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Calgaro L, Giubilato E, Aghito M, Jalkanen JP, Majamaki E, Ferrarin C, Hänninen R, Palamarchuk Y, Sofiev M, Semenzin E, Marcomini A. Influence of shipping activities on air and water quality in the Northern Adriatic Sea: A high-resolution modelling study. MARINE POLLUTION BULLETIN 2025; 217:118102. [PMID: 40347746 DOI: 10.1016/j.marpolbul.2025.118102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Revised: 03/18/2025] [Accepted: 05/02/2025] [Indexed: 05/14/2025]
Abstract
This study examined shipping's impact on air and water quality in the Northern Adriatic Sea using high-resolution models. Studied pollutants included cadmium, lead, benzo-a-pyrene, fluoranthene, ozone, sulphur dioxide, nitrogen oxides, and particulate matter (PM2.5). Shipping emissions, estimated via the Ship Traffic Emission Assessment Model (STEAM), were integrated with land-based emissions to simulate water and air quality using the ChemicalDrift and System for Integrated modeLling of Atmospheric coMposition (SILAM) models. Shipping contribution to water and sediments pollution is concentrated along shipping lanes, especially in early summer. Shipping contributes significantly to SO2 and NOx levels near harbours and shipping lanes, while O3 and PM2.5 changes affect the entire study area. A holistic evaluation for any management scenario considering both water and air quality will be needed to identify the best strategy to ensure both human health and marine environment protection.
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Affiliation(s)
- Loris Calgaro
- Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Via Torino 155, 30172 Venice Mestre, Italy.
| | - Elisa Giubilato
- Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Via Torino 155, 30172 Venice Mestre, Italy.
| | - Manuel Aghito
- Norwegian Meteorological Institute, Allégaten 70, 5007 Bergen, Norway.
| | - Jukka-Pekka Jalkanen
- Finnish Meteorological Institute, Erik Palménin aukio 1, FI-00560 Helsinki, Finland.
| | - Elisa Majamaki
- Finnish Meteorological Institute, Erik Palménin aukio 1, FI-00560 Helsinki, Finland.
| | - Christian Ferrarin
- CNR - National Research Council of Italy, ISMAR - Institute of Marine Sciences, Castello 2737/F, 30122 Venice, Italy.
| | - Risto Hänninen
- Finnish Meteorological Institute, Erik Palménin aukio 1, FI-00560 Helsinki, Finland.
| | - Yuliia Palamarchuk
- Finnish Meteorological Institute, Erik Palménin aukio 1, FI-00560 Helsinki, Finland.
| | - Mikhail Sofiev
- Finnish Meteorological Institute, Erik Palménin aukio 1, FI-00560 Helsinki, Finland.
| | - Elena Semenzin
- Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Via Torino 155, 30172 Venice Mestre, Italy.
| | - Antonio Marcomini
- Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Via Torino 155, 30172 Venice Mestre, Italy.
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Sambo B, Bonato M, Sperotto A, Torresan S, Furlan E, Lambert JH, Linkov I, Critto A. Framework for multirisk climate scenarios across system receptors with application to the Metropolitan City of Venice. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 2023; 43:2241-2261. [PMID: 36690591 DOI: 10.1111/risa.14097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 09/08/2022] [Accepted: 12/29/2022] [Indexed: 06/17/2023]
Abstract
Climate change influences the frequency of extreme events that affect both human and natural systems. It requires systemic climate change adaptation to address the complexity of risks across multiple domains and tackle the uncertainties of future scenarios. This paper introduces a multirisk analysis of climate hazard, exposure, vulnerability, and risk severity, specifically designed to hotspot geographic locations and prioritize system receptors that are affected by climate-related extremes. The analysis is demonstrated for the Metropolitan City of Venice. Representative scenarios (RCP4.5 and RCP8.5) of climate threats (i.e., storm surges, pluvial flood, heat waves, and drought) are selected and represented by projections of Regional Climate Models for a 30-year period (2021-2050). A sample of results is as follows. First, an increase in the risk is largely due to drought, pluvial flood, and storm surge, depending on the areas of interest, with the overall situation worsening under the RCP8.5 scenario. Second, particular locations have colocated vulnerable receptors at higher risk, concentrated in the urban centers (e.g., housing, railways, roads) and along the coast (e.g., beaches, wetlands, primary sector). Third, risk communication of potential environmental and socio-economic losses via the multirisk maps is useful to stakeholders and public administration. Fourth, the multirisk maps recommend priorities for future investigation and risk management, such as collection of sensor data, elaboration of mitigations, and adaptation plans at hotspot locations.
