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
{"title":"气候变化将促进有害蓝藻Raphidiopsis raciborskii在南美洲的入侵","authors":"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","doi":"10.1016/j.hal.2025.102957","DOIUrl":null,"url":null,"abstract":"<div><div>The invasive cyanobacterium species <em>Raphidiopsis raciborskii</em> 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, <em>R. raciborskii</em> 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 <em>R. raciborskii</em> 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 <em>R. raciborskii</em>. 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.</div></div>","PeriodicalId":12897,"journal":{"name":"Harmful Algae","volume":"149 ","pages":"Article 102957"},"PeriodicalIF":4.5000,"publicationDate":"2025-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Climate change will boost the invasion of the harmful cyanobacterium Raphidiopsis raciborskii in South America\",\"authors\":\"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\",\"doi\":\"10.1016/j.hal.2025.102957\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The invasive cyanobacterium species <em>Raphidiopsis raciborskii</em> 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, <em>R. raciborskii</em> 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 <em>R. raciborskii</em> 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 <em>R. raciborskii</em>. 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.</div></div>\",\"PeriodicalId\":12897,\"journal\":{\"name\":\"Harmful Algae\",\"volume\":\"149 \",\"pages\":\"Article 102957\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2025-08-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Harmful Algae\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1568988325001593\",\"RegionNum\":1,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MARINE & FRESHWATER BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Harmful Algae","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1568988325001593","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MARINE & FRESHWATER BIOLOGY","Score":null,"Total":0}
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.
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.