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Physics-informed machine learning algorithms for forecasting sediment yield: an analysis of physical consistency, sensitivity, and interpretability Full text
2024
El Bilali, A. | Brouziyne, Youssef | Attar, O. | Lamane, H. | Hadri, A. | Taleb, A.
The sediment transport, involving the movement of the bedload and suspended sediment in the basins, is a critical environmental concern that worsens water scarcity and leads to degradation of land and its ecosystems. Machine learning (ML) algorithms have emerged as powerful tools for predicting sediment yield. However, their use by decision-makers can be attributed to concerns regarding their consistency with the involved physical processes. In light of this issue, this study aims to develop a physics-informed ML approach for predicting sediment yield. To achieve this objective, Gaussian, Center, Regular, and Direct Copulas were employed to generate virtual combinations of physical of the sub-basins and hydrological datasets. These datasets were then utilized to train deep neural network (DNN), conventional neural network (CNN), Extra Tree, and XGBoost (XGB) models. The performance of these models was compared with the modified universal soil loss equation (MUSLE), which serves as a process-based model. The results demonstrated that the ML models outperformed the MUSLE model, exhibiting improvements in Nash–Sutcliffe efficiency (NSE) of approximately 10%, 18%, 32%, and 41% for the DNN, CNN, Extra Tree, and XGB models, respectively. Furthermore, through Sobol sensitivity and Shapley additive explanation–based interpretability analyses, it was revealed that the Extra Tree model displayed greater consistency with the physical processes underlying sediment transport as modeled by MUSLE. The proposed framework provides new insights into enhancing the accuracy and applicability of ML models in forecasting sediment yield while maintaining consistency with natural processes. Consequently, it can prove valuable in simulating process-related strategies aimed at mitigating sediment transport at watershed scales, such as the implementation of best management practices.
Show more [+] Less [-]Influence de pratiques réelles d’utilisations sur les émissions d’un appareil de chauffage domestique au bois Full text
2018
Brandelet, Benoît | Rose, Christophe | Landreau, Julien | Rogaume, Caroline | Druette, Lionel | Rogaume, Yann | Laboratoire d'Etudes et de Recherche sur le Matériau Bois (LERMAB) ; Université de Lorraine (UL) | SILVA (SILVA) ; Institut National de la Recherche Agronomique (INRA)-AgroParisTech-Université de Lorraine (UL) | Centre d'Essais et de Recherche des Industries de la Cheminée
Influence de pratiques réelles d’utilisations sur les émissions d’un appareil de chauffage domestique au bois Full text
2018
Brandelet, Benoît | Rose, Christophe | Landreau, Julien | Rogaume, Caroline | Druette, Lionel | Rogaume, Yann | Laboratoire d'Etudes et de Recherche sur le Matériau Bois (LERMAB) ; Université de Lorraine (UL) | SILVA (SILVA) ; Institut National de la Recherche Agronomique (INRA)-AgroParisTech-Université de Lorraine (UL) | Centre d'Essais et de Recherche des Industries de la Cheminée
International audience | he aim of this study is to bring to light the influence on firewood emissions and performance of several parameters like the moisture content of the fuel, the presence of bark, the caliber of the fuel but also the ignition mode. Many results emerge from this study. First of all, all these parameters significantly impact the emissions of the firewood at the nominal thermal heat output, especially the particles emissions. The presence of bark modifies the particles composition in total carbon. Moreover, the presence of bark induces the emissions of a new family of particles: the nanocrystal. A high moisture of the fuel led to a lower temperature in the combustion chamber. Then, the emissions of unburned gases, like the Volatile Organic Compounds, will considerably increase. The particles emissions and the composition of those particles were also significantly impacted by the moisture of the fuel. Two ignition modes were also studied. It appears that the top-down ignition against the traditional ignition allowed a significant decrease of all the emissions. Nevertheless, the elemental carbon emissions were more important with a top-down ignition. | L’objectif de cette étude est de mettre en évidence l’influence sur les émissions et les performances d’un appareil de différents paramètres, comme l’humidité du bois, la présence d’écorce ou non, le calibre utilisé ainsi que le mode d’allumage. De nombreux résultats ressortent de cette étude. Tout d’abord, tous ces paramètres influent de manière considérable sur les émissions des appareils, notamment les émissions de particules, et ce, même à régime nominal. La présence d’écorce modifie la composition en carbone total des particules totales et implique l’émission d’un nouveau type de particule : les nano-cristaux. Une humidité élevée induit des niveaux de températures plus faibles. Ainsi, les émissions d’imbrûlés gazeux tels que les Composés Organiques Volatils vont augmenter de manière importante. Les émissions de particules, en quantité et en composition chimique, sont aussi significativement impactées par l’humidité du combustible. Deux modes d’allumage ont aussi été étudiés. Il s’avère qu’un allumage inversé permet de réduire de manière significative la globalité des émissions par rapport à un allumage classique. En effet, seules les émissions de Carbone Elémentaire sont plus importantes avec un allumage inversé.
