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Impacts des produits phytopharmaceutiques sur la biodiversité et les services écosystémiques. Rapport de l’expertise scientifique collective

Laure Mamy, Stéphane Pesce, Wilfried Sanchez, Marcel Amichot, Joan Artigas, Stéphanie Aviron, Carole Barthélémy, Rémy Beaudouin, Carole Bedos, Annette Bérard, Philippe Berny, Cédric Bertrand, Colette Bertrand, Stéphane Betoulle, Ève Bureau-Point, Sandrine Charles, Arnaud Chaumot, Bruno Chauvel, Michael Coeurdassier, M.-F. Corio-Costet, Marie-Agnès Coutellec, Olivier Crouzet, Isabelle Doussan, Jean Paul Douzals, Juliette Fabure, Clémentine Fritsch, Nicola Gallai, Patrice Gonzalez, Véronique Gouy, Mickael Hedde, Alexandra Langlais, Fabrice Le Bellec, C Leboulanger, Christelle Margoum, Fabrice Martin-Laurent, Rémi Mongruel, Soizic Morin, Christian Mougin, Dominique Munaron, Sylvie Nelieu, Céline Pélosi, Magali Rault, N. Ris, Sergi Sabater, Sabine Stachowski-Haberkorn, Elliott Sucré, Marielle Thomas, Julien Tournebize, Anne Laure Achard, Morgane Le Gall, Sophie Le Perchec, Estelle Delebarre, Floriane Larras, Sophie Leenhardt

Chaque année, entre 55 000 et 70 000 tonnes de substances actives phytopharmaceutiques, incluant celles utilisables en agriculture biologique et de biocontrôle, sont vendues sur le territoire français métropolitain et d’outre-mer et sont utilisées pour la protection des cultures ou l’entretien des jardins, espaces végétalisés et infrastructures (JEVI). Dans le même temps, le rapport sur l’évaluation mondiale de la biodiversité et des services écosystémiques établi en 2019 par la Plateforme intergouvernementale scientifique et politique sur la biodiversité et les services écosystémiques (IPBES) dresse le bilan alarmant d’une érosion sans précédent de la biodiversité. La pollution chimique générée par les activités humaines, incluant les produits phytopharmaceutiques (PPP), est identifiée parmi les causes de cette érosion. Cette pollution s’ajoute à d’autres pressions, comme les destructions d’habitats causées par l’urbanisation, l’intensification des pratiques agricoles et sylvicoles, et les conséquences du changement climatique. Face à ce constat, la réglementation européenne en matière de mise sur le marché des PPP vise un degré élevé de protection, avec en particulier pour principe d’éviter tout effet inacceptable sur l’environnement. Toutefois, elle ne parvient pas complètement à atteindre cet objectif, en raison notamment d’une prise en compte insuffisante de la diversité des interactions telles qu’elles se produisent dans l’environnement (entre substances, entre organismes, avec une variété de facteurs physico-chimiques, etc.). C’est dans ce contexte que les ministres chargés de l’Environnement, de l’Agriculture et de la Recherche ont sollicité INRAE et l’Ifremer pour réaliser un état des lieux des connaissances scientifiques relatives aux impacts des PPP sur la biodiversité et les services écosystémiques. La précédente expertise scientifique collective (ESCo) portant sur Pesticides, agriculture et environnement avait été réalisée en 2005. Le présent exercice consiste à en actualiser les résultats, en les élargissant à l’ensemble du continuum terre-mer et en incluant les usages de PPP relevant des zones non agricoles (JEVI). A la différence de celle de 2005, cette ESCo est positionnée en aval de l’utilisation des PPP, pour traiter du devenir et des impacts de ces substances une fois introduites dans l’environnement. Elle ne traite pas des pratiques ou systèmes agricoles permettant de réduire les utilisations de PPP, ni des stratégies préventives de régulation des bioagresseurs. Ces thématiques font l’objet d’autres travaux en cours, notamment une autre ESCo conduite par INRAE sur la gestion des couverts végétaux pour la régulation naturelle des bioagresseurs dont les résultats sont attendus à l’automne 2022. Ces deux exercices s’inscrivent dans le cadre du Plan Ecophyto II+, en complément de l’expertise Pesticides et santé humaine publiée par l’Inserm en 2021. Le périmètre de la présente ESCo couvre les différents milieux (terrestre, atmosphérique, aquatiques continental et marin, à l’exception des eaux souterraines) dans leur continuité, du lieu d’application jusqu’à l’océan, en France métropolitaine et d’outre-mer, à partir de connaissances produites ou transposables dans ce type de contexte (climat, PPP utilisés, biodiversité présente, etc.). Il intègre tous les produits destinés à la protection des cultures ou à l’entretien des JEVI, qu’il s’agisse de PPP conventionnels ou de produits ou agents de biocontrôle, dès lors qu’ils sont susceptibles de se retrouver dans l’environnement du fait d’une utilisation actuelle ou plus ancienne. Le cadre d’analyse mis en place considère la biodiversité dans ses dimensions structurelle et fonctionnelle, et il intègre la question des services écosystémiques. L’attention est ainsi plus particulièrement portée sur des travaux qui documentent la mise en évidence des risques et des effets dans des conditions environnementales réalistes, et à des niveaux d’organisation biologique (ex. individu, population, communauté, écosystème) susceptibles de faciliter le lien à établir avec la biodiversité ainsi qu’avec les fonctions et services écosystémiques.

