Integration of satellite surveillance and metagenomics for the monitoring and protection of water basins from oil spills

The planetary crisis regarding water resources means that new methods are needed to monitor large areas of water basins that are threatened by chemical and natural pollutants, together with climate change. With the aim to detect oil spill, we applied an algorithm, which could consistently and reliab...

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Main Authors: Emilio D'Ugo, Arghya Mukherjee, Roberto Giuseppetti, Matteo Tucci, Paola Bucci, Federico Aulenta, Giovanni Laneve, Fabio Magurano
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Environmental Advances
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666765724000164
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author Emilio D'Ugo
Arghya Mukherjee
Roberto Giuseppetti
Matteo Tucci
Paola Bucci
Federico Aulenta
Giovanni Laneve
Fabio Magurano
author_facet Emilio D'Ugo
Arghya Mukherjee
Roberto Giuseppetti
Matteo Tucci
Paola Bucci
Federico Aulenta
Giovanni Laneve
Fabio Magurano
author_sort Emilio D'Ugo
collection DOAJ
description The planetary crisis regarding water resources means that new methods are needed to monitor large areas of water basins that are threatened by chemical and natural pollutants, together with climate change. With the aim to detect oil spill, we applied an algorithm, which could consistently and reliably confirm the presence of oil in four polluted lake waters analyzed. Combined algorithm application and metagenomic analysis from the spill areas that had been detected by the satellite identified drivers of the microbial response to oil pollution. Based on ortholog abundances, metabolic pathway reconstruction carried out in PICRUSt2 highlighted the degradative capacity of these microorganism. These microorganisms could be suitable candidates for treatment of crude oil, aromatic hydrocarbons and the desulfurization of persistent petroleum substances like dibenzothiophene.Environmental changes have been analysed with the combination of satellite monitoring and metagenomic in other studies. Red snow phenomenon, in Franz Josef Land's Arctic observed by satellite, is the result of a microbial succession dominated by Chlamydomonas nivalis, a unicellular, red-colored photosynthetic green algae. Similarly, satellite monitoring and metagenomic monitoring were used to assess the impact on coral reefs of a huge quantity of mud spill from iron ore mining on the Abrolhos Bank reef in Brazil.In our study, the combination of satellite sensing and metagenomics analyses offer useful tools for the real-time monitoring of water bodies threatened by oil spills, as well as for the design of recovery strategies based on the use of valuable hydrocarbonoclastic microorganisms.
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spelling doaj.art-5ebe9cdc83ae4c7db4cd773687d8b0fe2024-03-14T06:16:34ZengElsevierEnvironmental Advances2666-76572024-04-0115100498Integration of satellite surveillance and metagenomics for the monitoring and protection of water basins from oil spillsEmilio D'Ugo0Arghya Mukherjee1Roberto Giuseppetti2Matteo Tucci3Paola Bucci4Federico Aulenta5Giovanni Laneve6Fabio Magurano7Department of Infectious Diseases, Istituto Superiore di Sanità, Rome, Italy; Corresponding authorDepartment of Food Biosciences, Teagasc Food Research Centre, Fermoy, Co. Cork, IrelandDepartment of Infectious Diseases, Istituto Superiore di Sanità, Rome, ItalyWater Research Institute (IRSA) National Research Council (CNR), Monterotondo (Rome), ItalyDepartment of Infectious Diseases, Istituto Superiore di Sanità, Rome, ItalyWater Research Institute (IRSA) National Research Council (CNR), Monterotondo (Rome), Italy; National Biodiversity Future Center, 90133 Palermo, ItalyScuola di Ingegneria Aerospaziale, “Sapienza” University of Rome, 00138 Rome, ItalyDepartment of Infectious Diseases, Istituto Superiore di Sanità, Rome, ItalyThe planetary crisis regarding water resources means that new methods are needed to monitor large areas of water basins that are threatened by chemical and natural pollutants, together with climate change. With the aim to detect oil spill, we applied an algorithm, which could consistently and reliably confirm the presence of oil in four polluted lake waters analyzed. Combined algorithm application and metagenomic analysis from the spill areas that had been detected by the satellite identified drivers of the microbial response to oil pollution. Based on ortholog abundances, metabolic pathway reconstruction carried out in PICRUSt2 highlighted the degradative capacity of these microorganism. These microorganisms could be suitable candidates for treatment of crude oil, aromatic hydrocarbons and the desulfurization of persistent petroleum substances like dibenzothiophene.Environmental changes have been analysed with the combination of satellite monitoring and metagenomic in other studies. Red snow phenomenon, in Franz Josef Land's Arctic observed by satellite, is the result of a microbial succession dominated by Chlamydomonas nivalis, a unicellular, red-colored photosynthetic green algae. Similarly, satellite monitoring and metagenomic monitoring were used to assess the impact on coral reefs of a huge quantity of mud spill from iron ore mining on the Abrolhos Bank reef in Brazil.In our study, the combination of satellite sensing and metagenomics analyses offer useful tools for the real-time monitoring of water bodies threatened by oil spills, as well as for the design of recovery strategies based on the use of valuable hydrocarbonoclastic microorganisms.http://www.sciencedirect.com/science/article/pii/S2666765724000164Remote sensing, satellite imageryOil spillMetagenomicsWater basinsFreshwatersPetroleum hydrocarbons
spellingShingle Emilio D'Ugo
Arghya Mukherjee
Roberto Giuseppetti
Matteo Tucci
Paola Bucci
Federico Aulenta
Giovanni Laneve
Fabio Magurano
Integration of satellite surveillance and metagenomics for the monitoring and protection of water basins from oil spills
Environmental Advances
Remote sensing, satellite imagery
Oil spill
Metagenomics
Water basins
Freshwaters
Petroleum hydrocarbons
title Integration of satellite surveillance and metagenomics for the monitoring and protection of water basins from oil spills
title_full Integration of satellite surveillance and metagenomics for the monitoring and protection of water basins from oil spills
title_fullStr Integration of satellite surveillance and metagenomics for the monitoring and protection of water basins from oil spills
title_full_unstemmed Integration of satellite surveillance and metagenomics for the monitoring and protection of water basins from oil spills
title_short Integration of satellite surveillance and metagenomics for the monitoring and protection of water basins from oil spills
title_sort integration of satellite surveillance and metagenomics for the monitoring and protection of water basins from oil spills
topic Remote sensing, satellite imagery
Oil spill
Metagenomics
Water basins
Freshwaters
Petroleum hydrocarbons
url http://www.sciencedirect.com/science/article/pii/S2666765724000164
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