Show more [+] Less [-]Influence de pratiques réelles d’utilisations sur les émissions d’un appareil de chauffage domestique au bois Full text
2018
Brandelet, Benoît | Rose, Christophe | Landreau, Julien | Rogaume, Caroline | Druette, Lionel | Rogaume, Yann
L’objectif de cette étude est de mettre en évidence l’influence sur les émissions et les performances d’un appareil de différents paramètres, comme l’humidité du bois, la présence d’écorce ou non, le calibre utilisé ainsi que le mode d’allumage. De nombreux résultats ressortent de cette étude. Tout d’abord, tous ces paramètres influent de manière considérable sur les émissions des appareils, notamment les émissions de particules, et ce, même à régime nominal. La présence d’écorce modifie la composition en carbone total des particules totales et implique l’émission d’un nouveau type de particule : les nano-cristaux. Une humidité élevée induit des niveaux de températures plus faibles. Ainsi, les émissions d’imbrûlés gazeux tels que les Composés Organiques Volatils vont augmenter de manière importante. Les émissions de particules, en quantité et en composition chimique, sont aussi significativement impactées par l’humidité du combustible. Deux modes d’allumage ont aussi été étudiés. Il s’avère qu’un allumage inversé permet de réduire de manière significative la globalité des émissions par rapport à un allumage classique. En effet, seules les émissions de Carbone Elémentaire sont plus importantes avec un allumage inversé. | he aim of this study is to bring to light the influence on firewood emissions and performance of several parameters like the moisture content of the fuel, the presence of bark, the caliber of the fuel but also the ignition mode. Many results emerge from this study. First of all, all these parameters significantly impact the emissions of the firewood at the nominal thermal heat output, especially the particles emissions. The presence of bark modifies the particles composition in total carbon. Moreover, the presence of bark induces the emissions of a new family of particles: the nanocrystal. A high moisture of the fuel led to a lower temperature in the combustion chamber. Then, the emissions of unburned gases, like the Volatile Organic Compounds, will considerably increase. The particles emissions and the composition of those particles were also significantly impacted by the moisture of the fuel. Two ignition modes were also studied. It appears that the top-down ignition against the traditional ignition allowed a significant decrease of all the emissions. Nevertheless, the elemental carbon emissions were more important with a top-down ignition.
Show more [+] Less [-]Bacterial oxidation of arsenic in polluted soils: role of organic matters Full text
2012
Lescure, Tiffanie | Joulian, Catherine | Bauda, Pascale | Hénault, Catherine | Battaglia-Brunet, Fabienne | Bureau de Recherches Géologiques et Minières (BRGM) | Laboratoire des Interactions Ecotoxicologie, Biodiversité, Ecosystèmes (LIEBE) ; Université Paul Verlaine - Metz (UPVM)-Centre National de la Recherche Scientifique (CNRS) | Unité de Science du Sol (Orléans) (URSols) ; Institut National de la Recherche Agronomique (INRA)
International audience | Microbes play a major role on the behavior of metals and metalloids in soils. Arsenic speciation, in particular, is related to the activity of bacteria able to oxidize, reduce or methylate this element, and determines mobility, bioavailability and toxicity of As. Arsenate (AsV) is less toxic and less mobile than arsenite (AsIII). Bacterial As(III)-oxidation tends therefore to reduce the toxicity of arsenic in soils and its risk of transfer toward underlying aquifers. It is well known that organic matter influences abiotically the speciation of arsenic and thus its mobility in soils. Previous results suggest an effect of organic matter on the kinetics or efficiency of bacterial As(III)-oxidation in presence of oxygen, thus in conventional physico-chemical conditions of a surface soil. The objective of the present project is to quantify the influence of organic matters on the bacterial speciation of arsenic in polluted soils. Moreover, the biogeochemical consequences of this phenomenon on the mobility and ecotoxicity of this metalloid will be studied. The first task of this program is the systematic investigation of the influence of different types and concentrations of organic matters on the activity of As(III)-oxidizing pure strains. Influence of simple substrates (aspartate, succinate) and complex substrate (yeast extract) on As(III)-oxidation kinetics has been studied. For each experiment, the bacterial growth and the expression of genes involved in the speciation of arsenic, i.e. aio and ars genes, has been monitored. A direct perspective of this work will be to perform experiments with humic and fulvic acids (complex organic matter commonly found in soils), and with water-extracted organic matter from polluted soils. Then the As(III)-oxidation activity of bacterial communities extracted from contaminated soils will be followed. These assays should allow the screening of conditions which will be applied in subsequent experiments with several real contaminated soils, including a former mining site, impacted industrial sites, and a forest soil heavily contaminated after arsenical ammunitions storage. This work is co-funded by BRGM and ADEME (convention TEZ 11-16).