(pp. 1408 p., 13/04/2026)

ECOSYS, INRAE, RiverLy, INRAE, IFREMER, ISA, UNS, CNRS, INRAE, UniCA, LMGE, CNRS, UCA, UMR BAGAP, ESA, INRAE, Institut Agro, LPED, IRD, AMU, SEBIO, INERIS, URCA, ULH, NU, URCA, CNRS, EMMAH, AU, INRAE, MET, ENVL, INRAE, CRIOBE, UPVD, EPHE, PSL, CNRS, CNELIAS, ENS de Lyon, EHESS, AU, AMU, CNRS, LBBE, UCBL, VAS, CNRS, UB, UBFC, INRAE, Institut Agro, LCE, CNRS, UFC, UBFC, UMR SAVE, UB, Bordeaux Sciences Agro, INRAE, DECOD, IFREMER, INRAE, Institut Agro, Institut Agro, OFB, GREDEG, UNS, CNRS, UniCA, UMR ITAP, INRAE, Institut Agro, LEREPS, UT Capitole, Comue de Toulouse, UT2J, Comue de Toulouse, ENSFEA, EPOC, EPHE, PSL, UB, INSU - CNRS, CNRS, UMR Eco&Sols, Cirad, IRD, INRAE, Institut Agro, IODE, UR, CNRS, UPR HORTSYS, Cirad, Cirad-PERSYST, Cirad, UMR MARBEC, IRD, IFREMER, CNRS, UM, AMURE, IRD, IFREMER, UBO EPE, CNRS, UR EABX, INRAE, IMBE, AU, AMU, CNRS, ICRA, UdG, BRM, IFREMER, URAFPA, UL, INRAE, UR HYCAR, INRAE, AQUA, INRAE, DipSO, INRAE, DEPE, INRAE

Key factors influencing metal concentrations in sediments along Western European Rivers: A long-term monitoring study (1945–2020)

André-Marie Dendievel, Cécile Grosbois, Sophie Ayrault, O. Evrard, Alexandra Coynel, Maxime Debret, Thomas Gardes, Cassandra Euzen, Laurent Schmitt, François Chabaux, Thierry Winiarski, Marcel van Der Perk, Brice Mourier

Since 1945, a large amount of heterogeneous data has been acquired to survey river sediment quality, especially concerning regulatory metals such as Cd, Cr, Cu, Hg, Ni, Pb, and Zn. Large-scale syntheses are critical to assess the effectiveness of public regulations and the resiliency of the river systems. Accordingly, this data synthesis pro- poses a first attempt to decipher spatio-temporal trends of metal contamination along seven major continental rivers in Western Europe (France, Belgium, Germany, and the Netherlands). A large dataset (>12,000 samples) from various sediment matrices (bed and flood deposits – BFD, suspended particulate matter – SPM, dated sedi- ment cores – DSC) was set up based on monitoring and scientific research from the 1950s to the 2010s. This work investigates the impact of analytical protocols (matrix sampling, fractionation, extraction), location and time fac- tors (related to geology and anthropogenic activities) on metal concentration trends. Statistical analyses high- light crossed-interactions in space and time, as well as between sediment matrices (metal concentrations in SPM ≃ DSC > BFD) and extraction procedures (also related to river lithology). Major spatio-temporal trends are found along several rivers such as (i) an increase of metal concentrations downstream of the main urban in- dustrial areas (e.g. Paris-Rouen corridor on the Seine River, Bonn-Duisburg corridor on the Rhine River), (ii) a long-term influence of former mining areas located in crystalline zones, releasing heavily contaminated sedi- ments for decades (Upper Loire River, Middle Meuse section), (iii) a decrease of metal concentrations since the 1970s (except for Cr and Ni, rather low and stable over time). The improvement of sediment quality in the most recent years in Europe reflects a decisive role of environment policies, such as more efficient wastewater treat- ments, local applications of the Water Framework Directive and urban industrial changes in the river valleys.

