کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6949338 1451259 2016 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Geospatial big data handling theory and methods: A review and research challenges
ترجمه فارسی عنوان
نظریه و روش های دست زدن به داده های بزرگ جغرافیایی: چالش های بررسی و تحقیق
کلمات کلیدی
اطلاعات بزرگ، جغرافیایی داده گردانی، تجزیه و تحلیل، مدلسازی فضایی، مرور،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
چکیده انگلیسی
Big data has now become a strong focus of global interest that is increasingly attracting the attention of academia, industry, government and other organizations. Big data can be situated in the disciplinary area of traditional geospatial data handling theory and methods. The increasing volume and varying format of collected geospatial big data presents challenges in storing, managing, processing, analyzing, visualizing and verifying the quality of data. This has implications for the quality of decisions made with big data. Consequently, this position paper of the International Society for Photogrammetry and Remote Sensing (ISPRS) Technical Commission II (TC II) revisits the existing geospatial data handling methods and theories to determine if they are still capable of handling emerging geospatial big data. Further, the paper synthesises problems, major issues and challenges with current developments as well as recommending what needs to be developed further in the near future.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: ISPRS Journal of Photogrammetry and Remote Sensing - Volume 115, May 2016, Pages 119-133
نویسندگان
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