Spectral reflectance data of plant green
Faculty of Computing Health and Science
School or Research Centre
Centre for MicroPhotonic Systems Electron Science Research Institute
Edith Cowan University Research Online
Australian Research Council
ECU Industry Collaboration Schemes
The dataset contains spectral reflectance data of various crop plants and weeds. The data has been collected in the field using a spectrometer, from farm locations in Queensland and Western Australia. The dataset contains the spectral reflectance characteristics of various crop plants and weeds including sugarcane, cotton, wheat, skeleton weeds, guinea and Johnson grasses, which were monitored at different plant development stages in Gingin, Western Australia and Toowoomba and Bundaberg, Queensland. The data is categorised by time of year collected, plant name, weed name, farm and place. At this stage the dataset contains spectral reflectance data of more than 10 different plants, collected since 2008, however the dataset is growing. Data is stored in Excel file format.
Other participants in the research are Sreten Askraba (Senior Research Fellow, ESRI) and Arie Paap (Post Doctoral Research Fellow, ESRI).
Electron Science Research Institute - http://esri.ecu.edu.au/
Search and destroy lasers used in the fight against weeds - http://www.ecu.edu.au/news/media-releases/2013/02/search-and-destroy-lasers-used-in-the-fight-against-weeds
Research Activity Title
Laser-based photonic weed sensor
Research Activity Description
The aim of the project is to develop a microphotonic weed sensor engine to capture and analyse spectral data for accurate discrimination and detection of weeds and crops. The result would enable better agricultural weed eradication based on the unique properties of the green of weeds when compared to the green of the agricultural crop. Funding was provided via two ARC Linkage grants to improve the sensor device. Other funding sources have been ECU Industry Collaboration schemes. The project commenced in 2008 and is continuing.
Start of data collection time period
Access to the dataset is subject to legal and commercial restrictions. Photonic Detection Systems is the commerical partner. Contact Professor Kamal Alameh of the Electron Science Research Institute at Edith Cowan University to determine access conditions.
Alameh, K. (2014). Spectral reflectance data of plant green. Edith Cowan University. Retrieved from http://ro.ecu.edu.au/datasets/13