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Affiliation(s)
- Beatrice Sambo
- Department of Environmental Sciences, Informatics and Statistics, University of Ca' Foscari, Venice, Italy
- RAAS division, Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici (Fondazione CMCC), Lecce, Italy
| | - Marta Bonato
- Department of Environmental Sciences, Informatics and Statistics, University of Ca' Foscari, Venice, Italy
- Department Computational Landscape Ecology, UFZ - Helmholtz-Centre for Environmental Research, Leipzig, Germany
| | - Anna Sperotto
- Department of Environmental Sciences, Informatics and Statistics, University of Ca' Foscari, Venice, Italy
- Basque Centre for Climate Change (BC3) Scientific Campus of the University of the Basque Country, Biscay, Spain
| | - Silvia Torresan
- RAAS division, Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici (Fondazione CMCC), Lecce, Italy
| | - Elisa Furlan
- RAAS division, Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici (Fondazione CMCC), Lecce, Italy
| | - James H Lambert
- Center for Risk Management of Engineering Systems, University of Virginia, Charlottesville, Virginia, USA
| | - Igor Linkov
- Engineer Research and Development Center, U.S. Army Corps of Engineers, Concord, Massachusetts, USA
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - Andrea Critto
- Department of Environmental Sciences, Informatics and Statistics, University of Ca' Foscari, Venice, Italy
- RAAS division, Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici (Fondazione CMCC), Lecce, Italy
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Somatic Condition and Reproductive Potential as a Tandem in European Sardine: An Analysis with an Environmental Perspective in the Northern Adriatic (Gulf of Trieste). FISHES 2022. [DOI: 10.3390/fishes7030105] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The European sardine’s condition is reflected in its reproductive potential, and therefore, in its status as a fishery resource. These values depend on the stock’s distribution and resource availability, which is highly determined by environmental characteristics. Sardines from the productive Gulf of Trieste (in the North Adriatic), located in the northernmost section of the most septentrional Mediterranean sub-basin in which sardine exploitation has traditionally been intensive, were analysed. The reproductive cycle and gonadosomatic index (GSI) were studied. Tissue and mesenteric fat values, as well as vacuity (% V), relative condition (Kn), and hepatosomatic (HSI) indices were evaluated due to their potential relationships with reproductive performance. The results suggested opposite patterns between fat reserves and GSI, while Kn showed a relationship neither with GSI, nor with reproductive stage, which led us to conclude that it is more advisable to apply direct lipid indices to project their contribution to reproductive potential. Moreover, the females’ condition was generally better than that of the males, added to an advanced gonadal development during spring and summer, albeit males and females reached the spawning season together. Moreover, females’ GSIs were significantly higher during active spawning. Furthermore, correlation analyses showed that SST was related with the parameters evaluated, as well as the available portion of productivity for the fish (OPFish), which may explain the sardines’ better condition and GSIs than their chlorophyll concentration.
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A Multi-Risk Methodology for the Assessment of Climate Change Impacts in Coastal Zones. SUSTAINABILITY 2020. [DOI: 10.3390/su12093697] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Climate change threatens coastal areas, posing significant risks to natural and human systems, including coastal erosion and inundation. This paper presents a multi-risk approach integrating multiple climate-related hazards and exposure and vulnerability factors across different spatial units and temporal scales. The multi-hazard assessment employs an influence matrix to analyze the relationships among hazards (sea-level rise, coastal erosion, and storm surge) and their disjoint probability. The multi-vulnerability considers the susceptibility of the exposed receptors (wetlands, beaches, and urban areas) to different hazards based on multiple indicators (dunes, shoreline evolution, and urbanization rate). The methodology was applied in the North Adriatic coast, producing a ranking of multi-hazard risks by means of GIS maps and statistics. The results highlight that the higher multi-hazard score (meaning presence of all investigated hazards) is near the coastline while multi-vulnerability is relatively high in the whole case study, especially for beaches, wetlands, protected areas, and river mouths. The overall multi-risk score presents a trend similar to multi-hazard and shows that beaches is the receptor most affected by multiple risks (60% of surface in the higher multi-risk classes). Risk statistics were developed for coastal municipalities and local stakeholders to support the setting of adaptation priorities and coastal zone management plans.
