Nicolas Federico Martin

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Research Output

  • 10 Article
  • 3 Conference contribution

Modeling yield response to crop management using convolutional neural networks

Barbosa, A., Trevisan, R., Hovakimyan, N. & Martin, N. F., Mar 2020, In : Computers and Electronics in Agriculture. 170, 105197.

Research output: Contribution to journalArticle

Open Access
  • Multi-stream CNN for spatial resource allocation: A crop management application

    Barbosa, A., Marinho, T., Martin, N. F. & Hovakimyan, N., Jun 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE Computer Society, p. 258-266 9 p. 9150710. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2020-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • On to the next chapter for crop breeding: Convergence with data science

    Ersoz, E. S., Martin, N. F. & Stapleton, A. E., Mar 1 2020, In : Crop Science. 60, 2, p. 639-655 17 p.

    Research output: Contribution to journalArticle

    Open Access
  • Spatial variability of crop responses to agronomic inputs in on-farm precision experimentation

    Trevisan, R. G., Bullock, D. S. & Martin, N. F., Jan 1 2020, (Accepted/In press) In : Precision Agriculture.

    Research output: Contribution to journalArticle

    Open Access
  • Experimental designs and estimation methods for on-farm research: A simulation study of corn yields at field scale

    Alesso, C. A., Cipriotti, P. A., Bollero, G. A. & Martin, N. F., Nov 1 2019, In : Agronomy Journal. 111, 6, p. 2724-2735 12 p.

    Research output: Contribution to journalArticle

    Open Access