基于优化参数地理探测器(OPGD)的干旱区盐渍化演变特征及驱动机制分析

IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Jingyu Liu, Shuai Guo, Pengwei Zhang, Hongli Hu, Su Tang
{"title":"基于优化参数地理探测器(OPGD)的干旱区盐渍化演变特征及驱动机制分析","authors":"Jingyu Liu, Shuai Guo, Pengwei Zhang, Hongli Hu, Su Tang","doi":"10.1016/j.jenvman.2025.127487","DOIUrl":null,"url":null,"abstract":"<p><p>Understanding the mechanisms of saline-alkali in arid oasis regions is crucial for ecological security. This study integrates multi-source spatiotemporal data with the Optimized Parameter Geographic Detector (OPGD) model. The analysis utilizes 1511 soil samples collected in 2022 alongside multi-year remote sensing interpretation results. By quantifying eleven water-soil-vegetation-human activity driving factors, the research systematically reveals the patterns, evolution, and driving mechanisms of soil salinization in the Kashgar Plain oasis. Key findings include: (1) The area exhibits chloride-sulfate type severe salinization (average soil salinity 19.17 g/kg), with spatial heterogeneity characterized by an overall low salinity level but with localized severe salinization hotspots, and a pattern of lighter in the south and heavier in the north. The northern regions (Jiashi-Bachu) are high-risk hotspots (with 18.62 % of areas severely salinized). Sodium ions dominate (accounting for 34.6 % of cations), highlighting risks associated with sodium accumulation; (2) Post-2010 policies supporting Xinjiang's development drove large-scale reclamation and oasis expansion (+9885 km<sup>2</sup>), contributing to regional economic development. However, this rapid land-use change in ecologically vulnerable northern areas inadvertently altered the local water-salt balance, leading to a notable expansion of secondary salinization (+5753 km<sup>2</sup>) against the backdrop of overall oasis improvement. This has created a spatially divergent pattern of \"deterioration in the north, improvement in the south, and stability in the central\"; (3) The OPGD model identifies land use as the primary anthropogenic driver (Q = 0.2479), while groundwater systems (depth and mineralization) serve as natural key factors. Interaction effects between factors were prevalent and significant, primarily exhibiting bivariate enhancement. Notably, the interaction between groundwater mineralization and vegetation cover (X9∩X10) demonstrated nonlinear enhancement (Q = 0.2715), which is stronger than the sum of their individual effects. Thresholds for risk are first defined: mineralization degree >14 g/L and groundwater depth exhibiting a bimodal risk distribution (<6.06 m and >43.1 m). The findings provide a theoretical framework for the precise management of saline-alkali land along the Silk Road Economic Belt.</p>","PeriodicalId":356,"journal":{"name":"Journal of Environmental Management","volume":"394 ","pages":"127487"},"PeriodicalIF":8.4000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of the evolution characteristics and driving mechanisms of salinization in arid regions based on multi-factor interaction with optimized parameter geographic detector (OPGD)<sup>1</sup>.\",\"authors\":\"Jingyu Liu, Shuai Guo, Pengwei Zhang, Hongli Hu, Su Tang\",\"doi\":\"10.1016/j.jenvman.2025.127487\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Understanding the mechanisms of saline-alkali in arid oasis regions is crucial for ecological security. This study integrates multi-source spatiotemporal data with the Optimized Parameter Geographic Detector (OPGD) model. The analysis utilizes 1511 soil samples collected in 2022 alongside multi-year remote sensing interpretation results. By quantifying eleven water-soil-vegetation-human activity driving factors, the research systematically reveals the patterns, evolution, and driving mechanisms of soil salinization in the Kashgar Plain oasis. Key findings include: (1) The area exhibits chloride-sulfate type severe salinization (average soil salinity 19.17 g/kg), with spatial heterogeneity characterized by an overall low salinity level but with localized severe salinization hotspots, and a pattern of lighter in the south and heavier in the north. The northern regions (Jiashi-Bachu) are high-risk hotspots (with 18.62 % of areas severely salinized). Sodium ions dominate (accounting for 34.6 % of cations), highlighting risks associated with sodium accumulation; (2) Post-2010 policies supporting Xinjiang's development drove large-scale reclamation and oasis expansion (+9885 km<sup>2</sup>), contributing to regional economic development. However, this rapid land-use change in ecologically vulnerable northern areas inadvertently altered the local water-salt balance, leading to a notable expansion of secondary salinization (+5753 km<sup>2</sup>) against the backdrop of overall oasis improvement. This has created a spatially divergent pattern of \\\"deterioration in the north, improvement in the south, and stability in the central\\\"; (3) The OPGD model identifies land use as the primary anthropogenic driver (Q = 0.2479), while groundwater systems (depth and mineralization) serve as natural key factors. Interaction effects between factors were prevalent and significant, primarily exhibiting bivariate enhancement. Notably, the interaction between groundwater mineralization and vegetation cover (X9∩X10) demonstrated nonlinear enhancement (Q = 0.2715), which is stronger than the sum of their individual effects. Thresholds for risk are first defined: mineralization degree >14 g/L and groundwater depth exhibiting a bimodal risk distribution (<6.06 m and >43.1 m). The findings provide a theoretical framework for the precise management of saline-alkali land along the Silk Road Economic Belt.</p>\",\"PeriodicalId\":356,\"journal\":{\"name\":\"Journal of Environmental Management\",\"volume\":\"394 \",\"pages\":\"127487\"},\"PeriodicalIF\":8.4000,\"publicationDate\":\"2025-10-01\",\"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.2025.127487\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Environmental Management","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1016/j.jenvman.2025.127487","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

