Projecting the impacts of climate change on soybean production and water requirements using AquaCrop model

IF 5.5 1区 农林科学 Q1 AGRONOMY European Journal of Agronomy Pub Date : 2025-04-01 Epub Date: 2025-02-15 DOI:10.1016/j.eja.2025.127538
Wilfredo Jr. Barrera , Carmelo Maucieri , Maurizio Borin , Francesco Morbidini , Tjaša Pogačar , Marko Flajšman , Graziano Ghinassi , Leonardo Verdi , Anna Dalla Marta , Roberto Ferrise
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Abstract

Soybean production under rainfed conditions is vulnerable to climate uncertainties, particularly in semi-arid and semi-humid regions. This study assessed the impacts of climate change (SSP1–2.6, SSP2–4.5, SSP5–8.5) on soybean production and water requirements in the near (2041–2060), mid (2061–2080) and far (2081–2100) future. Simulations were conducted in specific locations in Italy (Castelfranco and Cesa) and Slovenia (Ljubljana) under rainfed and irrigated conditions, considering different thresholds of readily available water (RAW) depletion (25–100 %) to start irrigation. The results showed predominantly negative impacts of climate change under rainfed conditions. Under SSP1–2.6 and SSP2–4.5, irrigation mitigated these negative effects, leading to improved soybean performance in Italy in the near and mid future. In contrast, the mitigating potential of irrigation in Ljubljana was reduced, affecting negatively the soybean performance even under irrigated conditions. Nevertheless, the yield potential of Ljubljana remains higher compared to Castelfranco and Cesa. Soybean water productivity (WPET) followed similar trend as yield, showing minimal change except under SSP5–8.5 in the mid and far future. Climate change reduced the soybean crop water requirement (CWR) which decreased progressively from SSP1–2.6 to SSP5–8.5 across all time periods. The net irrigation requirement (NIR) was highest under SSP5–8.5, increasing from near to far future but remained stable under SSP1–2.6 and SSP2–4.5. Increasing the RAW depletion threshold for irrigation reduced soybean NIR but significantly decreased yield. Therefore, the results suggest that irrigating soybean at 50 % RAW depletion could be a viable adaptation strategy to climate change, effectively balancing the trade-offs between NIR and yield.
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利用AquaCrop模型预测气候变化对大豆产量和需水量的影响
旱作条件下的大豆生产容易受到气候不确定性的影响,特别是在半干旱和半湿润地区。本研究评估了气候变化(SSP1-2.6、SSP2-4.5、SSP5-8.5)对近期(2041-2060)、中期(2061-2080)和远期(2081-2100)大豆产量和需水量的影响。在意大利(Castelfranco和Cesa)和斯洛文尼亚(卢布尔雅那)的特定地点,在雨养和灌溉条件下进行了模拟,考虑了不同的可利用水(RAW)枯竭阈值(25-100 %)来开始灌溉。结果表明,在多雨条件下,气候变化的负面影响占主导地位。在SSP1-2.6和SSP2-4.5条件下,灌溉缓解了这些负面影响,导致近期和中期意大利大豆产量有所提高。相比之下,卢布尔雅那灌溉的缓解潜力降低,即使在灌溉条件下也对大豆的生产性能产生负面影响。尽管如此,与Castelfranco和Cesa相比,卢布尔雅那的产量潜力仍然更高。大豆水分生产力(WPET)与产量变化趋势相似,除SSP5-8.5下外,中长期变化不大。气候变化降低了大豆作物需水量(CWR),在各个时期从SSP1-2.6逐渐降低到SSP5-8.5。净灌溉需水量(NIR)在ssp5 ~ 8.5条件下最高,且在ssp1 ~ 2.6和ssp2 ~ 4.5条件下保持稳定;增加灌溉的RAW耗竭阈值可降低大豆近红外光谱,但显著降低产量。因此,研究结果表明,在50% % RAW枯竭时灌溉大豆可能是一种可行的适应气候变化的策略,可以有效地平衡近红外和产量之间的权衡。
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来源期刊
European Journal of Agronomy
European Journal of Agronomy 农林科学-农艺学
CiteScore
8.30
自引率
7.70%
发文量
187
审稿时长
4.5 months
期刊介绍: The European Journal of Agronomy, the official journal of the European Society for Agronomy, publishes original research papers reporting experimental and theoretical contributions to field-based agronomy and crop science. The journal will consider research at the field level for agricultural, horticultural and tree crops, that uses comprehensive and explanatory approaches. The EJA covers the following topics: crop physiology crop production and management including irrigation, fertilization and soil management agroclimatology and modelling plant-soil relationships crop quality and post-harvest physiology farming and cropping systems agroecosystems and the environment crop-weed interactions and management organic farming horticultural crops papers from the European Society for Agronomy bi-annual meetings In determining the suitability of submitted articles for publication, particular scrutiny is placed on the degree of novelty and significance of the research and the extent to which it adds to existing knowledge in agronomy.
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