What You’ll Uncover in Rapid Response Drone Data
Rapid Response Drone Data is a course rising from real-world expertise mapping with public security groups within the aftermath of disasters. The objective of the course is to scale drone training for individuals needing to quickly accumulate and visualize drone knowledge for emergency response, together with many suggestions and tips from devastating wildfires in California
Rapid Response Drone Data
The Masterclass Curriculum
Rapid Response Drone Data is a course rising from real-world expertise mapping with public security groups within the aftermath of disasters. The objective of the course is to scale drone training for individuals needing to quickly accumulate and visualize drone knowledge for emergency response, together with many suggestions and tips from devastating wildfires in California. This course walks college students step-by-step by means of all the things you’d must know to develop into a digital first responder utilizing off-the-shelf drones.
The speculation behind drone mapping
Finest-practices for picture seize
Drone and digicam {hardware}
Mission planning software program
Picture processing and knowledge outputs
Cloud instruments
Classes discovered the laborious means so you do not have to
The Teacher
Dr. Greg Crutsinger is the founding father of Scholar Farms, which makes a speciality of utilizing drone coaching for aerial mapping. He has acted because the emergency drone knowledge lead for 3 main wildfires in California, together with the Tubbs, Carr, and Camp Fires.
His firm was based from in depth expertise in educational analysis and instructing, in addition to the business drone business. Previous to Scholar Farms, Greg was the Gross sales Director for the scientific and educational verticals at Pix4D and Parrot, and the Tutorial Applications Director at 3D Robotics. Whereas serving academia, Greg was an Assistant Professor of Ecology on the College of British Columbia.
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Often Requested Questions
Who is that this masterclass for?
Constructed for a broad viewers in any respect expertise ranges
Companies and Departments
If you’re member of a public security crew focused on or at present constructing your drone program, then this course was constructed for you. It can stroll you thru the transition from merely flying a drone for an lively state of affairs to amassing invaluable level surveys and map layers. This class is not only idea, it was constructed from real-world expertise offering situational consciousness throughout disasters.
First Responders
Are you a citizen trying assist out your area people when it actually counts? This course will educate you how you can put together, what to anticipate, and how you can finest seize drone data. It can ship totally different {hardware} and software program choices, suggestions and tips, and the outputs your native companies can use throughout an emergency.
Drone Service Suppliers
Know what shoppers count on throughout an emergency, how you can finest seize that knowledge for them, and how you can current accomplished mapping knowledge. With this class, you’ll be able to go from flying primary missions by means of delivering good outcomes for public security groups and coordinating companies.
Extra questions? Contact [email protected] or go to Scholar Farms
“You may’t construct a public security UAV crew with out serious about the info facet of the equation. Its not sufficient to be an incredible pilot. The maps and imagery additionally need to get to the best place. Watching Greg work each on scene throughout these wildfires and his followup afterward has been an enormous increase to our UAV program.”
– Deputy Sheriff Casey Tholborn, Contra Contra County Sheriff’s Workplace
“Greg has worked right alongside our team during these devastating wildfires, keeping a level head and applying his valuable skillset from industry and academia to assist the communities in California. He is one of the best out there to train on the UAV data side.”
– Deputy Sheriff Rick Hassna, Chief UAS Pilot, Alameda County Sheriff’s Workplace
“As a volunteer drone pilot during the mapping of the Camp Fire, I watched first hand as Greg coordinated an incredible amount of data and helped condense it down for the teams and the public. More agencies need the kind of data skills that this Rapid Response class provides.”
– Andrew Maximow, Chief Drone Officer, Firmatek
“I have been following Greg’s glorious work for some years now. His direct, hands-on area expertise coupled together with his technical experience, data-savviness and powerful educational credentials makes him a go-to knowledgeable for many people within the humanitarian drone area. What’s extra, Greg is refreshingly humble and splendidly inventive as demonstrated by his sensible, hands-on downside fixing perspective. I’ve discovered heaps from him and proceed to take action. You should definitely take a look at his new course!”
– Dr. Patrick Meier, Government Director, WeRobotics
“Public security has embraced the advantages that rising know-how like UAS can present throughout catastrophe response and the restoration part. Scholar Farms has constructed an excellent operational template to finest optimize the massive quantities of information that public security groups accumulate with UAS within the area. Throughout latest wildfires right here in California, I obtained to see how Greg organized and delivered a complete bundle of usable data to emergency managers and the general public. Extra groups want this skillset.
After taking Rapid Response Drone Data, I really feel abundantly extra ready to answer a catastrophe. That is explicit related for us right here in earthquake-prone San Francisco, the place will probably be essential to know how you can finest accumulate, course of, and ship knowledge to realize our collective mission of efficient emergency response”
– Katharine Cook dinner, San Francisco Police Division
“Dr. Greg Crutsinger is a former colleague of mine at 3DR and someone I have a ton of respect for. He has been figuring out ways to use a combination of drone software platforms to provide a truly valuable solution for first responders and residents of the tragic fires hammering California.”