Show more [+] Less [-]Assessment of nitrogen fluxes to air and water from site scale to continental scale: An overview Full text
2011
de Vries, Wim | Cellier, Pierre | Erisman, Jan Willem | Sutton, Mark A. | Environnement et Grandes Cultures (EGC) ; Institut National de la Recherche Agronomique (INRA)-AgroParisTech | Edinburgh Research Station ; Centre for Ecology and Hydrology
Assessment of nitrogen fluxes to air and water from site scale to continental scale: An overview Full text
2011
de Vries, Wim | Cellier, Pierre | Erisman, Jan Willem | Sutton, Mark A. | Environnement et Grandes Cultures (EGC) ; Institut National de la Recherche Agronomique (INRA)-AgroParisTech | Edinburgh Research Station ; Centre for Ecology and Hydrology
no sp Assessment of Nitrogen Fluxes to Air and Water from Site Scale to Continental Scale | absent
Show more [+] Less [-]Assessment of nitrogen fluxes to air and water from site scale to continental scale: An overview Full text
2011
De Vries, Wim | Cellier, Pierre | Erisman, Jan Willem | Sutton, Mark A.
absent
Show more [+] Less [-]Quantification of the effect of both technical and non-technical measures from road transport on Spain's emissions projections Full text
2008
López Martínez, José María | Lumbreras Martín, Julio | Guijarro Lomeña, Alberto | Rodríguez Hurtado, María Encarnación | Guijarro, Alberto
Atmospheric emissions from road transport have increased all around the world since 1990 more rapidly than from other pollution sources. Moreover, they contribute to more than 25% of total emissions in the majority of the European Countries. This situation confirms the importance of road transport when complying with emission ceilings (e.g. Kyoto Protocol and National Emissions Ceilings Directive). A methodology has been developed to evaluate the effect of transport measures on atmospheric emissions (EmiTRANS). Its application to Spain in the horizon of 2020 allows the quantification of the effect of several measures on emission reductions. This quantification was done through scenario development. Several scenarios were calculated considering technical measures (e.g. vehicle scrapping systems, higher penetration of hybrid and electric vehicles, fuel substitution, etc.) and non-technical measures (mileage reduction, implementation of Low Emission Zones and/or Congestion Charges in main cities, reduction of average speeds, logistical improvements that affects heavy duty vehicle load factors, etc.). The scenarios show the effect of each measure on NOx, SO2, CO, PM10, PM2.5, VOC, CO2 and CH4 emissions. The main conclusion is the necessity to combine both technical and non-technical measures to increase global effectiveness. In the analysis of specific pollutants, there is a great dispersion on reductions effect: technical measures are more effective to reduce air pollutants while non-technical measures are better options to reduce greenhouse effect gases (even though they also reduce air pollutants in a less efficient way).
