Advanced Autonomous System for Monitoring Soil Parameters

被引:0
作者
Valentina-Daniela, Bajenaru [1 ]
Simona-Elena, Istriteanu [2 ]
Ancuta, Paul-Nicolae [3 ]
机构
[1] Natl Inst Res & Dev Mechatron & Measurement Tech, Intelligent Thermotech Measurements Dept, Bucharest 021631, Romania
[2] Natl Inst Res & Dev Mechatron & Measurement Tech, Environm Engn & Renewable Energy Syst Dept, Bucharest 021631, Romania
[3] Natl Inst Res & Dev Mechatron & Measurement Tech, Complex Automat & Control Syst Dept, Bucharest 021631, Romania
关键词
digital soil mapping; soil moisture sensing; soil monitoring;
D O I
10.3390/technologies13010038
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Context: This research investigates the advantages of real-time monitoring of soil quality for various land management practices. It also highlights the significance of spatio-temporal soil modeling and mapping in providing a clear and visual understanding of how aridity changes over time and across different locations. Aims: This paper aims to provide a comprehensive guide to the key processes required for the development of a laboratory-based soil quality monitoring system. Methods: The applied methodologies involved the processes of sensor deployment, data acquisition infrastructure establishment, and sensor calibration. These procedures culminated in the development of a soil quality assessment model that was subsequently subjected to two months of laboratory testing using three distinct soil types. The analysis yielded a strong positive linear correlation between the measured and predicted soil quality values. Key Results: As expected, the assimilation of prior soil quality estimates within the modeling framework demonstrated a significant enhancement in the accuracy of real-time soil quality estimations. Conclusions: This research promotes the importance of iterative improvements of the soil quality monitoring system. The need for a long-term perspective and a plan for maintenance and continuous improvement of such systems in the ecosystem is important to improve the ease of making predictions to avoid soil aridization. The results of this research will be useful for researchers and practitioners involved in the design and implementation of soil monitoring systems.
引用
收藏
页数:17
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