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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Cianferoni, Fabio; De Felici, Stefano; Vomero, Vincenzo;

    I metadati costituiscono un fondamentale strumento conoscitivo che i ricercatori utilizzano per la scoperta di dati di interesse. Oltreché al censimento e alla stima delle dimensioni, la metadatazione delle collezioni dei musei di Storia Naturale costituisce il primo e indispensabile passo di una strategia di digitalizzazione, mobilizzazione e condivisione dei dati di biodiversità per la comunità scientifica nazionale e internazionale che opera nel campo dello studio e della gestione della biodiversità stessa. Il progetto nazionale CollMap dell'Associazione Nazionale Musei Scientifici (ANMS) ha lo scopo di censire le collezioni di Storia Naturale esistenti in Italia, registrandone i metadati che vengono resi disponibili in tempo reale nel sito dell'ANMS. Allo stato attuale il progetto ha raccolto i dati di un numero considerevole di musei italiani: le collezioni censite sono attualmente 1705 corrispondenti a oltre 20 milioni di esemplari. Allo scopo di dare continuità, valorizzare e sostenere gli sviluppi di CollMap e considerato lo specifico interesse dell'infrastruttura di ricerca di LifeWatch Italia al tema dell'integrazione e dell'utilizzo scientifico dei dati di biodiversità, ANMS e LifeWatch Italia hanno recentemente concluso un accordo di collaborazione grazie al quale il Centro Servizi e il Centro Tematico Collezioni di LifeWatch ITA metteranno a disposizione il contributo qualificato di propri ricercatori al completamento del progetto CollMap. La collaborazione mira anche a potenziare una prosecuzione di CollMap attraverso la catalogazione dei dati provenienti dalle piccole collezioni locali conservate sul territorio italiano per ottenere un quadro diacronico della biodiversità e delle sue variazioni nelle aree oggetto di interesse delle collezioni.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ CNR ExploRAarrow_drop_down
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    CNR ExploRA
    Conference object . 2016
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ CNR ExploRAarrow_drop_down
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      CNR ExploRA
      Conference object . 2016
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Thijsse, Peter; Schaap, Dick; Magagna, Barbara; Stocker, Markus; +7 Authors

    This report, deliverable D9.1 - Marine subdomain FAIRness roadmap, is the result of Task 9.2 “Analysis and priorities to enhance RI data FAIRness” activities which were led by MARIS with involvement of all RIs within the Marine subdomain, and tuning with WP5-WP7. Task 9.2 has analysed the FAIRness of each of the Marine RIs and made a list of priorities for enhancing their FAIRness by means of a roadmap. This deliverable D9.1 is to be considered as an analysis and assessment providing a major basis for formulating the next deliverable D9.2 - Marine subdomain implementation plan. This will be prepared in the coming months interacting closely with WP5 (Community standards and catalogue of services) and WP7 (Common implementation and support).

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    ZENODO
    Project deliverable . 2019
    License: CC BY
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    ZENODO
    Other literature type . 2019
    License: CC BY
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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      ZENODO
      Project deliverable . 2019
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      ZENODO
      Other literature type . 2019
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Petzold, Andreas; Bundke, Ulrich; Hienola, Anca; Laj, Paolo; +10 Authors

