Details

Forecasting Air Quality in Amritsar

Ankita Nandy

Independent Researcher Hooghly, West Bengal, India

Rashmi Kujur

Assistant Professor, Information Technology, B.C.S Government PG College, Dhamtari, Chattisgarh, India

98-102

Vol: 13, Issue: 3, 2023

Receiving Date: 2023-08-19 Acceptance Date:

2023-09-17

Publication Date:

2023-09-17

Download PDF

http://doi.org/10.37648/ijrst.v13i03.010

Abstract

Tourism in Amritsar happens to be an important contributor towards the economy of Punjab. The holy sites of Amritsar attract several pilgrims all around the year, several of them being in the autumn of their lives. However, the alarming levels of air pollution in the area housing the Golden temple, measured by the Air Quality Index (AQI), make it lethal to the visitors. The surfaces of several heritage monuments have witnessed corrosion. Suspended particulate matters of diameter 2.5 micrometres, or less, referred to as PM2.5 are the primary contributors to this deteriorating air quality. Employing the daily AQI data recorded for past three years, a statistical time forecasting model is built. Reliable forecasts can aid authorities in monitoring and improving the air pollution in this region, and safeguarding the health of both visitors and residents in the holy city of Amritsar. You can buy best 2023 panerai fake watches UK here with low price and high quality.
Do not miss the 1:1 UK perfect breitling replica watches. Place an order online and fast shipping.

Keywords: Air Quality Index; PM2.5; Forecasting; Amritsar; Tourism

References

  1. Atoui, A., Slim, K., Andaloussi, S. A., Moilleron, R., & Khraibani, Z. (2022). Time Series Analysis and Forecasting of the Air Quality Index of Atmospheric Air Pollutants in Zahleh, Lebanon. Atmospheric and Climate Sciences, 12(4), 728-749.
  2. Chen, C. W., & Chiu, L. M. (2021). Ordinal time series forecasting of the air quality index. Entropy, 23(9), 1167.
  3. Handhayani, T. (2023). An integrated analysis of air pollution and meteorological conditions in Jakarta. Scientific Reports, 13(1), 5798.
  4. Haq, M. A. (2022). SMOTEDNN: A novel model for air pollution forecasting and AQI classification. Computers, Materials & Continua, 71(1).
  5. He, H., & Luo, F. (2020, February). Study of LSTM air quality index prediction based on forecasting timeliness. In IOP Conference Series: Earth and Environmental Science (Vol. 446, No. 3, p. 032113). IOP Publishing.
  6. Jena, C., Ghude, S. D., Kumar, R., Debnath, S., Govardhan, G., Soni, V. K., ... & Rajeevan, M. (2021). Performance of high resolution (400 m) PM2. 5 forecast over Delhi. Scientific reports, 11(1), 4104.
  7. Jin, N., Zeng, Y., Yan, K., & Ji, Z. (2021). Multivariate air quality forecasting with nested long short term memory neural network. IEEE Transactions on Industrial Informatics, 17(12), 8514-8522.
  8. Liu, H., Yan, G., Duan, Z., & Chen, C. (2021). Intelligent modeling strategies for forecasting air quality time series: A review. Applied Soft Computing, 102, 106957.
  9. Nath, P., Saha, P., Middya, A. I., & Roy, S. (2021). Long-term time-series pollution forecast using statistical and deep learning methods. Neural Computing and Applications, 1-20.
  10. Xing, Y. F., Xu, Y. H., Shi, M. H., & Lian, Y. X. (2016). The impact of PM2. 5 on the human respiratory system. Journal of thoracic disease, 8(1), E69.
Back

Disclaimer: All papers published in IJRST will be indexed on Google Search Engine as per their policy.

We are one of the best in the field of watches and we take care of the needs of our customers and produce replica watches of very good quality as per their demands.

alexistogel toto online

bandar alexistogel

alexistogel bandar gacor

alexistogel link

alexistogel online

alexistogel bandar togel

link alternatif alexistogel

alexistogel

alexistogel

alexistogel

alexistogel daftar

alexistogel toto macau

alexistogel bandar macau

alexistogel slot

alexistogel agen slot

situs alexistogel

alexistogel

alexistogel

alexistogel

alexistogel

alexistogel bandar slot

alexistogel

Alexistogel Toto Macau

bandar alexistogel

slot alexistogel

alexistogel bandar togel

alexistogel

alexistogel slot

alexistogel

daftar alexistogel

alexistogel online

rtp alexistogel

alexistogel slot

alexistogel gacor

link alternatif alexistogel

alexistogel login

alexistogel

alexistogel slot dana

agen togel online

bandar togel online

alexistogel rtp

alexistogel slot

alexistogel daftar

slot online dana

situs slot online

alexistogel

bandar togel online

slot online terpercaya

togel slot online

agen slot online gacor

rtp live slot online

bandar slot online

bandar slot online gacor

agen slot online

daftar bandar togel slot

bandar togel online

togel slot hari ini

link alternatif togel slot

rtp slot online gacor

slot online gacor

alexistogel terpercaya

rtp slot gacor

tips slot maxwin

togel slot gacor

prediksi togel

game slot gacor

trik slot online

prediksi togel jitu

daftar togel slot online

slot online gacor

trik slot bonus

prediksi togel

RTP LIVE

Bandar Toto Macau

Situs Slot Gacor

bandarbola855 resmi

bandarbola855 gacor

bandarbola855 slot

link bandarbola855

bandarbola855 rtp

bandarbola855 link

bandarbola855 bandar

bandarbola855

bandarbola855 slot

bandarbola855 terpercaya

bandarbola855 slot

bandarbola855 daftar

bandarbola855 link

bandarbola855

bandarbola855

bandarbola855

iosbet

iosbet

link iosbet

slot online iosbet

iosbet link login

slot iosbet

iosbet gacor

iosbet

slot iosbet

agen iosbet

bandar iosbet

iosbet

iosbet link

iosbet

iosbet

iosbet

iosbet

liatogel

login liatogel

liatogel totomacau

Slot Gacor