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26 results for “Emilia-Romagna region”
Figure 2 from: Fariselli R, Speranza M, Aleffi M (2017) Bryological flora of the regional historic Park of Monte Sole (Emilia-Romagna, Italy). Italian Botanist 3: 99-108. https://doi.org/10.3897/italianbotanist.3.12663
Figure 2 - Cartographic grid of the Emilia-Romagna administrative region and, in detail, of the Park of Monte Sole.
CEA weights and sensitivities for Emilia-Romagna Region Case Study
<p>CEA Weights and Sensitivities for Emilia-Romagna Region Case Study</p>
Figure 1 from: Fariselli R, Speranza M, Aleffi M (2017) Bryological flora of the regional historic Park of Monte Sole (Emilia-Romagna, Italy). Italian Botanist 3: 99-108. https://doi.org/10.3897/ib.3.12663
Figure 1 - The Park of Monte Sole.
Figure 4 from: Maggioni L, Alessandrini A (2019) The occurrence of Brassica montana Pourr. (Brassicaceae) in the Italian regions of Emilia-Romagna and Marche, and in the Republic of San Marino. Italian Botanist 7: 1-16. https://doi.org/10.3897/italianbotanist.7.31727
Figure 4 Herbarium specimen N. 4623, locality Balze, Zangheri collection, VER.
Figure 1 from: Fariselli R, Speranza M, Aleffi M (2017) Bryological flora of the regional historic Park of Monte Sole (Emilia-Romagna, Italy). Italian Botanist 3: 99-108. https://doi.org/10.3897/italianbotanist.3.12663
Figure 1 - The Park of Monte Sole.
Existing databases and dataset repositories on marine abiotic and biotic resources in the Emilia-Romagna Region (Ver. 3.0)
<p><span lang="EN-GB">This version provides an assessment of the 32 repositories (Table 1) included in the version 2.0 of the ‘Existing databases and dataset repositories on marine abiotic and biotic resources in the Emilia-Romagna Region’. This assessment is based on a new <strong>FAIRness index</strong> (see section 2.1.1 at pag. </span><span lang="EN-GB"><span>14</span></span><span lang="EN-GB">) that measures how well repositories, and the datasets they deposit, adhere to the FAIR (Findability, Accessibility, Interoperability, and Reusability) guiding principles according to the criteria proposed by Wilkinson et al. (2016), which was specifically developed for the aims of the project ‘Ecosystem for Sustainable Transition in Emilia-Romagna’ under Work Package 3 - Spoke 5.</span></p> <p><span lang="EN-GB">Table 1. List of the 32 repositories described and analysed.</span></p> <table style="border-collapse: collapse;"> <thead> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">ID.Repository</span></strong></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Repository</span></strong></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Short description</span></strong></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Provider</span></strong></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Link</span></strong></p> </td> </tr> </thead> <tbody> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ADRIPLAN Data Portal</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Data portal of the ADRiatic Ionian maritime spatial PLANning project</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">RITMARE project</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="http://catalogue.msp-supreme.eu/it/dataset/adriplan-data-portal"><span lang="EN-GB">http://catalogue.msp-supreme.eu/it/dataset/adriplan-data-portal</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">2</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Algaebase</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Global algal database for taxonomic, nomenclatural and distributional information</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Ryan Institute, National University of Ireland</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.algaebase.org"><span lang="EN-GB">https://www.algaebase.org</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">3</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Bold Systems</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Cloud-based data storage for DNA barcode data</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">International Barcode of Life (iBOL) consortium</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://boldsystems.org/"><span lang="EN-GB">https://boldsystems.org/</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">4</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">CNR research institutes databases</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Repository of data provided by the CNR institutes</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Consiglio Nazionale delle Ricerche</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.cnr.it/en/databases-institutes"><span lang="EN-GB">https://www.CNR.it/en/databases-institutes</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">5</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Copernicus</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">European Union's Earth observation programme</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">European Commission</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.copernicus.eu/en"><span lang="EN-GB">https://www.copernicus.eu/en</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">6</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">DataONE</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Data Observation Network for Earth</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">DataOne Projects</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.dataone.org"><span lang="EN-GB">https://www.dataone.org</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">7</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Dati Arpae</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Arpae portal providing public data produced by the Agency</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Arpae Emilia-Romagna</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://dati.arpae.it/"><span lang="EN-GB">https://dati.arpae.it</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">8</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Dati Gov</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Public administration open data</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span>AGID - Agenzia per l'Italia Digitale</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.dati.gov.it"><span lang="IT">https://www.dati.gov.it</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">9</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">DEIMS-SDR</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Dynamic ecological information management system</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">eLTER Research Infrastructure</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://deims.org/"><span