Recent Developments in Geospatial Information Sciences: Selected Papers from Igisc 2023

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.

Hugo Carlos Martínez 目前在地理空間資訊科學研究中心 (CentroGeo) 擔任研究員，並參與遙感與地理情報的研究團隊。

他的研究活動主要集中在數值模型和深度學習應用於地理空間數據的相關領域。目前，他的研究重點包括：預測墨西哥的謀殺案件、語言模型以創建風險地圖，以及在 LiDAR 點雲中使用超解析度算法。他還從事相位解包問題的基礎數學研究以及遙感影像的共同註冊。

他曾有機會與 Springer 合作編輯書籍《地理空間數據科學的進展：2021年國際地理空間資訊科學會議選定論文 (Lecture Notes in Geoinformation and Cartography)》。這本書的目的是發表反映地理數據科學進展的研究成果，同時提高 IGISC 的能見度。