Show more [+] Less [-]The Passy-2015 field experiment: atmospheric dynamics and air quality in the Arve River Valley | La campagne Passy-2015 : dynamique atmosphérique et qualité de l’air dans la vallée de l’Arve Full text
2016
Paci, Alexandre | Staquet, Chantal | Allard, Julie | Barral, Hélène | Canut, Guylaine | Cohard, Jean-Martial | Jaffrezo, Jean-Luc | Martinet, Pauline | Sabatier, Tiphaine | Troude, Florence | Arduini, Gabriele | Burnet, Frédéric | Brun, Christophe | Chemel, Charles | Dabas, Alain | Donier, Jean-Marie | Garrouste, Olivier | Guillot, Rémi | Largeron, Yann | Legain, Dominique | Maurel, William | Tzanos, Diane | Barrau, Sébastien | Barret, Manuel | Barrié, Joël | Belleudy, Anne | Bouhours, Gilles | Bourrianne, Thierry | Chevrier, Florie | Douffet, Thierry | Etcheberry, Jean-Michel | Gustave, Laurent | Mazoyer, Marie | Mercier, Stéphane | Moulin, Eric | Pellan, Yann | Piguet, Bruno | Rodier, Quentin | Zin, Isabella | Centre national de recherches météorologiques (CNRM) ; Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) ; Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) ; Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales [Toulouse] (CNES)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) ; Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales [Toulouse] (CNES)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Météo-France | Laboratoire des Écoulements Géophysiques et Industriels [Grenoble] (LEGI) ; Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes [2016-2019] (UGA [2016-2019]) | Laboratoire de glaciologie et géophysique de l'environnement (LGGE) ; Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Observatoire des Sciences de l'Univers de Grenoble (OSUG) ; Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP)-Institut national des sciences de l'Univers (INSU - CNRS)-Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes [2016-2019] (UGA [2016-2019])-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP)-Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes [2016-2019] (UGA [2016-2019]) | Laboratoire d'aérologie (LAERO) ; Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) ; Université de Toulouse (UT)-Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS) | Association agréée Surveillance Qualité de l'air (AASQA) ; Atmo Nord Pas-de-Calais-Air Rhône-Alpes | University of Hertfordshire [Hatfield] (UH) | Thales Alenia Space [Toulouse] (TAS) ; THALES [France] | Air Rhône-Alpes ; Air Rhône-Alpes
International audience | Wintertime anticyclonic conditions, associated with clear sky and cold nights, trigger the formation of persistent layers of stable air over the ground. In an urban area, these persistent layers lead to poor air quality, especially when the terrain is mountainous. This is particularly the case in the Arve River Valley near the city of Passy, located 20 km downstream of Chamonix-Mont-Blanc, where air quality stands among the poorest ones in France.Beyond the monitoring of air quality, as performed by the Auvergne-Rhône-Alpes air quality agency or within the scientific project DECOMBIO led by the Institute for Geosciences and the Environment (IGE), knowledge of the atmospheric dynamics at the valley scale should be gained to understand how pollutants are dispersed. This is the motivation of the Passy project, which started in 2014. It relies on the Passy-2015 field experiment, whereof presentation, along with the discussion of a few results, is the purpose of the present paper. The objective of this field experiment is to document the atmospheric dynamics in the Arve River Valley during wintertime pollution episodes.The work conducted during the Passy project and the analysis of the Passy-2015 field experiment will benefit from a several-year long collaboration among the different partners. The knowledge thus gained will contribute to refine weather forecast and air quality prediction in the Arve River Valley and, more generally, in mountain urban areas under stable conditions. From an operational perspective, our goal is to improve our ability to forecast critical events such as low temperatures, ice and fog formation, pollution events or locations subject to high pollutant concentration. | Les conditions anticycloniques hivernales (ciel clair, nuits froides) conduisent à la formation de couches stables persistantes qui favorisent les épisodes de pollution, particulièrement en terrain montagneux. La vallée de l’Arve est très sensible à ce phénomène, en particulier près de la ville de Passy (Haute-Savoie), située à 20 kilomètres en aval de Chamonix-Mont-Blanc, où la qualité de l’air est l’une des moins bonnes de France.Au-delà du suivi de la qualité de l’air, tel que réalisé par Atmo Auvergne-Rhône-Alpes ou par le projet DECOMBIO piloté par l’Institut des Géosciences et de l’Environnement (IGE), il est primordial d’améliorer la connaissance de la dynamique atmosphérique à l’échelle de la vallée en conditions stables pour mieux comprendre comment, couplée au cycle et à la géographie des émissions, elle pilote la dispersion des polluants. C’est la motivation du projet Passy, initié en 2014. Ce projet s’appuie sur les observations de la campagne Passy-2015, présentées dans cet article avec quelques premiers résultats. L’objectif général de cette campagne est de documenter la dynamique atmosphérique au sein de la vallée de l’Arve lors des épisodes de pollution hivernale.Les travaux menés dans le cadre du projet et de l’analyse des données de la campagne s’inscrivent au sein d’une collaboration sur plusieurs années entre les différents partenaires. Ils contribueront à affiner la prévision du temps et de la qualité de l’air dans ce type de vallée, et plus généralement en conditions stables. Il s’agit en particulier d’améliorer la capacité à prévoir des phénomènes critiques, comme les températures minimales, le verglas, le brouillard, les évènements de pollution ou encore les zones de pollution intense.