(Science of the Total Environment. vol. 805, n° 0048-9697, pp. 149778, 13/04/2026)

LEHNA, UCBL, ENTPE, CNRS, GéHCO, UT, LSCE, UVSQ, INSU - CNRS, CNRS, DRF (CEA), CEA, GEDI, LSCE, UVSQ, INSU - CNRS, CNRS, DRF (CEA), CEA, EPOC, EPHE, PSL, UB, INSU - CNRS, CNRS, M2C, UNICAEN, NU, INSU - CNRS, UNIROUEN, NU, CNRS, LIVE, UNISTRA, CNRS, ITES, ENGEES, UNISTRA, INSU - CNRS, CNRS, LEHNA IAPHY, LEHNA, UCBL, ENTPE, CNRS

Video-Based Nearshore Bathymetric Inversion on a Geologically Constrained Mesotidal Beach during Storm Events

Isaac Rodríguez-Padilla, Bruno Castelle, Vincent Marieu, Denis Morichon

Although geologically constrained sandy beaches are ubiquitous along wave-exposed coasts, there is still a limited understanding of their morphological response, particularly under storm conditions, which is mainly due to a critical lack of nearshore bathymetry observations. This paper examines the potential to derive bathymetries from video imagery under challenging wave conditions in order to investigate headland control on morphological beach response. For this purpose, a video-based linear depth inversion algorithm is applied to three consecutive weeks of frames collected during daylight hours from a single fixed camera located at La Petite Chambre d’Amour beach (Anglet, SW France). Video-derived bathymetries are compared against in situ topo-bathymetric surveys carried out at the beginning and end of the field experiment in order to assess the performance of the bathymetric estimates. The results show that the rates of accretion/erosion within the surf zone are strongly influenced by the headland, whereas the beach morphological response can be classified into three main regimes depending on the angle of wave incidence θp: (1) under deflection configuration (θp>0°), the alongshore sediment transport was trapped at the updrift side of the headland, promoting sand accretion. (2) Under shadowed configuration (θp<0°), the interruption of the longshore current drove a deficit of sand supply at the downdrift side of the headland, leading to an overall erosion in the surf zone. (3) Under shore-normal configuration (θp=0°), rip channels developed, and up-state beach transition was observed. A comparison between video-derived bathymetries and surveys shows an overall root mean square error (RMSE) around 0.49 to 0.57 m with a bias ranging between −0.36 and −0.29 m. The results show that video-derived bathymetries can provide new insight into the morphological change driven by storm events. The combination of such inferred bathymetry with video-derived surface current data is discussed, showing great potential to address the coupled morphodynamics system under time-varying wave conditions.

(Remote Sensing. vol. 14, n° 2072-4292, pp. 3850, 13/04/2026)

EPOC, EPHE, PSL, UB, INSU - CNRS, CNRS, SIAME, UPPA

NiONP-Induced Oxidative Stress and Mitochondrial Impairment in an In Vitro Pulmonary Vascular Cell Model Mimicking Endothelial Dysfunction

Ophélie Germande, Thomas Ducret, Jean-Francois Quignard, Juliette Deweirdt, Véronique Freund-Michel, Marie-Hélène Errera, Guillaume Cardouat, Pierre Vacher, Bernard Muller, Patrick Berger, Christelle Guibert, Magalie Baudrimont, Isabelle Baudrimont

