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Coupled WRF-AERMOD modeling system by using Dispersion of Air Pollutant and Generation of Gridded Emission Inventory of NOX over Faridabad and Gurugram

Neelam Sharma1 , Ravendra Singh2 , Yogendra K. Rojoria3 , P. Rajendra4 , Rahul Boadh5

Section:Research Paper, Product Type: Journal-Paper
Vol.8 , Issue.1 , pp.1-12, Feb-2021


Online published on Feb 28, 2021


Copyright © Neelam Sharma, Ravendra Singh, Yogendra K. Rojoria, P. Rajendra, Rahul Boadh . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
 

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IEEE Style Citation: Neelam Sharma, Ravendra Singh, Yogendra K. Rojoria, P. Rajendra, Rahul Boadh, “Coupled WRF-AERMOD modeling system by using Dispersion of Air Pollutant and Generation of Gridded Emission Inventory of NOX over Faridabad and Gurugram,” International Journal of Scientific Research in Mathematical and Statistical Sciences, Vol.8, Issue.1, pp.1-12, 2021.

MLA Style Citation: Neelam Sharma, Ravendra Singh, Yogendra K. Rojoria, P. Rajendra, Rahul Boadh "Coupled WRF-AERMOD modeling system by using Dispersion of Air Pollutant and Generation of Gridded Emission Inventory of NOX over Faridabad and Gurugram." International Journal of Scientific Research in Mathematical and Statistical Sciences 8.1 (2021): 1-12.

APA Style Citation: Neelam Sharma, Ravendra Singh, Yogendra K. Rojoria, P. Rajendra, Rahul Boadh, (2021). Coupled WRF-AERMOD modeling system by using Dispersion of Air Pollutant and Generation of Gridded Emission Inventory of NOX over Faridabad and Gurugram. International Journal of Scientific Research in Mathematical and Statistical Sciences, 8(1), 1-12.

BibTex Style Citation:
@article{Sharma_2021,
author = {Neelam Sharma, Ravendra Singh, Yogendra K. Rojoria, P. Rajendra, Rahul Boadh},
title = {Coupled WRF-AERMOD modeling system by using Dispersion of Air Pollutant and Generation of Gridded Emission Inventory of NOX over Faridabad and Gurugram},
journal = {International Journal of Scientific Research in Mathematical and Statistical Sciences},
issue_date = {2 2021},
volume = {8},
Issue = {1},
month = {2},
year = {2021},
issn = {2347-2693},
pages = {1-12},
url = {https://www.isroset.org/journal/IJSRMSS/full_paper_view.php?paper_id=2280},
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
UR - https://www.isroset.org/journal/IJSRMSS/full_paper_view.php?paper_id=2280
TI - Coupled WRF-AERMOD modeling system by using Dispersion of Air Pollutant and Generation of Gridded Emission Inventory of NOX over Faridabad and Gurugram
T2 - International Journal of Scientific Research in Mathematical and Statistical Sciences
AU - Neelam Sharma, Ravendra Singh, Yogendra K. Rojoria, P. Rajendra, Rahul Boadh
PY - 2021
DA - 2021/02/28
PB - IJCSE, Indore, INDIA
SP - 1-12
IS - 1
VL - 8
SN - 2347-2693
ER -

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Abstract :
Truthful identification of worsened Air Quality (AQ) regions in urban areas is very supportive in preparation healthier environmental performs and justification determinations. In current study, an effort has been prepared to classify the NOX diffusion configurations due to vehicular and industrialized foundations finished quickly increasing urban metropolises, Faridabad and Gurugram, India, during 2017. A dispersion model AERMOD with unmitigated exhibit of planetary boundary layer (PBL) elements and disconnected coupled closed a high-level coupler component through a high-goal mesoscale model WRF-ARW for reproducing the dissemination plans of NOX is reused for current study. The meteorological variables achieve by employing WRF-ARW model (two PBL schemes viz., non-local YSU and ACM2) are considered for integrating AERMOD. The high resolution 1 km x 1 km Gridded Emission Inventory (GEI) has been established by using the emission factors of different vehicles for Faridabad and Gurugram. Expressively, changed diffusion configurations of NOX have been observed among winter, summer, monsoon and post monsoon representing months. The computer-produced NOX focus is validated with existing perception checking stations of Central Pollution Control Board (CPCB), India. Measurable assessment uncovers that, the non-local YSU plot with AERMOD has demonstrated better execution contrast with ACM2 PBL plan of WRF-ARW model. The decayed air quality destinations are perceived over both investigation regions grounded on the validated model reconciliation of NOX focuses. It has supported by current investigation that, the viability of the set up GEI of NOX with coupled WRF-AERMOD demonstrating framework for air quality appraisal over the study region.

