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                  <gco:CharacterString>Di Stefano Marine, Nerini David, Alvarez Ellacuria Itziar, Ardizzone Giandomenico, Astruch Patrick, Basterretxea Gotzon, Blanfuné Aurélie, Bonhomme Denis, Calò Antonio, Catalan Ignacio, Cattano Carlo, Cheminée Adrien, Crec'Hriou Romain, Cuadros Amalia, Di Franco Antonio, Diaz-Gil Carlos, Estaque Tristan, Faillettaz Robin, Félix-Hackradt Fabiana C., Garcia-Charton José Antonio, Guidetti Paolo, Guilloux Loïc, Harmelin Jean-Georges, Harmelin-Vivien Mireille, Hidalgo Manuel, Hinz Hilmar, Irisson Jean-Olivier, La Mesa Gabriele, Le Diréach Laurence, Lenfant Philippe, Macpherson Enrique, Matić-Skoko Sanja, Mercader Manon, Milazzo Marco, Monfort Tiffany, Moranta Joan, Muntoni Manuel, Murenu Matteo, Nunez Lucie, Olivar M. Pilar, Pastor Jérémy, Pérez-Ruzafa Ángel, Planes Serge, Raventos Nuria, Richaume Justine, Rouanet Elodie, Roussel Erwan, Ruitton Sandrine, Sabatés Ana, Thibaut Thierry, Ventura Daniele, Vigliola Laurent, Vrdoljak Dario, Rossi Vincent (2024). Compilation of locations, larval durations and dates of spawning and settlement for coastal fishes in the Mediterranean Sea. SEANOE.  https://doi.org/10.17882/91148

In addition to properly cite this dataset, it would be appreciated that the following work(s) be cited too, when using this dataset in a publication :

Di Stefano Marine, Nerini David, Alvarez Itziar, Ardizzone Giandomenico, Astruch Patrick, Basterretxea Gotzon, Blanfuné Aurélie, Bonhomme Denis, Calò Antonio, Catalan Ignacio, Cattano Carlo, Cheminée Adrien, Crec'hriou Romain, Cuadros Amalia, Di Franco Antonio, Diaz-Gil Carlos, Estaque Tristan, Faillettaz Robin, Félix-Hackradt Fabiana C., Garcia-Charton José Antonio, Guidetti Paolo, Guilloux Loïc, Harmelin Jean-Georges, Harmelin-Vivien Mireille, Hidalgo Manuel, Hinz Hilmar, Irisson Jean-Olivier, La Mesa Gabriele, Le Diréach Laurence, Lenfant Philippe, Macpherson Enrique, Matić-Skoko Sanja, Mercader Manon, Milazzo Marco, Monfort Tiffany, Moranta Joan, Muntoni Manuel, Murenu Matteo, Nunez Lucie, Olivar M. Pilar, Pastor Jérémy, Pérez-Ruzafa Ángel, Planes Serge, Raventos Nuria, Richaume Justine, Rouanet Elodie, Roussel Erwan, Ruitton Sandrine, Sabatés Ana, Thibaut Thierry, Ventura Daniele, Vigliola Laurent, Vrdoljak Dario, Rossi Vincent (2024). Early-life dispersal traits of coastal fishes: an extensive database combining observations and growth models. Earth System Science Data, 16(8).  https://doi.org/10.5194/essd-16-3851-2024</gco:CharacterString>
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            <gco:CharacterString>Early-life stages play a key role in the spatio-temporal dynamics of marine populations due to their highly dispersive properties, their sensitivities to environmental factors and their influences on juveniles’ replenishment. However, these stages are difficult to monitor, so that in-situ observations are scarce and disparate, preventing a good understanding of the control they exert on population dynamics.
The Mediterranean coastlines have been highly surveyed during the last decades in different sub-regions; yet no effort was made to assemble observations originating from different research projects and countries. Moreover, this sea has been exploited for centuries and is now recognized as a climate-change hotspot, so that it represents an ideal laboratory to address the role of anthropogenic pressures on marine populations. To advance our knowledge, we build an exhaustive compilation of historical data collected over the past decades up to present. From spawning to settlement, it evaluates both egg and larval stages of coastal fishes characterized by bipartite life cycles.
This compilation gathers 44 datasets from North-Western Mediterranean countries (including coastlines of Spain, France, Italy, Croatia and Montenegro) over the last three decades (1993-2021) originating from 48 data providers. We consider direct and indirect observations of early-life stages such as otoliths’ data, datasets of settlers and juveniles sampled by underwater visual census, shore seine, hand-nets or light-traps, as well as fish eggs and larvae sampled with plankton nets.
All those types of data are harmonized into a uniform dataset that informs on the periods and locations of spawning and settlement. While some sampling techniques directly provide the variables of interests, other methods require a-posteriori estimations based on growth models from the Dynamic Energy Budget (DEB) theory, using taxon-dependent parameters available in the online Add-my-Pet database. Finally, the complete database consists in several taxon, each of them being associated with dates of both spawning and settlement, as well as other information such as the pelagic larval duration, measures of uncertainties and sampling characteristics (location, depth, etc).
Statistical analyses of the consolidated database describe the overall coverage of sampling and evaluate the sampling gaps over space and time in order to guide future sampling efforts. In fact, sampling mainly occurs around marine reserves and from May to October. The general coverage of spawning and settlement is then assessed, looking at the differences between observed data (same distribution as sampling) and back-calculated data (nearly uniformly distributed over the year).  Moreover, the overall taxa distribution is described, mainly represented by Sparidae. Thus, this database informs early-life traits and their variability for different coastal fish taxa in the North-Western Mediterranean in order to document their evolution in a changing world. Indeed, this database will be publicly available to help undertake future connectivity and climatic studies.</gco:CharacterString>
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            <gco:CharacterString>The authors acknowledge support from Région Sud for M.D.S.'s PhD grant and co-funding by Port-Cros National Park through a project supported by the Prince Albert II of Monaco Foundation.</gco:CharacterString>
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