. "Remote Sensing"@en . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Facultative class 3 - selected topics of environment remote sensing"@en . . "2" . "The course is divided into two parts. In the first, the student becomes acquainted with selected methods of satellite image processing (multi, super and hyperspectral), such as: creating color composites for the needs of environmental analyzes - selecting the proper spectral ranges for specific purposes, creating masks of selected objects (e.g. water mask), statistical analysis of satellite images in global and local terms - advantages and disadvantages of both approaches, calculation of vegetation and soil indicies and their role in the natural environment research. In the second part of the course, students, in small teams, carry out a project aimed at analyzing and assessing the changes in the environment with the use of LANDSAT or Sentinel satellite data, using e.g. supervised classification and/or masking." . . "Presential"@en . "FALSE" . . "Bachelor in Geodesy and Cartography"@en . . "https://www.gik.pw.edu.pl/gik_en/Studies" . "209"^^ . "Presential"@en . "Geodesy is historically the science of surveying the Earth and presenting its image in the form of maps related to cartography. Modern geodesy and cartography is still the field of science related to surveying, but with the use of many observational techniques starting with geodesy and geodynamics through satellite and airborne photogrammetric imaging, remote sensing techniques to classic ground-based surveying and legal aspects of cadastral and property management. The variety of Earth observation techniques is constantly increasing the role of a surveyors and cartographers as those who can integrate all these data, providing precise spatial location and georeferenced and is able to present and interpret occurring phenomena."@en . . . . "3.5"@en . "TRUE" . . . "Bachelor"@en . "Both" . "Not informative" . "Euro"@en . "Not informative" . "Mandatory" . "no data"@en . "7"^^ . "TRUE" . "Downstream"@en . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .