Rapid Response Drone Data

Salepage : Rapid Response Drone Data
Archive : Rapid Response Drone Data Digital Download
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A crash course on obtaining drone data during crises and disasters.

Curriculum for Masterclasses

Rapid Reaction Drone Data is a course that grew out of real-world mapping experience with public safety teams in the aftermath of catastrophes. The course’s goal is to scale drone education for people who need to quickly collect and visualize drone data for emergency response, including many tips and tricks from California’s devastating wildfires. This course takes students step by step through what they need to know to become a digital first responder utilizing commercially available drones.

The concept of drone mapping

Image capture best practices

Hardware for drones and cameras

Software for mission planning

Data outputs and image processing

Cloud applications

Learning lessons the hard way so you don’t have to

The Professor

Dr. Greg Crutsinger is the founder of Scholar Farms, which specializes in aerial mapping using drone training. He served as the emergency drone data lead for three major California wildfires, including the Tubbs, Carr, and Camp Fires.

His company arose from his extensive experience in academic research and teaching, as well as in the commercial drone industry. Greg was previously the Sales Director for the scientific and academic verticals at Pix4D and Parrot, as well as the Academic Programs Director at 3D Robotics. Greg worked as an Assistant Professor of Ecology at the University of British Columbia.

Curriculum of the Course

Part 1: Introduction

Emergency UAV Mapping in Fire Zones (Background Video)

Introduction 1: Welcome to the Class! (3:14) Introduction 2: Instructor Background Introduction 3: From Science to Wildfires StartIntro 4: Setting Course Expectations Exemplification Data Products from Tubbs, Carr, and Camp Fires Begin with a brief student survey.

Checklists, cheat sheets, and course materials

Pre-Mission Planning Checklist

Rapid Response Workflow StartCheatsheet

StartCheat Sheet – Best Practices Mapping

White Paper on the StartSurvae Experiment

Guide to Satellite, Manned, and Unmanned Imagery

Section 2: Commercial Drone Industry Background History

Introduction to the StartIndustry

StartOverview 1 – Aerial Imagery History (3:36)

StartOverview 2 – A Brief Overview of Unmanned Systems (4:11)

StartOverview 3 – Consumer Drones on the Rise

StartOverview 4 – DJI Establishes Itself as a Leader (2:44)

Part 107 and the Commercial Industry: A Quick Overview (2:52)

StartOverview 6 – Commercial Hardware Improves (1:36)

StartOverview 7 – Hardware to Software Transition (4:42)

StartOverview 8 – The Industry’s Uphill Battles (3:35)

StartOverview 9 – What Is the Industry’s Future? (4:21)

Wrap-Up of the Industry Overview (2:19)

Section 3: Rapid Response Pre-Mission Planning

Introduction to Rapid Response Planning (2:21)

PreviewPlanning Lecture 1 – Determining the Mission’s Scope (3:24)

Start Planning Lecture 2 – Gather Area/Damage Intelligence

StartPlanning Lecture 3 – What Data Products Are Needed? (2:33) StartPlanning Lecture 4 – Infrastructure Understanding Lecture 5 of StartPlanning – Is Your Software Up to Date? (4:56) Team Organization – StartPlanning Lecture 6 StartPlanning Lecture 7 – Pilot Debriefing StartPlanning Lecture 8 – Team Division and Communication StartPlanning Lecture 9 – Method Standardization and Rapid Training StartPlanning Lecture 10 – Data Transfer StartPlanning Lecture 11 – Look After Yourself

Section 4: Carr Fire Video Blogging

Introduction to StartCarr Fire Vlogs

StartCarr Fire Vlog 1 – Early morning flight

StartCarr Fire Vlog 2 – Redding Debrief

StartCarr Fire Vlog 3 – Oops, I was late!