了解干旱绿洲地区盐碱变化的机理对生态安全具有重要意义。本研究将多源时空数据与优化参数地理探测器(OPGD)模型相结合。该分析利用了2022年收集的1511个土壤样本以及多年的遥感解译结果。通过对11个水-土壤-植被-人类活动驱动因子的量化分析,系统揭示了喀什平原绿洲土壤盐渍化的格局、演变及其驱动机制。主要发现包括:(1)研究区呈现出氯化物-硫酸盐型重度盐渍化特征(平均土壤盐度19.17 g/kg),具有整体低盐度、局部重度盐渍化热点、南轻北重的空间异质性。北部地区(贾什-巴楚)为盐渍化高发地区(严重盐渍化地区占18.62%)。钠离子占主导地位(占阳离子的34.6%),突出了与钠积累相关的风险;(2) 2010年后新疆发展扶持政策带动了大规模垦殖和绿洲扩张(+9885 km2),促进了区域经济发展。然而,在生态脆弱的北部地区,这种快速的土地利用变化无意中改变了当地的水盐平衡,导致在绿洲整体改善的背景下,次生盐碱化显著扩大(+5753 km2)。这就形成了“北变、南变、中稳”的空间分化格局;(3) OPGD模型认为土地利用是主要的人为驱动因素(Q = 0.2479),而地下水系统(深度和矿化)是自然的关键因素。因子间的交互作用普遍且显著,主要表现为双变量增强。值得注意的是,地下水矿化与植被覆盖(X9∩X10)之间的相互作用表现出非线性增强(Q = 0.2715),强于二者单独作用的总和。首先定义了风险阈值:矿化度>14 g/L,地下水深度为双峰风险分布(43.1 m)。研究结果为丝绸之路经济带盐碱地的精准管理提供了理论框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of the evolution characteristics and driving mechanisms of salinization in arid regions based on multi-factor interaction with optimized parameter geographic detector (OPGD)1.

Understanding the mechanisms of saline-alkali in arid oasis regions is crucial for ecological security. This study integrates multi-source spatiotemporal data with the Optimized Parameter Geographic Detector (OPGD) model. The analysis utilizes 1511 soil samples collected in 2022 alongside multi-year remote sensing interpretation results. By quantifying eleven water-soil-vegetation-human activity driving factors, the research systematically reveals the patterns, evolution, and driving mechanisms of soil salinization in the Kashgar Plain oasis. Key findings include: (1) The area exhibits chloride-sulfate type severe salinization (average soil salinity 19.17 g/kg), with spatial heterogeneity characterized by an overall low salinity level but with localized severe salinization hotspots, and a pattern of lighter in the south and heavier in the north. The northern regions (Jiashi-Bachu) are high-risk hotspots (with 18.62 % of areas severely salinized). Sodium ions dominate (accounting for 34.6 % of cations), highlighting risks associated with sodium accumulation; (2) Post-2010 policies supporting Xinjiang's development drove large-scale reclamation and oasis expansion (+9885 km2), contributing to regional economic development. However, this rapid land-use change in ecologically vulnerable northern areas inadvertently altered the local water-salt balance, leading to a notable expansion of secondary salinization (+5753 km2) against the backdrop of overall oasis improvement. This has created a spatially divergent pattern of "deterioration in the north, improvement in the south, and stability in the central"; (3) The OPGD model identifies land use as the primary anthropogenic driver (Q = 0.2479), while groundwater systems (depth and mineralization) serve as natural key factors. Interaction effects between factors were prevalent and significant, primarily exhibiting bivariate enhancement. Notably, the interaction between groundwater mineralization and vegetation cover (X9∩X10) demonstrated nonlinear enhancement (Q = 0.2715), which is stronger than the sum of their individual effects. Thresholds for risk are first defined: mineralization degree >14 g/L and groundwater depth exhibiting a bimodal risk distribution (<6.06 m and >43.1 m). The findings provide a theoretical framework for the precise management of saline-alkali land along the Silk Road Economic Belt.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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