeling the impact of climate warming on potato phenology

•Potato-based system phenology trends using data of 12 districts in Punjab, Pakistan.•Analyzed observed weather from Pakistan Meteorological Department from 1981 to 2018.•Correlated trend with temperature to analyze how climate affected system phenology.•SUBSTOR model used to isolate warming, manage...

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Published in:European journal of agronomy 2022-01, Vol.132, p.126404, Article 126404
Main Authors: Naz, Sahrish, Ahmad, Shakeel, Abbas, Ghulam, Fatima, Zartash, Hussain, Sajjad, Ahmed, Mukhtar, Khan, Muhammad Azam, Khan, Ahmad, Fahad, Shah, Nasim, Wajid, Ercisli, Sezai, Wilkerson, Carol Jo, Hoogenboom, Gerrit
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container_title European journal of agronomy
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creator Naz, Sahrish
Ahmad, Shakeel
Abbas, Ghulam
Fatima, Zartash
Hussain, Sajjad
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Khan, Ahmad
Fahad, Shah
Nasim, Wajid
Ercisli, Sezai
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Hoogenboom, Gerrit
description •Potato-based system phenology trends using data of 12 districts in Punjab, Pakistan.•Analyzed observed weather from Pakistan Meteorological Department from 1981 to 2018.•Correlated trend with temperature to analyze how climate affected system phenology.•SUBSTOR model used to isolate warming, management & cultivar effect on phenology. Understanding the influence of thermal trends, crop management practices, and genetics on the crop developmental stages and phases is critical to develop adaptation strategies in the face of warming trends. The specific study objectives were to determine the correlation between observed potato phenology with the trends of rising temperature, and to investigate the impacts of thermal trend, crop management practices, and changes in cultivars using a modeling approach. The study was conducted at 12 sites in Punjab, Pakistan from 1980 to 2018 using phenological observations for both the spring and autumn potato crop. For the stages observed during spring, there was an average advance of 6.2 days decade−1 for sowing, 6.0 for emergence, 3.8 for tuber initiation, and 2.0 for maturity. However, for the stages observed during autumn, there was an average delay of 5.2 days decade−1 for sowing, 5.1 for emergence, 3.3 for tuber initiation, and 2.3 for maturity. The average phase duration decreased on average by 2.4 days decade−1 for sowing to tuber initiation, 1.8 days decade−1 for tuber initiation to maturity for spring, and 4.2 days decade−1 for sowing to maturity. The average autumn phase duration decreased on average by 1.9 days decade−1 for sowing to tuber initiation, 1.0 days decade−1 for tuber initiation to maturity, and 2.9 days decade−1 for sowing to maturity. With respect to the local weather observation, the average air temperature had increased 0.8 °C decade−1 for spring and autumn from 1980 to 2018. The differences in spring and autumn phenology had a statistically significant negative correlation with the increase in temperature from 1980 to 2018. When the CSM-SUBSTOR-Potato model was used for a standard variety across locations and years, the predicted phenological stages, on average, occurred earlier due to increase in temperature from 1980 to 2018, while there was less impact on the observed phenological stages. This indicated that during the last four decade, adaptation strategies such as earlier planting for spring potato, and later planting for autumn, as well as the release of new cultivars that require more thermal
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Understanding the influence of thermal trends, crop management practices, and genetics on the crop developmental stages and phases is critical to develop adaptation strategies in the face of warming trends. The specific study objectives were to determine the correlation between observed potato phenology with the trends of rising temperature, and to investigate the impacts of thermal trend, crop management practices, and changes in cultivars using a modeling approach. The study was conducted at 12 sites in Punjab, Pakistan from 1980 to 2018 using phenological observations for both the spring and autumn potato crop. For the stages observed during spring, there was an average advance of 6.2 days decade−1 for sowing, 6.0 for emergence, 3.8 for tuber initiation, and 2.0 for maturity. However, for the stages observed during autumn, there was an average delay of 5.2 days decade−1 for sowing, 5.1 for emergence, 3.3 for tuber initiation, and 2.3 for maturity. The average phase duration decreased on average by 2.4 days decade−1 for sowing to tuber initiation, 1.8 days decade−1 for tuber initiation to maturity for spring, and 4.2 days decade−1 for sowing to maturity. The average autumn phase duration decreased on average by 1.9 days decade−1 for sowing to tuber initiation, 1.0 days decade−1 for tuber initiation to maturity, and 2.9 days decade−1 for sowing to maturity. With respect to the local weather observation, the average air temperature had increased 0.8 °C decade−1 for spring and autumn from 1980 to 2018. The differences in spring and autumn phenology had a statistically significant negative correlation with the increase in temperature from 1980 to 2018. When the CSM-SUBSTOR-Potato model was used for a standard variety across locations and years, the predicted phenological stages, on average, occurred earlier due to increase in temperature from 1980 to 2018, while there was less impact on the observed phenological stages. 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subjects Adaptation
Climate change
CSM-SUBSTOR-Potato model
DSSAT
Solanum tuberosum L
Sowing dates
Thermal trends
title Modeling the impact of climate warming on potato phenology
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