Show more [+] Less [-]Do constructed wetlands in grass strips reduce water contamination from drained fields? Full text
2015
Vallée, Romain | Dousset, Sylvie | Schott, François-Xavier | Pallez, Christelle | Ortar, Agnès | Cherrier, Richard | Munoz, Jean-François | Benoît, Marc | Laboratoire Interdisciplinaire des Environnements Continentaux (LIEC) ; Institut national des sciences de l'Univers (INSU - CNRS)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS) | Chambre Régionale d'Agriculture de Lorraine (CRA Lorraine [Laxou]) ; Chambre Régionale d'Agriculture Grand Est | Laboratoire d'hydrologie de Nancy (LHN) ; Agence nationale de sécurité sanitaire de l'alimentation, de l'environnement et du travail (ANSES) | Agro-Systèmes Territoires Ressources Mirecourt (ASTER Mirecourt) ; Institut National de la Recherche Agronomique (INRA) | Agence de l'Eau Rhin-Meuse [09A54015]; Zone Atelier Moselle
Do constructed wetlands in grass strips reduce water contamination from drained fields? Full text
2015
Vallée, Romain | Dousset, Sylvie | Schott, François-Xavier | Pallez, Christelle | Ortar, Agnès | Cherrier, Richard | Munoz, Jean-François | Benoît, Marc | Laboratoire Interdisciplinaire des Environnements Continentaux (LIEC) ; Institut national des sciences de l'Univers (INSU - CNRS)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS) | Chambre Régionale d'Agriculture de Lorraine (CRA Lorraine [Laxou]) ; Chambre Régionale d'Agriculture Grand Est | Laboratoire d'hydrologie de Nancy (LHN) ; Agence nationale de sécurité sanitaire de l'alimentation, de l'environnement et du travail (ANSES) | Agro-Systèmes Territoires Ressources Mirecourt (ASTER Mirecourt) ; Institut National de la Recherche Agronomique (INRA) | Agence de l'Eau Rhin-Meuse [09A54015]; Zone Atelier Moselle
International audience | This study evaluates the efficiency of two small constructed wetlands installed in the regulatory grass strips between a drained plot and a river. The observed nitrate removal efficiencies were independent of the season or type of constructed wetland and ranged from 5.4 to 10.9% of the inlet amounts. The pesticide mass budgets ranged from −618.5 to 100%, depending on the molecule. The negative efficiencies were attributed to runoff and remobilization. In contrast, the highest efficiencies were associated with pesticides with high Koc and low DT50 (half-life) values, suggesting sorption and degradation. However, the effectiveness of these wetlands is limited for pesticides with low Koc or high DT50 values; thus, the use of these molecules must be reduced. Increasing the number of these small, inexpensive and low-maintenance wetlands in the agricultural landscape would reduce the level of water pollution whilst preserving the extent of cultivated land, but their long-term effectiveness should be evaluated.
Show more [+] Less [-]Do constructed wetlands in grass strips reduce water contamination from drained fields? Full text
2015
Vallée, Romain | Dousset, Sylvie | Schott, François-Xavier | Pallez, Christelle | Ortar, Agnès | Cherrier, Richard | Munoz, Jean-François | Benoît, Marc
This study evaluates the efficiency of two small constructed wetlands installed in the regulatory grass strips between a drained plot and a river. The observed nitrate removal efficiencies were independent of the season or type of constructed wetland and ranged from 5.4 to 10.9% of the inlet amounts. The pesticide mass budgets ranged from −618.5 to 100%, depending on the molecule. The negative efficiencies were attributed to runoff and remobilization. In contrast, the highest efficiencies were associated with pesticides with high Koc and low DT50 (half-life) values, suggesting sorption and degradation. However, the effectiveness of these wetlands is limited for pesticides with low Koc or high DT50 values; thus, the use of these molecules must be reduced. Increasing the number of these small, inexpensive and low-maintenance wetlands in the agricultural landscape would reduce the level of water pollution whilst preserving the extent of cultivated land, but their long-term effectiveness should be evaluated.
