Predicted气候变化下中国沿海非原生红鼓分布增加

IF 2.2 3区 环境科学与生态学 Q2 ECOLOGY
Jintao Li, Linjie Li, Yankuo Xing, Linlong Wang, Yugui Zhu, Bin Kang
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引用次数: 0

摘要

气候变化和物种入侵是全球生物多样性面临的最严重威胁之一,气候变化将进一步极大地改变入侵物种的分布。红鼓Sciaenops ocellatus (Linnaeus, 1766)在世界许多地方建立了非本地种群,对当地生态系统造成了负面影响。基于455条全球红鱼发生记录(其中38条在中国海域)和5个生物相关变量(海底平均温度、海底平均盐度、海底平均流速、深度和离岸距离),建立了加权系综模型,预测了两种气候变化情景(RCP 26和RCP 85)下中国海域红鱼的当前潜在分布和未来分布。基于真实技能统计(TSS)和曲线下面积(AUC),集成模型比任何单一模型都具有更准确的预测性能。在5个环境变量中,平均温度是影响红鼓分布最重要的环境变量。集合模式预测表明,目前红鼓鱼的适宜生境主要集中在中国大陆沿海、海南岛周边和台湾西部沿海水域(17~41°N)。2050年代和2100年代的预估表明,在未来两种气候情景(RCP 26和RCP 85)下,红鼓将向北扩展,特别是在黄海西部和渤海沿岸,应纳入维持生态系统结构和功能的管理策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predicted increased distribution of non-native red drum in China’s coastal waters under climate change
Climate change and species invasions are among the most serious threats to global biodiversity, and climate change will further greatly alter the distribution of invasive species. The red drum Sciaenops ocellatus (Linnaeus, 1766) has established non-native populations in many parts of the world, leading to negative effects on local ecosystems. In this study, based on 455 global occurrence records (38 of which were in Chinese waters) and 5 biologically relevant variables (average ocean bottom temperature, ocean bottom average salinity, ocean bottom average flow rate, depth, and distance from shore), a weighted ensemble model was developed to predict the current potential distribution of red drum in Chinese waters and the future distribution under two climate change scenarios (RCP 26 and RCP 85). Based on the True Skill Statistics (TSS) and the Area Under Curve (AUC), the ensemble model showed more accurate predictive performance than any single model. Among the five environmental variables, the average temperature was the most important environmental variable influencing the distribution of red drum. Ensemble model prediction showed that the current suitable habitat of red drum was mainly concentrated on the coast of Chinese mainland, around Hainan Island, and the western coastal waters of Taiwan Province (17~41°N). Projections in the 2050s and 2100s suggested that red drum would expand northwards under both future climate scenarios (RCP 26 and RCP 85), especially in the western part of the Yellow Sea and along the Bohai Sea coast, which should be involved in the management strategies to maintain ecosystem structure and function.
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来源期刊
Aquatic Invasions
Aquatic Invasions ECOLOGY-MARINE & FRESHWATER BIOLOGY
CiteScore
4.30
自引率
0.00%
发文量
20
审稿时长
6-12 weeks
期刊介绍: Aquatic Invasions is an open access, peer-reviewed international journal focusing on academic research of biological invasions in both inland and coastal water ecosystems from around the world. It was established in 2006 as initiative of the International Society of Limnology (SIL) Working Group on Aquatic Invasive Species (WGAIS) with start-up funding from the European Commission Sixth Framework Programme for Research and Technological Development Integrated Project ALARM. Aquatic Invasions is an official journal of International Association for Open Knowledge on Invasive Alien Species (INVASIVESNET). Aquatic Invasions provides a forum for professionals involved in research of aquatic non-native species, including a focus on the following: • Patterns of non-native species dispersal, including range extensions with global change • Trends in new introductions and establishment of non-native species • Population dynamics of non-native species • Ecological and evolutionary impacts of non-native species • Behaviour of invasive and associated native species in invaded areas • Prediction of new invasions • Advances in non-native species identification and taxonomy
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