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CIFA: A roadmap for services to monitor weather extremes affecting agriculture under a changing climate CIFA:在不断变化的气候条件下监测影响农业的极端天气的服务路线图
IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.cliser.2024.100506
Clyde W. Fraisse , Noemi Guindin-Garcia , Mauricio Z. Karrei , Vinicius A. Cerbaro , Alexandre T. Lazzaretti

Seasonal climate variability is a major source of crop production risk. The expected increase in climate variability and frequency of extreme events in the coming years and decades due to climate change will bring additional challenges for most commodities and geographies. In recent years, climatic anomalies and extreme weather events have impacted the major global breadbaskets. In many instances, the impact of these events could be unanticipated until a later time during the growing season or even until harvest, challenging existing crop yield forecasting programs and posing a significant threat to global food security. The Climate Information for Agriculture (CIFA) system was developed to identify, measure, and monitor the occurrence of climate anomalies and extreme weather events with the potential to affect crop production during the growing season in the continental USA. CIFA provides near real-time information during the growing season and facilitates the detection of compounded events, thus resulting in more informed decisions by stakeholders. Its capability to alert for the occurrence of extreme weather events was demonstrated in 2019, when a historical delay in planting activities impeded over 7 million hectares intended to be planted across the major U.S. cropping areas and again in 2020, when several abnormal events occurred in areas affected by unusual dryness and above-average temperatures in the U.S. Corn-Belt. CIFA not only contributes to enhancing crop forecasting systems but also serves as a valuable resource for academics and experts providing more reliable and accurate data for developing effective adaptation strategies.

季节性气候变异是作物生产风险的主要来源。在未来几年和几十年里,由于气候变化,气候变异性和极端事件发生频率预计会增加,这将给大多数商品和地区带来更多挑战。近年来,气候异常和极端天气事件对全球主要粮仓造成了影响。在许多情况下,这些事件的影响可能在生长季节的后期甚至收获前都无法预料,这对现有的作物产量预测计划提出了挑战,并对全球粮食安全构成了重大威胁。开发农业气候信息(CIFA)系统的目的是识别、测量和监测美国大陆生长季节可能影响作物生产的气候异常和极端天气事件。CIFA 可在作物生长季节提供近乎实时的信息,并有助于发现复合事件,从而使利益相关者做出更明智的决策。其预警极端天气事件发生的能力在 2019 年得到了验证,当时种植活动的历史性延迟阻碍了美国主要种植区 700 多万公顷的计划种植面积;2020 年,在美国玉米带受异常干旱和高于平均气温影响的地区再次发生了几起异常事件。CIFA 不仅有助于加强作物预报系统,还可作为学术界和专家的宝贵资源,为制定有效的适应战略提供更可靠、更准确的数据。
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引用次数: 0
Corrigendum to “Three faces of climate change: Using Q-methodology to understand farmers’ perspectives of climate change and adaptive capacity in Bangladesh’s wetland areas” [Clim. Serv. 34 (2024) 100497] 气候变化的三张面孔:利用Q方法了解孟加拉国湿地地区农民对气候变化和适应能力的看法"[Clim.
IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.cliser.2024.100501
Khondokar H. Kabir , Uwe A. Schneider , Holli R. Leggette
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引用次数: 0
Impacts of projected future changes in precipitation on wastewater treatment plant influent volumes connected by combined sewer collection systems 预计未来降水量的变化对联合污水收集系统连接的污水处理厂进水量的影响
IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.cliser.2024.100511
Sukanya D. Saikia , Paraic Ryan , Siegmund Nuyts , Paul Nolan , Eoghan Clifford

Climate change induced precipitation changes can impact wastewater influent volumes and, in turn, the design and operation of wastewater treatment plants (WWTPs). As influent volumes approach or exceeds the design capacity of the WWTP, the likelihood of poor treatment or untreated discharges that result in environmental damage, increases. To date, there has been a lack of research analysing the impact changes in precipitation may have on influent volumes of WWTPs with combined sewerage systems. This study leverages data driven models of observed precipitation and influent volumes for 14 Irish WWTPs with combined sewerage systems, to project monthly wastewater influent volumes in 2041 – 2060 using Ireland’s most up-to-date high resolution multi-model RCM projections under RCPs 4.5 and 8.5. With changing monthly average daily precipitation, influent volumes for all the WWTPs demonstrated maximum decreases during summer months for both RCP 4.5 and RCP 8.5. Winter months showed increasing trends in influent volumes, particularly under RCP 8.5. The results indicate that with projected increase in high and very high precipitation days in Ireland (under CMIP5), the return periods for influent volumes that exceed the hydraulic capacity of 5 of the WWTPs will reduce. This work also presents a framework by which newer high-resolution downscaled climate models can be used to developed updated impact analysis of changing rainfall patterns on wastewater. It likely that wastewater treatment infrastructure will need to adapt to more intense precipitation to minimise the occurrence of combined sewer overflows.

