Hugo Carlos Martínez currently works as a researcher at the Center for Research in Geospatial Information Sciences, A.C (CentroGeo), forming part of the remote sensing and geo-intelligence research groups.His research activities have been oriented to subject areas related to numerical modeling and deep learning applications with geospatial data. Currently, his research focuses on the following topics: the prediction of homicides in Mexico, language modeling for creating risk maps, and using super-resolution algorithms in LiDAR point clouds. He works on basic math research for phase unwrapping problems and co-registration of remote sensing images. He had the opportunity to previously participate with Springer in editing the book "Advances in Geospatial Data Science: Selected Papers from the International Conference on Geospatial Information Sciences 2021 (Lecture Notes in Geoinformation and Cartography)." The idea is to publish those works that reflect advances in geographic data science while giving greater visibility to the IGISC.