StartCarr Fire Vlog 4 – Taking to the Sky

StartCarr Fire: Vlog 5 – A walk around the block

Helicopters in the area – StartCarr Fire Vlog 6

StartCarr Fire Vlog 7 – Day End Processing

StartCarr Fire Vlog 8 – Back on the road

StartCarr Fire Vlog 9 – Debrief from the Second Day and Early Results

Rogues drones in a neighborhood – StartCarr Fire Vlog 11

StartCarr Fire Vlog 12 – A badly damaged neighborhood

StartCarr Fire Vlog 13 – Speaking with customer service while loading data

StartCarr Fire Vlog 14: Finishing up and heading home

Drone Hardware (Section 5)

Hardware Lecture 1 – P4P Preview

Beginning Hardware Lecture 2 -Mavic 2 Pro

StartHardware Lecture 3 – Anafi Parrot

4th Hardware Lecture: Fixed Wings

DJI Goggles – StartHardware Lecture 5

StartHardware Lecture 6 – A Hard Case Note

Survae Georeferenced Video Section 6

Survae: An Introduction

PreviewLecture 1 – Survae Software Workflow Walkthrough

StartLecture 2 – Survae Software and Data Upload

StartLecture 3 – Survae Software and Data Sharing

Exemple Video Embed #1

Exemple Video Embed #2

Section 7: Mapping Flight Logs with the Drone as a Flying GPS

Mapping of Flight Logs in Preview (Background Video)

Beginner’s Guide to Flight Log Mapping

StartLecture 1 – Litchi’s Flight Log

StartLecture 2 – Survae Export of Flight Logs

StartLecture 3 – Mapping Airdata from Flight Logs

StartLecture 4 – Example of Flight Log Mapping A

StartLecture 5 – Example B of Flight Log Mapping

StartLecture 6 – Example of Flight Log Mapping C

Section 8: 360-degree panoramas

Beginner’s Guide to 360 Panoramas

 StartLecture 1 – Hangar 360 (4:20)

 StartLecture 2 – Hangar 360 (3:42)

 StartLecture 3 – Hangar 360 (1:16)

 StartLecture 4 – Hangar 360 (1:35)

 StartLecture 5 – Hangar 360 (1:42)

 StartLecture 6 – Panos With DJI Go 4 (3:03)

 StartLecture 7 – Round Me (4:58)

 StartLecture 8 – Round Me (3:11)

 StartLecture 9 – Round Me (3:19)

 StartLecture 10: PT Gui for Offline Stitching (10:03)

Hands on Lab

 StartPhotos for 2D and 3D processing

Section 9: Mapping With Drones Theory & Best Practices

 StartIntroduction to Mapping Theory (0:50)

 PreviewTheory 1 – The Science of Remote Sensing (3:10)

 StartTheory 2 – Light and the Electromagnetic Spectrum (3:09)

 StartTheory 3 – Digital Cameras on Our Drones (4:26)

 StartTheory 4 – An Introduction to Photogrammetry (4:28)

 StartTheory 5 – An Overview of Orthomosaics (2D Maps) (3:52)

 StartTheory 6 – Nadir Versus Oblique Imagery (4:06)

 StartTheory 7 – Flight Speed (2:37)

 StartTheory 8 – Rolling Versus Global Shutter (2:35)

 StartTheory 9 – Altitude and Ground Sampling Distance (2:34)

 StartTheory 10 – Dealing With Sloped Terrain (3:09)

 StartTheory 11 – Relative Versus Absolute Accuracy (2:44)

 StartTheory 12 – An Overview of RTK GPS (3:12)

 StartTheory 13 – Using Ground Control to Improve Accuracy (4:21)

 StartWrap-Up Mapping Theory (1:07)

Section 10: Deep Dive Into Pix4D

 StartIntroduction to Pix4D Software (2:51)

 StartPix4D Background Lecture 1 (5:08)

 StartPix4D Background Lecture 2 (1:53)

 StartPix4D Background Lecture 3 (5:22)

 StartPix4D Background Lecture 4 (4:20)

 StartPix4D Cloud Lecture 1 (1:55)

 StartPix4D Cloud Lecture 2 (7:02)

 StartPix4D Cloud Lecture 3 (2:49)

 StartPix4D Desktop Lecture 1 (7:37)

