An interaction regression model for crop yield prediction

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

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

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

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

Maize yield and nitrate loss prediction with machine learning algorithms

by Mohsen Shahhosseini, Rafael A Martinez-Feria, Guiping Hu, Sotirios V Archontoulis
Published 2019-01-01

Modeling Flood-Induced Stress in Soybeans

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

County-scale crop yield prediction by integrating crop simulation with machine learning models

by Saiara Samira Sajid, Mohsen Shahhosseini, Isaiah Huber, Guiping Hu, Sotirios V. Archontoulis
Published 2022-11-01

Simulated dataset of corn response to nitrogen over thousands of fields and multiple years in Illinois

by German Mandrini, Sotirios V. Archontoulis, Cameron M. Pittelkow, Taro Mieno, Nicolas F. Martin
Published 2022-02-01

Maize Leaf Appearance Rates: A Synthesis From the United States Corn Belt

by Caio L. dos Santos, Lori J. Abendroth, Jeffrey A. Coulter, Emerson D. Nafziger, Andy Suyker, Jianming Yu, Patrick S. Schnable, Sotirios V. Archontoulis
Published 2022-04-01

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

Climate change shifts forward flowering and reduces crop waterlogging stress

by Ke Liu, Matthew Tom Harrison, Sotirios V Archontoulis, Neil Huth, Rui Yang, De Li Liu, Haoliang Yan, Holger Meinke, Isaiah Huber, Puyu Feng, Ahmed Ibrahim, Yunbo Zhang, Xiaohai Tian, Meixue Zhou
Published 2021-01-01

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

Climate Change and Management Impacts on Soybean N Fixation, Soil N Mineralization, N2O Emissions, and Seed Yield

by Elvis F. Elli, Ignacio A. Ciampitti, Michael J. Castellano, Larry C. Purcell, Seth Naeve, Patricio Grassini, Nicolas C. La Menza, Luiz Moro Rosso, André F. de Borja Reis, Péter Kovács, Sotirios V. Archontoulis
Published 2022-04-01