institutional commitment to data preservation ––– Data archives for each major research area • Earth Science Data - Major facilities at NASA's Distributed Active Archive Centers (DAACs) located throughout the United States • Space Science Data - Helio, planetary, and astronomical data. • Research publications - online database of over 16 million astronomy and physics papers. * https://www.go-fair.org/fair-principles/
data FAIR* • Findable - consistent and persistent descriptions make scientific data easy to find by both humans and computers • Accessible - use of standard, open protocols ensure data and metadata can be accessed by all. • Interoperable - formal, accessible, and widely adopted semantics and vocabularies are used to expand data usability across systems and communities. • Reusable - data are richly described according to standards to ensure they can be combined or replicated, and usage rights are clarified * https://www.go-fair.org/fair-principles/
requires (open) tools to have value • Core libraries – funded by the creators of the data. • Community libraries – sponsored by NASA, but also significant volunteer contributions. Communities building the tools they need. • Detailed tutorials – demonstrating how to solve common problems. • Open licenses – to maximise reuse (both data and software). https://www.go-fair.org/fair-principles/
licenses – to maximise reuse” Copyright (c) 2011-2023, Astropy Developers All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: - Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. - Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. - Neither the name of the Astropy Team nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.