TY  - BOOK
ED  - Yadav, Sudesh
ED  - Yadav, Satya Prakash
ED  - Chelliah, Pethuru Raj
ED  - Tiwari, Prabhakar
ED  - Albuquerque, Victor Hugo C. de
PY  - 2024
DA  - 2024//
TI  - Novel AI applications for advancing earth sciences
T3  - Advances in environmental engineering and green technologies (AEEGT) book series
PB  - IGI Global
CY  - Hershey, Pennsylvania
KW  - Earth sciences
KW  - Data processing
KW  - Artificial intelligence
KW  - Computer simulation
KW  - Intelligence artificielle - Informatique
KW  - Sciences de la terre - Simulation par ordinateur
AB  - "The Earth Sciences industry faces a new challenge - the need for accurate, efficient, and reliable methods to monitor and predict geological phenomena and environmental changes. As climate change, earthquakes, and other natural disasters become more frequent and severe, the necessity for advanced tools and techniques is paramount. Traditional methods often fall short in providing the precision and speed required to address these critical issues. Geologists and earth scientists who are grappling with the urgent problem of utilizing artificial intelligence (AI) to revolutionize their field, will find the solution within the pages of Novel AI Applications for Advancing Earth Sciences.This book offers the research community concepts expanding upon the fusion of AI technology with earth sciences. By leveraging advanced AI tools, such as convolutional neural networks, support vector machines, artificial neural networks, and the potential of remote sensing satellites, this book transforms the identification of geological features, geological mapping, soil classification, and gas detection. Scientists can now predict earthquakes and assess the probability of climate change with unprecedented accuracy. Additionally, the book explains how the optimization of algorithms for specific tasks substantially reduces the time complexity of earth observations, leading to an unprecedented leap in accuracy and efficiency."--
UR  - https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3768790
LA  - English
N1  - Sudesh Yadav, Satya Prakash Yadav, Pethuru Raj, Prabhakar Tiwari, Victor Hugo C. de Albuquerque, editors
ID  - 1887255397
ER  -