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Machine Learning in Geoscience PDF

22 Pages·2017·English
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by ['Ade Prayuda']| 2017| 22 pages| English

About Machine Learning in Geoscience

This document discusses using machine learning and deep learning techniques to analyze geospatial and remote sensing data. It provides an overview of machine learning and deep learning, specifically convolutional neural networks. CNN models take inspiration from biological visual systems to perform feature extraction and classification of image data. The document proposes using deep learning models to predict and simulate urban expansion and evolution by analyzing geographical big data sources like satellite imagery. References are provided on applying CNNs to classify and segment satellite images.

Detailed Information

Author:['Ade Prayuda']
Publication Year:2017
Pages:22
Language:English
Format:PDF
Price:FREE
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