Key-Words / Index Term :
AERMOD, Gridded Emission Inventory, Air Quality, WRF-ARW, Planetary Boundary Layer

References :
[1] Dockery, D. W., C. A. Pope, X. Xu, J. D. Spengler, J. H. Ware, M. E. Fay, B. G. Ferris, & Speizer, F. E. “An association between air pollution and mortality in six U.S. cities”, N. Engl. J. Med., Vol. 329, Issue 24, pp. 1753–1759, 1993. doi:10.1056/NEJM199312093292401.
[2] Intergovernmental Panel on Climate Change, Summary for policymakers, in Climate Change, “The Physical Science Basis Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change”, Cambridge Univ. Press, New York, pp. 1–18, 2007.
[3] Ramanathan, V., & Feng, Y., “Air pollution, greenhouse gases and climate change: Global and regional perspective”, Atmos. Environ, Vol. 43, pp. 37–50, 2009. doi:10.1016/j.atmosenv.2008.09.063.
[4] Grimm, N. B., Faeth, S. H., Golubiewski, N. E., Redman, C. L., Wu, J., Bai, X., Briggs, J. M. “Global change and the ecology of cities”, Science, Vol. 319, Issue 5864, pp. 756–760, 2008.doi:10.1126/science.1150195.
[5] Wilks, D. S., “Statistical Methods in the Atmospheric Science”, Elsevier Academic Press, U.S.A, pp 627, 2008.
[6] Tiwari, A. Rajoria, YK., Boadh, R. and Singh R. “Analysis of Average Rainfall Super Cyclone by using Double Integration Technique”, Int. J. Sci. Res. in Mathematical and Statistical Sciences, Vol. 7, Issue 2,, pp. 82-85, 2020.
[7] ARAI, Draft report on “Emission Factor development for Indian Vehicles” as a part of Ambient Air Quality Monitoring and Emission Source Apportionment Studies. pp. 1-94, 2007.
[8] WHO, “Quantifying Selected Major Risks to Health, Chapter 4 from the World Health Report, World Health Organization”, Geneva, 2002.
[9] Gurjar, B. R., Butler, T. M., Lawrence, M. G., & Lelieveld, J., “Evaluation of emissions and air quality in megacities”, Atmospheric Environment, Vol. 42, pp. 1593–1606, 2008.
[10] Cimorelli, A. J., Perry, G. S., Venkatram, A., Weil, J. C., Paine, R. J., Wilson, R. B., Lee, R. F., Peters, W. D., Brode, R. W. “AERMOD: A Dispersion Model for Industrial Source Applications. Part 1: General model formulation and boundary layer characterization”. Journal of Applied meteorology, Vol. 44, pp. 682-693, 2005.
[11] Perry, S. G., Cimorelli, A. J., Paine, R. J., Brode, R. W., Weil, J. C., Venkatram, A., Wilson,R. B., Lee, R. F., Peters, W. D., “AERMOD: a dispersion model for industrial source applications. Part II: model performance against 17 field study databases”, Journal of Applied Meteorology, Vol. 44, pp. 694–708, 2005.
[12] Kesarkar, A. P., Dalvi, M., Kaginalkar, A., Ojha, A. “Coupling of the Weather Research and Forecasting Model with AERMOD for pollutant dispersion modeling, A case study for PM10 dispersion over Pune, India”, Atmospheric Environment, Vol. 41, pp. 1976–1988, 2007.
[13] Gurjar, B. R., van Aardenne, J. A., Lelieveld, J., & Mohan, M,. “Emission estimates and trends (1990–2000) for mega city Delhi and implications”, Atmospheric Environment, Vol. 38, pp. 5663–5681, 2004.
[14] Mohan, M., Bhati, S., Rao, A. (2011). Application of air dispersion modeling for exposure assessment from particulate matter pollution in Mega City Delhi, Asia-Pac J Chem Eng 6 (2011) 85–94
[15] Goyal, P., Mishra, D., & Kumar, A. “Vehicular emission inventory of criteria pollutants in Delhi”, Springer Plus, Vol. 2, Issue 216, 2013.
