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生態学におけるオープンデータの課題と機会
O J Reichman1, Matthew B Jones, Mark P Schildhauer
1National Center for Ecological Analysis and Synthesis, University of California, Santa Barbara, 735 State Street, Suite 300, Santa Barbara, CA 93101, USA. ojreichman@gmail.com
Science (New York, N.Y.)
|February 12, 2011
まとめ
多様なデータへの開放的なアクセスは,生態学的研究を強化しますが,データアクセス,再現性,データ共有に関する課題に対処する必要があります. 連合リポジトリは,生態学におけるデータ使用の保存と認識の鍵です.
科学分野:
- エコロジー エコロジー エコロジー
- データサイエンス データサイエンス
- 情報科学 情報科学
背景:
- エコロジーは,地球,生命,社会科学のデータを統合しています.
- 分散的で異質なデータは,生態学研究の技術的な課題を提示します.
- 現在のデータアクセス方法は,標準化とメタデータによって制限されています.
研究 の 目的:
- 課題を特定し,生態学における効果的なデータ共有のための解決策を提案する.
- 生態学研究におけるデータのアクセシビリティと再現性の重要性を強調する.
- 連邦データリポジトリの開発を提唱する.
主な方法:
- 生態データ管理における既存の課題の検討.
- 実行可能なワークフローやメタデータ規格などの技術的なソリューションの議論.
- データ共有に影響を与える社会学的要因の分析.
主要な成果:
- 標準化とメタデータは,最適なデータアクセスには不十分です.
- 実行可能なワークフローは,データの出所を把握することによって,分析の再現性を向上させます.
- 報酬の欠如などの社会学的障壁は,データ共有を妨げます.
結論:
- 厳重に管理され,統合されたデータリポジトリは,データの保存に不可欠です.
- これらのリポジトリは,データの帰属と確認を容易にします.
- 技術的および社会学的課題の両方に対処することは,データ共有を通じて生態学科学の進歩に不可欠です.
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