 StartPix4D Desktop Lecture 2 (5:16)

 StartPix4D Desktop Lecture 3 (Step 1) (1:57)

 StartPix4D Desktop Lecture 4 (Step 2) (3:39)

 StartPix4D Desktop Lecture 5 (Step 3) (3:35)

 StartPix4D Desktop Lecture 6 (5:01)

 StartPix4D Desktop Lecture 7 (7:15)

 StartPix4D Desktop Lecture 8 (5:29)

 StartPix4D Desktop Lecture 9 (2:31)

 StartPix4D Desktop Lecture 10 (5:21)

 StartPix4D Desktop Lecture 11 (2:57)

 StartPix4D Desktop Lecture 12 (6:51)

 StartPix4D Desktop Lecture 13 (3:59)

 StartPix4D Desktop Lecture 14 (4:02)

Section 11: Autonomous Mission Planning Software

 StartIntroduction to Mission Planning (2:42)

 StartLecture 1 – Pix4D Capture (6:37)

 StartLecture 2 – Map Pilot by Maps Made Easy (10:43)

 StartLecture 3 – Drone Deploy Overview (3:06)

 StartLecture 4 – Drone Deploy Mission Planning (6:09)

 StartLecture 5 – Drone Deploy Uploading Photos (1:59)

 StartLecture 6 – Drone Deploy Mapping Results (3:13)

 StartLecture 7 – Drone Deploy Live Map (3:50)

 StartWrap-Up Mission Planning (1:01)

Section 12 Pix4D Fields for Rapid Mapping

 StartIntroduction to Pix4DFields (7:24)

 StartLecture 1 -Pix4D Fields Walkthrough (6:08)

 StartLecture 2 – Introduction to Google Earth (7:44)

 StartLecture 3 – Pix4Dfields to Google Earth (4:06)

Section 13: Camp Fire Technical Debrief

 PreviewCamp Fire Introduction (0:52)

 PreviewCamp Fire 1 – How the Fire Started (4:26)

 StartCamp Fire 2 – Early Structure Damage Map (3:32)

 StartCamp Fire 3 – Preparing to Go (4:35)

 StartCamp Fire 4 – Experimenting on the First Day (4:59)

 StartCamp Fire 5 – A Break to Prep (5:28)

 StartCamp Fire 6 – Preplanning Missions in Drone Deploy (2:36)

 StartCamp Fire 7 – Data Capture With Multiple Teams (3:46)

 StartCamp Fire 8 – Exporting the Data from Drone Deploy (4:29)

 StartCamp Fire 9 – Hangar 360 Pano Capture (6:39)

 StartCamp Fire 10 – Manually Uploading Hangar Panos (3:29)

 StartCamp Fire 11 – Looking Through Some Data (3:16)

 StartCamp Fire 12 – What Layers Were Made Public (6:48)

 StartCamp Fire 13 – Data Layers Continued (2:42)

 StartCamp Fire 14 – The Survae Experiment (10:04)

 StartCamp Fire 15 – Manned Aircraft 2D Results (4:19)

 StartCamp Fire 16 – Manned Aircraft 3D Results (4:50)

 StartCamp Fire 17 – Satellite Data (5:39)

 StartPost-Camp Fire Write-up

Section 14: Camp Fire Vlogs

 StartCamp Fire Vlogs: Day 1 (9:54)

 StartCamp Fire Vlogs: Day 2 (5:29)

 StartCamp Fire Vlogs: Day 3 (10:29)

 StartCamp Fire Vlogs: Day 4 (8:35)

 StartCamp Fire Vlogs: Day 5 (13:51)

 StartCamp Fire Vlogs: Day 6 (9:25)

 StartCamp Fire Vlogs: Day 7 (6:17)

 StartCamp Fire Vlogs: Day 8 (2:51)

 StartCamp Fire Vlogs: Final Data Handoff (2:16)

Section 15: Course Wrap Up

 StartCourse Wrap-up Lecture 1 (6:35)

 StartCourse Wrap-Up Lecture 2 (2:16)

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