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Sebastian Varela
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2020 – today
- 2022
- [j4]Sebastian Varela
, Taylor Pederson, Andrew D. B. Leakey:
Implementing Spatio-Temporal 3D-Convolution Neural Networks and UAV Time Series Imagery to Better Predict Lodging Damage in Sorghum. Remote. Sens. 14(3): 733 (2022) - [j3]Sebastian Varela
, Xuying Zheng, Joyce N. Njuguna
, Erik J. Sacks
, Dylan P. Allen, Jeremy Ruhter, Andrew D. B. Leakey
:
Deep Convolutional Neural Networks Exploit High-Spatial- and -Temporal-Resolution Aerial Imagery to Phenotype Key Traits in Miscanthus. Remote. Sens. 14(21): 5333 (2022) - 2021
- [j2]Sebastian Varela
, Taylor Pederson, Carl Bernacchi, Andrew D. B. Leakey:
Understanding Growth Dynamics and Yield Prediction of Sorghum Using High Temporal Resolution UAV Imagery Time Series and Machine Learning. Remote. Sens. 13(9): 1763 (2021)
2010 – 2019
- 2018
- [j1]Sebastian Varela
, Pruthvidhar Reddy Dhodda, William H. Hsu, P. V. Vara Prasad
, Yared Assefa
, Nahuel R. Peralta, Terry Griffin, Ajay Sharda, Allison Ferguson, Ignacio Antonio Ciampitti
:
Early-Season Stand Count Determination in Corn via Integration of Imagery from Unmanned Aerial Systems (UAS) and Supervised Learning Techniques. Remote. Sens. 10(2): 343 (2018)
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