Modeling the impact of climate warming on tomato phenology

IF 5.7 1区 农林科学 Q1 AGRONOMY
Shakeel Ahmad , Ghulam Abbas , Zartash Fatima , Sajjad Hussain , Muhammad Ali Khan , Mukhtar Ahmed , Carol Jo Wilkerson , Gerrit Hoogenboom
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Abstract

Climate warming is a worldwide phenomenon that impacts all sectors of life from local to global levels. Agriculture has also been severely impacted by climate warming in terms of crop phenology, productivity, and produce quality. So far research on the impact of climate warming on tomato phenology has been not published either from Pakistan or elsewhere in the world. The first objective of this study was to assess the effect of thermal trends on the temporal and spatial variation on tomato phenology from 1980 through 2023. The second objective was to apply a dynamic crop growth model, CSM-CROGRPO-Tomato, for determining the influence of climate warming, variety selection, and management practices on tomato phenology. The overall goal was to devise adaptation strategies for tomato to mitigate the potential impact of climate warming in Punjab, Pakistan. The study was conducted at 18 locations in farmers’ fields in Punjab, Pakistan, from 1980 to 2023 by using observed phenological data. The results showed that at all study sites the phenological stages were delayed. There was an average delay of 7.5 days per decade for planting, 7.2 days per decade for emergence, 4.7 days per decade for anthesis, and 3.1 days per decade for maturity. The duration of phenological phases was on average reduced by 3.3 days per decade for planting-anthesis, 2.1 days per decade for anthesis-maturity, and 5.4 days per decade for planting-maturity. Local weather station observations showed that the average air temperature increased by 2.0 °C from 1980-2023. Phenology had a statistically significant but negative correlation with the increase in temperature. Using standard cultivars across sites and years, simulated phenology was advanced due to the increase in temperature as compared to observed phenology. These findings revealed that during the last four and half decades, adaptation approaches, such as a delay in planting and growing newer varieties that require more thermal time or growing degree days, have been adopted by tomato farmers to mitigate the impact of climate warming on tomato phenology.
气候变暖对番茄物候影响的模拟
气候变暖是一个世界性的现象,影响着从地方到全球生活的各个方面。在作物物候、生产力和农产品质量方面,农业也受到了气候变暖的严重影响。到目前为止,气候变暖对番茄物候影响的研究尚未在巴基斯坦或世界其他地方发表。本研究的第一个目的是评估1980 - 2023年热趋势对番茄物候时空变化的影响。第二个目标是应用动态作物生长模型CSM-CROGRPO-Tomato,以确定气候变暖、品种选择和管理措施对番茄物候的影响。总体目标是为西红柿设计适应策略,以减轻巴基斯坦旁遮普省气候变暖的潜在影响。该研究于1980年至2023年在巴基斯坦旁遮普省18个地点进行,利用观测到的物候数据。结果表明,各研究点的物候阶段均被推迟。种植期平均延迟7.5 d / 10年,出苗期平均延迟7.2 d / 10年,开花期平均延迟4.7 d / 10年,成熟期平均延迟3.1 d / 10年。物候期的持续时间,植花期平均缩短3.3 d / 10年,花期平均缩短2.1 d / 10年,植成熟期平均缩短5.4 d / 10年。当地气象站观测显示,1980-2023年平均气温上升2.0°C。物候与温度升高呈显著负相关。使用不同地点和年份的标准品种,由于温度的升高,模拟物候比观测物候提前。这些发现表明,在过去的45年里,番茄种植者采用了适应方法,如推迟种植和种植需要更多热时间或生长度日的新品种,以减轻气候变暖对番茄物候的影响。
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来源期刊
CiteScore
10.30
自引率
9.70%
发文量
415
审稿时长
69 days
期刊介绍: Agricultural and Forest Meteorology is an international journal for the publication of original articles and reviews on the inter-relationship between meteorology, agriculture, forestry, and natural ecosystems. Emphasis is on basic and applied scientific research relevant to practical problems in the field of plant and soil sciences, ecology and biogeochemistry as affected by weather as well as climate variability and change. Theoretical models should be tested against experimental data. Articles must appeal to an international audience. Special issues devoted to single topics are also published. Typical topics include canopy micrometeorology (e.g. canopy radiation transfer, turbulence near the ground, evapotranspiration, energy balance, fluxes of trace gases), micrometeorological instrumentation (e.g., sensors for trace gases, flux measurement instruments, radiation measurement techniques), aerobiology (e.g. the dispersion of pollen, spores, insects and pesticides), biometeorology (e.g. the effect of weather and climate on plant distribution, crop yield, water-use efficiency, and plant phenology), forest-fire/weather interactions, and feedbacks from vegetation to weather and the climate system.
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