Machine learning based mapping of physicochemical attributes in the Colombian Pacific seafloor. - Dayanna Lucero Rosales-Estrella; Cristiam Victoriano Portilla-Cabrera; Ángela Inés Guzmán-Alvis; Claire Enterline; Alexandra Díaz Gil; Mario Rueda; Iván Felipe Benavides-Martínez (Earth Sci. Informatics, 2025)

An Ecologically-Informed Deep Learning Framework for Interpretable and Validatable Habitat Mapping. - Iván Felipe Benavides-Martínez; Cristiam Victoriano Portilla-Cabrera; Katherine Mills; Claire Enterline; José Garcés-Vargas; Andrew Allyn; Auroop R. Ganguly (CoRR, 2025)

What on Earth is AlphaEarth? Hierarchical structure and functional interpretability for global land cover. - Iván Felipe Benavides-Martínez; Justin Guthrie; Jhon Edwin Arias; Yeison Alberto Garcés-Gómez; Ángela Inés Guzmán-Alvis; Cristiam Victoriano Portilla-Cabrera; Somnath Mondal; Andrew Allyn; Auroop R. Ganguly (CoRR, 2026)