气候变化引起的降水量变化会影响污水流入量,进而影响污水处理厂(WWTP)的设计和运行。当进水量接近或超过污水处理厂的设计能力时,污水处理不善或未经处理排放造成环境破坏的可能性就会增加。迄今为止,还没有研究分析降水量的变化可能对合并污水处理系统的污水处理厂进水量产生的影响。本研究利用数据驱动模型,对爱尔兰 14 个拥有合流制污水处理系统的污水处理厂的降水量和进水量进行观测,并利用爱尔兰最新的高分辨率多模型 RCM 预测,在 RCP 4.5 和 8.5 条件下预测 2041-2060 年的月废水进水量。随着月平均日降水量的变化,在 RCP 4.5 和 RCP 8.5 条件下,所有污水处理厂的进水量在夏季都出现了最大降幅。冬季月份的进水量呈上升趋势,尤其是在 RCP 8.5 条件下。结果表明,随着爱尔兰高降水量和超高降水量日数的预计增加(根据 CMIP5),超过 5 个污水处理厂水力容量的进水量的重现期将会缩短。这项研究还提出了一个框架,可利用较新的高分辨率降尺度气候模型,对降雨模式的变化对污水处理的影响进行最新分析。污水处理基础设施很可能需要适应强度更大的降水,以最大限度地减少联合污水溢流的发生。
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引用次数: 0
Corrigendum to “What do vegetable farmers expect from climate services to adapt to climate change by 2060? A case study from the Parisian region” [Clim. Serv. 34 (2024) 100474] 对 "菜农期望从气候服务中获得什么以适应 2060 年的气候变化?巴黎地区的案例研究"[Clim. Serv.
IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.cliser.2024.100510
Nabil Touili , Christine Aubry , Nathalie de Noblet-Ducoudré , Kevin Morel
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引用次数: 0
Developing user-informed fire weather projections for Canada 为加拿大制定用户知情的火灾天气预报
IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-19 DOI: 10.1016/j.cliser.2024.100505
Laura Van Vliet , Jeremy Fyke , Sonya Nakoneczny , Trevor Q. Murdock , Pouriya Jafarpur

Increasing fire danger due to climate-driven fire weather changes has expanded demand for projections of future wildfire information for Canada. Addressing this need, we developed “CanLEAD-FWI,” consisting of novel, high-resolution projections of fire weather and an associated user-facing climate services delivery mechanism. Based on the Canadian Forest Fire Weather Index (FWI) System (Van Wagner, 1987) with multivariate bias-adjusted output from the CanLEAD-CanRCM4-EWEMBI large ensemble (Cannon et al., 2021), CanLEAD-FWI provides various wildfire-relevant indicators. Comparison against two gridded observation-based datasets provides an estimate of observational uncertainty in historical FWI System component extremes, with historical CanLEAD-FWI generally situated between these two datasets. Over the 21st century, CanLEAD-FWI projects substantial, robust increases in the severity and frequency of high fire weather and a lengthening fire season across much of Canada, although the magnitude and spatial extent of increases depend on the metric and FWI System component.

To enhance data utility for decision-making and consider diverse user needs, we integrated two rounds of user engagement into product development. A web-based application was designed to address user feedback, support best practices, and reduce decision overload. CanLEAD-FWI addresses a growing need in the Canadian climate services space for both projected climate impact data and associated training and support. By combining user feedback, best practices for climate services, and expert knowledge, we aim to enhance the appropriate integration of fire weather information into long-term decision-making.

