Artificial Intelligence and Computer Vision for Ecological Informatics (1)

By: Sanjeev Jain and Akhilesh Tiwari and Siddharth Singh Chouhan and Uday Pratap Singh and Akash Saxena

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Synopsis: 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 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.The book will be useful to students, researchers, scientists, and field experts in directing their work towards this domain, to deliver and design models and prototypes for the benefit of society and the environment.

Book Quality:: Publisher Quality
Book Size:: 402 Pages
ISBN-13:: 9781040453056
Related ISBNs:: 9781040453025, 9781032836430, 9781003518778
Publisher:: CRC Press
Date of Addition:: 08/27/25
Copyrighted By:: Siddharth Singh Chouhan, Uday Pratap Singh, Akash Saxena, Akhilesh Tiwari, and Sanjeev Jain
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Technology, Earth Sciences
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Siddharth Singh Chouhan
Edited by:: Uday Pratap Singh
Edited by:: Akash Saxena
Edited by:: Akhilesh Tiwari
Edited by:: Sanjeev Jain