Show more [+] Less [-]Distribution and accumulation of metals and metalloids in planktonic food webs of the Mediterranean Sea (MERITE-HIPPOCAMPE campaign) Full text
2023
Chifflet, Sandrine | Briant, Nicolas | Tesán-Onrubia, Javier Angel | Zaaboub, Noureddine | Amri, Sirine | Radakovitch, Olivier | Bǎnaru, Daniela | Tedetti, Marc | Institut méditerranéen d'océanologie (MIO) ; Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS) | Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER) | Institut National des Sciences et Technologies de la Mer [Salammbô] (INSTM) | Laboratoire de recherche sur les transferts des radionucléides dans les écosystèmes aquatiques (IRSN/PSE-ENV/SRTE/LRTA) ; Service de recherche sur les transferts et les effets des radionucléides sur les écosystèmes (IRSN/PSE-ENV/SRTE) ; Institut de Radioprotection et de Sûreté Nucléaire (IRSN)-Institut de Radioprotection et de Sûreté Nucléaire (IRSN) | Centre Européen de Recherche et d'Enseignement des Géosciences de l'Environnement (CEREGE) ; Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Collège de France (CdF (institution))-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) | The cross-disciplinary “Pollution & Contaminants” axis of the CNRS-INSU MISTRALS program (joint action of the MERMEX-MERITE and CHARMEX subprograms) | The Franco-Tunisian International Joint Laboratory (LMI) COSYS-Med | The MIO's “Action Sud” and “Transverse” incentive programs (CONTAM project) | MERITE-HIPPOCAMPE project | ANR-19-CE34-0001,CONTAMPUMP,Plancton: pompe biologique de contaminants dans les écosystèmes marins (CONTAMPUMP)?(2019)
Distribution and accumulation of metals and metalloids in planktonic food webs of the Mediterranean Sea (MERITE-HIPPOCAMPE campaign) Full text
2023
Chifflet, Sandrine | Briant, Nicolas | Tesán-Onrubia, Javier Angel | Zaaboub, Noureddine | Amri, Sirine | Radakovitch, Olivier | Bǎnaru, Daniela | Tedetti, Marc | Institut méditerranéen d'océanologie (MIO) ; Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS) | Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER) | Institut National des Sciences et Technologies de la Mer [Salammbô] (INSTM) | Laboratoire de recherche sur les transferts des radionucléides dans les écosystèmes aquatiques (IRSN/PSE-ENV/SRTE/LRTA) ; Service de recherche sur les transferts et les effets des radionucléides sur les écosystèmes (IRSN/PSE-ENV/SRTE) ; Institut de Radioprotection et de Sûreté Nucléaire (IRSN)-Institut de Radioprotection et de Sûreté Nucléaire (IRSN) | Centre Européen de Recherche et d'Enseignement des Géosciences de l'Environnement (CEREGE) ; Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Collège de France (CdF (institution))-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) | The cross-disciplinary “Pollution & Contaminants” axis of the CNRS-INSU MISTRALS program (joint action of the MERMEX-MERITE and CHARMEX subprograms) | The Franco-Tunisian International Joint Laboratory (LMI) COSYS-Med | The MIO's “Action Sud” and “Transverse” incentive programs (CONTAM project) | MERITE-HIPPOCAMPE project | ANR-19-CE34-0001,CONTAMPUMP,Plancton: pompe biologique de contaminants dans les écosystèmes marins (CONTAMPUMP)?(2019)
International audience | Particle-size classes (7 fractions from 0.8 to 2000 µm) were collected in the deep chlorophyll maximum along a Mediterranean transect including the northern coastal zone (bays of Toulon and Marseilles, France), the offshore zone (near the North Balearic Thermal Front), and the southern coastal zone (Gulf of Gabès, Tunisia). Concentrations of biotic metals and metalloids (As, Cd, Cr, Cu, Fe, Mn, Ni, Sb, V, Zn) bound to living or dead organisms and faecal pellets were assessed by phosphorus normalisation. Biotic metals and metalloids concentrations (except Cr, Mn, and V) were higher in the offshore zone than in the coastal zones. In addition, biotic Sb and V concentrations appeared to be affected by atmospheric deposition, and biotic Cr concentrations appeared to be affected by local anthropogenic inputs. Essential elements (Cd, Cu, Fe, Mn, Ni, V, Zn) were very likely controlled both by the metabolic activity of certain organisms (nanoeukaryotes, copepods) and trophic structure. In the northern coastal zone, biomagnification of essential elements was controlled by copepods activities. In the offshore zone, metals and metalloids were not biomagnified probably due to homeostasis regulatory processes in organisms. In the southern coastal zone, biomagnification of As, Cu, Cr, Sb could probably induce specific effects within the planktonic network.
