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Monitoring Citrus Soil Moisture and Nutrients Using an IoT Based System
Chongqing mountain citrus orchard is one of the main origins of Chinese citrus. Its planting terrain is complex and soil parent material is diverse. Currently, the citrus fertilization, irrigation and other management processes still have great blindness. They usually use the same pattern and the sa...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375733/ https://www.ncbi.nlm.nih.gov/pubmed/28241488 http://dx.doi.org/10.3390/s17030447 |
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author | Zhang, Xueyan Zhang, Jianwu Li, Lin Zhang, Yuzhu Yang, Guocai |
author_facet | Zhang, Xueyan Zhang, Jianwu Li, Lin Zhang, Yuzhu Yang, Guocai |
author_sort | Zhang, Xueyan |
collection | PubMed |
description | Chongqing mountain citrus orchard is one of the main origins of Chinese citrus. Its planting terrain is complex and soil parent material is diverse. Currently, the citrus fertilization, irrigation and other management processes still have great blindness. They usually use the same pattern and the same formula rather than considering the orchard terrain features, soil differences, species characteristics and the state of tree growth. With the help of the ZigBee technology, artificial intelligence and decision support technology, this paper has developed the research on the application technology of agricultural Internet of Things for real-time monitoring of citrus soil moisture and nutrients as well as the research on the integration of fertilization and irrigation decision support system. Some achievements were obtained including single-point multi-layer citrus soil temperature and humidity detection wireless sensor nodes and citrus precision fertilization and irrigation management decision support system. They were applied in citrus base in the Three Gorges Reservoir Area. The results showed that the system could help the grower to scientifically fertilize or irrigate, improve the precision operation level of citrus production, reduce the labor cost and reduce the pollution caused by chemical fertilizer. |
format | Online Article Text |
id | pubmed-5375733 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-53757332017-04-10 Monitoring Citrus Soil Moisture and Nutrients Using an IoT Based System Zhang, Xueyan Zhang, Jianwu Li, Lin Zhang, Yuzhu Yang, Guocai Sensors (Basel) Article Chongqing mountain citrus orchard is one of the main origins of Chinese citrus. Its planting terrain is complex and soil parent material is diverse. Currently, the citrus fertilization, irrigation and other management processes still have great blindness. They usually use the same pattern and the same formula rather than considering the orchard terrain features, soil differences, species characteristics and the state of tree growth. With the help of the ZigBee technology, artificial intelligence and decision support technology, this paper has developed the research on the application technology of agricultural Internet of Things for real-time monitoring of citrus soil moisture and nutrients as well as the research on the integration of fertilization and irrigation decision support system. Some achievements were obtained including single-point multi-layer citrus soil temperature and humidity detection wireless sensor nodes and citrus precision fertilization and irrigation management decision support system. They were applied in citrus base in the Three Gorges Reservoir Area. The results showed that the system could help the grower to scientifically fertilize or irrigate, improve the precision operation level of citrus production, reduce the labor cost and reduce the pollution caused by chemical fertilizer. MDPI 2017-02-23 /pmc/articles/PMC5375733/ /pubmed/28241488 http://dx.doi.org/10.3390/s17030447 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhang, Xueyan Zhang, Jianwu Li, Lin Zhang, Yuzhu Yang, Guocai Monitoring Citrus Soil Moisture and Nutrients Using an IoT Based System |
title | Monitoring Citrus Soil Moisture and Nutrients Using an IoT Based System |
title_full | Monitoring Citrus Soil Moisture and Nutrients Using an IoT Based System |
title_fullStr | Monitoring Citrus Soil Moisture and Nutrients Using an IoT Based System |
title_full_unstemmed | Monitoring Citrus Soil Moisture and Nutrients Using an IoT Based System |
title_short | Monitoring Citrus Soil Moisture and Nutrients Using an IoT Based System |
title_sort | monitoring citrus soil moisture and nutrients using an iot based system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375733/ https://www.ncbi.nlm.nih.gov/pubmed/28241488 http://dx.doi.org/10.3390/s17030447 |
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