| Modeling yield response to crop management using convolutional neural networks A Barbosa, R Trevisan, N Hovakimyan, NF Martin Computers and Electronics in Agriculture 170, 105197, 2020 | 95 | 2020 |
| The data‐intensive farm management project: changing agronomic research through on‐farm precision experimentation DS Bullock, M Boerngen, H Tao, B Maxwell, JD Luck, L Shiratsuchi, ... Agronomy Journal 111 (6), 2736-2746, 2019 | 82 | 2019 |
| Spatial variability of crop responses to agronomic inputs in on-farm precision experimentation RG Trevisan, DS Bullock, NF Martin Precision Agriculture 22, 342-363, 2021 | 64 | 2021 |
| Associations between field characteristics and soybean plant performance using canonical correlation analysis NF Martín, G Bollero, DG Bullock Plant and Soil 273, 39-55, 2005 | 58 | 2005 |
| Optimizing nitrogen management with deep reinforcement learning and crop simulations J Wu, R Tao, P Zhao, NF Martin, N Hovakimyan Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 38 | 2022 |
| High-throughput phenotyping of soybean maturity using time series UAV imagery and convolutional neural networks R Trevisan, O Pérez, N Schmitz, B Diers, N Martin Remote Sensing 12 (21), 3617, 2020 | 31 | 2020 |
| On to the next chapter for crop breeding: Convergence with data science ES Ersoz, NF Martin, AE Stapleton Crop Science 60 (2), 639-655, 2020 | 28 | 2020 |
| Evaluation of survey and remote sensing data products used to estimate land use change in the United States: Evolving issues and emerging opportunities M Wang, M Wander, S Mueller, N Martin, JB Dunn Environmental Science & Policy 129, 68-78, 2022 | 25 | 2022 |
| Future efficacy of pre‐emergence herbicides in corn (Zea mays) is threatened by more variable weather CA Landau, AG Hager, PJ Tranel, AS Davis, NF Martin, MM Williams Pest Management Science 77 (6), 2683-2689, 2021 | 19 | 2021 |
| Experimental designs and estimation methods for on‐farm research: A simulation study of corn yields at field scale CA Alesso, PA Cipriotti, GA Bollero, NF Martin Agronomy Journal 111 (6), 2724-2735, 2019 | 19 | 2019 |
| Optimizing crop management with reinforcement learning and imitation learning R Tao, P Zhao, J Wu, NF Martin, MT Harrison, C Ferreira, Z Kalantari, ... arXiv preprint arXiv:2209.09991, 2022 | 16 | 2022 |
| Soil lead distribution in Chicago, USA GP Watson, NF Martin, ZB Grant, SC Batka, AJ Margenot Geoderma regional 28, e00480, 2022 | 13 | 2022 |
| Understanding differences between static and dynamic nitrogen fertilizer tools using simulation modeling G Mandrini, CM Pittelkow, SV Archontoulis, T Mieno, NF Martin Agricultural Systems 194, 103275, 2021 | 13 | 2021 |
| Modeling the economic and environmental effects of corn nitrogen management strategies in Illinois G Mandrini, DS Bullock, NF Martin Field crops research 261, 108000, 2021 | 13 | 2021 |
| Multi-Stream CNN for spatial resource allocation: A crop management application A Barbosa, T Marinho, N Martin, N Hovakimyan Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 13 | 2020 |
| Exploring trade-offs between profit, yield, and the environmental footprint of potential nitrogen fertilizer regulations in the us midwest G Mandrini, CM Pittelkow, S Archontoulis, D Kanter, NF Martin Frontiers in plant science 13, 852116, 2022 | 12 | 2022 |
| Field‐specific yield response to variable seeding depth of corn in the Midwest EG Coronel, CA Alesso, GA Bollero, KL Armstrong, NF Martin Agrosystems, Geosciences & Environment 3 (1), e20034, 2020 | 12 | 2020 |
| Implementation of a generalized additive model (Gam) for soybean maturity prediction in african environments GS Marcillo, NF Martin, BW Diers, M Da Fonseca Santos, EP Leles, ... Agronomy 11 (6), 1043, 2021 | 11 | 2021 |
| Risk-averse optimization of crop inputs using a deep ensemble of convolutional neural networks A Barbosa, N Hovakimyan, NF Martin Computers and Electronics in Agriculture 178, 105785, 2020 | 11 | 2020 |
| Design of on‐farm precision experiments to estimate site‐specific crop responses CA Alesso, PA Cipriotti, GA Bollero, NF Martin Agronomy Journal 113 (2), 1366-1380, 2021 | 10 | 2021 |