气候驱动的火灾天气变化导致火灾危险性增加,从而扩大了对加拿大未来野火信息预测的需求。为了满足这一需求,我们开发了 "CanLEAD-FWI",包括新颖、高分辨率的火灾天气预测和面向用户的相关气候服务提供机制。CanLEAD-FWI 基于加拿大森林火灾天气指数(FWI)系统(Van Wagner,1987 年)和来自 CanLEAD-CanRCM4-EWEMBI 大集合(Cannon 等人,2021 年)的多变量偏差调整输出,提供各种野火相关指标。通过与两个基于网格观测的数据集进行比较,可以估算出历史野火指数系统成分极端值的观测不确定性,历史 CanLEAD-FWI 通常介于这两个数据集之间。在 21 世纪,CanLEAD-FWI 预测加拿大大部分地区火灾天气的严重程度和频率将大幅增加,火灾季节将延长,但增加的幅度和空间范围取决于指标和 FWI 系统组件。我们设计了一个基于网络的应用程序,以处理用户反馈、支持最佳实践并减轻决策负担。CanLEAD-FWI 满足了加拿大气候服务领域对预测气候影响数据以及相关培训和支持日益增长的需求。通过将用户反馈、气候服务最佳实践和专家知识结合起来,我们旨在加强将火灾天气信息适当纳入长期决策。
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引用次数: 0
Smallholder farmers’ coping strategies to climate change and variability: Evidence from Ethiopia 小农应对气候变化和多变性的策略:埃塞俄比亚的证据
IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-19 DOI: 10.1016/j.cliser.2024.100509
Assefa A. Berhanu , Zewdu B. Ayele , Dessalegn C. Dagnew , Abeje B. Fenta , Koyachew E. Kassie

Climate change poses significant challenges for smallholder farmers worldwide, particularly in regions like sub-Saharan Africa, including Ethiopia, requiring effective coping strategies for resilience. This study examines farmers’ exposure to climatic shocks and their adoption of coping strategies. Findings from a survey of 646 farm households and qualitative discussions revealed farmers’ high vulnerability to climate-related hazards. Smallholder farmers rely on ex-ante coping strategies, including early planting (48.5%), income diversification (41.3%), increasing savings (42 %), water management (39.2%), and sowing drought-resistant varieties (37%). Similarly, they resort to ex-post coping techniques, such as reducing expenses (46.1%), utilizing savings (41.6%), changes in consumption patterns (39.5%), seeking assistance from relatives (23.5%), borrowing (17.6%), selling assets (11.9%), and migration for employment (8.7%). Farmers also encounter constraints such as limited access to weather information, inadequate extension services, weak institutional support, insufficient skills, high poverty levels, and limited access to innovations. Factors like land size, climate training, self-efficacy, cost-effectiveness perception, and hazard consequence perception positively influence farmers’ adoption of proactive strategies against climate change, while being male, older, less educated, owning a farm, limited access to extension services, and market constraints hinder anticipatory measures. Additionally, household head being male, education level, farm experience, land ownership, and access to climate information positively impact the implementation of ex-post strategies, whereas age, agroecology, infrequent extension worker visits, and limited road access have negative effects. Enhancing access to climate information, institutional support, and design policy with an understanding of these multifaceted contexts could substantially improve smallholder farmers’ resilience to climate change.

气候变化对全世界的小农,尤其是包括埃塞俄比亚在内的撒哈拉以南非洲地区的小农提出了严峻挑战,需要有效的应对策略来提高抗灾能力。本研究探讨了农民面临的气候冲击及其采取的应对策略。对 646 户农户的调查和定性讨论结果显示,农民极易受到与气候有关的灾害的影响。小农依赖事前应对策略,包括提早播种(48.5%)、收入多样化(41.3%)、增加储蓄(42%)、水资源管理(39.2%)和播种抗旱品种(37%)。同样,他们也采用事后应对技术,如减少开支(46.1%)、利用储蓄(41.6%)、改变消费模式(39.5%)、寻求亲戚帮助(23.5%)、借贷(17.6%)、变卖资产(11.9%)和迁移就业(8.7%)。农民还遇到一些制约因素,如获取天气信息的途径有限、推广服务不足、机构支持薄弱、技能不足、贫困程度高以及获得创新的途径有限。土地面积、气候培训、自我效能感、成本效益感和危害后果感等因素对农民采取积极应对气候变化的策略有积极影响,而男性、年龄较大、受教育程度较低、拥有农场、获得推广服务的机会有限和市场限制则阻碍了预测性措施的采取。此外,户主为男性、教育水平、农场经验、土地所有权和气候信息的获取对事后战略的实施有积极影响,而年龄、农业生态学、推广人员访问频率低和道路交通受限则有消极影响。在了解这些多方面情况的基础上,加强气候信息的获取、机构支持和政策设计,可以大大提高小农对气候变化的适应能力。
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引用次数: 0
Diversification of agriculture practices as a response to climate change impacts among farmers in low-income countries: A systematic literature review 低收入国家农民为应对气候变化影响而采取的多样化农业做法:系统文献综述
IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-16 DOI: 10.1016/j.cliser.2024.100508
Hayrol Azril Mohamed Shaffril , Asnarulkhadi Abu Samah , Samsul Farid Samsuddin , Nobaya Ahmad , Fredoline Tangang , Shaufique Fahmi Ahmad Sidique , Haliza Abdul Rahman , Nik Ahmad Sufian Burhan , Jasmin Arif Shah , Nurul Amiera Khalid