lang="EN-GB">https://deims.org</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">10</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Dext3r</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Data from the regional meteorological data survey network</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span>Arpae Emilia-Romagna</span></p> <p><span>(Servizio IdroMeteoClima)</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://simc.arpae.it/dext3r/"><span lang="IT">https://simc.arpae.it/dext3r/</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">11</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">EDMED</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">European Directory of Marine Environmental Data</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">BODC (British Oceanographic Data Centre)</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.bodc.ac.uk/resources/inventories/edmed/"><span lang="EN-GB">https://www.bodc.ac.uk/resources/inventories/edmed/</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">12</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">EMODnet</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">European Marine Observation and Data Network</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">European Commission</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://emodnet.ec.europa.eu/en"><span lang="EN-GB">https://emodnet.ec.europa.eu/en</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">13</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">EurOBIS</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">European Node of the international Ocean Biodiversity Information System (OBIS)</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Flanders Marine Institute (VLIZ)</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.eurobis.org/about"><span lang="EN-GB">https://www.eurobis.org</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">14</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">FAD</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Fisheries and Aquaculture data</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Fisheries and Aquaculture sector at JRC (Joint Research Center), European Commission</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://data.jrc.ec.europa.eu/collection/id-0075"><span lang="EN-GB">https://data.jrc.ec.europa.eu/collection/id-0075</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">15</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Fishbase</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Global information system for fishes</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">GEOMAR Helmholtz Centre for Ocean Research</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.fishbase.se/search.php"><span lang="EN-GB">https://www.fishbase.se/search.php</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">16</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">GBIF</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Global Biodiversity Information Facility</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">GBIF Project</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.gbif.org"><span lang="EN-GB">https://www.gbif.org</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">17</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Geoportale Nazionale</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Italian data geoportal</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span>MASE (Ministero dell'Ambiente e della Sicurezza Energetica)</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="http://www.pcn.minambiente.it/mattm/"><span lang="IT">http://www.pcn.minambiente.it/mattm/</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">18</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><em><span lang="EN-GB">Linked </span></em><span lang="EN-GB">ISPRA</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ISPRA Indicator Database</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ISPRA</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.isprambiente.gov.it/it/banche-dati/banche-dati-folder/mare"><span lang="EN-GB">https://www.isprambiente.gov.it/it/banche-dati/banche-dati-folder/mare</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">19</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">MinERva</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Portal for sharing information held by the Emilia-Romagna Region's General Directorate for Territorial and Environmental Care</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Regione Emilia-Romagna</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://datacatalog.regione.emilia-romagna.it/catalogCTA/"><span lang="EN-GB">https://datacatalog.regione.emilia-romagna.it/catalogCTA/</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">20</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">OpenDataER</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Open Data Service of the Emilia-Romagna Region</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Regione Emilia-Romagna</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://dati.emilia-romagna.it/"><span lang="EN-GB">https://dati.emilia-romagna.it/</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">21</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Polytraits</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Global database on biological traits of polychaetes</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Hellenic Centre for Marine Research</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="http://polytraits.lifewatchgreece.eu"><span lang="EN-GB">http://polytraits.lifewatchgreece.eu</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">22</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">RCMed U-CEM</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Reef Check Med Underwater Coastal Environment Monitoring Protocol</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Reef Check Italia</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.reefcheckmed.org/english/underwater-monitoring-protocol/webgis-map/"><span lang="EN-GB">https://www.reefcheckmed.org/english/underwater-monitoring-protocol/webgis-map/</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">23</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">RNDT</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">National Directory of Spatial Data</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span>AGID - Agenzia per l'Italia Digitale</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://geodati.gov.it/geoportale/"><span lang="IT">https://geodati.gov.it/geoportale/</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">24</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">SeaDataNet</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Pan European infrastructure for ocean & marine data management</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">European