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Rapid Response Drone Data
Section 1: Introduction
Emergency UAV Mapping in the Fire Zones (Background Video) (5:08)
Intro 1: Welcome to the Class! (3:14)
Intro 2: Instructor Background (2:46)
Intro 3: Going From Science to Wildfires (3:00)
Intro 4: Setting Expectations for the Course (3:04)
Example Data Products from Tubbs, Carr, Camp, North Complex and CZU Complex Fires
Short Initial Student Survey
Checklists, Cheatsheets and Course Resources
Checklist - Pre-Mission Planning
Cheatsheet- Rapid Response Workflow
Cheat Sheet - Mapping Best Practices
Survae Experiment White Paper
Satellite, Manned, and Unmanned Imagery Guide
Section 2: Background History of the Commercial Drone Industry
Industry Overview Introduction (1:18)
Overview 1 - History of Aerial Imagery (3:36)
Overview 2 - Very Short History of Unmanned Systems (4:11)
Overview 3 - Rise of Consumer Drones (2:49)
Overview 4 - DJI Emerges as a Leader (2:44)
Overview 5 - Part 107 and the Commercial Industry (2:52)
Overview 6 - Commercial Hardware Gets Better (1:36)
Overview 7 - Moving From Hardware to Software (4:42)
Overview 8 - The Uphill Battles in the Industry (3:35)
Overview 9 - Whats the Future of the Industry (4:21)
Industry Overview Wrap-Up (2:19)
Section 3: Pre-Mission Planning for Rapid Response
Rapid Response Planning Introduction (2:21)
Planning Lecture 1 - Determining the Scope of the Mission (3:24)
Planning Lecture 2 - Gather Intelligence on the Area/Damage (2:42)
Planning Lecture 3 - What Data Products are Being Requested? (2:33)
Planning Lecture 4 - Understanding Infrastructure (1:33)
Planning Lecture 5 - Is Your Software Up to Date? (4:56)
Planning Lecture 6 - Team Organization (5:24)
Planning Lecture 7 - Debriefing Pilots (3:01)
Planning Lecture 8 - Dividing Teams, Communication (4:15)
Planning Lecture 9 - Standardizing Methods, Rapid Training (3:49)
Planning Lecture 10 - Handing Off the Data (6:13)
Planning Lecture 11 - Take Care of Yourself (1:54)
Section 4: Video Blogs From the Carr Fire
Carr Fire Vlogs Introduction (2:20)
Carr Fire Vlog 1 - Early rise and flying up (1:40)
Carr Fire Vlog 2 - Debrief in Redding (1:04)
Carr Fire Vlog 3 - Oops, got left behind (0:31)
Carr Fire Vlog 4 - Getting up in the air (1:01)
Carr Fire: Vlog 5 - A walk through the neighborhood (0:34)
Carr Fire Vlog 6 - Helicopters in the area (0:38)
Carr Fire Vlog 7 - End of the day processing (0:36)
Carr Fire Vlog 8 - Headed back out (0:30)
Carr Fire Vlog 9 - Second day debrief and early results (0:42)
Carr Fire Vlog 11 - Rogues drones in a neighborhood (0:22)
Carr Fire Vlog 12 - A hard hit neighborhood (0:42)
Carr Fire Vlog 13 - Talking to customer support as we load data (0:46)
Carr Fire Vlog 14 - Wrapping up and heading home (0:27)
Section 5: Drone Hardware
Hardware Lecture 1 - P4P (4:17)
Hardware Lecture 2 -Mavic 2 Pro (6:16)
Hardware Lecture 3 - Parrot Anafi (4:26)
Hardware Lecture 4 - Fixed Wings (3:26)
Hardware Lecture 5 - DJI Goggles (3:33)
Hardware Lecture 6 - A Note on Hard Cases (1:33)
Hardware Lecture 7: DJI M300 Overview (2:41)
Hardware Lecture 8: The Wingtra One (2:14)
Hardware Lecture 9: DJI Mini 2 for Panoramas (1:38)
Section 5: Pix4D React for Rapid Processing
Lecture 1: Overview of Pix4D React (1:58)
Lecture 2: Loading a Project in Pix4D React (5:42)
Lecture 3: Pix4D React Tools* (5:38)
Generating a Report in Pix4DReact (3:32)
Section 6: 360 Panoramas for Data Capture
Lecture 1: Introduction to 360 Panoramas (3:00)
Lecture 2: Various Options for Collecting Panoramas* (5:16)
Lecture 3: DJIGo4 Panorama Capture* (2:51)
Lecture 4: DroneDeploy Panoramas (4:44)
Lecture 5: ESRI Sitescan for Panoramas* (7:49)
Lecture 6: PT Gui for Offline Stitching (10:03)
Lecture 7: Kuula for Loading and Viewing Panoramas* (9:54)
Section 7: Georeferenced Video Using Survae
Introduction to Survae (2:02)
Lecture 1 - Survae Software Walkthrough of the Workflow (5:08)
Lecture 2 - Survae Software, How to Upload Your Data (4:26)
Lecture 3 - Survae Software, How to Share Your Data (2:18)
Example Video Embed #1
Example Video Embed #2
Section 8: Flight Log mapping using the drone as a flying GPS
Flight log Mapping (Background Video) (6:12)
