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Book: Application of Artificial Intelligence techniques in Geosciences

27/04/2024
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Price: 60,90 €
(as of Nov 02, 2024 08:58:07 UTC – Details)

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«In this study, an investigation of the diaclasis that impacts the Sierra de Lihué Calel was carried out with the consequent description, parameterization and classification of the different diaclasis systems in the field, with the objective of determining the origin of this structure.» In addition, the scope and limitations of the techniques of Artificial Intelligence based on Machine Learning and Deep Learning algorithms for the detection of joints in the processing of satellite images and photographs of outcrops. This approach was used to create joint maps and perform statistical analyzes of their length, distribution, and orientation in an automated manner.

«The application of techniques of Artificial Intelligence "It was compared with traditional analysis methods, and the precision and speed of this innovative methodology was determined, although the chronological analysis and persistence of the joints were limited." Based on the results obtained, adjustments were made to the algorithms to improve their versatility and the limitations of their application were identified.

Publisher ‏ : ‎ Edições Nosso Conhecimento (April 18, 2022)
Language ‏ : ‎ Portuguese
Softcover ‏ : ‎ 92 pages
ISBN-10 ‏ : ‎ 6204641271
ISBN-13 ‏ : ‎ 978-6204641270
Product weight ‏ : ‎ 186 g
Dimensions: 15 x 0.53 x 22 cm

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