The primary objective of this study is to systematically review the literature on the diversification of agriculture practice as one of the many ways farmers in low-income countries can respond and adapt to the worsening impacts of climate change. To ascertain the rigor in its methodology, this systematic literature review (SLR) adhered to guidelines outlined in RepOrting standards for Systematic Evidence Syntheses (ROSES); the research question was formulated based on the mnemonics of Population, Interest, and Context (PICo), the inclusion and exclusion criteria were based on timeline publication, document type, language, low-income countries and focused on reviewing empirical evidence studies; the quality was appraised based on Mixed Method Appraisal Tools (MMAT), while data extraction and analyses were executed using thematic analysis. The analytical outcomes yielded three main themes. First is the theme related to crops and varieties-related strategies, which consist of four sub-themes: early maturing crops, use of the drought-tolerant variety, abandoning crops, and introduction of new crop/crop rotation/crop diversity/mixed crop. The second theme is soil and water conservation techniques, which later produced another six sub-themes, namely the use of organic/inorganic fertilizer, water harvesting, irrigation and drainage, tree planting and agroforestry, terracing/contour farming to prevent soil erosion, mulching/stone barriers and agriculture mechanisation related activities. The last theme is planting-related strategies, which consist of three sub-themes: rescheduling the planting calendar, increasing pesticide/herbicide/integrated pest management, and selecting and expanding new areas. Referring to this SLR, there is a pressing need to facilitate farmers facing inadequate resources to adapt effectively to environmental and other change forms. Upon comprehending the present adaptation practices used by farmers, interested parties may offer ideas to strategize effective adaptation plans tailored to farmers’ needs, abilities, and interests across low-income countries.

本研究的主要目的是系统回顾有关农业实践多样化的文献,这是低收入国家农民应对和适应日益恶化的气候变化影响的众多方法之一。为确保研究方法的严谨性,本系统性文献综述(SLR)遵循了《系统性证据综合报告标准》(ROSES)中概述的指导方针;根据 "人群、兴趣和背景"(Population, Interest, and Context, PICo)助记词制定研究问题,根据出版时间、文献类型、语言和低收入国家制定纳入和排除标准,重点审查实证研究;根据混合方法评估工具(Mixed Method Appraisal Tools, MMAT)评估质量,并使用主题分析法进行数据提取和分析。分析结果产生了三大主题。首先是与作物和品种相关的战略主题,包括四个分主题:早熟作物、使用耐旱品种、放弃作物和引进新作物/作物轮作/作物多样性/混合作物。第二个主题是水土保持技术,后来又产生了另外六个分主题,即使用有机/无机肥料、集水、灌溉和排水、植树和农林业、防止水土流失的梯田/轮耕、覆盖物/石障和农业机械化相关活动。最后一个主题是与种植相关的战略,包括三个分主题:重新安排种植日历、增加杀虫剂/除草剂/虫害综合防治,以及选择和扩大新区域。在可持续土地管理方面,迫切需要帮助资源不足的农民有效适应环境和其他变化形式。在了解农民目前所采用的适应做法后,有关各方可献计献策,根据低收入国家农民的需求、能力和兴趣制定有效的适应计划。
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引用次数: 0
A gendered analysis of farmers’ access to and willingness to pay for climate information services: Evidence from rice farmers in Mali 对农民获取气候信息服务及支付意愿的性别分析:来自马里稻农的证据
IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-15 DOI: 10.1016/j.cliser.2024.100507
Aboubacar Diallo , Elliott Ronald Dossou-Yovo

