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Compression method for solar polarization spectra collected from Hinode SOT/SP observations
Oba, T.; Iida, Y.; Iijima, H. +1 more
The rapidly increasing volume of observational solar spectral data poses challenges for efficient and accurate analysis. To address this issue, we present a deep learning-based compression technique using the deep autoencoder (DAE) and 1D-convolutional autoencoder (CAE) models, developed for use on the Hinode SOT/SP data. This technique focuses on…
Exo-MerCat v2.0.0: Updates and open-source release of the Exoplanet Merged Catalog software
Zinzi, Angelo; Carleo, Ilaria; Mandell, Avi +8 more
Exoplanet research is at the forefront of contemporary astronomy recommendations. As more and more exoplanets are discovered and vetted, databases and catalogs are built to collect information. Various resources are available to scientists for this purpose, though every one of them has different scopes and notations. In Alei et al. (2020) we descr…
MAR: A Multiband Astronomical Reduction package
Sodré, L.; Menéndez-Delmestre, K.; Perottoni, H. D. +9 more
The Multiband Astronomical Reduction (MAR) is a multithreaded data reduction pipeline designed to handle raw astronomical images from the Southern Photometric Local Universe Survey, transforming them into frames that are ready for source extraction, photometry and flux calibration. MAR is a complete software written almost entirely in Python, with…