Supplementary Materials and Model Implementation for the Concept of a modular wide-area predictive irrigation system article

This archive contains the supplementary methods, model training code, dataset, and reproducibility materials for the "Concept of a modular wide-area predictive irrigation system" article. The repository includes the full sliding-window dataset, Python training scripts (XGBoost 24-hour soil moisture forecasting model), hyperparameter configurations, metrics, and supporting documentation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-07
DOI
https://doi.org/10.5281/zenodo.17845722
Primary Topic
Irrigation Practices and Water Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Supplementary Materials and Model Implementation for the Concept of a modular wide-area predictive irrigation system article

Zenodo (CERN European Organization for Nuclear Research)
Irrigation Practices and Water Management
article

Supplementary Materials and Model Implementation for the Concept of a modular wide-area predictive irrigation system article

article en

Abstract

This archive contains the supplementary methods, model training code, dataset, and reproducibility materials for the "Concept of a modular wide-area predictive irrigation system" article. The repository includes the full sliding-window dataset, Python training scripts (XGBoost 24-hour soil moisture forecasting model), hyperparameter configurations, metrics, and supporting documentation.

Zenodo (CERN European Organization for Nuclear Research)
Institute of Information and Communication Technologies (BG)
Zero hunger
Openalex Percentile: Top 37%
Irrigation Practices and Water Management
DOIOpen Access PDFOpenAlex
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Supplementary Materials and Model Implementation for the Concept of a modular wide-area predictive irrigation system article · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS