This is the fourth edition of the event so called “IEEE/GRSS-Young Professionals & ISPRS WG V/5 and SC Summer School”, which will be held on October 29 - November 1, 2018 in Campo Grande, MS, Brazil, with the theme: UAV Photogrammetry and Machine Learning Applications: Emerging Trends and Challenges for Earth Observation.