دانلود کتاب Computing in Geographic Information Systems – محاسبات در سیستم های اطلاعات جغرافیایی

توضیحات

Capable of acquiring large volumes of data through sensors deployed in air, land, and sea, and making this information readily available in a continuous time frame, the science of geographical information system (GIS) is rapidly evolving. This popular information system is emerging as a platform for scientific visualization, simulation, and computation of spatio-temporal data. New computing techniques are being researched and implemented to match the increasing capability of modern-day computing platforms and easy availability of spatio-temporal data. This has led to the need for the design, analysis, development, and optimization of new algorithms for extracting spatio-temporal patterns from a large volume of spatial data.

Computing in Geographic Information Systems considers the computational aspects, and helps students understand the mathematical principles of GIS. It provides a deeper understanding of the algorithms and mathematical methods inherent in the process of designing and developing GIS functions. It examines the associated scientific computations along with the applications of computational geometry, differential geometry, and affine geometry in processing spatial data. It also covers the mathematical aspects of geodesy, cartography, map projection, spatial interpolation, spatial statistics, and coordinate transformation. The book discusses the principles of bathymetry and generation of electronic navigation charts.

The book consists of 12 chapters. Chapters one through four delve into the modeling and preprocessing of spatial data and prepares the spatial data as input to the GIS system. Chapters five through eight describe the various techniques of computing the spatial data using different geometric and statically techniques. Chapters nine through eleven define the technique for image registration computation and measurements of spatial objects and phenomenon.

• Examines cartographic modeling and map projection
• Covers the mathematical aspects of different map projections
• Explores some of the spatial analysis techniques and applications of GIS
• Introduces the bathymetric principles and systems generated using bathymetric charts
• Explains concepts of differential geometry, affine geometry, and computational geometry
• Discusses popular analysis and measurement methods used in GIS

This text outlines the key concepts encompassing GIS and spatio-temporal information, and is intended for students, researchers, and professionals engaged in analysis, visualization, and estimation of spatio-temporal events.

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ترجمه ماشینی :

علم سیستم اطلاعات جغرافیایی (GIS) با توانایی به دست آوردن حجم زیادی از داده ها از طریق حسگرهای مستقر در هوا، زمین و دریا و در دسترس قرار دادن این اطلاعات به آسانی در یک بازه زمانی پیوسته، به سرعت در حال تکامل است. این سیستم اطلاعاتی محبوب به عنوان بستری برای تجسم علمی، شبیه‌سازی و محاسبه داده‌های مکانی-زمانی در حال ظهور است. تکنیک‌های محاسباتی جدید برای مطابقت با قابلیت روزافزون پلت‌فرم‌های محاسباتی مدرن و دسترسی آسان به داده‌های مکانی-زمانی در حال تحقیق و پیاده‌سازی هستند. این امر منجر به نیاز به طراحی، تجزیه و تحلیل، توسعه و بهینه سازی الگوریتم های جدید برای استخراج الگوهای مکانی- زمانی از حجم زیادی از داده های مکانی شده است.