Forecasting Corn Yield With Machine Learning Ensembles

by Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis
Published 2020-07-01

A CNN-RNN Framework for Crop Yield Prediction

by Saeed Khaki, Lizhi Wang, Sotirios V. Archontoulis
Published 2020-01-01

An interaction regression model for crop yield prediction

by Javad Ansarifar, Lizhi Wang, Sotirios V. Archontoulis
Published 2021-09-01

Soybean profitability and yield component response to nitrogen fertilizer in Iowa

by S. Carolina Córdova, Sotirios V. Archontoulis, Mark A. Licht
Published 2020-01-01

Corn Yield Prediction With Ensemble CNN-DNN

by Mohsen Shahhosseini, Guiping Hu, Saeed Khaki, Sotirios V. Archontoulis
Published 2021-08-01

Coupling machine learning and crop modeling improves crop yield prediction in the US Corn Belt

by Mohsen Shahhosseini, Guiping Hu, Isaiah Huber, Sotirios V. Archontoulis
Published 2021-01-01

Modeling Flood-Induced Stress in Soybeans

by Heather R. Pasley, Isaiah Huber, Michael J. Castellano, Sotirios V. Archontoulis
Published 2020-02-01

A time-dependent parameter estimation framework for crop modeling

by Faezeh Akhavizadegan, Javad Ansarifar, Lizhi Wang, Isaiah Huber, Sotirios V. Archontoulis
Published 2021-06-01

Nitrogen Fertilizer Suppresses Mineralization of Soil Organic Matter in Maize Agroecosystems

by Navreet K. Mahal, William R. Osterholz, Fernando E. Miguez, Hanna J. Poffenbarger, John E. Sawyer, Daniel C. Olk, Sotirios V. Archontoulis, Michael J. Castellano
Published 2019-03-01

A Systems Modeling Approach to Forecast Corn Economic Optimum Nitrogen Rate

by Laila A. Puntel, John E. Sawyer, Daniel W. Barker, Peter J. Thorburn, Michael J. Castellano, Kenneth J. Moore, Andrew VanLoocke, Emily A. Heaton, Sotirios V. Archontoulis
Published 2018-04-01

Revisiting Biological Nitrogen Fixation Dynamics in Soybeans

by Ignacio A. Ciampitti, André Froes de Borja Reis, S. Carolina Córdova, S. Carolina Córdova, S. Carolina Córdova, Michael J. Castellano, Sotirios V. Archontoulis, Adrian A. Correndo, Luiz Felipe Antunes De Almeida, Luiz H. Moro Rosso
Published 2021-10-01