Smart Farming Revolution: Portable and Real-Time Soil Nitrogen and Phosphorus Monitoring for Sustainable Agriculture
Precision agriculture is crucial for ensuring food security in a growing global population. Nutrients, their presence, concentration, and effectiveness, are key components in data-driven agriculture. Assessing macro and micro-nutrients, as well as factors such as water and pH, helps determine soil f...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-06-01
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| Series: | Sensors |
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| Online Access: | https://www.mdpi.com/1424-8220/23/13/5914 |
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| author | Harpreet Singh Nirmalya Halder Baldeep Singh Jaskaran Singh Shrey Sharma Yosi Shacham-Diamand |
| author_facet | Harpreet Singh Nirmalya Halder Baldeep Singh Jaskaran Singh Shrey Sharma Yosi Shacham-Diamand |
| author_sort | Harpreet Singh |
| collection | DOAJ |
| description | Precision agriculture is crucial for ensuring food security in a growing global population. Nutrients, their presence, concentration, and effectiveness, are key components in data-driven agriculture. Assessing macro and micro-nutrients, as well as factors such as water and pH, helps determine soil fertility, which is vital for supporting healthy plant growth and high crop yields. Insufficient soil nutrient assessment during continuous cropping can threaten long-term agricultural viability. Soil nutrients need to be measured and replenished after each harvest for optimal yield. However, existing soil testing procedures are expensive and time-consuming. The proposed research aims to assess soil nutrient levels, specifically nitrogen and phosphorus concentrations, to provide critical information and guidance on restoring optimal soil fertility. In this research, a novel chip-level colorimeter is fabricated to detect the N and P elements of soil onto a handheld colorimeter or spectrophotometer. Chemical reaction with soil solution generates color in the presence of nutrients, which are then quantitatively measured using sensors. The test samples are collected from various farmlands, and the results are validated with laboratory analysis of samples using spectrophotometers used in laboratories. ANOVA test has been performed in which F value > 1 in our study indicates statistically significant differences between the group means. The alternate hypothesis, which proposes the presence of significant differences between the groups, is supported by the data. The device created in this paper has crucial potential in terms of environmental and biological applications. |
| first_indexed | 2024-03-11T01:29:11Z |
| format | Article |
| id | doaj.art-3271293fc8f14b98bf6875fa5d2a9660 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-11T01:29:11Z |
| publishDate | 2023-06-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-3271293fc8f14b98bf6875fa5d2a96602023-11-18T17:28:39ZengMDPI AGSensors1424-82202023-06-012313591410.3390/s23135914Smart Farming Revolution: Portable and Real-Time Soil Nitrogen and Phosphorus Monitoring for Sustainable AgricultureHarpreet Singh0Nirmalya Halder1Baldeep Singh2Jaskaran Singh3Shrey Sharma4Yosi Shacham-Diamand5Faculty of Engineering, Tel Aviv University, Aviv 6997801, IsraelTAU/TIET Food Security Centre of Excellence, Thapar Institute of Engineering and Technology, Patiala 147004, IndiaTAU/TIET Food Security Centre of Excellence, Thapar Institute of Engineering and Technology, Patiala 147004, IndiaTAU/TIET Food Security Centre of Excellence, Thapar Institute of Engineering and Technology, Patiala 147004, IndiaTAU/TIET Food Security Centre of Excellence, Thapar Institute of Engineering and Technology, Patiala 147004, IndiaFaculty of Engineering, Tel Aviv University, Aviv 6997801, IsraelPrecision agriculture is crucial for ensuring food security in a growing global population. Nutrients, their presence, concentration, and effectiveness, are key components in data-driven agriculture. Assessing macro and micro-nutrients, as well as factors such as water and pH, helps determine soil fertility, which is vital for supporting healthy plant growth and high crop yields. Insufficient soil nutrient assessment during continuous cropping can threaten long-term agricultural viability. Soil nutrients need to be measured and replenished after each harvest for optimal yield. However, existing soil testing procedures are expensive and time-consuming. The proposed research aims to assess soil nutrient levels, specifically nitrogen and phosphorus concentrations, to provide critical information and guidance on restoring optimal soil fertility. In this research, a novel chip-level colorimeter is fabricated to detect the N and P elements of soil onto a handheld colorimeter or spectrophotometer. Chemical reaction with soil solution generates color in the presence of nutrients, which are then quantitatively measured using sensors. The test samples are collected from various farmlands, and the results are validated with laboratory analysis of samples using spectrophotometers used in laboratories. ANOVA test has been performed in which F value > 1 in our study indicates statistically significant differences between the group means. The alternate hypothesis, which proposes the presence of significant differences between the groups, is supported by the data. The device created in this paper has crucial potential in terms of environmental and biological applications.https://www.mdpi.com/1424-8220/23/13/5914Arduino UnoIoTLDRLEDmacro-nutrients |
| spellingShingle | Harpreet Singh Nirmalya Halder Baldeep Singh Jaskaran Singh Shrey Sharma Yosi Shacham-Diamand Smart Farming Revolution: Portable and Real-Time Soil Nitrogen and Phosphorus Monitoring for Sustainable Agriculture Sensors Arduino Uno IoT LDR LED macro-nutrients |
| title | Smart Farming Revolution: Portable and Real-Time Soil Nitrogen and Phosphorus Monitoring for Sustainable Agriculture |
| title_full | Smart Farming Revolution: Portable and Real-Time Soil Nitrogen and Phosphorus Monitoring for Sustainable Agriculture |
| title_fullStr | Smart Farming Revolution: Portable and Real-Time Soil Nitrogen and Phosphorus Monitoring for Sustainable Agriculture |
| title_full_unstemmed | Smart Farming Revolution: Portable and Real-Time Soil Nitrogen and Phosphorus Monitoring for Sustainable Agriculture |
| title_short | Smart Farming Revolution: Portable and Real-Time Soil Nitrogen and Phosphorus Monitoring for Sustainable Agriculture |
| title_sort | smart farming revolution portable and real time soil nitrogen and phosphorus monitoring for sustainable agriculture |
| topic | Arduino Uno IoT LDR LED macro-nutrients |
| url | https://www.mdpi.com/1424-8220/23/13/5914 |
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