– Colin Guinn, Founder, Guinn Companions
Inspiration For the Course
A Overview of the Coordinated Staff Effort it Takes to Get the Job Finished
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Course Curriculum
Part 1: Introduction
Emergency UAV Mapping within the Fireplace Zones (Background Video) (5:08)
Intro 1: Welcome to the Class! (3:14)
Intro 2: Teacher Background (2:46)
Intro 3: Going From Science to Wildfires (3:00)
Intro 4: Setting Expectations for the Course (3:04)
Instance Data Merchandise from Tubbs, Carr, and Camp Fires
Brief Preliminary Pupil Survey
Checklists, Cheatsheets and Course Sources
Guidelines – Pre-Mission Planning
Cheatsheet- Rapid Response Workflow
Cheat Sheet – Mapping Finest Practices
Survae Experiment White Paper
Satellite tv for pc, Manned, and Unmanned Imagery Information
Part 2: Background Historical past of the Industrial Drone Trade
Trade Overview Introduction (1:18)
Overview 1 – Historical past of Aerial Imagery (3:36)
Overview 2 – Very Brief Historical past of Unmanned Programs (4:11)
Overview 3 – Rise of Shopper Drones (2:49)
Overview 4 – DJI Emerges as a Chief (2:44)
Overview 5 – Half 107 and the Industrial Trade (2:52)
Overview 6 – Industrial {Hardware} Will get Higher (1:36)
Overview 7 – Shifting From {Hardware} to Software program (4:42)
Overview 8 – The Uphill Battles within the Trade (3:35)
Overview 9 – Whats the Way forward for the Trade (4:21)
Trade Overview Wrap-Up (2:19)
Part 3: Pre-Mission Planning for Rapid Response
Rapid Response Planning Introduction (2:21)
Planning Lecture 1 – Figuring out the Scope of the Mission (3:24)
Planning Lecture 2 – Collect Intelligence on the Space/Harm (2:42)
Planning Lecture 3 – What Data Merchandise are Being Requested? (2:33)
Planning Lecture 4 – Understanding Infrastructure (1:33)
Planning Lecture 5 – Is Your Software program As much as Date? (4:56)
Planning Lecture 6 – Staff Group (5:24)
Planning Lecture 7 – Debriefing Pilots (3:01)
Planning Lecture 8 – Dividing Groups, Communication (4:15)
Planning Lecture 9 – Standardizing Strategies, Rapid Coaching (3:49)
Planning Lecture 10 – Handing Off the Data (6:13)
Planning Lecture 11 – Take Care of Your self (1:54)
Part 4: Video Blogs From the Carr Fireplace
Carr Fireplace Vlogs Introduction (2:20)
Carr Fireplace Vlog 1 – Early rise and flying up (1:40)
Carr Fireplace Vlog 2 – Debrief in Redding (1:04)
Carr Fireplace Vlog 3 – Oops, obtained left behind (0:31)
Carr Fireplace Vlog 4 – Getting up within the air (1:01)
Carr Fireplace: Vlog 5 – A stroll by means of the neighborhood (0:34)
Carr Fireplace Vlog 6 – Helicopters within the space (0:38)
Carr Fireplace Vlog 7 – Finish of the day processing (0:36)
Carr Fireplace Vlog 8 – Headed again out (0:30)
Carr Fireplace Vlog 9 – Second day debrief and early outcomes (0:42)
Carr Fireplace Vlog 11 – Rogues drones in a neighborhood (0:22)
Carr Fireplace Vlog 12 – A tough hit neighborhood (0:42)
Carr Fireplace Vlog 13 – Speaking to buyer assist as we load knowledge (0:46)
Carr Fireplace Vlog 14 – Wrapping up and heading dwelling (0:27)
Part 5: Drone {Hardware}
{Hardware} Lecture 1 – P4P (4:17)
{Hardware} Lecture 2 -Mavic 2 Professional (6:16)
{Hardware} Lecture 3 – Parrot Anafi (4:26)
{Hardware} Lecture 4 – Fastened Wings (3:26)
{Hardware} Lecture 5 – DJI Goggles (3:33)
{Hardware} Lecture 6 – A Notice on Exhausting Instances (1:33)
Part 6: Georeferenced Video Utilizing Survae
Introduction to Survae (2:02)
Lecture 1 – Survae Software program Walkthrough of the Workflow (5:08)
Lecture 2 – Survae Software program, Easy methods to Add Your Data (4:26)
Lecture 3 – Survae Software program, Easy methods to Share Your Data (2:18)
Instance Video Embed #1
Instance Video Embed #2
