What You’ll Uncover in Phytomappers Pro A Masterclass for Mapping Plants With Drones
If you wish to undertake drone mapping know-how into your lab or course and aren’t certain the place to or the best way to get the most effective outcomes, we current complete choices and documentation for a wide range of use circumstances.
Phytomappers Pro – A Masterclass for Mapping Plants With Drones
Phytomappers Pro was created to scale drone schooling for agricultural and different associated verticals, similar to scientific, forestry, and environmental consultancies. This course walks step-by-step by means of the whole lot you’d have to know to get ed mapping vegetation professionally, together with:
The speculation behind vegetation indices, similar to NDVI
Finest-practices for picture seize
Drone and digital camera {hardware}
Mission planning software program
Picture processing and knowledge outputs utilizing Pix4D
Cloud instruments
Instance datasets
We educate you the best way to map vegetation with drones. That’s all we do and we attempt to be the most effective at it.
Get instantly obtain Phytomappers Pro – A Masterclass for Mapping Plants With Drones
Your Teacher
Dr. Gregory Crutsinger
Dr. Gregory Crutsinger
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 three main wildfires in California. His firm was based from in depth expertise in tutorial analysis and educating, in addition to the business drone business. Previous to Scholar Farms Greg was the Gross sales Director for the scientific and tutorial verticals at Pix4D and Parrot, and the Educational Packages Director at 3D Robotics. Whereas serving academia, Greg was an Assistant Professor of Ecology on the College of British Columbia.
Who is that this masterclass for?
Drone Service Suppliers
Know what purchasers anticipate, the best way to finest seize that knowledge for them, and the best way to current accomplished mapping knowledge. With this class you possibly can go from having by no means flown for ag earlier than by means of delivering good outcomes for farms and business agriculture purchasers.
Business Agriculture
For customers in organizations which might be concerned commercially with vegetation and need to undertake drone know-how, we are able to information current packages to raised outcomes and assist groups from scratch and construct efficient processes.
Researchers & Lecturers
If you wish to undertake drone mapping know-how into your lab or course and aren’t certain the place to or the best way to get the most effective outcomes, we current complete choices and documentation for a wide range of use circumstances.
Course Curriculum
Get instantly obtain Phytomappers Pro – A Masterclass for Mapping Plants With Drones
Part 1: Intro to Phytomappers Pro: A Masterclass for Vegetation Mapping
1. Welcome to the Masterclass! + (3:27)
2. A Bit About Your Teacher + (3:53)
3. General Construction of the Course + (3:15)
4. Quick Scholar Survey to Get to Know You
Part 2. A Temporary Trade Overview For Plant Mapping With UAVs
1. Business Drone Trade – Introduction + (1:01)
2. Business Drone Timeline (8:24)
3. Trade Growth + (5:15)
4. The place Do Drones Slot in Agriculture? + (6:00)
5. Challenges Going through Adoption in Agriculture + (5:12)
6. A Transfer In direction of the Solutions + (3:29)
7. Business Drone Trade Wrap-up + (1:03)
Part 3a: Foundations of Vegetation Mapping
1. Plant Mapping Principle Introduction + (1:16)
2. Some Fundamentals of Distant Sensing (3:18)
3. The Electromagnetic Spectrum (3:10)
4. The Run Down on Digital Cameras (4:40)
5. How Do Plants “See”? (3:57)
6. Wanting Exterior the Seen at Close to-infrared (6:09)
7. Overview of Multispectral Cameras (2:20)
8. A Critique of Modified RGB Cameras (4:29)
9. What’s a Vegetation Index? (4:10)
10. Deciphering NDVI (3:28)
11. A Fast Observe on Hyperspectral Cameras (1:14)
12. Components That Might Affect NDVI (6:33)
13. Plant Mapping Principle Wrap-up + (3:35)
Lab 1: Utilizing Satellite tv for pc Imagery to Perceive Multispectral Knowledge Layers (9:43)
Part 3b: Intro to Photogrammetry Finest Practices
1. Intro to Photogrammetry (8:23)
2. Getting Sufficient Overlap (4:24)
3. How Quick Ought to I Fly? (2:38)
4. Rolling Shutter Results (2:48)
5. How excessive ought to I fly and Floor Sampling Distance (3:56)
6. Constant Lighting Situations (2:39)
7. Coping with Sloped Terrain (3:39)
8. Accuracy of Outcomes (2:44)
9. Some Notes on RTK GPS (3:13)
10. Floor Management Factors (4:29)
11. Experimental Take a look at Strips (1:45)
12. Utilizing a Calibration Panel (3:07)
Some Pro Suggestions
1. Pro Tip: Level Your Digicam Up + (0:57)
2. Pro Tip: Reformatting Your SD Card + (2:55)
3. Pro Tip: Calibrating Your Compass + (1:00)
4. Pro Tip: GPC Hardcases + (1:18)
5. Pro Tip: Monitoring Airspace Site visitors + (1:19)
6. Pro Tip: Utilizing a Touchdown Pad + (1:34)
7. Pro Tip: Peak Design Baggage For Touring + (2:24)
Part 4: Pre-Mission Planning – Making ready for Profitable Fieldwork
1. Pre-Mission Planning Introduction + (1:15)
2. Defining the Scope of a Challenge + (5:45)
3. {Hardware} Preparation for Fieldwork + (6:48)
4. Software program Preparation for Fieldwork + (3:33)
5. Workforce Group for Fieldwork + (6:56)
6. Delivering Your Knowledge From Fieldwork + (4:48)
7. Pre-Mission Planning Wrap-Up + (1:08)
Part 5: Mission Planning Software program Choices
1. Mission Planning Introduction + (1:49)
2. DroneDeploy Flight Planning – Overview + (5:44)
3. DroneDeploy Flight Planning – Altering Your Settings + (5:02)
4. DroneDeploy Flight Planning – Extra Mission Sorts + (4:17)
5. DroneDeploy Flight Planning – Sharing Your Missions + (1:04)
6. DroneDeploy Flight Planning – Caching Your Basemap + (1:21)
7. DJI Floor Station Pro for Mission Planning with DJI Drones (9:04)
8. The Tower App (Android Solely) for the 3DR Solo (8:37)
9. Free Flight Pro for Bluegrass (3:49)
10a. Pix4D Seize for Bluegrass (6:46)
10b. Pix4D Seize for Disco Pro Ag (7:18)
11. eMotion Ag Software program for eBee SQ (13:58)
12. Micasense Atlas Flight App (5:59)
14. Mission Planning Wrap-Up + (1:21)
Part 6. {Hardware} Choices For RGB Mapping
1. Mapping with RGB Introduction + (3:03)
2. Multirotor Versus Fastened Wing (3:45)
3. DJI Phantom 4 Pro + (3:26)
4. Mavic 2 Pro For Mapping + (3:29)
5. M200 Collection For Mapping + (5:27)
6. Parrot Anafi (Non-DJI Choice For Mapping) + (3:50)
7. eBee X for Mapping + (9:59)
8. VTOLs Are Coming + (2:49)
9. Mapping With RGB Wrap-Up + (0:53)
Part 7: The Phantom 4 Multispectral by DJI
1. Unboxing of the Phantom 4 Multispectral RTK* (7:50)
2. Setting Up the P4M within the Subject* (5:46)
3. P4M Mission Planning With Floor Station Pro* (8:18)
4. Multispectral Instance Dataset (Citrus)*
5: Processing in DJI Terra+ (8:38)
6: Processing in Pix4D Fields+ (9:41)
7: Processing in DroneDeploy+ (6:21)
Part 8: The Sequoia Multispectral Digicam by Parrot
1. Introduction to the Sequoia Sensor by Parrot + (5:15)
2. Sequoia Anatomy (5:20)
3. Sequoia Unboxing (2:53)
4. Sequoia Integration (2:58)
5. Parrot Sequoia Software program Walkthrough (11:48)
6. The way to Replace Sequoia Software program (3:00)
7. Parrot Sequoia+ digital camera (2:56)
Part 8 (continued): Drones for the Parrot Sequoia
8. eBee X Intergration for Sequoia + (2:20)
9. M200 Collection for Mounting Sequoia + (3:59)
10. The eBee SQ by Sensefly (2:41)
11. The 3DR Solo for Sequoia (3:08)
12. Introduction to the Parrot Bluegrass (1:20)
13. Parrot Bluegrass Overview (3:54)
14. Parrot Bluegrass Walkthrough 1 (7:00)
15. Parrot Bluegrass Walkthrough 2 (3:58)
