کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6961974 1452244 2018 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Environmental Data Science
ترجمه فارسی عنوان
اطلاعات زیست محیطی
کلمات کلیدی
علم اطلاعات، علم محیط زیست، مدل سازی داده ها،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزار
چکیده انگلیسی
Environmental data are growing in complexity, size, and resolution. Addressing the types of large, multidisciplinary problems faced by today's environmental scientists requires the ability to leverage available data and information to inform decision making. Successfully synthesizing heterogeneous data from multiple sources to support holistic analyses and extraction of new knowledge requires application of Data Science. In this paper, we present the origins and a brief history of Data Science. We revisit prior efforts to define Data Science and provide a more modern, working definition. We describe the new professional profile of a data scientist and new and emerging applications of Data Science within Environmental Sciences. We conclude with a discussion of current challenges for Environmental Data Science and suggest a path forward.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Environmental Modelling & Software - Volume 106, August 2018, Pages 4-12
نویسندگان
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