Senani Karunaratne

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 4

Top Topics

Machine Learning Algorithms

Spectral Features

Remote Sensing Data

Top Venues

Comput. Electron. Agric.

Publications

Elizabeth Morse-McNabb, Md. Farhad Hasan, Senani Karunaratne
A Multi-Variable Sentinel-2 Random Forest Machine Learning Model Approach to Predicting Perennial Ryegrass Biomass in Commercial Dairy Farms in Southeast Australia. Remote. Sens. 15 (11) (2023)
A. R. Lawson, K. Giri, Anna Thomson, Senani Karunaratne, Kevin F. Smith, Joe Jacobs, Elizabeth Morse-McNabb
Multi-site calibration and validation of a wide-angle ultrasonic sensor and precise GPS to estimate pasture mass at the paddock scale. Comput. Electron. Agric. 195 (2022)
Chaya Smith, Senani Karunaratne, Pieter Badenhorst, Noel Cogan, German C. Spangenberg, Kevin F. Smith
Machine Learning Algorithms to Predict Forage Nutritive Value of In Situ Perennial Ryegrass Plants Using Hyperspectral Canopy Reflectance Data. Remote. Sens. 12 (6) (2020)
Senani Karunaratne, Anna Thomson, Elizabeth Morse-McNabb, Jayan Wijesingha, Dani Stayches, Amy Copland, Joe Jacobs
The Fusion of Spectral and Structural Datasets Derived from an Airborne Multispectral Sensor for Estimation of Pasture Dry Matter Yield at Paddock Scale with Time. Remote. Sens. 12 (12) (2020)