Commission</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.seadatanet.org"><span lang="EN-GB">https://www.seadatanet.org</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">25</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">WebGIS ISMAR</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">WebGiS database on geophysical and geologic data of Italian sea</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ISMAR - CNR Bologna</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="http://gismargrey.bo.ismar.cnr.it:8080/mokaApp/apps/ismarBoApp/index.html?null"><span lang="EN-GB">http://gismargrey.bo.ismar.CNR.it:8080/mokaApp/apps/ismarBoApp/index.html?null</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">26</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">WoRMS</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Word Register of Marine Species</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Flanders Marine Institute (VLIZ)</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.marinespecies.org/index.php"><span lang="EN-GB">https://www.marinespecies.org/index.php</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">27</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Zenodo</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Data centre-backed research data repository</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">CERN</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://zenodo.org"><span lang="EN-GB">https://zenodo.org</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">28</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">iNaturalist</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Online citizen science platform for sharing biodiversity observation</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">iNaturalist Network</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.inaturalist.org/"><span lang="EN-GB">https://www.inaturalist.org/</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">29</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">MarineTraffic</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Global ship traffic intelligence</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">AIS (Automatic Identification System) Marine Traffic company</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.marinetraffic.com/"><span lang="EN-GB">https://www.marinetraffic.com</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">30</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ADRIREEF</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ADRIREEF map of Adriatic reefs</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ADRIREEF project</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://adrireef.github.io/sandbox3/"><span lang="EN-GB">https://adrireef.github.io/sandbox3/</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">31</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">COL</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Catalogue of Life</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Species 2020 and ITIS</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.catalogueoflife.org/"><span lang="EN-GB">https://www.catalogueoflife.org</span></a></span></p> </td> </tr> <tr style=""> <td style="width: 72.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">32</span></p> </td> <td style="width: 83.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ITIS</span></p> </td> <td style="width: 116.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Integrated Taxonomic Information System</span></p> </td> <td style="width: 114.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">United States Geological Survey (USGS)</span></p> </td> <td style="width: 89.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-US"><a href="https://www.itis.gov/"><span lang="EN-GB">https://www.itis.gov</span></a></span></p> </td> </tr> </tbody> </table> <p><span lang="EN-GB"> </span></p> <p><span lang="EN-GB">The structure and organization of the dataset have remained consistent with the previous versions 1.0 (DOI: 10.5281/zenodo.7965539) and 2.0 (DOI: 10.5281/zenodo.10568888). For a comprehensive overview of the dataset fields, we refer the reader to the corresponding reports titled “Database of marine abiotic and biotic resources readily usable for scientific and management purposes”, Deliverable D5.3.2 (DOI: 10.5281/zenodo.7885755) Deliverable D5.3.5 (10.5281/zenodo.10598477).</span></p> <p><span lang="EN-GB">These version of the dataset includes two Microsoft Excel files (.xlsx):</span></p> <p><span lang="EN-GB"><span>·<span> </span></span></span><strong><span lang="EN-GB">Existing databases and dataset repositories on marine abiotic and biotic resources in the Emilia-Romagna Region.xlsx</span></strong></p> <p><span lang="EN-GB">Otherwise similar to the previous version, this file has been added with the average Findability, Accessibility, Interoperability, Reusability, and FAIRness values calculated for the different repositories and a new spreadsheet with the graphs reported in this analysis. The included spreadsheets are:</span></p> <p><span lang="EN-GB"><span>o<span> </span></span></span><span lang="EN-GB">Repositories (32 records)</span></p> <p><span lang="EN-GB"><span>o<span> </span></span></span><span lang="EN-GB">Datasets (208 records)</span></p> <p><span lang="EN-GB"><span>o<span> </span></span></span><span lang="EN-GB">Variables (1157 records)</span></p> <p><span lang="EN-GB"><span>o<span> </span></span></span><span lang="EN-GB">Legend</span></p> <p><span lang="EN-GB"><span>o<span> </span></span></span><span lang="EN-GB">FAIRness plots</span></p> <p><span lang="EN-GB"> </span></p> <p><span lang="EN-GB"><span>·<span> </span></span></span><strong><span lang="EN-GB">FAIRness index.xlsx</span></strong></p> <p><span lang="EN-GB">Contains the evaluation elements and calculation formulas for the FAIRness index, as well as the proposed scale of FAIRness. The included spreadsheets are:</span></p> <p><span lang="EN-GB"><span>o<span> </span></span></span><span lang="EN-GB">Index calculation</span></p> <p><span lang="EN-GB"><span>o<span> </span></span></span><span lang="EN-GB">Scale of FAIRness</span></p> <p><span lang="EN-GB"> </span></p> <p><span lang="EN-GB">Each of the 32 repositories has been described providing the information summarised in Table 2. </span></p> <p><span lang="EN-GB">Table 2. Structure of the Repositories spreadsheet.</span></p> <table style="border-collapse: collapse;"> <thead> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Field</span></strong></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Description</span></strong></p> </td> </tr> </thead> <tbody> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ID.Repository</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB"><span> </span>Unique number which identifies the repository.