Generating land gravity anomalies from satellite gravity observations using PIX2PIX GAN image translation

Generative Adversarial Networks (GANs), specifically the Pix2Pix GAN, are used to effectively map gravity anomalies from satellite to ground, and adapt the Pix2Pix GAN model for large-scale data transformation. The impact of varying patch sizes on model performance is investigated using key metrics...

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Bibliographic Details

Published in:	Applied Computing and Geosciences
Main Authors:	Bisrat Teshome Weldemikael, Girma Woldetinsae, Girma Neshir
Format:	Article
Language:	English
Published:	Elsevier 2024-12-01
Subjects:	Gravity anomaly Pix2Pix GAN GAN and image-to-image translation
Online Access:	http://www.sciencedirect.com/science/article/pii/S2590197424000521