Introduction to Flight Log Mapping (3:26)
Lecture 1 - Flight Log Litchi (3:55)
Lecture 2 - Flight Log Mapping Survae Export (3:47)
Lecture 3 - Flight Log Mapping Airdata (7:07)
Lecture 4 - Flight Log Mapping Example A (3:44)
Lecture 5 - Flight Log Mapping Example B (2:00)
Lecture 6 - Flight Log Mapping Example C (2:12)
Hands on Lab
Photos for 2D and 3D processing
Section 9: Mapping With Drones Theory & Best Practices
Introduction to Mapping Theory (0:50)
Theory 1 - The Science of Remote Sensing (3:10)
Theory 2 - Light and the Electromagnetic Spectrum (3:09)
Theory 3 - Digital Cameras on Our Drones (4:26)
Theory 4 - An Introduction to Photogrammetry (4:28)
Theory 5 - An Overview of Orthomosaics (2D Maps) (3:52)
Theory 6 - Nadir Versus Oblique Imagery (4:06)
Theory 7 - Flight Speed (2:37)
Theory 8 - Rolling Versus Global Shutter (2:35)
Theory 9 - Altitude and Ground Sampling Distance (2:34)
Theory 10 - Dealing With Sloped Terrain (3:09)
Theory 11 - Relative Versus Absolute Accuracy (2:44)
Theory 12 - An Overview of RTK GPS (3:12)
Theory 13 - Using Ground Control to Improve Accuracy (4:21)
Wrap-Up Mapping Theory (1:07)
Section 10: Deep Dive Into Pix4D
Introduction to Pix4D Software (2:51)
Pix4D Background Lecture 1 (5:08)
Pix4D Background Lecture 2 (1:53)
Pix4D Background Lecture 3 (5:22)
Pix4D Background Lecture 4 (4:20)
Pix4D Cloud Lecture 1 (1:55)
Pix4D Cloud Lecture 2 (7:02)
Pix4D Cloud Lecture 3 (2:49)
Pix4D Desktop Lecture 1 (7:37)
Pix4D Desktop Lecture 2 (5:16)
Pix4D Desktop Lecture 3 (Step 1) (1:57)
Pix4D Desktop Lecture 4 (Step 2) (3:39)
Pix4D Desktop Lecture 5 (Step 3) (3:35)
Pix4D Desktop Lecture 6 (5:01)
Pix4D Desktop Lecture 7 (7:15)
Pix4D Desktop Lecture 8 (5:29)
Pix4D Desktop Lecture 9 (2:31)
Pix4D Desktop Lecture 10 (5:21)
Pix4D Desktop Lecture 11 (2:57)
Pix4D Desktop Lecture 12 (6:51)
Pix4D Desktop Lecture 13 (3:59)
Pix4D Desktop Lecture 14 (4:02)
Section 11: Autonomous Mission Planning Software
Introduction to Mission Planning (2:42)
Lecture 1 - Pix4D Capture (6:37)
Lecture 2 - Map Pilot by Maps Made Easy (10:43)
Lecture 3 - Drone Deploy Overview (3:06)
Lecture 4 - Drone Deploy Mission Planning (6:09)
Lecture 5 - Drone Deploy Uploading Photos (1:59)
Lecture 6 - Drone Deploy Mapping Results (3:13)
Lecture 7 - Drone Deploy Live Map (3:50)
Wrap-Up Mission Planning (1:01)
Section 12: ESRI Sitescan for Cloud Processing and ArcGIS integration
Lecture 1: Introduction to Sitescan (1:55)
Lecture 2: Creating a Project in Sitescan (4:51)
Lecture 3: Sitescan Orthomosaic and ArcGIS Publishing (8:27)
Lecture 4: Sitescan Tools Continued (4:24)
Lecture 5: Publishing from Sitescan to ArcGIS Online for Map Sharing (4:15)
Lecture 6: Mission Planning with Sitescan App 1 (5:32)
Lecture 7: Mission Planning with Sitescan App 2 (3:31)
Lecture 8: Mission Planning with Sitescan App 3 (5:21)
Section 14: Camp Fire Technical Debrief
Camp Fire Introduction (0:52)
Camp Fire 1 - How the Fire Started (4:26)
Camp Fire 2 - Early Structure Damage Map (3:32)
Camp Fire 3 - Preparing to Go (4:35)
Camp Fire 4 - Experimenting on the First Day (4:59)
Camp Fire 5 - A Break to Prep (5:28)
Camp Fire 6 - Preplanning Missions in Drone Deploy (2:36)
Camp Fire 7 - Data Capture With Multiple Teams (3:46)
Camp Fire 8 - Exporting the Data from Drone Deploy (4:29)
Camp Fire 9 - Hangar 360 Pano Capture (6:39)
Camp Fire 10 - Manually Uploading Hangar Panos (3:29)
Camp Fire 11 - Looking Through Some Data (3:16)
Camp Fire 12 - What Layers Were Made Public (6:48)
Camp Fire 13 - Data Layers Continued (2:42)
Camp Fire 14 - The Survae Experiment (10:04)
Camp Fire 15 - Manned Aircraft 2D Results (4:19)
Camp Fire 16 - Manned Aircraft 3D Results (4:50)
Camp Fire 17 - Satellite Data (5:39)
Post-Camp Fire Write-up
Section 15: Camp Fire Vlogs
Camp Fire Vlogs: Day 1 (9:54)
Camp Fire Vlogs: Day 2 (5:29)
Camp Fire Vlogs: Day 3 (10:29)
Camp Fire Vlogs: Day 4 (8:35)
Camp Fire Vlogs: Day 5 (13:51)
Camp Fire Vlogs: Day 6 (9:25)
Camp Fire Vlogs: Day 7 (6:17)
Camp Fire Vlogs: Day 8 (2:51)
Camp Fire Vlogs: Final Data Handoff (2:16)
Section 17: Course Wrap Up
Course Wrap-up Lecture 1 (6:35)
Course Wrap-Up Lecture 2 (2:16)
Camp Fire 11 - Looking Through Some Data
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