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Repository</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB"><span> </span>Name of the repository.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Short description</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB"><span> </span>Brief explanation of the repository.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Provider</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB"><span> </span>Entity, institution or agency that maintains and manages the data infrastructure.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Link</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB"><span> </span>Direct link to the repository web page.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Geographic scope</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Extent of coverage of data available in the repository. It varies from regional (data cover only the area of the Emilia-Romagna Region), national (data refer to the whole Italian territory), European (data are collected within Europe), and international (data refer to the global scale).</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Language</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB"><span> </span>Spoken language used in the repository.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Notes</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Deeper explanation of the context in which the repository was created, its content and its purpose.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Findable</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Description of the extent to which data in the repository is easily located and identified.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Accessible</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Description of the extent to which data in the repository is easily retrievable. </span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Interoperable</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Description of the extent to which data in the repository can be easily integrated and combined with other data.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Reusable</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Description of the extent to which data in the repository can be easily applied for different purposes beyond their original context. </span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Findability</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">The calculated value of </span><span lang="EN-GB">Findability</span><span lang="EN-GB"> (between 0 and 1), obtained by averaging the scores assigned to the different criteria ad sub-criteria.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Accessibility</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">The calculated value of </span><span lang="EN-GB">Accessibility</span><span lang="EN-GB"> (between 0 and 1), obtained by averaging the scores assigned to the different criteria ad sub-criteria.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Interoperability</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">The calculated value of </span><span lang="EN-GB">Interoperability</span><span lang="EN-GB"> (between 0 and 1), obtained by averaging the scores assigned to the different criteria ad sub-criteria.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Reusability</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">The calculated value of </span><span lang="EN-GB">Reusability</span><span lang="EN-GB"> (between 0 and 1), obtained by averaging the scores assigned to the different criteria ad sub-criteria.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">FAIRness</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">The calculated value of </span><span lang="EN-GB">FAIRness</span><span lang="EN-GB"> (between 0 and 1), obtained by averaging the values of Findability, Accessibility, Interoperability, Reusability.</span></p> </td> </tr> </tbody> </table> <p><span lang="EN-GB"> </span></p> <p><span lang="EN-GB">Since the previous version, for each repository, datasets containing information relevant to the Emilia-Romagna Region were selected and analysed. The number of considered datasets may be lower than the total number within the repository, especially for repositories covering a larger geographical area than Emilia-Romagna. The number of retrieved and analysed datasets for each repository is indicated in Table 3. </span></p> <p><a name="_heading=h.3hvtf9dnrta5"></a><span lang="EN-GB">Table 3. Number of considered datasets for each repository.</span></p> <div> <table style="border-collapse: collapse;"> <thead> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">ID.Repository</span></strong></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Repository</span></strong></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Datasets</span></strong></p> </td> </tr> </thead> <tbody> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ADRIPLAN Data Portal</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">2</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">2</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Algaebase</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">3</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Bold Systems</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">4</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">CNR research institutes databases</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">4</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">5</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Copernicus</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">67</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">6</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">DataONE</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">36</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">7</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Dati Arpae</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">35</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">8</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Dati