Evaluation of ecological drought in northwest China by integrating ecological water budget and vegetation status.

IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Journal of Environmental Management Pub Date : 2025-09-01 Epub Date: 2025-07-17 DOI:10.1016/j.jenvman.2025.126588
Zengkun Guo, Yang Yu, Lingxiao Sun, Chunlan Li, Jing He, Lingyun Zhang, Xiaoyun Ding, Jing Guo, Yuanbo Lu, Weijie Wang, Ireneusz Malik, Malgorzata Wistuba, Ruide Yu
{"title":"Evaluation of ecological drought in northwest China by integrating ecological water budget and vegetation status.","authors":"Zengkun Guo, Yang Yu, Lingxiao Sun, Chunlan Li, Jing He, Lingyun Zhang, Xiaoyun Ding, Jing Guo, Yuanbo Lu, Weijie Wang, Ireneusz Malik, Malgorzata Wistuba, Ruide Yu","doi":"10.1016/j.jenvman.2025.126588","DOIUrl":null,"url":null,"abstract":"<p><p>Global warming is increasing the frequency and intensity of drought events, posing profound threats to ecosystems. Ecological drought is a multifaceted process in terrestrial ecosystems, characterized by the impairment of vegetation eco-physiological functions due to water stress. However, current ecological drought assessments primarily focus on ecological water supply and demand, often overlooking the status of vegetation growth. To address this gap, we developed a standardized composite ecological drought index (SCEDI) that integrates precipitation (Pre), ecological water deficit (EWD), and the vegetation health index (VHI) using a Euclidean distance-based approach. We further analyzed spatiotemporal dynamics of ecological drought and its characteristics, utilizing run theory and empirical orthogonal function (EOF) methods. Results showed that ecological drought intensified in spring (SCEDI change: -0.002) and winter (-0.013), but weakened in summer (0.006) and autumn (0.002). The first EOF mode explained 30.51 % of the total variance, indicating a reversal in wet-dry patterns between mountainous regions and oases around 2002. Over the past 34 years, Xinjiang has experienced more than 19 ecological drought events, each with an average duration of approximately 3.11 months. Regionally, droughts in mountainous areas occurred more frequently but were shorter and less intense, while in oasis areas they were less frequent but more persistent and severe. Furthermore, Shapley Additive Explanations (SHAP) analysis identified EWD (SHAP value: 0.265) and precipitation (0.176) as the most influential drivers of ecological drought. Higher values of both factors were positively associated with ecological drought severity, while lower values had a mitigating effect. This study highlights the potential of SCEDI in accurately capturing ecological drought dynamics and provides a scientific basis for ecological risk assessment and adaptive drought management in arid regions.</p>","PeriodicalId":356,"journal":{"name":"Journal of Environmental Management","volume":"391 ","pages":"126588"},"PeriodicalIF":8.4000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Environmental Management","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1016/j.jenvman.2025.126588","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/7/17 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Global warming is increasing the frequency and intensity of drought events, posing profound threats to ecosystems. Ecological drought is a multifaceted process in terrestrial ecosystems, characterized by the impairment of vegetation eco-physiological functions due to water stress. However, current ecological drought assessments primarily focus on ecological water supply and demand, often overlooking the status of vegetation growth. To address this gap, we developed a standardized composite ecological drought index (SCEDI) that integrates precipitation (Pre), ecological water deficit (EWD), and the vegetation health index (VHI) using a Euclidean distance-based approach. We further analyzed spatiotemporal dynamics of ecological drought and its characteristics, utilizing run theory and empirical orthogonal function (EOF) methods. Results showed that ecological drought intensified in spring (SCEDI change: -0.002) and winter (-0.013), but weakened in summer (0.006) and autumn (0.002). The first EOF mode explained 30.51 % of the total variance, indicating a reversal in wet-dry patterns between mountainous regions and oases around 2002. Over the past 34 years, Xinjiang has experienced more than 19 ecological drought events, each with an average duration of approximately 3.11 months. Regionally, droughts in mountainous areas occurred more frequently but were shorter and less intense, while in oasis areas they were less frequent but more persistent and severe. Furthermore, Shapley Additive Explanations (SHAP) analysis identified EWD (SHAP value: 0.265) and precipitation (0.176) as the most influential drivers of ecological drought. Higher values of both factors were positively associated with ecological drought severity, while lower values had a mitigating effect. This study highlights the potential of SCEDI in accurately capturing ecological drought dynamics and provides a scientific basis for ecological risk assessment and adaptive drought management in arid regions.

基于生态水收支和植被状况的西北地区生态干旱评价
全球变暖正在增加干旱事件的频率和强度,对生态系统构成严重威胁。生态干旱是陆地生态系统的一个多面性过程,其特征是水分胁迫导致植被生态生理功能受损。然而,目前的生态干旱评价主要关注生态水的供需,往往忽视了植被的生长状况。为了解决这一差距,我们使用基于欧几里得距离的方法开发了一个标准化的综合生态干旱指数(SCEDI),该指数综合了降水(Pre)、生态水分亏缺(EWD)和植被健康指数(VHI)。利用运行理论和经验正交函数(EOF)方法,进一步分析了生态干旱的时空动态特征。结果表明:春季(SCEDI变化幅度为-0.002)和冬季(-0.013)生态干旱加剧,夏季(0.006)和秋季(0.002)生态干旱减弱;第一个EOF模态解释了30.51%的总方差,表明2002年前后山地和绿洲之间的干湿格局发生了逆转。34年来,新疆共发生19次以上生态干旱事件,平均持续时间约为3.11个月。从区域上看,山区干旱发生频率较高,但持续时间较短,强度较小;绿洲地区干旱发生频率较低,但持续时间较长,严重程度较高。Shapley加性解释(Shapley Additive explanatory, SHAP)分析表明,edd (SHAP值为0.265)和降水(0.176)是影响生态干旱的最主要驱动因素。两个因子值越高,与生态干旱严重程度呈正相关,值越低则有缓解作用。该研究突出了SCEDI在准确捕捉生态干旱动态方面的潜力,为干旱区生态风险评估和适应性干旱管理提供了科学依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of Environmental Management
Journal of Environmental Management 环境科学-环境科学
CiteScore
13.70
自引率
5.70%
发文量
2477
审稿时长
84 days
期刊介绍: The Journal of Environmental Management is a journal for the publication of peer reviewed, original research for all aspects of management and the managed use of the environment, both natural and man-made.Critical review articles are also welcome; submission of these is strongly encouraged.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信