Implementation of Machine learning baseline for large-scale crop yield forecasting

Original language	English
Place of Publication	Wageningen
Publisher	Wageningen University & Research
Media of output	Online
Publication status	Published - 2020

Keywords

• machine learning
• crop yield prediction

Access to Document

• https://github.com/BigDataWUR/MLforCropYieldForecasting

Research output

Research output per year 2021 2021 2021

• 1 Article

Research output per year

Research output per year

• Machine learning for large-scale crop yield forecasting

  Paudel, D. R., Boogaard, H. L., de Wit, A. J. W., Janssen, S. J. C., Osinga, S. A., Pylianidis, C. & Athanasiadis, I. N., Feb 2021, In: Agricultural Systems. 187, 103016.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Sugar Beet 100%
  • Learning System 100%
  • Spring Barley 66%
  • Helianthus annuus 66%
  • Case Study 66%
  215 Citations (Scopus)

Datasets

• Sample data for "Machine learning for large-scale forecasting"

  Paudel, D. (Creator), Boogaard, H. (Creator), de Wit, A. (Creator), Janssen, S. (Creator), Osinga, S. (Creator), Pylianidis, C. (Creator) & Athanasiadis, I. (Creator), Wageningen University & Research, 4 Jan 2021

  DOI: 10.5281/zenodo.4312941

  Dataset

Cite this

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Paudel, D. R. (2020). Implementation of Machine learning baseline for large-scale crop yield forecasting. Software, Wageningen University & Research. https://github.com/BigDataWUR/MLforCropYieldForecasting

Paudel, D.R. (Author). / Implementation of Machine learning baseline for large-scale crop yield forecasting. [Software].

@misc{0119940b09dc4f91a635ab212ebe2af1,

title = "Implementation of Machine learning baseline for large-scale crop yield forecasting",

keywords = "machine learning, crop yield prediction",

author = "D.R. Paudel",

year = "2020",

language = "English",

publisher = "Wageningen University & Research",

address = "Netherlands",

}

Paudel, DR, Implementation of Machine learning baseline for large-scale crop yield forecasting, 2020, Software, Wageningen University & Research, Wageningen. <https://github.com/BigDataWUR/MLforCropYieldForecasting>

Implementation of Machine learning baseline for large-scale crop yield forecasting. Paudel, D.R. (Author). 2020. Wageningen: Wageningen University & Research.

Research output: Non-textual form › Software

TY - ADVS

T1 - Implementation of Machine learning baseline for large-scale crop yield forecasting

AU - Paudel, D.R.

PY - 2020

Y1 - 2020

KW - machine learning

KW - crop yield prediction

M3 - Software

PB - Wageningen University & Research

CY - Wageningen

ER -

Paudel DR. Implementation of Machine learning baseline for large-scale crop yield forecasting Wageningen: Wageningen University & Research. 2020.