16. Parrot Bluegrass Walkthrough 3 (5:16)
17. Introduction to Disco Pro Ag (8:43)
18.Disco Pro Ag Walkthrough (4:41)
Part 9: Micasense Pink Edge Walkthrough
1. Introduction to the Rededge MX + (3:52)
2. Micasense Rededge {Hardware} (8:51)
3. Sequoia Versus Rededge (3:19)
4. Micasense Rededge Graphical Interface (9:54)
5. Micasense Rededge Integration (5:24)
6. DLS2 Calibration Tip for Rededge and Altum + (1:38)
7. Overview of the Micasense Twin Digicam System (10 Bands) (4:18)
8. Walkthrough Utilizing the Rededge for Mapping a Excessive Worth Crop* (9:35)
Part 10: Drones for the Micasense Rededge
1. eBee X Integration for Rededge + (3:43)
2. M200 Collection Integration For Rededge MX + (3:51)
3. Matrice 100 for Pink Edge (5:00)
4. Different Choices for Rededge Integration + (1:50)
Part 11: The Altum Sensor by Micasense (Extra lectures coming quickly)
1. Micasense Altum Introduction + (3:58)
2. Altum – A fast unboxing of the sensor (7:00)
3. M200 Collection for the Altum Sensor + (4:30)
4. Altum Graphical Interface (6:59)
5. Temporary Overview of Mission Planning for Altum With M200 Collection + (6:42)
Part 12a. DroneDeploy for Picture Processing
1. Picture Processing Software program Introduction + (2:34)
2. DroneDeploy: Setting Up a New Challenge + (3:15)
3. DroneDeploy: Instruments for 2D Maps (10:43)
4. DroneDeploy: Plant Well being Metrics and Elevation + (7:36)
5. DroneDeploy: Instruments for 3D Fashions + (4:46)
6. DroneDeploy: Exporting and Sharing Outcomes+ (5:06)
7. DroneDeploy LiveMap + (2:37)
8. DroneDeploy Panorama Outputs (1:25)
Checking In on Progress
Half-means By means of Checkin + (1:43)
Part 12b: A DeepDive into Pix4D
2. Which Pix4D License ought to I Purchase? (7:08)
3. Educational Pix4D Licenses (5:28)
4. Pix4D Information Base and Software program Obtain (4:33)
5. Pix4D – Loading Your Challenge (8:54)
6. Pix4D – Navigation Assessment of Desktop Software program (4:07)
7. Pix4D – Setting Processing Choices (7:33)
8. Kicking Off Your Challenge (3:01)
9.: Pix4D – High quality Report Stroll By means of (14:32)
10. Pix4D – Single Band Outcomes (3:44)
Lab 2: Mapping with RGB
Lab 2: Directions and Obtain Hyperlink for Instance Dataset
Part 12c: Pix4D Index Calculator
1. Pix4D – Index Maps Half 1 (2:24)
2. Pix4D – Index Maps Half 2 (2:24)
3. Pix4D – Index Maps Half 3 (12:28)
4. Pix4D – Prescription Maps (Index Maps Half 4) (2:27)
5. Pix4D – Index Maps Half 5 (3:28)
6. Fly-by means of video (8:30)
7. Importing Rededge Knowledge to Pix4D (3:24)
8. Quick Walkthrough of Rededge Leads to Pix4D (1:51)
Part 12d: Pix4Dfields as a Speedy Processing Device for Desktop
1. Introduction to Pix4Dfields for Speedy Processing (1:10)
2. Pix4Dfields Multispectral Walkthrough 1 (7:45)
3. Pix4Dfields Multispectral Walkthrough 2 (4:58)
4. Pix4Dfields RGB Instance (5:42)
Lab 3: Mapping With Sequoia Knowledge
Lab 3: Mapping with Sequoia, Directions and Obtain Hyperlink for Dataset
Extra Pro Suggestions
1. Pro Tip: Mille Ties for Cable Administration + (1:04)
2. Pro Tip: MicroScrewdriver Equipment + (1:32)
3. Pro Tip: Renting Over Shopping for + (0:58)
4. Pro Tip: Automobile Inverters For Charging Batteries + (1:37)
5. Pro Tip: Holding Your Tools Clear + (0:57)
6. Pro Tip: Shut Your Reflectance Panel Earlier than Flight + (1:38)
Part 13: Parrot Sequoia and RGB Examples
Instance 1: Washington Cranberries: RGB Outcomes (8:42)
Instance 1: Washington Cranberries – 3D Outcomes and Level Cloud Walkthrough (5:53)
Instance 1 Washington Cranberries – Weed Visualization Train (8:35)
Instance 2: Cedar Creek, Minnesota, RGB Outcomes (7:16)
Instance 2: Cedar Creek, Minnesota, Multispectral Outcomes (8:16)
Instance 2: Cedar Creek, Minnesota – Taking Quantity Measurements (5:53)
Instance 3: Turfgrass Introduction Flyover (1:54)