Gov</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">15</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">9</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">DEIMS-SDR</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">10</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Dext3r</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">11</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">EDMED</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">12</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">EMODnet</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">4</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">13</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">EurOBIS</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">14</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">FAD</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">2</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">15</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Fishbase</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">16</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">GBIF</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">3</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">17</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Geoportale Nazionale</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">2</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">18</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Linked ISPRA</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">2</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">19</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">MinERva</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">7</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">20</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">OpenDataER</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">6</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">21</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Polytraits</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">22</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">RCMed U-CEM</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">23</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">RNDT</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">24</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">SeaDataNet</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">5</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">25</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">WebGIS ISMAR</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">26</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">WoRMS</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">27</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Zenodo</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">28</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">iNaturalist</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">29</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">MarineTraffic</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">30</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ADRIREEF</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">31</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">COL</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> <tr style=""> <td style="width: 91.9pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">32</span></p> </td> <td style="width: 6.0cm; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ITIS</span></p> </td> <td style="width: 63.8pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">1</span></p> </td> </tr> </tbody> </table> </div> <p><a name="_heading=h.a4hbtakuribe"></a><a name="_heading=h.rewdwwxm6g9n"></a><a name="_heading=h.54qd2eaoqou9"></a><a name="_heading=h.k6v8mfocerhp"></a><a name="_heading=h.s95voz1byz4r"></a><a name="_heading=h.p6kudgk7z8gy"></a><a name="_heading=h.3j9dv38afczr"></a></p> <p><span lang="EN-GB">Moreover, for repositories with broader geographical coverage, such as European ones (e.g., Copernicus and Zenodo) or international ones (e.g., DEIMS-SDR and ITIS), housing a substantial volume of data, only datasets deemed most relevant to the ECOSISTER project were included in this deliverable. For a comprehensive understanding of data availability in these repositories, direct reference is made to the repositories themselves. Access and utilization are facilitated by the previous deliverable, which, through version 1 of the "Existing databases and dataset repositories on marine abiotic and biotic resources in the Emilia-Romagna Region'' dataset, provides a tool for optimal exploration of each repository, understanding its potential and limitations through an assessment of FAIR data guiding principles, along with a direct link to the portal page.</span></p> <p><span lang="EN-GB">Overall, for the purposes of this deliverable, we conducted a comprehensive analysis of 208 public datasets from 32 different repositories and databases. These datasets include a wide array of different variables, encompassing both abiotic and biotic factors, thus providing researchers with a wealth of information to improve the management, conservation and sustainable use of marine resources in the Emilia-Romagna Region.</span></p> <p><a name="_heading=h.81zbsm90vz2t"></a><span lang="EN-GB">The analysis of these variables holds a major importance in the context of the blue economic growth of the Emilia-Romagna Region and the advancement of sustainable development objectives. The strategic assessment of abiotic factors such as water quality, temperature and sediment composition, together with biotic factors such as biodiversity and species distribution, provides a basis for informed decision-making. This, in turn, not only supports the economic prosperity of the region, but also ensures responsible management of its marine ecosystems. Collaborative efforts in data analysis and dissemination, as highlighted by this report, exemplify the commitment to evidence-based policymaking and emphasize the role of research in promoting positive environmental and socio-economic outcomes.</span></p> <p><span lang="EN-GB">The Excel sheet (and the corresponding CSV file) named "Datasets" includes the fields outlined in Table 4, which provide information on various aspects of each dataset such as the file format or structure in which the data is stored, the accessibility of the dataset, the terms governing the use of the dataset, its geographical coverage, etc.</span></p> <p><span lang="EN-GB">Table 4. Structure of the Datasets spreadsheet.</span></p> <table style="border-collapse: collapse;"> <thead> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Field</span></strong></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Description</span></strong></p> </td> </tr> </thead> <tbody> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ID.Repository</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB"><span> </span>Unique number which identifies the repository.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">ID.Dataset</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Unique identifier for each dataset entry.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Dataset name</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Dataset name as assigned within the repository.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Data format</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">File format or structure in which the dataset is stored.