Evaluation of Soil Nutrient Status Based on LightGBM Model: An Example of Tobacco Planting Soil in Debao County, Guangxi

Soil nutrient status is the foundation of agricultural development. Exploring the features of soil nutrients and status evaluation can provide a reference for the development of modern agriculture. LightGBM is an optimization algorithm based on the boosting framework, which uses histograms to improv...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Zhipeng Liang, Tianxiang Zou, Jialin Gong, Meng Zhou, Wenjie Shen, Jietang Zhang, Dongsheng Fan, Yanhui Lu
Format:	Article
Language:	English
Published:	MDPI AG 2022-12-01
Subjects:	LightGBM model tobacco planting soil confusion matrix eigenvalue analysis nutrient features nutrient status
Online Access:	https://www.mdpi.com/2076-3417/12/23/12354