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Updated: Sep 16, 2025

In Situ Soil Moisture Sensors in Undisturbed Soils
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关于土壤湿度估计的研究,使用三次频率组合的观察与强大的估计和机器学习相结合.

Yintao Liu1, Chao Ren2, Hongjuan Shao3

  • 1College of Geomatics and Geoinformation, Guilin University of Technology, Guilin, 541006, China.

Scientific reports
|July 5, 2025
PubMed
概括

本研究介绍了使用全球导航卫星系统干涉度反射计 (GNSS-IR) 估计土壤水分的新方法. 这些技术通过利用多路径错误和纠正数据来提高准确性,从而更好地预测土壤湿度.

关键词:
在GNSS-IR中使用GNSS.机器学习 机器学习强有力的估计估计.土壤水分 土壤水分三频载波相组合组合三频载波相组合三个频率的伪色组合.

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