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Data typology</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Nature or category of the data (e.g., environmental parameters, biotic resources). </span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Access mode</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Specifies the accessibility of the dataset. “Open access” means the data is freely available, while “Open access on request” implies limited access subject to approval. Additionally, “Restricted access” indicates that the dataset has limited accessibility, typically with specific constraints or conditions that need to be met before obtaining permission to access the data. </span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">License</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Describes the terms and conditions governing the use of the dataset (e.g., Creative Commons Attribution-NonCommercialShareAlike).</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Geo-referenced</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Indicates whether the dataset contains geographical references (Yes/No). </span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Lat min</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Minimum latitude (or northing) value for the dataset.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Lat max</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Maximum latitude (or northing) value for the dataset.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Lon min</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Minimum longitude (or easting) value for the dataset.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Lon max</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Maximum longitude (or easting) value for the dataset.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">CRS</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Defines the geodetic datum (and projection) used for geographical (or kilometric) coordinates. </span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Short description</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Brief overview or summary of the dataset.</span></p> </td> </tr> <tr style=""> <td style="width: 101.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Notes</span></p> </td> <td style="width: 365.25pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Additional notes or remarks about the dataset.</span></p> </td> </tr> </tbody> </table> <p><a name="_heading=h.rn4giaqbyp4t"></a><a name="_heading=h.3y7bkylojy81"></a><span lang="EN-GB">The set of analysed datasets covers a wide range of biotic and abiotic data typologies, which have been grouped into data type categories, as shown in Table 5, to facilitate the user in their search. </span></p> <p><a name="_heading=h.rhkz04r1dh0h"></a><span lang="EN-GB">Table 5. Data typology categories.</span></p> <table style="border-collapse: collapse;"> <thead> <tr style=""> <td style="width: 150.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Data typology</span></strong></p> </td> <td style="width: 315.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><strong><span lang="EN-GB">Description</span></strong></p> </td> </tr> </thead> <tbody> <tr style=""> <td style="width: 150.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Environmental parameters</span></p> </td> <td style="width: 315.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Abiotic data, including water temperature, pH, salinity, dissolved oxygen concentrations, wave height, current intensity and direction. These data also encompass precise locations of sea-based instruments employed by ARPAE Emilia Romagna for collecting chemical-physical data.</span></p> </td> </tr> <tr style=""> <td style="width: 150.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Bathing water parameters</span></p> </td> <td style="width: 315.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Water quality data derived from bathing water monitoring networks, encompassing information on toxic algae, cyanobacteria and phytoplankton. </span></p> </td> </tr> <tr style=""> <td style="width: 150.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Biotic resources</span></p> </td> <td style="width: 315.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Data on specific species of interest (e.g., keystone species, protected and non-indigenous species, commercially relevant species). This data may include occurrence details, natural growth areas, production locations for harvested species meant for human consumption.</span></p> </td> </tr> <tr style=""> <td style="width: 150.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Coastal protection works</span></p> </td> <td style="width: 315.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Data concerning coastal protection initiatives, such as beach nourishment activities and efforts to mitigate coastal hazards' impacts on adjacent lands. These data cover sand sampling points (locations for sand removal used in beach nourishment) and indicators of coastal evolution and criticality.</span></p> </td> </tr> <tr style=""> <td style="width: 150.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Geomorphological features</span></p> </td> <td style="width: 315.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Topographic and bathymetric features of the Adriatic Sea off the Emilia-Romagna coast. This dataset incorporates continental shelf geology, shoreline mapping and classification, bathymetric curves and the continental shelf's delimitation line.</span></p> </td> </tr> <tr style=""> <td style="width: 150.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Offshore Works</span></p> </td> <td style="width: 315.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Information includes precise locations of active and disused offshore platforms and methane wells off the coast of Emilia-Romagna, as well as methane and oil pipelines connecting with the mainland.</span></p> </td> </tr> <tr style=""> <td style="width: 150.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Sedimentological parameters</span></p> </td> <td style="width: 315.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Data encompass sedimentology sampling points and related sedimentological parameters such as mean diameter, sorting coefficient, asymmetry coefficient and the percentage of sand and mud.</span></p> </td> </tr> <tr style=""> <td style="width: 150.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">Other</span></p> </td> <td style="width: 315.75pt; padding: 0cm 5.4pt 0cm 5.4pt;"> <p><span lang="EN-GB">This category encompasses data that has not been grouped into the previous categories and spans across various topics.