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Updated: Jul 23, 2025

Manufacturing Simple and Inexpensive Soil Surface Temperature and Gravimetric Water Content Sensors
08:49

Manufacturing Simple and Inexpensive Soil Surface Temperature and Gravimetric Water Content Sensors

Published on: December 21, 2019

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极端学习机器用于土壤温度预测,仅使用空气温度作为输入

Khaled Belouz1, Salah Zereg2

  • 1National Institute of Agronomic Research of Algeria - Institut National de la Recherche Agronomique d'Algérie (INRAA), 2 route des frères Ouaddek, El Harrach, 16200, Algiers, Algeria. majenaissa@yahoo.fr.

Environmental monitoring and assessment
|July 16, 2023
PubMed
概括

极端学习机器 (ELM) 使用最小的气候数据准确预测土壤温度 (ST). 包括一年中的一天 (DOY) 显著改善了农业应用的模型性能.

关键词:
安菲斯 (ANFIS) 是一个字母.人工神经网络的人工神经网络极端学习的机器学习.数据有限 数据有限.多线性回归的多线性回归.土壤温度 土壤温度.

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