A CNN-RNN Framework for Crop Yield Prediction

por Khaki, Saeed, Wang, Lizhi, Archontoulis, Sotirios V.
Publicado 2020

Forecasting Corn Yield With Machine Learning Ensembles

por Shahhosseini, Mohsen, Hu, Guiping, Archontoulis, Sotirios V.
Publicado 2020

An interaction regression model for crop yield prediction

por Ansarifar, Javad, Wang, Lizhi, Archontoulis, Sotirios V.
Publicado 2021

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

por Shahhosseini, Mohsen, Hu, Guiping, Huber, Isaiah, Archontoulis, Sotirios V.
Publicado 2021

Corn Yield Prediction With Ensemble CNN-DNN

por Shahhosseini, Mohsen, Hu, Guiping, Khaki, Saeed, Archontoulis, Sotirios V.
Publicado 2021

Modeling Flood-Induced Stress in Soybeans

por Pasley, Heather R., Huber, Isaiah, Castellano, Michael J., Archontoulis, Sotirios V.
Publicado 2020

A time-dependent parameter estimation framework for crop modeling

por Akhavizadegan, Faezeh, Ansarifar, Javad, Wang, Lizhi, Huber, Isaiah, Archontoulis, Sotirios V.
Publicado 2021

Leaf photosynthesis and respiration of three bioenergy crops in relation to temperature and leaf nitrogen: how conserved are biochemical model parameters among crop species?

por Archontoulis, S. V., Yin, X., Vos, J., Danalatos, N. G., Struik, P. C.
Publicado 2012

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

por Sajid, Saiara Samira, Shahhosseini, Mohsen, Huber, Isaiah, Hu, Guiping, Archontoulis, Sotirios V.
Publicado 2022

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

por Mandrini, German, Archontoulis, Sotirios V., Pittelkow, Cameron M., Mieno, Taro, Martin, Nicolas F.
Publicado 2021

Photosynthetic decline in aging perennial grass is not fully explained by leaf nitrogen

por Tejera, Mauricio, Boersma, Nicholas N, Archontoulis, Sotirios V, Miguez, Fernando E, VanLoocke, Andy, Heaton, Emily A
Publicado 2022

Evaluating maize and soybean grain dry-down in the field with predictive algorithms and genotype-by-environment analysis

por Martinez-Feria, Rafael A., Licht, Mark A., Ordóñez, Raziel A., Hatfield, Jerry L., Coulter, Jeffrey A., Archontoulis, Sotirios V.
Publicado 2019

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

por dos Santos, Caio L., Abendroth, Lori J., Coulter, Jeffrey A., Nafziger, Emerson D., Suyker, Andy, Yu, Jianming, Schnable, Patrick S., Archontoulis, Sotirios V.
Publicado 2022

Modeling Long-Term Corn Yield Response to Nitrogen Rate and Crop Rotation

por Puntel, Laila A., Sawyer, John E., Barker, Daniel W., Dietzel, Ranae, Poffenbarger, Hanna, Castellano, Michael J., Moore, Kenneth J., Thorburn, Peter, Archontoulis, Sotirios V.
Publicado 2016

A Systems Modeling Approach to Forecast Corn Economic Optimum Nitrogen Rate

por Puntel, Laila A., Sawyer, John E., Barker, Daniel W., Thorburn, Peter J., Castellano, Michael J., Moore, Kenneth J., VanLoocke, Andrew, Heaton, Emily A., Archontoulis, Sotirios V.
Publicado 2018

Revisiting Biological Nitrogen Fixation Dynamics in Soybeans

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

Climate Change and Management Impacts on Soybean N Fixation, Soil N Mineralization, N(2)O Emissions, and Seed Yield

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