利用湖泊沉积物重建多重环境压力对大凉山地区滑坡沉积物的影响

IF 5.6 Q1 ENVIRONMENTAL SCIENCES
Han Wu , Jinzhao Hu , Jie Zhang , Feng Zhao , Liang Zhang , Haiyan He , Qian Wang
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引用次数: 0

摘要

对历史滑坡泥沙动力学的评估可以提高我们对环境变化下滑坡侵蚀时间格局的理解,从而帮助我们制定更好的管理策略。大凉山地区是西南地区地震活动频繁、降水集中的滑坡侵蚀高发区,在过去几十年经历了强烈的人为干扰。在此,我们利用机器学习算法和贝叶斯模型,重建了在地震活动、气候变化和人类活动的影响下,大梁山地区一个具有代表性的构造活跃流域的年代湖泊沉积物中记录的滑坡泥沙比例和相关泥沙沉积速率。分别采用元素(E)集、特定元素比(S)集及其组合集(E + S) 3种地球化学示踪剂集进行滑坡与其他沉积物源的区分。结果表明,滑坡侵蚀是主要来源,占代表性岩心沉积物的70%以上。结果表明,该地区70年来的环境变化大致表现为“dr增加→dr最高→dr减少”三个阶段。1966年以前,彝族农奴制改革和成昆铁路的建设推动了土地开垦,加剧了大规模的森林砍伐,导致初期的DRs迅速增加。1967-2004年,由于地震事件频繁和降水加剧的共同作用,DRs最高。最后阶段(2005年以后)的DRs下降与止回坝措施的实施相对应。这些发现提高了我们对多因素影响下环境变化对滑坡侵蚀时间格局的认识,为该地区滑坡风险管理提供了依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Use of lake deposits to reconstruct the effects of multiple environmental stressors on landslide-derived sediment in the Daliang mountain region, SW China
Assessment of historical landslide-derived sediment dynamics can improve our understanding of the temporal pattern of landslide erosion under environmental changes to help inform better management strategies. The Daliang Mountain region, featured by frequent seismic activities and concentrated precipitation, is highly prone to landslide erosion in Southwest China and has experienced intense human disturbance over the past several decades. Here, we reconstructed the proportion of sediment and associated sediment deposition rates derived from landslide (DRs) recorded in the dated lake deposits in response to seismic activity, climate change, and human activities in a representative tectonically active catchment from the Daliang Mountain region, using a machine learning algorithm and Bayesian model. Three geochemical tracer sets (i.e., element (E) set, specific element ratios (S) set, and their combination set (E + S), were respectively examined to discriminate between landslide and other sediment sources. The results indicate that landslide erosion was the dominant source, contributing over 70 % of the core sediment in the representative core. We identified three general stages of “increasing DRs→highest DRs→decreasing DRs” reflecting environmental changes in the region over the past 70 years. Before 1966, land reclamation promoted by the Yi serfdom reform and the Cheng-Kun Railway's construction, exacerbated massive deforestation, causing a rapid increase in DRs during the initial period. DRs were the highest during 1967–2004 due to the combined effects of frequent seismic events and intensified precipitation. The decreasing DRs during the latest stage (after 2005) correspond to the implementation of check dam initiatives. These findings improve our understanding of the temporal pattern of landslide erosion in response to environmental changes impacted by multiple factors, providing evidence for supporting landslide risk management in the region.
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来源期刊
Environmental and Sustainability Indicators
Environmental and Sustainability Indicators Environmental Science-Environmental Science (miscellaneous)
CiteScore
7.80
自引率
2.30%
发文量
49
审稿时长
57 days
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