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PowerPoint-Präsentation The pyunicorn links to other packages and software Easy exchange with standard Python packages: numpy, scipy, scikit-learn, matplotlib Exchange network data with igraph, networkx, graph-tool through various data formats Save to and load from various standard graph formats, e g, for visualization in CGV, Gelphi
1. 4-Belmont_Paris_AT3_presentation Open data Open science context (toward reproducible science) Inter- and Trans-disciplinary data use for environmental change Critical need to bring together application domain scientists and “digital” scientists (computer scientists, data analysts, statisticians, mathematicians)
Belmont Forum EInfrastructure and Data Managemen Promote effective data planning and stewardship in all Belmont Forum agency funded research to enable harmonization of the e infrastructure data layer through enhanced project data planning, monitoring, review and sharing
Belmont Forum and the e-Infrastructures Data Management Project Understandable in a way that allows researchers — including those outside the discipline of origin — to use them Manageable and protected from loss for future use in sustainable, trustworthy repositories The Belmont Forum and its members will support and promote this data policy and principles with the intent of making these data principles enforceable over time
PowerPoint Presentation Data infrastructures and repositories exist in all of these fields (most of which face identical challenges as under (1)) Accordingly, existing data and data platforms are underuse in view of the potential they represent for inter and transdisciplinary research
e-Infrastructures and Data Management in Global Change Research This skills gap analysis is the first formal output of AT4 The skills gap analysis is based firstly on a survey completed by current practitioners in the science and data management of global change research and secondly on additional information gathered from complementary global organisations and professionals The survey includes a catalogue of recommended existing training activities
e-Infrastructures and Data Management - belmontforum. org The Belmont Forum adopts this data policy and the following principles to: widen access to data and promote its long-term preservation in global change research; help improve data management and exploitation; coordinate and integrate disparate organizational and technical elements; fill critical global e-infrastructure gaps;
e-Infrastructures and Data Management - belmontforum. org E-INFRASTRUCTURES AND DATA MANAGEMENT CRA “ the need to address global environmental challenges requires a more coordinated approach to the planning, implementation, and management of data, analytics and e-Infrastructures” through international collaboration
Funders Facing FAIR Data - Belmont Forum • Ensure that data and other research outputs supporting publications are open and accessible at the time of publication • Direct all core research outputs (data, software, appropriate samples and sample descriptions) to trusted repositories, following the FAIR Principles (e g , using CoreTrustSeal or Data Seal of Approval certification)
Belmont Forum e-Infrastructures Data Management Community Strategy . . . Adopt Data Principles that establish a global, interoperable e-infrastructure with cost-effective solutions to widen access to data and ensure its proper management and long-term preservation Researchers should be aware of, and plan for, the costs of data intensive research Foster communication, collaboration and coordination between the wider research community and the Belmont Forum, and