Show more [+] Less [-]Distribution and accumulation of metals and metalloids in planktonic food webs of the Mediterranean Sea (MERITE-HIPPOCAMPE campaign) Full text
2023
Chifflet, Sandrine | Briant, Nicolas | Tesán-onrubia, Javier Angel | Zaaboub, Noureddine | Amri, Sirine | Radakovitch, Olivier | Bǎnaru, Daniela | Tedetti, Marc
Particle-size classes (7 fractions from 0.8 to 2000 μm) were collected in the deep chlorophyll maximum along a Mediterranean transect including the northern coastal zone (bays of Toulon and Marseilles, France), the offshore zone (near the North Balearic Thermal Front), and the southern coastal zone (Gulf of Gabès, Tunisia). Concentrations of biotic metals and metalloids (As, Cd, Cr, Cu, Fe, Mn, Ni, Sb, V, Zn) bound to living or dead organisms and faecal pellets were assessed by phosphorus normalisation. Biotic metals and metalloids concentrations (except Cr, Mn, and V) were higher in the offshore zone than in the coastal zones. In addition, biotic Sb and V concentrations appeared to be affected by atmospheric deposition, and biotic Cr concentrations appeared to be affected by local anthropogenic inputs. Essential elements (Cd, Cu, Fe, Mn, Ni, V, Zn) were very likely controlled both by the metabolic activity of certain organisms (nanoeukaryotes, copepods) and trophic structure. In the northern coastal zone, biomagnification of essential elements was controlled by copepods activities. In the offshore zone, metals and metalloids were not biomagnified probably due to homeostasis regulatory processes in organisms. In the southern coastal zone, biomagnification of As, Cu, Cr, Sb could probably induce specific effects within the planktonic network.
Show more [+] Less [-]Hydrochar of Prunus persica: Green promoter of radical species to degrade methylene blue with visible irradiation Full text
2025
Sánchez-Silva, Jonathan Michel | Sangare, Diakaridia | Belmonte-Vázquez, José Luis | Aguilar-Aguilar, Angelica | Padilla-Ortega, Erika | González-Chávez, Rodolfo | Ocampo-Pérez, Raúl
The creation of new materials based on metal-free catalysts represents a sustainable alternative in the treatment of water contaminated with dyes. In this context, the use of agro-industrial wastes for the creation of hydrochars with applications in environmental water remediation is an attractive and green option for metal-free catalysts for visible heterogeneous photocatalysis. In this study, hydrochars derived from agro-industrial waste of Prunus persica (peach pit) and their application in visible photodegradation of dyes were performed. The evaluation of the temperature and reaction time of hydrochars showed that 180 °C and 3 h yielded the highest photocatalytic activity and lower energy requirements in their preparation. The electron paramagnetic resonance (EPR) characterization evidenced the presence of persistent free radicals of the oxygen-centered radical type and, together with the oxygenated groups present in the carbonaceous structure of the hydrochar, promoted the generation of radical species such as superoxide and hydroxyl radicals. The visible photodegradation experiments of methylene blue (MB) demonstrated a high degradation efficiency of 92.9% using the following conditions: Ci = 10 mg/L, pH 7.0, hydrochar dosage: 50 mg, V: 50 mL, 120 min of irradiation time, and white-LED irradiation source. In addition, the generation of radicals •OH, O2−•, and 1O2, was demonstrated, as well as the potential use of the hydrochars for photodegradation in tap water and effluent of wastewater treatment plant matrices. Finally, the valorization of Prunus persica biomass through hydrochar production offers a promising avenue for water treatment and a route for the revalorization of agro-industrial waste.
