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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Autors principals:	Bisrat Teshome Weldemikael, Girma Woldetinsae, Girma Neshir
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2024-12-01
Col·lecció:	Applied Computing and Geosciences
Matèries:	Gravity anomaly Pix2Pix GAN GAN and image-to-image translation
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S2590197424000521
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