    Abstract. Acquiring and distributing essential information for understanding global biogeochemical interactions between the atmosphere and ecosystems, and how climate-ecosystem feedback loops may change atmospheric composition in the future is a fundamental pre-requisite for societal resilience in view of climate change. Particularly, the detection of trends and periodicity in the presence of greenhouse gases and short-lived climate-active atmospheric constituents is an important aspect of climate science. Thus, the availability of an easy and fast access to reliable, long-term, and high-quality environmental data is recognized as fundamental for research and for developing environmental prediction and assessment services. In our Opinion Article, we develop the role environmental research infrastructures in Europe (ENVRI RIs) and particularly the atmosphere-centred research infrastructures ACTRIS, IAGOS and ICOS can assume with their capacities for standardised acquisition and reporting of long-term and high-quality observational data, complemented by rich metadata, for the provision of data by open access, and for data interoperability across different research fields including all fields of environmental sciences and beyond. Resulting from these capacities in data collection and provision, we elaborate on the novel research opportunities in atmospheric sciences which evolve from the combination of open-access and interoperable observational data, tools and technologies offered by data-intensive science, and the emerging service ecosystem of the collaboration platform ENVRI-Hub, hosted by the European Open Science Cloud.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ https://doi.org/10.5...arrow_drop_down
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    https://doi.org/10.5194/egusph...
    Preprint . 2023 . Peer-reviewed
    License: CC BY
    Data sources: Crossref
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Copernicus Publications
    Other literature type . 2023
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ https://doi.org/10.5...arrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      https://doi.org/10.5194/egusph...
      Preprint . 2023 . Peer-reviewed
      License: CC BY
      Data sources: Crossref
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      Copernicus Publications
      Other literature type . 2023
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Marzano, Marinella; Manzari, Caterina; Filannino, Daniela; Pizzi, Rosella; +7 Authors

    Introduction Next Generation Sequencing (NGS) platforms have radically changed the field of genomics and are routinely applied to a variety of functional genomics problems. Although NGS has markedly accelerated multiple areas of genomics research it is a massively parallel process and generates unprecedented volumes of data which present challenges and opportunities for data management, storage, and, most importantly, analysis and interpretation. The Molecular Biodiversity Laboratory (MoBiLab), located in Bari at the CNR-IBBE, is a NGS research infrastructure, realized within the LifeWatch European infrastructure for Biodiversity. In MoBiLab, skills and advanced facilities for molecular and bioinformatics analyses are integrated to provide the scientific community with services and counselling for molecular biodiversity studies. MoBiLab has started the set up of a quality management system based on Good Laboratory Practices (GLPs) accompanied by a Laboratory Information Management System (L.I.M.S.) in order to assure the highest levels of reliability, reproducibility and traceability of the results. Methods GLPs are considered a quality system aimed at ensuring safety, reliability and reproducibility of the non-clinical tests on chemicals intended for the use on human, animal and environment. GLPs are mandatory in OECD countries for preclinical tests, but may be also considered as a reference for laboratory management systems outside their main scope, that can be referred to as “GLP-like” quality systems. The L.I.M.S. is a computer system capable of handling the Acquisition stages-Processing-Storage of all data generated by a laboratory and/or processes, minimizing the risk of errors and increasing the information security. Results The internal quality system of MoBiLab has been designed by taking into account the progressive evolution of Good Research Practices. The team has first outlined a description of the main process by means of a Supplier-Input-Process-Output-Customer-like flowchart which includes the person in charge for the activity and the related documented information (Standard Operation Procedures, SOP, and records). After having identified the SOPs, researchers were provided with a template and with the instructions to draft them. In parallel, management procedures were defined by the whole team, drafted, and supported by flowcharts and other quality tools. MoBiLab, in collaboration with the Italian company Eusoft, started to develop and optimize a L.I.M.S. platform for managing all the laboratory activities through a suite of integrated modules. The platform is structured starting from the SIPOC-like flowchart and the modules are developed and customized in agreement to the SOPs. A CAPA (Corrective Action/Preventive Action) system is also going to be implemented within the LIMS. Conclusions and Perspectives The implementation of some Lean tools in the production process of the MoBiLab will be the next task of the project.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ PeerJ Preprintsarrow_drop_down
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    PeerJ Preprints
    Preprint . 2017
    License: CC BY
    Data sources: PeerJ Preprints
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    PeerJ Preprints
    Preprint . 2017
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      PeerJ Preprints
      Preprint . 2017
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      PeerJ Preprints
      Preprint . 2017
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Ivankovic,Veno; Shi, Zeshun; Zhao, Zhiming;