Instance 3: Turgrass Analysis Plots – Defining Your Processing Space (1:14)
Instance 3: Turfgrass RGB Outcomes (4:12)
Instance 3: Turfgrass High quality Report (5:19)
Instance 3: Turfgrass Multispectral Outcomes (12:22)
Instance 4: Montana Clearcut Instance (7:28)
Instance 5: Cal Academy of Sciences Dwelling Roof (12:23)
Instance 5: Cal Academy Fly-by means of video (1:40)
Instance 6: Montana Elk Exclosure Experiment (6:07)
Lab 4: Processing with Micasense Rededge Knowledge
Lab 4: Processing with Micasense Rededge-M Knowledge
Part 14: Cloud Processing, Visualization, and Sharing With Pix4D
1. Cloud Instruments and Processing Introduction (1:17)
2. Pix4D Cloud Multispectral Stroll By means of (6:23)
3. Pix4D Cloud RGB Stroll By means of (7:52)
4. Pix4D Cloud 3D Choices (1:59)
Lab 5: Pix4D Cloud Train
Pix4D Cloud Lab Train
Part 15:: Micasense Rededge Examples
1. Micasense Atlas The way to Add (Observe Altas is Being Phased Out) (4:20)
2. Micasense Atlas Instruments Walkthrough (8:55)
3. Micasense Atlas – Instance Blue Oak Ranch (5:14)
4.: Micasense Atlas – Instance Lindcove REC Citrus (4:17)
5. Micasense Opens Up Rededge On Github (4:08)
Instance 1: Micasense Wheat Streak Mosaic Virus in Atlas (3:25)
Instance 2: Micasense Atlas Nutrient Deficiency in Desk Grapes (3:39)
Instance 3: Micasense Atlas Detecting Chlorosis in Plums (3:29)
Part 16: Cloud Processing: PrecisionHawk Walkthrough
1. PrecisionHawk: Firm overview (Half 1) (2:23)
2. PrecisionHawk: Precisionmapper UC Davis Wheat Instance (Half 2) (10:35)
3. PrecisionHawk: Precisionmapper Algorithms (Half 3) (7:24)
4. PrecisionHawk: Precision Mapper Examples Continued (Half 4) (3:20)
5. PrecisionHawk: Assist Website (Half 5) (2:35)
Part 17. Cloud instruments – Georeferenced Video
1. Georeferenced Video Introduction + (2:02)
2. Intro to Survae (2:15)
3. Survae Walkthrough 1 (3:33)
4. Survae Walkthrough 2 (2:24)
5. Survae Knowledge Visualization (8:15)
6. Georeferenced Video Wrap-up + (0:40)
Part 18. An Overview of Sentera for Agricultural Mapping
AGX710 Sensor From Sentera + (3:11)
M200 Collection for Mounting the Sentera Agx710 + (1:35)
Part 19: Slantrange 3PX Sensor Overview
1. Introduction to Slantrange (0:36)
2. Slantrange 3PX Unboxing (2:10)
3. DJI M200 Collection Overview (2:47)
4. Setup Workflow of 3Px on the M200 (2:05)
5. Mission Planning for 3PX and M200 Utilizing Past the Dice (5:53)
Part 20: Slantview Analytics
1. Background Overview on Slantview Processing (5:58)
2. Some Finest Practices for Slantrange Imagery (4:49)
3. A Assessment of Inhabitants Analyses 1 (3:38)
4. A Assessment of Inhabitants Analyses 2 (3:23)
5. A Assessment of Stress Analyses 1 (5:11)
6. A Assessment of Stress Analyses 2 (2:25)
7.: Downloading Slantview Software program (1:31)
8. Loading Your Challenge (Stress) (1:37)
9. Stress Analyses Outcomes 1 (7:08)
10. Stress Analyses Outcomes 2 (7:49)
11. Stress Analyses Outcomes Export (7:42)
12.: Loading Your Challenge (Inhabitants) (2:11)
13. Inhabitants Analyses Outcomes 1 (5:04)
14. Inhabitants Analyses Outcomes 2 (4:22)
15. Slantrange Assist Assets (3:28)
16. Processing Slantrange Imagery With Pix4D (1:44)
17. Slantrange Wrapup (0:52)
Part 21. Course Wrap Up
1. Wrap-up: Pix4D Consumer Certificates (3:01)
2. Wrap-up: Some Closing Remarks on Drone Knowledge for Agriculture (9:20)
3. Wrap-up: Last Wrap up and Thanks for Taking the Class! + (3:30)
4. Please Take the Finish of Course Scholar Suggestions Survey
*Bonus Part* Useful resource Guides (Extra coming shortly)
*Bonus Useful resource* – Budgeting Cheat Sheet
*Bonus Useful resource* – Drone Knowledge Cheat Sheet
Group Converstion with Pix4D, Micasense, Scholarfarms (16:21)
Learn extra: https://archive.li/h2N8H
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