Show more [+] Less [-]Legacy and emerging per- and polyfluoroalkyl substances in eggs of yellow-legged gulls from Southern France | Legacy and emerging per- and polyfluoroalkyl substances in eggs of yellow-legged gulls from Southern France Full text
2025
Jouanneau, William | Boulinier, Thierry | Herzke, Dorte | Nikiforov, Vladimir | Gabrielsen, Geir Wing | Chastel, Olivier
Legacy and emerging per- and polyfluoroalkyl substances in eggs of yellow-legged gulls from Southern France | Legacy and emerging per- and polyfluoroalkyl substances in eggs of yellow-legged gulls from Southern France Full text
2025
Jouanneau, William | Boulinier, Thierry | Herzke, Dorte | Nikiforov, Vladimir | Gabrielsen, Geir Wing | Chastel, Olivier
More than 70 years of industrial production of per- and polyfluoroalkyl substances (PFAS) have resulted in their ubiquitous presence in the environment on a global scale, although differences in sources, transport and fate lead to variability of occurrence in the environment. Gull eggs are excellent bioindicators of environmental pollution, especially for persistent organic pollutants such as PFAS, known to bioaccumulate in organisms and to be deposited in bird eggs by maternal transfer. Using yellow-legged gull (Larus michahellis) eggs, we investigated the occurrence of more than 30 PFAS, including the most common chemicals (i.e., legacy PFAS) as well as their alternatives (i.e., emerging PFAS) in the Bay of Marseille, the second largest city in France. Compared to eggs from other colonies along the Mediterranean coast, those from Marseille had PFAS concentrations ranging from slightly higher to up to four times lower, suggesting that this area cannot be specifically identified as a hotspot for these compounds. We also found several emerging PFAS including 8:2 and 10:2 FTS, 7:3 FTCA or PFECHS in all collected eggs. Although the scarcity in toxicity thresholds for seabirds, especially during embryogenesis, does not enable any precise statement about the risks faced by this population, this study contributes to the effort in documenting legacy PFAS contamination on Mediterranean coasts while providing valuable novel inputs on PFAS of emerging concern. Identifying exposure in free-ranging species also participate to determine the main target for toxicity testing in wildlife. | publishedVersion
Show more [+] Less [-]Legacy and emerging per- and polyfluoroalkyl substances in eggs of yellow-legged gulls from Southern France Full text
2025
Jouanneau, William | Boulinier, Thierry | Herzke, Dorte | Nikiforov, Vladimir A. | Gabrielsen, Geir, W | Chastel, Olivier | Centre d'Études Biologiques de Chizé - UMR 7372 (CEBC) ; La Rochelle Université (ULR)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) | Norwegian Polar Institute | Centre d’Ecologie Fonctionnelle et Evolutive (CEFE) ; École Pratique des Hautes Études (EPHE) ; Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD [Occitanie])-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro Montpellier ; Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Université de Montpellier (UM)-Université de Montpellier Paul-Valéry (UMPV) | Norsk Institutt for Luftforskning (NILU)
International audience | More than 70 years of industrial production of per-and polyfluoroalkyl substances (PFAS) have resulted in their ubiquitous presence in the environment on a global scale, although differences in sources, transport and fate lead to variability of occurrence in the environment. Gull eggs are excellent bioindicators of environmental pollution, especially for persistent organic pollutants such as PFAS, known to bioaccumulate in organisms and to be deposited in bird eggs by maternal transfer. Using yellow-legged gull (Larus michahellis) eggs, we investigated the occurrence of more than 30 PFAS, including the most common chemicals (i.e., legacy PFAS) as well as their alternatives (i.e., emerging PFAS) in the Bay of Marseille, the second largest city in France. Compared to eggs from other colonies along the Mediterranean coast, those from Marseille had PFAS concentrations ranging from slightly higher to up to four times lower, suggesting that this area cannot be specifically identified as a hotspot for these compounds. We also found several emerging PFAS including 8:2 and 10:2 FTS, 7:3 FTCA or PFECHS in all collected eggs. Although the scarcity in toxicity thresholds for seabirds, especially during embryogenesis, does not enable any precise statement about the risks faced by this population, this study contributes to the effort in documenting legacy PFAS contamination on Mediterranean coasts while providing valuable novel inputs on PFAS of emerging concern. Identifying exposure in free-ranging species also participate to determine the main target for toxicity testing in wildlife.
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