Bison‐Fly: An open‐source UAV pipeline for plant breeding data collection. Issue 1 (31st July 2022)
- Record Type:
- Journal Article
- Title:
- Bison‐Fly: An open‐source UAV pipeline for plant breeding data collection. Issue 1 (31st July 2022)
- Main Title:
- Bison‐Fly: An open‐source UAV pipeline for plant breeding data collection
- Authors:
- Matias, Filipe Inácio
Green, Andrew
Lachowiec, Jennifer A
LeBauer, David
Feldman, Max - Abstract:
- Abstract: Bison‐Fly is the open‐source pipeline of unoccupied aerial vehicle (UAV) applications for plant breeding developed by the Spring Wheat Breeding Program at North Dakota State University in partnership with the Drone2Phenome community. We present a step‐by‐step pipeline to collect, process, and apply UAV data for plant breeding to facilitate data processing, reduce errors, and create new traits. This open‐source R code can be easily adapted for different crops and improved according to user requirements. In addition, Bison‐Fly provides a free and complete dataset with (a) RGB, Multispectral, and Digital Surface Model orthomosaics from 15 time points throughout the season; (b) field trait data with experimental design; and (c) daily metadata with soil and weather information. We hope this pipeline helps guide students, researchers, and breeders on day‐to‐day activities. Bison‐Fly is available at https://github.com/filipematias23/Bison‐Fly . Core Ideas: An open‐source tutorial is offered for unoccupied aerial vehicle (UAV) applications on plant breeding using R language. An easy extraction of biological information from raster using field plot boundaries is provided. Bison‐Fly provides a robust and real field and UAV dataset from a wheat breeding program.
- Is Part Of:
- Plant phenome journal. Volume 5:Issue 1(2022)
- Journal:
- Plant phenome journal
- Issue:
- Volume 5:Issue 1(2022)
- Issue Display:
- Volume 5, Issue 1 (2022)
- Year:
- 2022
- Volume:
- 5
- Issue:
- 1
- Issue Sort Value:
- 2022-0005-0001-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2022-07-31
- Subjects:
- Phenotype -- Periodicals
Plant genetics -- Periodicals
Periodicals
581.35 - Journal URLs:
- https://dl.sciencesocieties.org/publications/tppj ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/ppj2.20048 ↗
- Languages:
- English
- ISSNs:
- 2578-2703
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 25908.xml