[16] Carbonell, L. T., Mastrapa, G. C., Rodriguez, Y. F., Escudero, L. A., Gacita, M. S., Morlot, A. B., Montejo, I. B., Ruiz, E. M., Rivas, S. P. “Assessment of the Weather Research and Forecasting model implementation in Cuba addressed to diagnostic air quality modeling”, Atmospheric Pollution Research, Vol. 4, pp. 64?74, 2013.
[17] Kumar, A., Patil, R. S., Dikshit, A. K., Kumar, R., “Application of WRF Model for Air Quality Modelling and AERMOD – A Survey”, Aerosol and Air Quality Research, Vol. 17, pp. 1925–1937, 2017.
[18] Srinivas, C. V., Venkatesan, R., Baskaran, R., Rajagopal, V., Venkatraman, B., “Regional scale atmospheric dispersion simulation of accidental release of radionuclides from Fukushima Dai-ichi reactor”, Atmospheric Environment, Vol. 61, pp. 66–84, 2012
[19] Srikanth, M., Satyanarayana, A. N. V., Srinivas, C.V., and Kumar, M., “Mesoscale atmospheric flow-field simulations for air quality modelling over complex terrain region of Ranchi in eastern India using WRF”, Atmospheric Environment, Vol. 107, pp. 315-328, 2015.
[20] Wolf, T., Pettersson, L. H. and Esau, I. “A very high-resolution assessment and modelling of urban air quality”, Atmos. Chem. Phys., Vol. 20, pp. 625–647, 2020. DOI: https://doi.org/10.5194/acp-20-625-2020
[21] Mentesea, S., Miricib, N.A., Elbirc, T., Tuygunc, G. T., Bakard, C., Otkune, M. T., and Oymakd, S., “A comprehensive assessment of ambient air quality in Çanakkale city: Emission inventory, air quality monitoring, source apportionment, and respiratory health indicators”, Atmospheric Pollution Research, Vol. 11, Issue 12, pp. 2282-2296, 2020.
[22] Boadh, R., Satyanarayana, A. N. V., Rama Krishna, T. V. B. P. S., and Madala, S. “Sensitivity of PBL Parameterization schemes of Weather Research Forecasting Model and integration with AERMOD in the Dispersion of NOX over a Coastal Region of Southern Visakhapatnam (India)”. Asia-Pacific Journal of chemical engineering, 2015. DOI: 10.1002/apj.(1876).
[23] Boadh, R., Satyanarayana A. N. V., Rama Krishna, T. V. B. P. S., and Madala, S. “Sensitivity of PBL schemes of WRF-ARW Model in Simulating Boundary Layer Flow Parameters for its Application to Air pollution Dispersion Modeling over a Tropical Station”, Atmosfera, Vol. 29, Issue 1, pp. 61-81, 2016.
[24] Sharma, N., Boadh, R. and Singh, R., “Customization of Weather Research Forecast (WRF) model by conducting the Numerical Simulation and sensitivity experiment of Planetary Boundary Layer (PBL) parameterization schemes over Gurugram”, European Journal of Molecular and Clinical Medicine, Vol. 07, Issue 9, pp. 892-914, 2020.
[25] Baker, K. R., Misenis C., Obland, M. D., Ferrare, R. A., Scarino, A. J., and Kelly, J. T., “Evaluation of surface and upper air ?ne scale ARW meteorological modeling of the May and June 2010 CalNex period in California”, Atmospheric Environment, Vol. 80, pp. 299-309, 2013.
[26] Boadh, R., Satyanarayana A. N. V., Rama Krishna, T. V. B. P. S., Subba Rao, A., Rajendra P. “Numerical simulation of boundary layer flow parameters by using wrf-arw model over a tropical region”, Jr. of Industrial Pollution Control, Vol. 33, Issue 1, pp. 1148-1154, 2017.
[27] Sharma N., Boadh, R. and Singh R., “Assessment of the ambient air quality during Diwali festival over Faridabad city - a case study”, Jr. of Industrial Pollution Control, Vol. 34, Issue, 2, pp. 2198-2205, 2018.
