从实验室到现场:用于实时监测的随身土壤传感器的进步与应用

IF 1.4 4区 农林科学 Q4 SOIL SCIENCE Eurasian Soil Science Pub Date : 2024-07-30 DOI:10.1134/s1064229324601124
Anyou Xie, Qingwei Zhou, Li Fu, Lichuan Zhan, Weihong Wu
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引用次数: 0

摘要

摘要随身携带的土壤传感器已成为精准农业中实时、高分辨率土壤养分监测的理想工具。本综述全面概述了当前最先进的随身土壤传感器技术,讨论了各种传感器类型的潜在优势、局限性和应用,包括光学传感器(可见近红外光谱、中红外光谱、ATR 光谱)和电化学传感器(ISE、ISFET)。将这些传感器与定位系统(GPS)集成后,可以生成详细的土壤养分图,从而指导特定地点的管理实践并优化施肥量。然而,土壤湿度、质地和异质性等因素会影响传感器的性能,因此需要建立强大的校准模型和标准化协议。未来展望强调了多传感器系统的必要性,将其纳入物联网网络以实现智能农业,并提高随身传感器技术的可负担性和可采用性,以促进精准农业的广泛采用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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From Lab to Field: Advancements and Applications of On-The-Go Soil Sensors for Real-Time Monitoring

Abstract

On-the-go soil sensors have emerged as promising tools for real-time, high-resolution soil nutrient monitoring in precision agriculture. This review provides a comprehensive overview of the current state-of-the-art in on-the-go soil sensor technology, discussing the potential benefits, limitations, and applications of various sensor types, including optical sensors (Vis-NIR, MIR, ATR spectroscopy) and electrochemical sensors (ISEs, ISFETs). The integration of these sensors with positioning systems (GPS) enables the generation of detailed soil nutrient maps, which can guide site-specific management practices and optimize fertilizer application rates. However, factors such as soil moisture, texture, and heterogeneity can affect sensor performance, necessitating robust calibration models and standardized protocols. Future perspectives highlight the need for multi-sensor systems, incorporation into IoT networks for smart farming, and enhancing affordability and adoptability of on-the-go sensor technologies to promote widespread adoption in precision agriculture.

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来源期刊
Eurasian Soil Science
Eurasian Soil Science 农林科学-土壤科学
CiteScore
2.70
自引率
35.70%
发文量
137
审稿时长
12-24 weeks
期刊介绍: Eurasian Soil Science publishes original research papers on global and regional studies discussing both theoretical and experimental problems of genesis, geography, physics, chemistry, biology, fertility, management, conservation, and remediation of soils. Special sections are devoted to current news in the life of the International and Russian soil science societies and to the history of soil sciences. Since 2000, the journal Agricultural Chemistry, the English version of the journal of the Russian Academy of Sciences Agrokhimiya, has been merged into the journal Eurasian Soil Science and is no longer published as a separate title.
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