Part 7: Flight Log mapping utilizing 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 Instance A (3:44)
Lecture 5 – Flight Log Mapping Instance B (2:00)
Lecture 6 – Flight Log Mapping Instance C (2:12)
Part 8: 360 Panoramas
Introduction to 360 Panoramas (3:00)
Lecture 1 – Hangar 360 (4:20)
Lecture 2 – Hangar 360 (3:42)
Lecture 3 – Hangar 360 (1:16)
Lecture 4 – Hangar 360 (1:35)
Lecture 5 – Hangar 360 (1:42)
Lecture 6 – Panos With DJI Go 4 (3:03)
Lecture 7 – Spherical Me (4:58)
Lecture 8 – Spherical Me (3:11)
Lecture 9 – Spherical Me (3:19)
Lecture 10: PT Gui for Offline Stitching (10:03)
Fingers on Lab
Images for 2D and 3D processing
Part 9: Mapping With Drones Principle & Finest Practices
Introduction to Mapping Principle (0:50)
Principle 1 – The Science of Distant Sensing (3:10)
Principle 2 – Gentle and the Electromagnetic Spectrum (3:09)
Principle 3 – Digital Cameras on Our Drones (4:26)
Principle 4 – An Introduction to Photogrammetry (4:28)
Principle 5 – An Overview of Orthomosaics (2D Maps) (3:52)
Principle 6 – Nadir Versus Indirect Imagery (4:06)
Principle 7 – Flight Velocity (2:37)
Principle 8 – Rolling Versus International Shutter (2:35)
Principle 9 – Altitude and Floor Sampling Distance (2:34)
Principle 10 – Dealing With Sloped Terrain (3:09)
Principle 11 – Relative Versus Absolute Accuracy (2:44)
Principle 12 – An Overview of RTK GPS (3:12)
Principle 13 – Utilizing Floor Management to Enhance Accuracy (4:21)
Wrap-Up Mapping Principle (1:07)
Part 10: Deep Dive Into Pix4D
Introduction to Pix4D Software program (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)
Part 11: Autonomous Mission Planning Software program
Introduction to Mission Planning (2:42)
Lecture 1 – Pix4D Seize (6:37)
Lecture 2 – Map Pilot by Maps Made Simple (10:43)
Lecture 3 – Drone Deploy Overview (3:06)
Lecture 4 – Drone Deploy Mission Planning (6:09)
Lecture 5 – Drone Deploy Importing Images (1:59)
Lecture 6 – Drone Deploy Mapping Outcomes (3:13)
Lecture 7 – Drone Deploy Reside Map (3:50)
Wrap-Up Mission Planning (1:01)
Part 12 Pix4D Fields for Rapid Mapping
Introduction to Pix4DFields (7:24)
Lecture 1 -Pix4D Fields Walkthrough (6:08)
Lecture 2 – Introduction to Google Earth (7:44)
Lecture 3 – Pix4Dfields to Google Earth (4:06)
Part 13: Camp Fireplace Technical Debrief
Camp Fireplace Introduction (0:52)
Camp Fireplace 1 – How the Fireplace ed (4:26)
Camp Fireplace 2 – Early Construction Harm Map (3:32)
Camp Fireplace 3 – Making ready to Go (4:35)
Camp Fireplace 4 – Experimenting on the First Day (4:59)
Camp Fireplace 5 – A Break to Prep (5:28)
Camp Fireplace 6 – Preplanning Missions in Drone Deploy (2:36)
Camp Fireplace 7 – Data Seize With A number of Groups (3:46)
Camp Fireplace 8 – Exporting the Data from Drone Deploy (4:29)
Camp Fireplace 9 – Hangar 360 Pano Seize (6:39)
Camp Fireplace 10 – Manually Importing Hangar Panos (3:29)
Camp Fireplace 11 – Trying By way of Some Data (3:16)
Camp Fireplace 12 – What Layers Had been Made Public (6:48)
Camp Fireplace 13 – Data Layers Continued (2:42)
Camp Fireplace 14 – The Survae Experiment (10:04)
Camp Fireplace 15 – Manned Plane 2D Outcomes (4:19)
Camp Fireplace 16 – Manned Plane 3D Outcomes (4:50)
Camp Fireplace 17 – Satellite tv for pc Data (5:39)
Publish-Camp Fireplace Write-up
Part 14: Camp Fireplace Vlogs
Camp Fireplace Vlogs: Day 1 (9:54)
Camp Fireplace Vlogs: Day 2 (5:29)
Camp Fireplace Vlogs: Day 3 (10:29)
Camp Fireplace Vlogs: Day 4 (8:35)
Camp Fireplace Vlogs: Day 5 (13:51)
Camp Fireplace Vlogs: Day 6 (9:25)
Camp Fireplace Vlogs: Day 7 (6:17)
Camp Fireplace Vlogs: Day 8 (2:51)
Camp Fireplace Vlogs: Closing Data Handoff (2:16)
Part 15: Course Wrap Up
Course Wrap-up Lecture 1 (6:35)
Course Wrap-Up Lecture 2 (2:16)
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