Richard Mugani , Fatima El Khalloufi , Minoru Kasada , El Mahdi Redouane , Mohammed Haida , Roseline Prisca Aba , Yasser Essadki , Soukaina El Amrani Zerrifi , Sven-Oliver Herter , Abdessamad Hejjaj , Faissal Aziz , Naaila Ouazzani , Joana Azevedo , Alexandre Campos , Anke Putschew , Hans-Peter Grossart , Laila Mandi , Vitor Vasconcelos , Brahim Oudra
{"title":"利用卫星图像监测 Lalla Takerkoust 水库中的有毒蓝藻藻华以及微囊藻毒素向周围农场的转移情况","authors":"Richard Mugani , Fatima El Khalloufi , Minoru Kasada , El Mahdi Redouane , Mohammed Haida , Roseline Prisca Aba , Yasser Essadki , Soukaina El Amrani Zerrifi , Sven-Oliver Herter , Abdessamad Hejjaj , Faissal Aziz , Naaila Ouazzani , Joana Azevedo , Alexandre Campos , Anke Putschew , Hans-Peter Grossart , Laila Mandi , Vitor Vasconcelos , Brahim Oudra","doi":"10.1016/j.hal.2024.102631","DOIUrl":null,"url":null,"abstract":"<div><p>Cyanobacterial harmful algal blooms (CyanoHABs) threaten public health and freshwater ecosystems worldwide. In this study, our main goal was to explore the dynamics of cyanobacterial blooms and how microcystins (MCs) move from the Lalla Takerkoust reservoir to the nearby farms. We used Landsat imagery, molecular analysis, collecting and analyzing physicochemical data, and assessing toxins using HPLC. Our investigation identified two cyanobacterial species responsible for the blooms: <em>Microcystis</em> sp. and <em>Synechococcus</em> sp. Our <em>Microcystis</em> strain produced three MC variants (MC-RR, MC-YR, and MC-LR), with MC-RR exhibiting the highest concentrations in dissolved and intracellular toxins. In contrast, our <em>Synechococcus</em> strain did not produce any detectable toxins. To validate our Normalized Difference Vegetation Index (NDVI) results, we utilized limnological data, including algal cell counts, and quantified MCs in freeze-dried <em>Microcystis</em> bloom samples collected from the reservoir. Our study revealed patterns and trends in cyanobacterial proliferation in the reservoir over 30 years and presented a historical map of the area of cyanobacterial infestation using the NDVI method. The study found that MC-LR accumulates near the water surface due to the buoyancy of <em>Microcystis</em>. The maximum concentration of MC-LR in the reservoir water was 160 µg L<sup>−1</sup>. In contrast, 4 km downstream of the reservoir, the concentration decreased by a factor of 5.39 to 29.63 µgL<sup>−1</sup>, indicating a decrease in MC-LR concentration with increasing distance from the bloom source. Similarly, the MC-YR concentration decreased by a factor of 2.98 for the same distance. Interestingly, the MC distribution varied with depth, with MC-LR dominating at the water surface and MC-YR at the reservoir outlet at a water depth of 10 m. Our findings highlight the impact of nutrient concentrations, environmental factors, and transfer processes on bloom dynamics and MC distribution. We emphasize the need for effective management strategies to minimize toxin transfer and ensure public health and safety.</p></div>","PeriodicalId":12897,"journal":{"name":"Harmful Algae","volume":"135 ","pages":"Article 102631"},"PeriodicalIF":5.5000,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1568988324000659/pdfft?md5=759a5964733231c82989ea2cb69c4517&pid=1-s2.0-S1568988324000659-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Monitoring of toxic cyanobacterial blooms in Lalla Takerkoust reservoir by satellite imagery and microcystin transfer to surrounding farms\",\"authors\":\"Richard Mugani , Fatima El Khalloufi , Minoru Kasada , El Mahdi Redouane , Mohammed Haida , Roseline Prisca Aba , Yasser Essadki , Soukaina El Amrani Zerrifi , Sven-Oliver Herter , Abdessamad Hejjaj , Faissal Aziz , Naaila Ouazzani , Joana Azevedo , Alexandre Campos , Anke Putschew , Hans-Peter Grossart , Laila Mandi , Vitor Vasconcelos , Brahim Oudra\",\"doi\":\"10.1016/j.hal.2024.102631\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Cyanobacterial harmful algal blooms (CyanoHABs) threaten public health and freshwater ecosystems worldwide. In this study, our main goal was to explore the dynamics of cyanobacterial blooms and how microcystins (MCs) move from the Lalla Takerkoust reservoir to the nearby farms. We used Landsat imagery, molecular analysis, collecting and analyzing physicochemical data, and assessing toxins using HPLC. Our investigation identified two cyanobacterial species responsible for the blooms: <em>Microcystis</em> sp. and <em>Synechococcus</em> sp. Our <em>Microcystis</em> strain produced three MC variants (MC-RR, MC-YR, and MC-LR), with MC-RR exhibiting the highest concentrations in dissolved and intracellular toxins. In contrast, our <em>Synechococcus</em> strain did not produce any detectable toxins. To validate our Normalized Difference Vegetation Index (NDVI) results, we utilized limnological data, including algal cell counts, and quantified MCs in freeze-dried <em>Microcystis</em> bloom samples collected from the reservoir. Our study revealed patterns and trends in cyanobacterial proliferation in the reservoir over 30 years and presented a historical map of the area of cyanobacterial infestation using the NDVI method. The study found that MC-LR accumulates near the water surface due to the buoyancy of <em>Microcystis</em>. The maximum concentration of MC-LR in the reservoir water was 160 µg L<sup>−1</sup>. In contrast, 4 km downstream of the reservoir, the concentration decreased by a factor of 5.39 to 29.63 µgL<sup>−1</sup>, indicating a decrease in MC-LR concentration with increasing distance from the bloom source. Similarly, the MC-YR concentration decreased by a factor of 2.98 for the same distance. Interestingly, the MC distribution varied with depth, with MC-LR dominating at the water surface and MC-YR at the reservoir outlet at a water depth of 10 m. Our findings highlight the impact of nutrient concentrations, environmental factors, and transfer processes on bloom dynamics and MC distribution. We emphasize the need for effective management strategies to minimize toxin transfer and ensure public health and safety.</p></div>\",\"PeriodicalId\":12897,\"journal\":{\"name\":\"Harmful Algae\",\"volume\":\"135 \",\"pages\":\"Article 102631\"},\"PeriodicalIF\":5.5000,\"publicationDate\":\"2024-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S1568988324000659/pdfft?md5=759a5964733231c82989ea2cb69c4517&pid=1-s2.0-S1568988324000659-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Harmful Algae\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1568988324000659\",\"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/S1568988324000659","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}
Monitoring of toxic cyanobacterial blooms in Lalla Takerkoust reservoir by satellite imagery and microcystin transfer to surrounding farms
Cyanobacterial harmful algal blooms (CyanoHABs) threaten public health and freshwater ecosystems worldwide. In this study, our main goal was to explore the dynamics of cyanobacterial blooms and how microcystins (MCs) move from the Lalla Takerkoust reservoir to the nearby farms. We used Landsat imagery, molecular analysis, collecting and analyzing physicochemical data, and assessing toxins using HPLC. Our investigation identified two cyanobacterial species responsible for the blooms: Microcystis sp. and Synechococcus sp. Our Microcystis strain produced three MC variants (MC-RR, MC-YR, and MC-LR), with MC-RR exhibiting the highest concentrations in dissolved and intracellular toxins. In contrast, our Synechococcus strain did not produce any detectable toxins. To validate our Normalized Difference Vegetation Index (NDVI) results, we utilized limnological data, including algal cell counts, and quantified MCs in freeze-dried Microcystis bloom samples collected from the reservoir. Our study revealed patterns and trends in cyanobacterial proliferation in the reservoir over 30 years and presented a historical map of the area of cyanobacterial infestation using the NDVI method. The study found that MC-LR accumulates near the water surface due to the buoyancy of Microcystis. The maximum concentration of MC-LR in the reservoir water was 160 µg L−1. In contrast, 4 km downstream of the reservoir, the concentration decreased by a factor of 5.39 to 29.63 µgL−1, indicating a decrease in MC-LR concentration with increasing distance from the bloom source. Similarly, the MC-YR concentration decreased by a factor of 2.98 for the same distance. Interestingly, the MC distribution varied with depth, with MC-LR dominating at the water surface and MC-YR at the reservoir outlet at a water depth of 10 m. Our findings highlight the impact of nutrient concentrations, environmental factors, and transfer processes on bloom dynamics and MC distribution. We emphasize the need for effective management strategies to minimize toxin transfer and ensure public health and safety.
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.