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AI and CV for Ecological Informatics PDF

403 Pages·20 MB·English
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by Siddharth Singh Chouhan| 403 pages| 20| English

About AI and CV for Ecological Informatics

Ecological informatics, more commonly known as Ecoinformatics, is the study of environmental sciences and ecological information. It is an emerging interdisciplinary framework for the management, analysis, and synthesis of ecological data with the help of advanced computational intelligence algorithms. Management in this context is data acquisition, preprocessing, and sharing the data. Analysis and synthesis are the process of extracting useful information and forecasting with the help of intelligent algorithms. The aim of this book is to encapsulate concepts and theories of Artificial Intelligence (AI) and Computer Vision algorithms used for the evaluation of various ecological informatics applications. It focuses on soft computing, Machine Learning, Deep Learning, Artificial Intelligence, bio-inspired algorithms, data analysis tools, data visualization tools, and computer vision algorithms used in ecological informatics. The book covers remote sensing applications, water bodies evaluation, agriculture mapping, aquatic mapping, forest management, and terrestrial ecosystems.

Detailed Information

Author:Siddharth Singh Chouhan
Pages:403
Language:English
File Size:20
Format:PDF
Price:FREE
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