Little is known about the predictors of access to and willingness to pay (WTP) for climate information services (CIS) by smallholder farmers in Mali. This paper addresses this research gap by identifying the opportunities and barriers to the uptake of CIS and analysing the predictors of access to and WTP for CIS from a gendered perspective using primary data collected from 200 rice farmers distributed in four rice-growing environments. We used descriptive statistics and logit regression to do the analysis. We find that crop variety selection was the most taken CIS-informed farm decision by farmers with a larger share for female farmers (65%) relative to their male counterparts (48%). Not clear how CIS can be used to help with farming was the main barrier to the uptake of CIS. Household struggles for food during the farming season, availability of stored seeds, access to irrigation facilities, access to training and radio were the major factors affecting male farmers’ access to CIS while the key predictors of access to CIS by female farmers included availability of stored seeds, access to irrigation facilities, remittances and access to radio. Male farmers’ WTP for CIS was mainly influenced by access to training and radio, while experience in rice farming and social organisation membership were the key determinants for female farmers’ WTP for CIS. The results from this study can be used by research and development organizations to design gender inclusive CIS to enhance adoption of climate smart agriculture practices, and farmers resilience to climate change.

人们对马里小农获得气候信息服务(CIS)的预测因素和支付意愿(WTP)知之甚少。本文针对这一研究空白,利用从分布在四个水稻种植区的 200 名水稻种植者那里收集到的原始数据,从性别角度出发,确定了采用 CIS 的机遇和障碍,并分析了获得 CIS 的预测因素和 WTP。我们使用描述性统计和对数回归进行分析。我们发现,作物品种选择是农民在 CIS 指导下做出的最多的农场决策,女性农民的比例(65%)高于男性农民(48%)。不清楚如何使用 CIS 来帮助耕作是阻碍使用 CIS 的主要障碍。农忙时节家庭为食物而挣扎、是否有储存的种子、是否有灌溉设施、是否有培训机会和收音机是影响男性农民使用 CIS 的主要因素,而女性农民使用 CIS 的主要预测因素包括是否有储存的种子、是否有灌溉设施、汇款和是否有收音机。男性农民对 CIS 的 WTP 主要受接受培训和收听广播的影响,而女性农民对 CIS 的 WTP 的主要决定因素是水稻种植经验和社会组织成员资格。这项研究的结果可供研究和开发机构用于设计具有性别包容性的 CIS,以提高气候智能型农业实践的采用率和农民对气候变化的抵御能力。
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引用次数: 0
Responding to climate services in the context of drought: A systematic review 在干旱背景下应对气候服务:系统审查
IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-06 DOI: 10.1016/j.cliser.2024.100493
Lotte C.F.E. Muller , Marije Schaafsma , Maurizio Mazzoleni , Anne F. Van Loon

Climate Services (CS) are increasingly being employed to address challenges resulting from climatic hazards. Research has focused on identifying and categorising CS, CS uptake, barriers to use, and CS user needs. Findings on empirical responses to CS are scattered. The aim of this paper is to systematically review existing literature on behavioural, perception, and attitude responses to CS, in the context of drought. Our review considers CS responses explicitly and is not limited to specific user groups or regions. Using the Web of Science database, we identified 88 journal articles containing terms related to CS, behaviour and droughts, published between 1999 and 2022. We identified and classified the characteristics of the CS, responses to CS, and the impacts that these responses had. We find that behavioural responses are reported more frequently than attitude and perception responses to CS. Half of the CS users consisted of farmers, mostly provided with seasonal forecasts, who respond to the CS information predominantly by changing crops or crop planting/harvesting dates. Non-farmers responded to CS behaviourally by enacting or developing plans, policies, or programs. This overview provides an evidence base towards the assessment of impacts of CS, and suggests that further developing CS could require a shift from providing precise climate or weather data, towards providing how climate or weather information relates to the decision-spaces of users.