The development and use of nanomaterials, especially of nickel oxide nanoparticles (NiONPs), is expected to provide many benefits but also has raised concerns about the potential human health risks. Inhaled NPs are known to exert deleterious cardiovascular side effects, including pulmonary hypertension. Consequently, patients with pulmonary hypertension (PH) could be at increased risk for morbidity. The objective of this study was to compare the toxic effects of NiONPs on human pulmonary artery endothelial cells (HPAEC) under physiological and pathological conditions. The study was conducted with an in vitro model mimicking the endothelial dysfunction observed in PH. HPAEC were cultured under physiological (static and normoxic) or pathological (20% cycle stretch and hypoxia) conditions and exposed to NiONPs (0.5–5 μg/cm2) for 4 or 24 h. The following endpoints were studied: (i) ROS production using CM-H2DCF-DA and MitoSOX probes, (ii) nitrite production by the Griess reaction, (iii) IL-6 secretion by ELISA, (iv) calcium signaling with a Fluo-4 AM probe, and (v) mitochondrial dysfunction with TMRM and MitoTracker probes. Our results evidenced that under pathological conditions, ROS and nitrite production, IL-6 secretions, calcium signaling, and mitochondria alterations increased compared to physiological conditions. Human exposure to NiONPs may be associated with adverse effects in vulnerable populations with cardiovascular risks

(Antioxidants. vol. 11, n° 2076-3921, pp. 847, 13/04/2026)

CRCTB, UB, CHU Bordeaux, INSERM, EPOC, EPHE, PSL, UB, INSU - CNRS, CNRS, DER, ANSES, CHU Bordeaux

Stratigraphy in the Greenland/ Iceland/Norwegian (GIN) seas: A multiproxy approach on Pleistocene sediments

Marjolaine E J Sabine, Frédérique Eynaud, Sébastien Zaragosi, Jacques Giraudeau, Maxime Debret, Linda Rossignol-Malaize, Karine Charlier, Isabelle Billy, Bruno Malaize, Jimmy Daynac, Elodie Marches, Thierry Garlan

A multiproxy sedimentological study was conducted on five sediment cores retrieved between 67 and 79°N in the Greenland/Iceland/Norwegian seas in order to infer a common chronostratigraphic model for the selected cores. This model is based on the use of a series of geochemical, physical and micropaleontological proxies which are routinely measured in sedimentological investigations of marine sediment cores: the major and minor element content derived from X-Ray Fluorescence (XRF) core scanner analyses; the lightness and color of the sediment derived from spectrophotometry analyses; the magnetic susceptibility of the sediment; the distribution of planktonic foraminiferal assemblages combined to coccolith stratigraphy (acme zones) providing preliminary stratigraphic tie points. All those proxies are correlated independently between the five sediment cores. Our results demonstrate that high resolution studies using those standard paleoceanographical tools are powerful for establishing core-to-core correlation. A chronostratigraphical framework is proposed based on the correlation of the planktonic δ 18 O isotopic record obtained in core M17KC03 with the LR04 benthic δ 18 O reference stack. A comparison between the M17KC03 stratigraphy and other dated cores from the sub-polar North Atlantic confirms the robustness of the approach. Our study suggests that XRF core scanner-derived elemental ratios (especially those related to Ca), the lightness L* and the coccolith-based biostratigraphy provide robust stratigraphic tie-points at the scale of the whole Greenland/Iceland/Norwegian seas. The elemental ratio Sr/sum, the magnetic

(13/04/2026)

EPOC, EPHE, PSL, UB, INSU - CNRS, CNRS, M2C, UNICAEN, NU, INSU - CNRS, UNIROUEN, NU, CNRS, SHOM

Genetic and epigenetic interplay allows rapid transgenerational adaptation to metal pollution in zebrafish

Fabien Pierron, Débora Heroin, Guillemine Daffe, Flore Daramy, Aurélien Barré, Olivier Bouchez, Alicia Roméro-Ramirez, Patrice Gonzalez, Macha Nikolski

Despite still being a matter of debate, there is growing evidence that pollutant-induced epigenetic changes can be propagated across generations. Whereas such modifications could have long-lasting effects on organisms and even on population, environmentally relevant data from long-term exposure combined with follow-up through multiple generations remain scarce for non-mammalian species. We performed a transgenerational experiment comprising four successive generations of zebrafish. Only fish from the first generation were exposed to an environmentally realistic concentration of cadmium (Cd). Using a whole methylome analysis, we first identified the DNA regions that were differentially methylated in response to Cd exposure and common to fish of the first two generations. Among them, we then focused our investigations on the exon 3 (ex3) of the cep19 gene. We indeed recorded transgenerational growth disorders in Cd-exposed fish, and a mutation in this exon is known to cause morbid obesity in mammals. Its methylation level was thus determined in zebrafish from all the four generations by means of a targeted and base resolution method. We observed a transgenerational inheritance of Cd-induced DNA methylation changes up to the fourth generation. However, these changes were closely associated with genetic variations, mainly a single nucleotide polymorphism. This single nucleotide polymorphism was itself at the origin of the creation or deletion of a methylation site and deeply impacted the methylation level of neighboring methylation sites. Cd-induced epigenetic changes were associated with different mRNA transcripts and an improved condition of Cd fish. Our results emphasize a tight relationship between genetic and epigenetic mechanisms and suggest that their interplay and pre-existing diversity can allow rapid adaptation to anthropogenic environmental changes.

