论文标题
大型跨国数据集的挑战和机遇：欧洲行政作物数据的案例研究
Challenges and Opportunities of Large Transnational Datasets: A Case Study on European Administrative Crop Data
论文作者
论文摘要
广泛的，信息丰富的数据集对于为许多研究领域的科学研究和发展提供基础和可能性至关重要。但是，大型数据集的组装经常对作者和利益相关者都构成困难，在整个协作工作和开发生命周期中都需要各种考虑。在这项工作中，我们讨论并分析了在整个跨国欧洲农业数据集创建中所面临的挑战和机遇，其中包含耕作的参考标签。同时，在锻造自己的数据集时应该考虑的重要元素的简洁框架。
Expansive, informative datasets are vital in providing foundations and possibilities for scientific research and development across many fields of study. Assembly of grand datasets, however, frequently poses difficulty for the author and stakeholders alike, with a variety of considerations required throughout the collaboration efforts and development lifecycle. In this work, we discuss and analyse the challenges and opportunities we faced throughout the creation of a transnational, European agricultural dataset containing reference labels of cultivated crops. Together, this forms a succinct framework of important elements one should consider when forging a dataset of their own.