    Blockchain technology has been utilized in many business cases due to its capability for the development of trustless systems. There is a huge potential for building service marketplaces on top of blockchain technology as decentralized applications (dApps). In such dApps, the point is to exchange and purchase assets and record these transactions on the blockchain to improve the transparency and trust of the marketplace. This work presents a software framework and describes the software prototype implementation, which allows for the provisioning of services on a dApp. The interactions between providers and customers involved in the procurement of services traded on the marketplace are recorded on a distributed ledger. In our dApp, services are provisioned via a configurable auctioning subsystem. Furthermore, after an auction for a service is finished, a Service Level Agreement (SLA) is finalized between a provider and customer. We include a decentralized witness monitoring subsystem to detect Service Level Objective (SLO) violations on this SLA, and witnesses participating in SLA monitoring earn token rewards for their service. Finally, we demonstrate the feasibility of our prototype using state-of-the-art smart contract testing methods.

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    ZENODO
    Conference object . 2022
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    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    https://doi.org/10.1109/smarti...
    Conference object . 2022 . Peer-reviewed
    License: STM Policy #29
    Data sources: Sygma; Crossref
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      Conference object . 2022
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      https://doi.org/10.1109/smarti...
      Conference object . 2022 . Peer-reviewed
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Gkelis, Spyros; Ourailidis, Iordanis; Panou, Manthos; Pappas, Nikos;

    Abstract Background The checklist of Greek Cyanobacteria was created in the framework of the Greek Taxon Information System (GTIS), an initiative of the LifeWatchGreece Research Infrastructure (ESFRI) that has resumed efforts to compile a complete checklist of species reported from Greece. This list was created from exhaustive search of the scientific literature of the last 60 years. All records of taxa known to occur in Greece were taxonomically updated. New information The checklist of Greek Cyanobacteria comprises 543 species, classified in 130 genera, 41 families, and 8 orders. The orders Synechococcales and Oscillatoriales have the highest number of species (158 and 153 species, respectively), whereas these two orders along with Nostocales and Chroococcales cover 93% of the known Greek cyanobacteria species. It is worth mentioning that 18 species have been initially described from Greek habitats. The marine epilithic Ammatoidea aegea described from Saronikos Gulf is considered endemic to this area. Our bibliographic review shows that Greece hosts a high diversity of cyanobacteria, suggesting that the Mediterranean area is also a hot spot for microbes.

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    Europe PubMed Central
    Article . 2016
    Data sources: PubMed Central
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    ZENODO
    Article . 2016
    License: CC BY
    Data sources: ZENODO
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    Biodiversity Data Journal
    Article
    License: CC BY
    Data sources: UnpayWall
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    Biodiversity Data Journal
    Article . 2016 . Peer-reviewed
    License: CC BY
    Data sources: Crossref
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    Authors: González-Aranda, Juan Miguel; Huertas Olivares, Cristina; Arvanitidis, Christos;

    ERICs are important both for boosting Excellence in European Science and Innovation as well as for their contribution to the development of the Regional and Innovation Strategies for Smart Specialization-RIS3. They act as catalysts of the economic growth by promoting innovation, favouring high-quality employment and trans-national cooperation. In this context, the ERIC FORUM project analyses the synergies between the two sides of this interrelationship: one hand, how Regions can benefit from Research Infrastructures, and on the other hand, how ERICs can gain access to additional resources from regional funding sources, such as European Regional and Structural Funds, and INTERREG. This concerted approach would create a window of opportunity for RIs and Regions through a synergistic development and growth, which would address the needs of the Regions for access in knowledge and innovation creation and at the same time it would help the ERICs to get actively involved in the primary Regional and local issues and find support for their economic sustainability. A win-win situation for all European Regions and ERICs.

