气候变化将促进有害蓝藻Raphidiopsis raciborskii在南美洲的入侵

IF 4.5 1区 生物学 Q1 MARINE & FRESHWATER BIOLOGY
Felipe Morais Zanon , Bruno Henrique Mioto Stabile , Beatriz Melissa Campos , Érica Oliveira de Lima , Matheus Juan Alarcon Sampaio , Yasmin Rodrigues de Souza , Leonardo Rodrigues Tolardo , Mayra Koma Gomes , Luddy Searom Carias de Moraes , Gabriela Sponchiado Hein , Jaqueline Dantas da Silva , Larissa da Silva Pinha , Loiani Oliveira Santana , Mariana Albuquerque , Vinicius da Silva , João Vitor Bredariol , Gabriel Arthur Lopes da Silva , Gabriel Delabio da Silva , Aline Aparecida Aguiar Ferreira , Luíz Fernando Esser , Luzia Cleide Rodrigues
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引用次数: 0

摘要

入侵蓝藻物种Raphidiopsis raciborskii于1899年首次在印度-马来西亚地区被记录,目前研究报告它在世界各地的热带、亚热带和温带环境中都有存在。除了在新环境中具有可塑性外,raciborskii还具有产生蛤蚌毒素和柱精子素的能力,这些物质会导致水生生物死亡,危害人类健康,值得关注。本研究利用生态位模型(ENMs)评估了本世纪末全球气候变化对鼠耳鼠潜在扩张的影响。我们在集合预测方法中应用了一套机器学习算法来估计在预测的气候变化下南美洲物种的潜在分布,考虑不同的碳排放情景。在中等情景下,亚马逊盆地北部、奥里诺科河盆地南部和北大西洋盆地的部分地区对该物种的环境适应性增强。在悲观情景下,适宜性增加最大的盆地为Paraná-Paraguay盆地。在当前和未来的情况下,几个盆地仍然非常适合,尤其是巴西。本研究强调了认识和解决气候变化对入侵物种鼠唇蝗分布的影响的重要性。鉴于这些生物对生物多样性和生态系统服务的巨大影响,南美国家必须实施监测措施,以评估该物种繁殖的扩大,以及政府控制水质的行动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Climate change will boost the invasion of the harmful cyanobacterium Raphidiopsis raciborskii in South America

Climate change will boost the invasion of the harmful cyanobacterium Raphidiopsis raciborskii in South America
The invasive cyanobacterium species Raphidiopsis raciborskii was first recorded in the Indo-Malaysian region in 1899, and studies currently report its presence in tropical, subtropical, and temperate environments around the world. In addition to its plasticity in colonizing new environments, R. raciborskii deserves attention for its ability to produce saxitoxin and cylindrospermopsin, which can cause the death of aquatic organisms and harm human health. In this work, we assessed the effect of global climate change towards the end of this century on the potential expansion of R. raciborskii using ecological niche models (ENMs). We applied a set of machine learning algorithms within the ensemble prediction approach to estimate the potential distribution of the species in South America under projected climate change, considering different carbon emission scenarios. In the moderate scenario, the northern Amazon basin, the southern Orinoco basin, and part of the North Atlantic basin showed increased environmental suitability for the species. In the pessimistic scenario, the basin with the greatest increase in suitability was the Paraná-Paraguay basin. Several basins remained highly suitable in both current and future scenarios, especially in Brazil. This study highlights the importance of understanding and addressing the impacts of climate change on the distribution of the invasive species R. raciborskii. South American countries must implement monitoring measures to assess the expansion of blooms of this species, as well as government actions to control water quality, given the strong impact of these organisms on biodiversity and ecosystem services.
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来源期刊
Harmful Algae
Harmful Algae 生物-海洋与淡水生物学
CiteScore
12.50
自引率
15.20%
发文量
122
审稿时长
7.5 months
期刊介绍: This journal provides a forum to promote knowledge of harmful microalgae and macroalgae, including cyanobacteria, as well as monitoring, management and control of these organisms.
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