Geolocation based air pollution mobile monitoring system
Air pollution is conducted to harmful substances like solid particles, gases or liquid droplets. More pollutants CO, SO2, NOx, CO2.This research is proposed the design and implementation of mobile, low cost and accurate air pollution monitoring system using Arduino microcontroller and gas sensor lik...
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| Format: | EJournal Article |
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Institute of Advanced Engineering and Science,
2021-07-01.
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| Online Access: | Get fulltext |
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| LEADER | 02474 am a22003013u 4500 | ||
|---|---|---|---|
| 001 | ijeecs24813_15165 | ||
| 042 | |a dc | ||
| 100 | 1 | 0 | |a Talib, Aya Mazin |e author |
| 100 | 1 | 0 | |a Informatics institute for Postgraduate Studies |e contributor |
| 700 | 1 | 0 | |a Jasim, Mahdi Nsaif |e author |
| 245 | 0 | 0 | |a Geolocation based air pollution mobile monitoring system |
| 260 | |b Institute of Advanced Engineering and Science, |c 2021-07-01. | ||
| 500 | |a https://ijeecs.iaescore.com/index.php/IJEECS/article/view/24813 | ||
| 520 | |a Air pollution is conducted to harmful substances like solid particles, gases or liquid droplets. More pollutants CO, SO2, NOx, CO2.This research is proposed the design and implementation of mobile, low cost and accurate air pollution monitoring system using Arduino microcontroller and gas sensor like MQ2, MQ131, MQ135, MQ136, DHT22, measuring materials mentioned above, smoke, Acetone, Alcohol, LPG, Toluene, temperature, humidity and GPS sensor"NEO-6M" that track the location of air pollution data, and display the analysis result on ESRI maps. The system also save the results on SQL server DB. The data is classified using data mining algorithms, presenting the result on a map helps governmental organizations, nature guards, and ecologists to analyze data in real time to simplify the decision making process. The proposed system uses J48 pruning tree classifier generated using cross validation of fold (10) with highest accuracy 100%, while IBK ≈99.67, Naïve bays ≈90.89, and SVM ≈81.4. It's found that the common air quality for Baghdad (study area) is between ("Good", "Satisfactory", and "Moderately") for 1835 records of air samples during (January and February 2021) time period. | ||
| 540 | |a Copyright (c) 2021 Institute of Advanced Engineering and Science | ||
| 540 | |a http://creativecommons.org/licenses/by-nc/4.0 | ||
| 546 | |a eng | ||
| 690 | |||
| 690 | |a Air pollution system; DHT'n sensors; GIS; MQ'n sensors; Sensors | ||
| 655 | 7 | |a info:eu-repo/semantics/article |2 local | |
| 655 | 7 | |a info:eu-repo/semantics/publishedVersion |2 local | |
| 655 | 7 | |2 local | |
| 786 | 0 | |n Indonesian Journal of Electrical Engineering and Computer Science; Vol 23, No 1: July 2021; 162-170 | |
| 786 | 0 | |n 2502-4760 | |
| 786 | 0 | |n 2502-4752 | |
| 786 | 0 | |n 10.11591/ijeecs.v23.i1 | |
| 787 | 0 | |n https://ijeecs.iaescore.com/index.php/IJEECS/article/view/24813/15165 | |
| 856 | 4 | 1 | |u https://ijeecs.iaescore.com/index.php/IJEECS/article/view/24813/15165 |z Get fulltext |