</span></p> </td> </tr> </tbody> </table> <p><strong><em><span lang="EN-GB"> </span></em></strong></p> <p><a name="_heading=h.1hzwb6589h7h"></a><a name="_heading=h.kl9yyd9hlbi0"></a><strong><em><span lang="EN-GB"> </span></em></strong></p> <h3><a name="_Ref204589500"></a><a name="_Toc204597428"></a><span><em><span lang="EN-GB">2.1.1 FAIRness index</span></em></span></h3> <p><span lang="EN-GB"> </span></p> <p><span lang="EN-GB">Researchers, service providers and policy makers are asking for access to as much data and products as possible to allow in-depth studies and specific applications of present and old data in new contexts (Pouliquen et al., 2010). Sharing data fosters collaboration among scientists and stakeholders, allowing them to combine resources, expertise and datasets. Data sharing, indeed, includes the deposition and preservation of data, allowing their use and reuse by others, making digital data not only the outputs of research but also inputs to new hypotheses that enable new scientific insights (Tenopir et al., 2011) and thus holds a great potential for scientific progress, knowledge discovery and innovation (Fecher et al., 2015; Wilkinson et al., 2016). </span></p> <p><span lang="EN-GB">There is a growing need for data sharing, so that potential users can access data that have been previously acquired and processed by other providers, reducing data collection and thus optimising the use of resources. However, the promotion of data sharing and reuse can only take place if good practices are ensured at all stages of the data life cycle, such as data generation and collection, data management and data analysis (Tenopir et al., 2011). Well-founded data management is of crucial importance for using and analysing data as it ensures that essential data are retained and made accessible for applications by users, guaranteeing local and interoperable discovery and access (Tahnua et al., 2019). </span></p> <p><span lang="EN-GB">However, the past existing digital ecosystem surrounding data publication has prevented the community from gaining optimal benefit from data obtained through research investments in private and public institutions. This is since “good data management” was largely undefined for decades until Wilkinson and colleagues defined the FAIR (Findability, Accessibility, Interoperability, and Reusability) guiding principles in 2016 (Wilkinson et al., 2016; see Table 6). Consequently, standards for good data management were left as a decision for the data, database or repository owner, although it is well known that standards for metadata and data formats are essential for interoperability. However, while in the past researchers have wondered what metadata should always accompany data to guarantee their interoperability (Keely et al., 2010), at present there is no general agreement; nevertheless, the principles defined by the European INSPIRE Directive (2007/2/EC) are of great support. Furthermore, it has been claimed that, lacking proper training in data management, researchers may be unfamiliar with the best practices for proper data archiving (Roche et al., 2015). This results in the publication of data that do not follow univocal principles and are therefore hardly reusable since they are not clearly described using standardised schemas. Data providers, indeed, are different parties, such as research institutes, meteorological and environment agencies, private associations and consortia, with different knowledge of data processing and sharing. These groups usually organise their data system and distribution channels to serve their users, but it comes without saying that being able to serve a wider range of users needs additional effort and harmonisation (Pouliquen et al., 2010). Indeed, to better support research, operational and commercial users, data made available through web services should be FAIR: findable (F), accessible (A), interoperable (I) and reusable through thematic integrated products and services (R). </span></p> <p><span lang="EN-GB"> </span></p> <p><span lang="EN-GB">Table 6. Summary of the FAIR guiding principles as defined by Wilkinson et al. (2016). </span></p> <table style="border-collapse: collapse;"> <tbody> <tr style=""> <td style="width: 473.25pt; padding: -3.5pt -3.5pt -3.5pt -3.5pt;"> <p><strong><span lang="EN-GB"><span> </span>The FAIR Guiding Principles</span></strong></p> </td> </tr> <tr style=""> <td style="width: 473.25pt; padding: 5.0pt 5.0pt 5.0pt 5.0pt;"> <p><span lang="EN-GB">To be<strong> Findable:</strong></span></p> <p><span lang="EN-GB">F1. (meta)data are assigned a globally unique and persistent identifier<br>F2. data are described with rich metadata (defined by R1 below)<br>F3. metadata clearly and explicitly include the identifier of the data it describes </span></p> <p><span lang="EN-GB">F4. (meta)data are registered or indexed in a searchable resource </span></p> </td> </tr> <tr style=""> <td style="width: 473.25pt; padding: 5.0pt 5.0pt 5.0pt 5.0pt;"> <p><span lang="EN-GB">To be <strong>Accessible</strong>:</span></p> <p><span lang="EN-GB">A1. (meta)data are retrievable by their identifier using a standardised communication protocol </span></p> <p><span lang="EN-GB">A1.1 the protocol is open, free, and universally implementable<br>A1.2 the protocol allows for an authentication and authorization procedure, where necessary </span></p> <p><span lang="EN-GB">A2. metadata are accessible, even when the data are no longer available </span></p> </td> </tr> <tr style=""> <td style="width: 473.25pt; padding: 5.0pt 5.0pt 5.0pt 5.0pt;"> <p><span lang="EN-GB">To be <strong>Interoperable</strong>:</span></p> <p><span lang="EN-GB">I1. (meta)data use a formal, accessible, shared, and broadly applicable language for knowledge representation</span></p> <p><span lang="EN-GB">I2. (meta)data use vocabularies that follow FAIR principles<br>I3. (meta)data include qualified references to other (meta)data </span></p> </td> </tr> <tr style=""> <td style="width: 473.25pt; padding: 5.0pt 5.0pt 5.0pt 5.0pt;"> <p><span lang="EN-GB">To be <strong>Reusable</strong>:</span></p> <p><span lang="EN-GB">R1. meta(data) are richly described with a plurality of accurate and relevant attributes </span></p> <p><span lang="EN-GB">R1.1. (meta)data are released with a clear and accessible data usage licence<br>R1.2. (meta)data are associated with detailed provenance<br>R1.3. (meta)data meet domain-relevant community standards </span></p> </td> </tr> </tbody> </table> <p><span lang="EN-GB"> </span></p> <p><span lang="EN-GB">About abiotic and biotic data of the Emilia-Romagna Region, to date data management systems and repositories have been mainly developed in isolation and with different goals to serve a specific interest or founding routes (e.g. particular monitoring networks or research programs carried out by different institutes and agencies). This has led to the collection of data that only partially meet the FAIR principles, making it difficult for users to find and process data on the web.