Sebastian Varela - researchr alias

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Viewing Publication 1 - 4 from 4

2022

Implementing Spatio-Temporal 3D-Convolution Neural Networks and UAV Time Series Imagery to Better Predict Lodging Damage in SorghumSebastian Varela, Taylor Pederson, Andrew D. B. Leakey. remotesensing, 14(3):733, 2022. [doi]

Deep Convolutional Neural Networks Exploit High-Spatial- and -Temporal-Resolution Aerial Imagery to Phenotype Key Traits in MiscanthusSebastian Varela, Xuying Zheng, Joyce N. Njuguna, Erik J. Sacks, Dylan P. Allen, Jeremy Ruhter, Andrew D. B. Leakey. remotesensing, 14(21):5333, 2022. [doi]

2021

Understanding Growth Dynamics and Yield Prediction of Sorghum Using High Temporal Resolution UAV Imagery Time Series and Machine LearningSebastian Varela, Taylor Pederson, Carl Bernacchi, Andrew D. B. Leakey. remotesensing, 13(9):1763, 2021. [doi]

2018

Early-Season Stand Count Determination in Corn via Integration of Imagery from Unmanned Aerial Systems (UAS) and Supervised Learning TechniquesSebastian Varela, Pruthvidhar Reddy Dhodda, William H. Hsu, P. V. Vara Prasad, Yared Assefa, Nahuel R. Peralta, Terry Griffin, Ajay Sharda, Allison Ferguson, Ignacio A. Ciampitti. remotesensing, 10(2):343, 2018. [doi]

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