[28] Cimorelli, A. J., Perry, S. G., Venkatram, A., Weil, J. C., Paine, R. J., Wilson, R. B., Lee, R. F., Peters, W. D., Brode, R. W., Paumier, J. O. “AERMOD: Description of model formulation. US Environmental Protection Agency”, EPA Report No. 454/R-03-002d, pp. 85-86, 2004.
[29] CPCB (Central Pollution Control Board), India. “National Ambient Air Quality Standards (NAAQS)”. Gazette notification, New Delhi, 2009.
[30] NCEP-DSS1, “NCEP Global Tropospheric Analyses, (1 X 1 deg), from Data Support Division (DSS), NCAR, Dataset # 083.2. /http://dss.ucar.edu/datasets/ds083.2/, 2005.
[31] Kandlikar, M., & Ramachandran, G., “The causes and consequences of particulate air pollution in urban India: a synthesis of the science”, Annual Review of Energy and the Environment, Vol. 25, pp. 629–684, 2000.
[32] Boadh, R., Satyanarayana, A. N. V., Rama Krishna, T. V. B. P. S. “Assessment of Dispersion of Oxide of Nitrogen using AERMOD Model over a Tropical Industrial Region”, International Journal of Computer Applications, Vol. 90, Issue 11, pp. 43-50, 2014. doi: 10.5120/15768-4464.
[33] Skamarock, W. C., Weisman, M. L., “The impact of positive-definite moisture transport on NWP precipitation forecasts”, Monthly Weather Review, Vol. 137, pp. 488-494, 2009.
[34] Spiridonov, V., Jakimovski, B., Spiridonova, I., and Pereira, G., “Development of air quality forecasting system in Macedonia, based on WRF-Chem model, Air Quality”, Atmosphere & Health, Vol. 12, pp. 825–836, 2019.
[35] Chen F. and J. Dudhia, “Coupling an advanced land-surface/ hydrology model with the Penn State/ NCAR MM5 modeling system. Part I: Model description and implementation”. Mon. Weather Rev., Vol. 129, pp. 569-585, 2001.
[36] Dudhia, J. “Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model”, J Atmos Sci, Vol. 46, pp. 3077–3107, 1989.
[37] Kain, J. S., “The Kain–Fritsch Convective Parameterization an Update”, Journal of Applied Meteorology, Vol. 43, Issue 1, pp. 170–181, 2004.
[38] Ferrier, B. S., Lin, Y., Black, T., Rogers, E., DiMego, G. “Implementation of a new grid-scale cloud and precipitation scheme in the NCEP Eta model”, Proceedings of the 15th Conference on Numerical Weather Prediction; San Antonio, Tex, USA, American Meteorological Society, pp. 280–283, 2002.
[39] Hong, S. Y., Noh, Y., Dudhia, J., “A new vertical diffusion package with explicit treatment of entrainment processes”, Mon. Wea Rev, Vol. 134, pp. 2318-2341, 2006.
[40] Pleim, J.E. “A combined local and nonlocal closure model for the atmospheric boundary layer, Part I model description and testing”, J Appl Meteorol Climatol, Vol. 46, Issue 9, pp. 1383–1395, 2007.
[41] Chang, J. C., & Hanna, S. R. “Air quality model performance evaluation”, Meteorol Atmos Phys, Vol. 87, pp. 167–196, 2004. DOI 10.1007/s00703-003-0070-7.
[42] Mlawer, E.J., Taubman, S.J., Brown, P.D., Iacono, M.J., and Clough, S.A., “Radiative transfer for inhomogeneous atmosphere RRTM, a validated correlated-k model for the longwave”, J Geophys Res, Vol. 102, Issue D14, pp. 16663–16682, 1997.
[43] Arya, S.P.S., “Air Pollution Meteorology and Dispersion”, Oxford University Press, New Yrok, pp. 310-311, 1999.
[44] Harrison, R. M., “An introduction to pollution science”, pp. 29, 2006.
[45] Rao, M. N., & Rao, H. V. N., “Air pollution”, ISBN 0-07-451871-8, pp. 15, 1989.

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