人们越来越多地利用气候服务(CS)来应对气候灾害带来的挑战。研究主要集中在识别和分类气候服务、气候服务的吸收、使用的障碍以及气候服务用户的需求。有关 CS 经验性反应的研究结果比较零散。本文旨在以干旱为背景,系统回顾现有文献中有关对 CS 的行为、认知和态度反应的内容。我们的综述明确考虑了对 CS 的反应,并不局限于特定的用户群体或地区。我们使用 Web of Science 数据库,确定了 1999 年至 2022 年间发表的 88 篇包含与 CS、行为和干旱相关术语的期刊文章。我们确定了气候变化的特征、对气候变化的反应以及这些反应所产生的影响,并对其进行了分类。我们发现,行为反应比对 CS 的态度和认知反应更常被报道。半数的 "可持续农业研究 "用户由农民组成,他们大多获得了季节性预报,对 "可持续农业研究 "信息的反应主要是改变作物或作物种植/收获日期。非农业人口则通过颁布或制定计划、政策或方案对 CS 做出行为反应。这一概述为评估 "可持续发展研究 "的影响提供了证据基础,并表明进一步发展 "可持续发展研究 "可能需要从提供精确的气候或天气数据转向提供气候或天气信息如何与用户的决策空间相关联。
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引用次数: 0
Analysis and prediction of crop water footprints in the Fen River Basin of Shanxi Province, China 中国山西省汾河流域作物水足迹分析与预测
IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-24 DOI: 10.1016/j.cliser.2024.100504
Man Li , Junjie Zhang , Huancai Liu , Shanshan Li

In China, the major water user is agriculture. Under the background of climate change and with the pressure of scarce water resources, the study of crop water footprints serves as a theoretical basis for regional optimization of water resource management, fine-tuning crop planting structures and actively addressing the negative impacts of climate change on agricultural production, among other critical issues. Leveraging meteorological and agricultural data, we employed Taiyuan which is situated in Fen River Basin as our focal research subject and calculated and analyzed the water footprint variations concerning six major food crops—wheat, corn, grain, sorghum, soybean, and potato—from 2000 to 2020. Through meticulous examination, we identified the predominant contribution of blue water (45 %) to the total water footprint, followed by green water (39 %), with grey water playing the smallest role (16 %), indicating that the use of water for crops in the Fen River Basin mainly consumes surface water and groundwater. Our investigation reveals a complementary association between blue water and green water, while both blue water and grey water exhibit an overall declining tendency from 2000 to 2020. Moreover, our predictive modeling of food crop water footprints, considering various SSPs-RCPs scenarios refered from IPCC, points towards a peak within the coming 10–20 years, with a growth rate of 16.2 % to 33.0 %, followed by a subsequent decline. Particularly, in SSP3-7.0 scenario, the water footprint of food crops presents the highest, with a growth rate of up to 33.0 % because of the continuous growth of population and the increase of crop sowing area, while in SSP1-2.6 scenario, the water footprint of food crops shows the lowest, with a growth rate of 16.2 % because of the decrease in population and crop sowing area, before the middle of the current century.

在中国,农业是用水大户。在气候变化的背景下,面对水资源紧缺的压力,作物水足迹的研究为区域水资源管理优化、作物种植结构调整、积极应对气候变化对农业生产的负面影响等关键问题提供了理论依据。利用气象和农业数据,我们以位于汾河流域的太原市为重点研究对象,计算分析了2000-2020年小麦、玉米、谷子、高粱、大豆和马铃薯六种主要粮食作物的水足迹变化情况。通过细致的研究,我们发现蓝水在总水足迹中所占比例最大(45%),其次是绿水(39%),灰水所占比例最小(16%),这表明汾河流域农作物用水主要消耗地表水和地下水。我们的调查显示,蓝水和绿水之间存在互补关系,而从 2000 年到 2020 年,蓝水和灰水均呈总体下降趋势。此外,考虑到 IPCC 的各种 SSPs-RCPs 情景,我们对粮食作物水足迹进行了预测建模,结果表明未来 10-20 年内水足迹将达到峰值,增长率为 16.2% 到 33.0%,随后会下降。特别是在 SSP3-7.0 情景中,由于人口持续增长和作物播种面积增加,粮食作物的水足迹最大,增长率高达 33.0%,而在 SSP1-2.6 情景中,由于本世纪中叶之前人口和作物播种面积减少,粮食作物的水足迹最小,增长率为 16.2%。
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