(Environmental Epigenetics. vol. 8, n° 2058-5888, 13/04/2026)

EPOC, EPHE, PSL, UB, INSU - CNRS, CNRS, UMS POREA, INSU - CNRS, CNRS, INRAE, CBIB, GeT-PlaGe, GET, GENOTOUL, UT3, ENVT, INSERM, CNRS, Toulouse INP, INRAE, INRAE, IBGC, UB, CNRS

Wave Dissipation and Mean Circulation on a Shore Platform Under Storm Wave Conditions

Laura Lavaud, Xavier Bertin, Kévin Martins, Marc Pezerat, Thibault Coulombier, Denis Dausse

While wave processes on shore platforms have been recently advanced by a number of field-based studies, few attention has been paid to the role of bed roughness on wave dissipation and wave setup dynamics in these environments. This study reports on a new field experiment conducted under storm wave conditions on a gently sloping shore platform which was instrumented from 10 m water depth up to the shoreline. Data analyses are complemented with numerical simulations performed with a 3D fully coupled modeling system using a vortex force formalism to represent the effects of short waves on the mean circulation. An accurate representation of wave dissipation by both depth-induced breaking and bottom friction is found essential to reproduce the transformation of short waves across the platform and the resulting wave setup. Wave energy dissipation by bottom friction is dominant in the subtidal part of the platform and contributes to about 40% of the total wave energy dissipation. The enhanced wave bottom friction on the platform decreases the wave height before breaking, which reduces the contribution of wave forces to the wave setup compared to a smooth bottom (mechanism 1). Conversely, an idealized analysis of the cross-shore momentum balance reveals that the wave-induced circulation increases the wave setup, this process being enhanced on a rough bottom (mechanism 2). The contribution of mechanism 2 increases with the bottom slope, accounting for up to 26% of the wave setup for a 1:20 sloping shore platform, and overcoming mechanism 1.

(Journal of Geophysical Research: Earth Surface. vol. 127, n° 2169-9003, pp. 105319, 13/04/2026)

LIENSs, INSU - CNRS, ULR, CNRS, EPOC, EPHE, PSL, UB, INSU - CNRS, CNRS

Ammonium and sulfate assimilation is widespread in benthic foraminifera

Charlotte Lekieffre, Thierry Jauffrais, Joan M. Bernhard, Helena Filipsson, C. Schmidt, Hélène Roberge, Olivier Maire, Giuliana Panieri, Emmanuelle Geslin, Anders Meibom

(Frontiers in Marine Science, n° 2296-7745, 13/04/2026)

LPG, UM, UA, INSU - CNRS, CNRS, Nantes univ - UFR ST, Nantes Univ, EPFL, ENTROPIE [Réunion], IRD, UR, CNRS, WHOI, CAGE, UiT, EPOC, EPHE, PSL, UB, INSU - CNRS, CNRS, UNIL

Impacts des produits phytopharmaceutiques sur la biodiversité et les services écosystémiques. Synthèse de l’expertise scientifique collective

Sophie Leenhardt, Laure Mamy, Stéphane Pesce, Wilfried Sanchez, Anne Laure Achard, Marcel Amichot, Joan Artigas, Stéphanie Aviron, Carole Barthélémy, Rémy Beaudouin, Carole Bedos, Annette Bérard, Philippe Berny, Cédric Bertrand, Colette Bertrand, Stéphane Betoulle, Ève Bureau-Point, Sandrine Charles, Arnaud Chaumot, Bruno Chauvel, Michael Coeurdassier, M.-F. Corio-Costet, Marie-Agnès Coutellec, Olivier Crouzet, Isabelle Doussan, Juliette Fabure, Clémentine Fritsch, Nicola Gallai, Patrice Gonzalez, Véronique Gouy, Mickael Hedde, Alexandra Langlais, Fabrice Le Bellec, C Leboulanger, Morgane Le Gall, Sophie Le Perchec, Christelle Margoum, Fabrice Martin-Laurent, Rémi Mongruel, Soizic Morin, Christian Mougin, Dominique Munaron, Sylvie Nelieu, Céline Pélosi, Magali Rault, Sergi Sabater, Sabine Stachowski-Haberkorn, Eliott Sucre, Marielle Thomas, Julien Tournebize

