Sotirios V. Archontoulis

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 6

Top Topics

Weather Forecasting

Machine Learning

Prediction Accuracy

Top Venues

Environ. Model. Softw.

Publications

Faezeh Akhavizadegan, Javad Ansarifar, Lizhi Wang, Sotirios V. Archontoulis
Risk-averse Stochastic Optimization for Farm Management Practices and Cultivar Selection Under Uncertainty. CoRR (2022)
Mohsen Shahhosseini, Guiping Hu, Saeed Khaki, Sotirios V. Archontoulis
Corn Yield Prediction with Ensemble CNN-DNN. CoRR (2021)
Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis
Forecasting Corn Yield with Machine Learning Ensembles. CoRR (2020)
Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis, Isaiah Huber
Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt. CoRR (2020)
Saeed Khaki, Lizhi Wang, Sotirios V. Archontoulis
A CNN-RNN Framework for Crop Yield Prediction. CoRR (2019)
Mohsen Shahhosseini, Rafael A. Martinez-Feria, Guiping Hu, Sotirios V. Archontoulis
Maize Yield and Nitrate Loss Prediction with Machine Learning Algorithms. CoRR (2019)
Sotirios V. Archontoulis, Fernando E. Miguez, Kenneth J. Moore
A methodology and an optimization tool to calibrate phenology of short-day species included in the APSIM PLANT model: Application to soybean. Environ. Model. Softw. 62 (2014)