</span></p> <p><span lang="EN-GB">The elements of the FAIR principles are related, but independent and separable. These principles define the characteristics that data should have to support discovery and reuse by current and future users (Wilkinson et al., 2016). </span></p> <p><span lang="EN-GB">To assess how well public repositories adhere to the FAIR principles, we assigned scores from 0 to 1 to the various components that describe the four principles. The scores, averaged together, provide a score from 0 to 1 for each principle. Averaging the values for the different principles provide a final single FAIRness index. The assigned values are based on a detailed analysis of the characteristics of each repository and, although some subjectivity is inevitable, taken together they provide a useful comparative numerical analysis for evaluating the repositories and their potential room for improvement. Figure 1 and 2 provide a comparison of the findability, accessibility, interoperability and reusability of the analysed repositories.</span></p> <p><span lang="EN-GB">Table 7. FAIRness index scale based on Wilkinson et al. (2016) principles and descriptors. </span></p> <table style="width: 486.65pt; border-collapse: collapse;"> <tbody> <tr style="height: 13.2pt;"> <td style="width: 27.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 13.2pt;" nowrap="nowrap"> <p><strong><span lang="EN-GB">Rank</span></strong></p> </td> <td style="width: 51.05pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 13.2pt;" nowrap="nowrap"> <p><strong><span lang="EN-GB">Index value</span></strong></p> </td> <td style="width: 73.9pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 13.2pt;" nowrap="nowrap"> <p><strong><span lang="EN-GB">Overall evaluation</span></strong></p> </td> <td style="width: 334.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 13.2pt;" nowrap="nowrap"> <p><strong><span lang="EN-GB">Considerations</span></strong></p> </td> </tr> <tr style="height: 34.8pt;"> <td style="width: 27.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">5</span></p> </td> <td style="width: 51.05pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB"><0.01</span></p> </td> <td style="width: 73.9pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">Not FAIR</span></p> </td> <td style="width: 334.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;"> <p><span lang="EN-GB">Data are not findable, accessible, interoperable, or reusable. This data may be poorly described, difficult to access, or incompatible with other data sources, making it of limited use for research or other purposes.</span></p> </td> </tr> <tr style="height: 46.2pt;"> <td style="width: 27.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 46.2pt;" nowrap="nowrap"> <p><span lang="EN-GB">4</span></p> </td> <td style="width: 51.05pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 46.2pt;" nowrap="nowrap"> <p><span lang="EN-GB">>0.01-0.25</span></p> </td> <td style="width: 73.9pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 46.2pt;" nowrap="nowrap"> <p><span lang="EN-GB">Minimally FAIR</span></p> </td> <td style="width: 334.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 46.2pt;"> <p><span lang="EN-GB">Data are minimally findable, accessible, interoperable, and reusable. Data are not indexed in a searchable resource, making it difficult to discover. Data may have significant limitations in terms of metadata or accessibility, which hinders their effective use. A policy on data reuse is not expressed.</span></p> </td> </tr> <tr style="height: 34.8pt;"> <td style="width: 27.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">3</span></p> </td> <td style="width: 51.05pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">>0.25-0.50</span></p> </td> <td style="width: 73.9pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">Partially FAIR</span></p> </td> <td style="width: 334.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;"> <p><span lang="EN-GB">Data are partially findable, accessible, interoperable, and reusable. Data may have limited metadata or accessibility, making it more difficult to find or use effectively. A policy on data reuse is not expressed.</span></p> </td> </tr> <tr style="height: 34.8pt;"> <td style="width: 27.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">2</span></p> </td> <td style="width: 51.05pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">>0.50-0.75</span></p> </td> <td style="width: 73.9pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">Generally FAIR</span></p> </td> <td style="width: 334.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;"> <p><span lang="EN-GB">Data are mostly findable, accessible, interoperable, and reusable. Data may have some limitations in terms of metadata or accessibility, but they are generally well-described and can be used for research or other purposes (clear licenses terms on data reuse are provided).</span></p> </td> </tr> <tr style="height: 34.8pt;"> <td style="width: 27.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">1</span></p> </td> <td style="width: 51.05pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">>0.75-1.00</span></p> </td> <td style="width: 73.9pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;" nowrap="nowrap"> <p><span lang="EN-GB">Highly FAIR</span></p> </td> <td style="width: 334.35pt; padding: 0cm 3.5pt 0cm 3.5pt; height: 34.8pt;"> <p><span lang="EN-GB">Data are easily findable, accessible, interoperable, and reusable. Data are indexed in a searchable resource, openly available, provided with rich metadata that conform to international standards, clear licenses terms, and can be easily integrated with other data sources.</span></p> </td> </tr> </tbody> </table> <p><span lang="EN-GB">Overall, it can be observed that the Emilia-Romagna Region's marine abiotic and biotic resource repositories and databases exhibit a high degree of FAIRness, the result of years of experience in the sector. Only the older repositories, less oriented to a general audience, present some critical issues, especially regarding the findability and reusability of their datasets.</span></p> <p><span lang="EN-GB"> </span></p> <p><a name="_heading=h.rwew156cmcif"></a><span lang="EN-GB">As a result of the abundance of knowledge acquired through this work, the Emilia-Romagna Region is in a considerably better position to manage the complex balance between economic development and environmental sustainability. In conclusion, this comprehensive analysis represents a fundamental step towards a more resilient and ecologically aware future for the Emilia-Romagna region, in line with global imperatives for sustainable development and responsible resource management.</span></p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.