Knowledge-guided machine learning with multivariate sparse data for crop growth modelling

J. Han

doi:10.5281/zenodo.13850662

Knowledge-guided machine learning with multivariate sparse data for crop growth modelling

Research output: Non-textual form › Software

Abstract

This is the source code and data for manuscript "Knowledge-guided machine learning with multivariate sparse data for crop growth modelling".

Only the best models in early stopping are uploaded. The complete trained model files can refer to https://doi.org/10.5281/zenodo.13850663

More information refers to https://github.com/flydephone/DeepCGM

Original language	English
Publisher	Wageningen University & Research
DOIs	https://doi.org/10.5281/zenodo.13850662
Publication status	Published - 30 Sept 2024

Access to Document

10.5281/zenodo.13850662Licence: CC BY

1 Article

Knowledge-guided machine learning with multivariate sparse data for crop growth modelling
Han, J., Shi, L., Yang, Q., Yu, J. & Athanasiadis, I. N., 1 Jun 2025, In: Field Crops Research. 328, 109912.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Cite this

@misc{a6c2d66e889b4245a0baa5ced42be97c,

title = "Knowledge-guided machine learning with multivariate sparse data for crop growth modelling",

abstract = "This is the source code and data for manuscript {"}Knowledge-guided machine learning with multivariate sparse data for crop growth modelling{"}.Only the best models in early stopping are uploaded. The complete trained model files can refer to https://doi.org/10.5281/zenodo.13850663More information refers to https://github.com/flydephone/DeepCGM",

author = "J. Han",

year = "2024",

month = sep,

day = "30",

doi = "10.5281/zenodo.13850662",

language = "English",

publisher = "Wageningen University & Research",

address = "Netherlands",

}

TY - ADVS

T1 - Knowledge-guided machine learning with multivariate sparse data for crop growth modelling

AU - Han, J.

PY - 2024/9/30

Y1 - 2024/9/30

N2 - This is the source code and data for manuscript "Knowledge-guided machine learning with multivariate sparse data for crop growth modelling".Only the best models in early stopping are uploaded. The complete trained model files can refer to https://doi.org/10.5281/zenodo.13850663More information refers to https://github.com/flydephone/DeepCGM

AB - This is the source code and data for manuscript "Knowledge-guided machine learning with multivariate sparse data for crop growth modelling".Only the best models in early stopping are uploaded. The complete trained model files can refer to https://doi.org/10.5281/zenodo.13850663More information refers to https://github.com/flydephone/DeepCGM

U2 - 10.5281/zenodo.13850662

DO - 10.5281/zenodo.13850662

M3 - Software

PB - Wageningen University & Research

ER -

Knowledge-guided machine learning with multivariate sparse data for crop growth modelling

Abstract

Access to Document

Fingerprint

Research output

Knowledge-guided machine learning with multivariate sparse data for crop growth modelling

Cite this