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Milan M, Smits M, Dalla Rovere G, Iori S, Zampieri A, Carraro L, Martino C, Papetti C, Ianni A, Ferri N, Iannaccone M, Patarnello T, Brunetta R, Ciofi C, Grotta L, Arcangeli G, Bargelloni L, Cardazzo B, Martino G. Host-microbiota interactions shed light on mortality events in the striped venus clam Chamelea gallina. Mol Ecol 2019; 28:4486-4499. [PMID: 31482594 DOI: 10.1111/mec.15227] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 07/19/2019] [Accepted: 08/05/2019] [Indexed: 02/06/2023]
Abstract
Mass mortalities due to disease outbreaks have recently affected a number of major taxa in marine ecosystems. Climate- and pollution-induced stress may compromise host immune defenses, increasing the risk of opportunistic diseases. Despite growing evidence that mass mortality events affecting marine species worldwide are strongly influenced by the interplay of numerous environmental factors, the reductionist approaches most frequently used to investigate these factors hindered the interpretation of these multifactorial pathologies. In this study, we propose a broader approach based on the combination of RNA-sequencing and 16S microbiota analyses to decipher the factors underlying mass mortality in the striped venus clam, Chamelea gallina, along the Adriatic coast. On one hand, gene expression profiling and functional analyses of microbial communities showed the over-expression of several genes and molecular pathways involved in xenobiotic metabolism, suggesting potential chemical contamination in mortality sites. On the other hand, the down-regulation of several genes involved in immune and stress response, and the over-representation of opportunistic pathogens such as Vibrio and Photobacterium spp. indicates that these microbial species may take advantage of compromised host immune pathways and defense mechanisms that are potentially affected by chemical exposure, resulting in periodic mortality events. We propose the application of our approach to interpret and anticipate the risks inherent in the combined effects of pollutants and microbes on marine animals in today's rapidly changing environment.
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Affiliation(s)
- Massimo Milan
- Department of Comparative Biomedicine and Food Science, University of Padova, Legnaro, Italy
| | - Morgan Smits
- Department of Comparative Biomedicine and Food Science, University of Padova, Legnaro, Italy.,Marine Environmental Science Laboratory (LEMAR), IUEM Technopole Brest-Iroise, Université de Bretagne Occidentale -Rue Dumont d'Urville, Plouzané, France
| | - Giulia Dalla Rovere
- Department of Comparative Biomedicine and Food Science, University of Padova, Legnaro, Italy
| | - Silvia Iori
- Department of Comparative Biomedicine and Food Science, University of Padova, Legnaro, Italy
| | - Angela Zampieri
- Department of Comparative Biomedicine and Food Science, University of Padova, Legnaro, Italy
| | - Lisa Carraro
- Department of Comparative Biomedicine and Food Science, University of Padova, Legnaro, Italy
| | - Camillo Martino
- Department of Veterinary Medicine, University of Perugia, Perugia, Italy
| | - Chiara Papetti
- Department of Biology, University of Padova, Padua, Italy
| | - Andrea Ianni
- Faculty of BioSciences and Technologies for Agriculture Food and Environment, University of Teramo, Mosciano Sant'Angelo, Italy
| | - Nicola Ferri
- Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise "G. Caporale", Teramo, Italy
| | - Marco Iannaccone
- Faculty of BioSciences and Technologies for Agriculture Food and Environment, University of Teramo, Mosciano Sant'Angelo, Italy
| | - Tomaso Patarnello
- Department of Comparative Biomedicine and Food Science, University of Padova, Legnaro, Italy
| | - Romina Brunetta
- Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell'Università, Padova, Italy
| | - Claudio Ciofi
- Department of Biology, University of Florence, Sesto Fiorentino, Italy
| | - Lisa Grotta
- Faculty of BioSciences and Technologies for Agriculture Food and Environment, University of Teramo, Mosciano Sant'Angelo, Italy
| | - Giuseppe Arcangeli
- Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell'Università, Padova, Italy
| | - Luca Bargelloni
- Department of Comparative Biomedicine and Food Science, University of Padova, Legnaro, Italy
| | - Barbara Cardazzo
- Department of Comparative Biomedicine and Food Science, University of Padova, Legnaro, Italy
| | - Giuseppe Martino
- Faculty of BioSciences and Technologies for Agriculture Food and Environment, University of Teramo, Mosciano Sant'Angelo, Italy
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