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    Authors: Gougousis, Alexandros; Bailly, Nicolas;

    Abstract Background Biodiversity data is characterized by its cross-disciplinary character, the extremely broad range of data types and structures, and the plethora of different data sources providing resources for the same piece of information in a heterogeneous way. Since the web inception two decades ago, there are multiple initiatives to connect, aggregate, share, and publish biodiversity data, and to establish data and work flows in order to analyze them. The European program LifeWatch aims at establishing a distributed network of nodes implementing virtual research environment in Europe to facilitate the work of biodiversity researchers and managers. LifeWatchGreece is one of these nodes where a portal was developed offering access to a suite of virtual laboratories and e-services. New information Despite its strict definition in information technology, in practice "portal" is a fairly broad term that embraces many web architectures. In the biodiversity domain, the term "portal" is usually used to indicate either a web site that provides access to a single or an aggregation of data repositories (like: http://indiabiodiversity.org/, http://www.mountainbiodiversity.org/, http://data.freshwaterbiodiversity.eu), a web site that gathers information about various online biodiversity tools (like http://test-eubon.ebd.csic.es/, http://marine.lifewatch.eu/) or a web site that just gathers information and news about the biodiversity domain (like http://chm.moew.government.bg). LifeWatchGreece's portal takes the concept of a portal a step further. In strict IT terms, LifeWatchGreece's portal is partly a portal, partly a platform and partly an aggregator. It includes a number of biodiversity-related web tools integrated into a centrally-controlled software ecosystem. This ecosystem includes subsystems for access control, traffic monitoring, user notifications and web tool management. These subsystems are shared to all the web tools that have been integrated to the portal and thereby are part of this ecosystem. These web tools do not consist in external and completely independent web applications as it happens in most other portals. A quite obvious (to the user) indication of this is the Single-Sign-On (SSO) functionality for all tools and the common user interface wrapper that most of these tools use. Another example of a less obvious functionality is the common user profile that is shared and can be utilized by all tools (e.g user's timezone).

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    Authors: Toro Ortiz, Yenny Marcela; Gámiz Fortis, Sonia Raquel; Castro Díez, Yolanda; Córdoba Machado, Samir; +2 Authors

    [ES]Los impactos sobre el ambiente como consecuencia del cambio climático son sustanciales para el futuro, pudiendo afectar de forma marcada a la hidrología de las regiones tropicales. Esta investigación estudia el uso potencial de las predicciones decenales del modelo “Model for Interdisciplinary Research on Climate” (MIROC6) para predecir eventos de sequía en el Chocó, zona con grandes registros de precipitación anual, pero en la que los eventos secos tienen marcadas repercusiones socioeconómicas y sobre la biodiversidad. La elección de este modelo se basa en la capacidad que tiene éste para reproducir los principales patrones de la circulación atmosférica que afectan el área de estudio. El análisis se realiza a partir los hindcasts decenales de este modelo en el periodo 1961-2018. Teniendo en cuenta la vasta resolución de los modelos de circulación general (GCM-MIROC6), se emplea la metodología de Downscaling Estadístico (DS), para obtener las predicciones regionalizadas de la precipitación. A partir de los valores de la precipitación obtenida a alta resolución espacial, los eventos de sequía se caracterizan mediante el Índice Estandarizado de Precipitación (SPI) a una escala temporal de 3 meses. [EN]The impacts on the environment because of climate change are substantial for the future and could markedly affect the hydrology of tropical regions. This research studies the potential use of decadal predictions of the Model for Interdisciplinary Research on Climate (MIROC6) model to predict drought events in Chocó, an area with large annual precipitation records, but where dry events have marked socioeconomic and biodiversity impacts. The choice of this model is based on its ability to reproduce the main atmospheric circulation patterns that affect the study area. The analysis is based on the decadal hindcasts of this model for the period 1961-2018. Considering the vast resolution of the general circulation models (GCM-MIROC6), the Statistical Downscaling (DS) methodology is used to obtain regionalized predictions of precipitation. From the precipitation values obtained at high spatial resolution, drought events are characterized by the Standardized Precipitation Index (SPI) at a time scale of 3 months. Este estudio ha sido realizado en el marco del proyecto CGL2017-89836-R, financiado por el Ministerio de Economía y Competitividad, y con fondos FEDER adicionales: B-RNM-336-UGR18, financiado por FEDER/Junta de Andalucía - Conserjería de Economía y Conocimiento, y P20_00035, financiado por FEDER/Junta de Andalucía-Conserjería de Transformación Económica, Industria, Conocimiento y Universidades, y Ministerio de Ciencia e Innovación (proyecto LifeWatch-2019-10-UGR-01). Ponencia presentada en: XII Congreso de la Asociación Española de Climatología celebrado en Santiago de Compostela entre el 19 y el 21 de octubre de 2022.