Impacts des produits phytopharmaceutiques sur la biodiversité et les services écosystémiques Synthèse de l'expertise scientifique collective-Mai 2022 Direction de l'expertise scientifique collective, de la prospective et des études (DEPE)

(pp. 136 p., 13/04/2026)

DEPE, INRAE, ECOSYS, INRAE, RiverLy, INRAE, IFREMER, AQUA, INRAE, ISA, UNS, CNRS, INRAE, UniCA, LMGE, CNRS, UCA, UMR BAGAP, ESA, INRAE, Institut Agro, LPED, IRD, AMU, SEBIO, INERIS, URCA, ULH, NU, URCA, CNRS, INERIS, EMMAH, AU, INRAE, MET, ENVL, INRAE, CRIOBE, UPVD, EPHE, PSL, CNRS, CNELIAS, ENS de Lyon, EHESS, AU, AMU, CNRS, LBBE, UCBL, VAS, CNRS, UB, UBFC, INRAE, Institut Agro, LCE, CNRS, UFC, UBFC, UMR SAVE, UB, Bordeaux Sciences Agro, INRAE, DECOD, IFREMER, INRAE, Institut Agro, Institut Agro, OFB, GREDEG, UNS, CNRS, UniCA, LEREPS, UT Capitole, Comue de Toulouse, UT2J, Comue de Toulouse, ENSFEA, EPOC, EPHE, PSL, UB, INSU - CNRS, CNRS, UMR Eco&Sols, Cirad, IRD, INRAE, Institut Agro, IODE, UR, CNRS, UPR HORTSYS, Cirad, Cirad-PERSYST, Cirad, UMR MARBEC, IRD, IFREMER, CNRS, UM, DipSO, INRAE, AMURE, IRD, IFREMER, UBO EPE, CNRS, UR EABX, INRAE, IMBE, AU, AMU, CNRS, ICRA, UdG, BRM, IFREMER, URAFPA, UL, INRAE, UR HYCAR, INRAE

Freshwater influx to the Eastern Mediterranean Sea from the melting of the Fennoscandian ice sheet during the last deglaciation

Tristan Vadsaria, Sébastien Zaragosi, Gilles Ramstein, Jean-Claude Dutay, Laurent Li, Giuseppe Siani, Marie Revel, Takashi Obase, Ayako Abe-Ouchi

Between the Last Glacial Maximum and the mid-Holocene, the Mediterranean Sea experienced major hydrological changes. The deposition of the last sapropel, S1, during the Early Holocene is a consequence of these changes. In order to cause anoxia in the Eastern Mediterranean Sea (EMS) bottom water, a long preconditioning period of a few thousand years would need to occur throughout the deglaciation prior to S1. It is generally believed that this freshwater was of North Atlantic origin, later supplemented by the African Humid period (AHP). Here, we investigate another potentially important source of freshwater to the EMS: the Fennoscandian ice sheet (FIS) meltwater, running into the Caspian and Black Seas. A few scenarios of continental hydrologic perturbation have been developed to drive a high-resolution Mediterranean Sea general circulation model. We demonstrate that, during the last deglaciation, FIS meltwater flowing into the Black Sea reduced surface salinity and ventilation over the main convection areas in the EMS. By including continental hydrological changes, a more consistent framework is produced to characterize the hydrology of the Mediterranean Sea during the last deglaciation and the Early Holocene.

(Scientific Reports. vol. 12, n° 2045-2322, pp. 8466, 13/04/2026)

LSCE, UVSQ, INSU - CNRS, CNRS, DRF (CEA), CEA, EPOC, EPHE, PSL, UB, INSU - CNRS, CNRS, LMD, INSU - CNRS, X, IP Paris, ENPC, SU, CNRS, ENS-PSL, PSL, GEOPS, INSU - CNRS, CNRS, GEOAZUR 7329, INSU - CNRS, UniCA, CNRS, IRD [Occitanie], UniCA, UTokyo