GIS595/MEA792:
UAV/lidar Data Analytics

This is an unmaintained course material, please see current material at:

Schedule

Date Topic
Th Aug 20 Course introduction; Assignment 1: UAS types and applications (due Sep 3rd)
Tu Aug 25 Introduction to Unmanned Aerial Systems lecture
Th Aug 27 TRIMBLE UX5 Aerial Imaging Rover (UAS used in the class) lecture, in-class demo
Tu Sep 1 UAS Aviation Regulations lecture
Th Sep 3 Assignment 1: UAS types and applications: student presentations
Tu Sep 8 Mapping with UAV – Aerial Photogrammetry Concepts lecture
Th Sep 10 Assignment 2: UAV project proposal: overview, flight planning (#2)
Tu Sep 15 Assignment 2: UAV project preparation: GIS analysis of the flight plan (#3)
Th Sep 17 Assignment 2: UAV project presentations, report due Sep. 22
Tu Sep 22 Imagery processing – theoretical background lecture
Th Sep 25 Assignment 3: UAV imagery processing with AGISOFT: geoprocessing (part 1)
Tu Sep 29 Assignment 3: UAV imagery with AGISOFT: generating ortho and DSM (part 2)
Th Oct 1 Assignment 3: UAV imagery processing with Opendronemap, Report for Assignment 3 due Oct 6
Tu Oct 6 FLIGHT
meeting point: Mid Pines Rd Raleigh; 35.727104, -78.696173, time: TBA
WEATHER DEPENDENT, ALTERNATIVE DATES: Oct 13 or Oct 15
Th Oct 8 NO CLASS – HAVE A NICE FALL BREAK
Tu Oct 13 GIS-based analysis of UAV derived DSM and orthophoto lecture
Assignment 4a: GIS-based analysis of UAS derived data geoprocessing outputs
Th Oct 15 Analysis of landscape change from two snapshots of sUAS data
Assignment 4b: Select two most accurate surveys and analyze the change using GIS tools
Assignments 4ab due October 22
Tu Oct 20 Working with lidar point clouds: refresher and update on LAS files processing: 30 min lecture,
Assignment 5: Preview in plas.io, import and interpolate DEM and DSM from 2013 lidar
Th Oct 22 Assignment 5: Finish processing the lidar DEM and DSM, evaluate accuracy at GCPs, compare with 2001 DEM, due October 29
Tu Oct 27 Comparison and fusion of UAS and lidar data.
Assignment 6: Compare UAS and lidar DEMs and explore different fusion techniques, due November 5
Th Oct 29 Visualization of 3D data in the Hunt library T&V lab
Tu Nov 3 Introduction to Python scripting in GRASS GIS
Th Nov 5 Assignment 7: Create a script to compare a set of DEMs (time series or differently acquired data), due November 12
Tu Nov 10 Fusion of lidar and sUAS data for flow modeling, applications of 3D lidar and UAV data time series
Th Nov 12 Assignment 8: Impact of terrain change on landscape processes: dynamic simulation on fused lidar/UAS DsM time series
Tu Nov 17 Tangible Landscape: 30 min lecture preparing file for CNC routing or 3D printing?
Th Nov 19 Tangible Landscape: Applications (selected topics from the TL book applied to UAS data)
Tu Nov 24 Finish work on project
Th Nov 26 NO CLASS – HAPPY THANKSGIVING
Tu Dec 1 Project presentations
Th Dec 3 Project presentations
Tu Dec 8 Complete course portfolio due: reports from all assignments + project paper