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    This task will map the employment and secondment policies of ERICs as well as gather information on operational and governance issues that arise from these activities By surveying online the community a report on common practices and issues faced will be created Based on this a set of best practices will be developed and through a consultation process with the forum members will be adopted as a guidance document

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    The report will summarise the recommended scientific end-to-end demonstration services which have been agreed for the Atmospheric subdomain.

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    Authors: Joly, Alexis; Giuffrida, Maria; Willems, Marieke; Justamante Rodríguez, Ángela;

    This story derives from a market need identified by the service provider. There are thousands of applications in the natural sciences field who were asking for an automated plant identification system within their own applications. The proposed solution is called Pl@ntNET, a citizen observatory and AI-based Platform designed to monitor plants biodiversity and help identify plants via pictures. It is organised in different thematic and geographical floras operational via a search engine. The solution is provided by a consortium of French research organisms piloted by Inria, the French national research institute for digital science and technology. The user community of Pl@ntNet consists of (1) the citizen and citizen scientists who are interested in identifying and knowing more about plants, and (2) developers of applications and software for plant identification, gardening, biodiversity management, agroecology or other related fields. The service is available on the EOSC Portal Catalogue and Marketplace and was developed within the Cos4Cloud Project. The full list of EOSC in practice stories is available here

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    Authors: Marin, Monica; Glăvan, Eugen; Chiș, Alin; Corad, Bogdan;

    Abstract This study analyses the spatial differences in EU funds absorption among Romanian rural municipalities through the 2014–2020 programming period. The absorption capacity for EU funds is measured by the volume of spent EU funds by inhabitant, for each Romanian rural municipality. The results of the analysis highlight the importance of the territorial dimension when studying the distribution of EU funds among the rural municipalities of Romania. Affiliation with a specific development region (NUTS 2), county (NUTS 3) or a functional urban area (FUA) is used to differentiate the volume of absorbed EU funds. In Romania, rural municipalities with higher levels of absorbed EU funding are, to a statistically higher extent, located in development regions in the Centre, North-West, South-West and West of the country; in communes with no change, or even an increase, in population between 2014 and 2021; in the highest quartile of fiscal capacity and in communes with experience with EU funding from the preceding programming period. This article adds to the growing body of territorial evidence and can be used as a policy instrument to more closely examine the intervention tools embedded in EU funding policy.

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    Moravian Geographical Reports
    Article . 2023 . Peer-reviewed
    License: CC BY NC ND
    Data sources: Crossref
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      Moravian Geographical Reports
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    Authors: Khaldi, Rohaifa; Alcaraz-Segura, Domingo; Guirado, Emilio; Benhammou, Yassir; +3 Authors

    Land use and land cover (LULC) mapping are of paramount importance to monitor and understand the structure and dynamics of the Earth system. One of the most promising ways to create accurate global LULC maps is by building good quality state-of-the-art machine learning models. Building such models requires large and global datasets of annotated time series of satellite images, which are not available yet. This paper presents TimeSpec4LULC (https://doi.org/10.5281/zenodo.5913554; Khaldi et al., 2022), a smart opensource global dataset of multispectral time series for 29 LULC classes ready to train machine learning models. TimeSpec4LULC was built based on the seven spectral bands of the MODIS sensors at 500m resolution, from 2000 to 2021, and was annotated using spatial–temporal agreement across the 15 global LULC products available in Google Earth Engine (GEE). The 22-year monthly time series of the seven bands were created globally by (1) applying different spatial–temporal quality assessment filters on MODIS Terra and Aqua satellites; (2) aggregating their original 8 d temporal granularity into monthly composites; (3) merging TerraCAqua data into a combined time series; and (4) extracting, at the pixel level, 6 076 531 time series of size 262 for the seven bands along with a set of metadata: geographic coordinates, country and departmental divisions, spatial–temporal consistency across LULC products, temporal data availability, and the global human modification index. A balanced subset of the original dataset was also provided by selecting 1000 evenly distributed samples from each class such that they are representative of the entire globe. To assess the annotation quality of the dataset, a sample of pixels, evenly distributed around the world from each LULC class, was selected and validated by experts using very high resolution images from both Google Earth and Bing Maps imagery. This smartly, pre-processed, and annotated dataset is targeted towards scientific users interested in developing various machine learning models, including deep learning networks, to perform global LULC mapping. This work was partially supported by DETECTOR (grant no. A-RNM-256-UGR18, Universidad de Granada/FEDER), LifeWatch SmartEcoMountains (grant no. LifeWatch-2019-10-UGR-01, Ministerio de Ciencia e Innovacion/Universidad de Granada/FEDER), BBVA DeepSCOP (Ayudas Fundacion BBVA a Equipos de Investigacion Cientifica 2018), DeepL-ISCO (grant no. A-TIC-458-UGR18, Ministerio de Ciencia e Innovacion/FEDER), SMART-DASCI (grant no. TIN2017-89517-P, Ministerio de Ciencia e Innovacion/Universidad de Granada/FEDER), BigDDL-CET (grant no. P18-FR-4961, Ministerio de Ciencia e Innovacion/Universidad de Granada/FEDER), RESISTE (grant no. P18-RT-1927, Consejeria de Economia, Conocimiento y Universidad from the Junta de Andalucia/FEDER), Ecopotential (grant no. 641762, European Commission), PID2020-119478GB-I00, the Conselleria de Educacion, Cultura y Deporte de la Generalitat Valenciana, the European Social Fund (grant no. APOSTD/2021/188), the European Research Council (ERC grant no. 647038/BIODESERT), and the Group on Earth Observations and Google Earth Engine (Essential Biodiversity Variables -ScaleUp project). Group on Earth Observations and Google Earth Engine (Essential Biodiversity Variables -ScaleUp project) PID2020-119478GB-I00 RESISTE (Consejeria de Economia, Conocimiento y Universidad from the Junta de Andalucia/FEDER) P18-RT-1927 LifeWatch SmartEcoMountains (Ministerio de Ciencia e Innovacion/Universidad de Granada/FEDER) SMART-DASCI (Ministerio de Ciencia e Innovacion/Universidad de Granada/FEDER) TIN2017-89517-P BigDDL-CET (Ministerio de Ciencia e Innovacion/Universidad de Granada/FEDER) P18-FR-4961 BBVA DeepSCOP (Ayudas Fundacion BBVA a Equipos de Investigacion Cientifica 2018) Conselleria de Educacion, Cultura y Deporte de la Generalitat Valenciana DeepL-ISCO (Ministerio de Ciencia e Innovacion/FEDER) A-TIC-458-UGR18 DETECTOR (Universidad de Granada/FEDER) A-RNM-256-UGR18 European Social Fund (ESF) APOSTD/2021/188 European Commission 647038/BIODESERT European Research Council (ERC) European Commission 641762 LifeWatch-2019-10-UGR-01

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    Earth System Science Data (ESSD)
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      Earth System Science Data (ESSD)
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    Authors: Brus, Magdalena; Ahlgren, Katri; Keski-Nisula, Mari; Ozolina, Karlina; +29 Authors