Machine Learning Models for Enhanced Estimation of Soil Moisture Using Wideband Radar Sensor

Machine Learning Models for Enhanced Estimation of Soil Moisture Using Wideband Radar Sensor

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In this paper, machine learning models for an effective estimation of soil moisture content using a microwave short-range and wideband radar sensor are proposed. The soil moisture is measured as the volumetric water content using a short-range off-the-shelf radar sensor operating at 3–10 GHz. The ra...

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Bibliographic Details
Main Authors: Akileshwaran Uthayakumar, Manoj Prabhakar Mohan, Eng Huat Khoo, Joe Jimeno, Mohammed Yakoob Siyal, Muhammad Faeyz Karim
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
KNN
linear regression
microwave radar
neural network
SVM
soil moisture
Online Access:https://www.mdpi.com/1424-8220/22/15/5810

Internet

https://www.mdpi.com/1424-8220/22/15/5810

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