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Assessing the Impact of Land Use and Land Cover Change on Air Quality in East Baton Rouge—Louisiana Using Earth Observation Techniques

DOI: 10.4236/ars.2022.113007, PP. 106-119

Keywords: Google Earth Engine, Aerosol, Air Quality, Sentinel-5P, Land Use Land Cover Change

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Abstract:

There has been significant research in recent decades on Land use Land cover (LULC) changes and their influence on biodiversity but little to no research on its impact on air quality. This research seeks to demonstrate how geospatial technologies such as geographic information system (GIS) and remote sensing can be used to assess the effects of LULC changes on particulate matter emissions and their impact on air quality in the East Baton Rouge area. In pursuit of these objectives, this study uses LANDSAT imageries from the past 30 years specifically Landsat Thematic Mapper (TM C2L2) and Landsat 8 Operational Land Imager/Thermal Infrared (OLI/TIRS C2L2) covering 1991, 2001, 2011 and 2021 were collected, processed, and analyzed for the LULC change analysis using QGIS software. Additionally, Sentinel 5P and the Air quality index from the U.S. Environmental Protection Agency (EPA) were used to assess the air quality trend over the years to establish the correlation between LULC and air quality. Results showed an increasing trend in air quality over the past 3 decades with concentrations of CO, NO2, and PM2.5 abruptly falling however, urbanization and the population expanded throughout the time. The paper concludes by outlining a policy recommendation in the form of encouraging Louisiana residents to use alternative renewable energies rather than the over-dependence on coal-fired electric generating plants that have an impact on the environment.

References

[1]  Molina, L.T., Zhu, T., Wan, W. and Gurjar, B.R. (2020) Impacts of Megacities on Air Quality: Challenges and Opportunities.
https://doi.org/10.1093/acrefore/9780199389414.013.5
[2]  Antipova, A. and Wang, F. (2020) Land Use Impacts on Trip-Chaining Propensity for Workers and Nonworkers in Baton Rouge, Louisiana. Annals of GIS, 16, 141-154.
https://doi.org/10.1080/19475683.2010.513150
[3]  Environmental Protection Agency (2021) Air Quality Statistics Report.
https://www.epa.gov/outdoor-air-quality-data/air-quality-statistics-report
[4]  Comber, A. (2008) Land Use or Land Cover? Journal of Land Use Science, 3, 199-201.
https://doi.org/10.1080/17474230802465140
[5]  Carlson, D. (2015) Influence of Land Use on Total Suspended Solids and Dissolved Ion Concentrations: Baton Rouge, Louisiana Area. Proceedings of the International Association of Hydrological Sciences, 367, 258-264.
https://doi.org/10.5194/piahs-367-258-2015
[6]  World Health Organization (WHO) (2021, September 22) WHO Global Air Quality Guidelines. World Health Organization, Geneva.
https://www.who.int/publications/i/item/9789240034228
[7]  Oubre, M. (2017, April 11) HRVOC AOC Final Report. Louisiana Department of Environmental Quality, Environmental Assessment Office.
[8]  Ialongo, I., Virta, H., Eskes, H., Hovila, J. and Douros, J. (2020) Comparison of TROPOMI/Sentinel-5 Precursor NO2 Observations with Ground-Based Measurements in Helsinki. Atmospheric Measurement Techniques, 13, 205-218.
https://doi.org/10.5194/amt-13-205-2020
[9]  Mallupattu, P.K. and Sreenivasula Reddy, J.R. (2013) Analysis of Land Use/Land Cover Changes Using Remote Sensing Data and GIS at an Urban Area, Tirupati, India. The Scientific World Journal, 2013, Article ID: 268623.
https://doi.org/10.1155/2013/268623
[10]  Twumasi, Y.A., Merem, E.C., Namwamba, J.B., Mwakimi, O.S., Ayala-Silva, T., Frimpong, D.B., Ning, Zhu H., Asare-Ansah, A.B., Annan, J.B., Oppong, J., Loh, P.M., Owusu, F., Jeruto, V., Petja, B.M., Okwemba, R., McClendon-Peralta, J., Akinrinwoye, C.O. and Mosby, H.J. (2021) Estimation of Land Surface Temperature from Landsat-8 OLI Thermal Infrared Satellite Data. A Comparative Analysis of Two Cities in Ghana. Advances in Remote Sensing, 10, 131-149.
https://doi.org/10.4236/ars.2021.104009
[11]  Sarker, S., Sarker, T. and Raihan, S.U. (2022) Comprehensive Understanding of the Planform Complexity of the Anastomosing River and the Dynamic Imprint of the River’s Flow: Brahmaputra River in Bangladesh. Preprints, 2022, Article ID: 2022050162.
https://doi.org/10.20944/preprints202205.0162.v1
[12]  Pielke Sr, R.A., Pitman, A., Niyogi, D., Mahmood, R., McAlpine, C., Hossain, F., Goldewijk K.K., Nair U., Betts R., Fall S., Reichstein M., Kabat P. and de Noblet, N. (2011) Land Use/Land Cover Changes and Climate: Modeling Analysis and Observational Evidence. Wiley Interdisciplinary Reviews: Climate Change, 2, 828-850.
https://doi.org/10.1002/wcc.144
[13]  Sarker, T. (2020) Role of Climatic and Non-Climatic Factors on Land Use and Land Cover Change in the Arctic: A Comparative Analysis of Vorkuta and Salekhard. M.S. Thesis, George Washington University, Washington DC.
https://scholarspace.library.gwu.edu/concern/gw_etds/6969z1516?locale=es
[14]  Biro, K., Pradhan, B., Buchroithner, M. and Makeschin, F. (2013) Land Use/Land Cover Change Analysis and Its Impact on Soil Properties in the Northern Part of Gadarif Region, Sudan. Land Degradation & Development, 24, 90-102.
https://doi.org/10.1002/ldr.1116
[15]  Roy, P.S. and Giriraj, A. (2008) Land Use and Land Cover Analysis in the Indian Context. Journal of Applied sciences, 8, 1346-1353.
https://doi.org/10.3923/jas.2008.1346.1353
[16]  Namwamba, S.D.F. (2016) GIS Analysis of Historical Changes in Urban Forest and Land-Cover in Scotlandville Louisiana, USA. Journal of Natural Sciences Research, 6, 48-56.
[17]  Twumasi, Y.A., Merem, E.C., Namwamba, J.B., Welch, S.A., Ayala-Silva, T., Okwemba, R., Abdollahi K., Ben Lukongo O.E., LaCour-Conant K., Tate J. and Akinrinwoye, C.O. (2020) Spatial Distribution of Toxic Sites in Louisiana, USA: The GIS Perspectives. International Journal of Geosciences, 11, 288-303.
https://doi.org/10.4236/ijg.2020.114015
[18]  Tarver, A. (2017) Assessing Changes in Land Cover in Southeast Louisiana from 2001 to 2011 Using Time-Series National Land Cover Data. Master’s Theses, Western Michigan University, Kalamazoo.
[19]  Couvillion, B.R., Barras, J.A., Steyer, G.D., Sleavin, W., Fischer, M., Beck, H., Trahan N., Griffin B. and Heckman, D. (2011) Land Area Change in Coastal Louisiana from 1932 to 2010. U.S. Geological Survey, Reston.
https://doi.org/10.3133/sim3164
[20]  Twumasi, Y.A., Annan, J.B., Merem, E.C., Namwamba, J.B., Ayala-Silva, T., Ning, Z.H., Asare-Ansah A.B., Oppong J., Frimpong D.B., Loh P.M., Owusu F., Kangwana L.A., Mwakimi O.S., Petja B.M., Okwemba R., Akinrinwoye C.O., Mosby H.J. and McClendon-Peralta, J. (2021) Time Series Analysis on Selected Rainfall Stations Data in Louisiana Using ARIMA Approach. Open Journal of Statistics, 11, 655-672.
https://doi.org/10.4236/ojs.2021.115039
[21]  United States Census Bureau (2021). QuickFacts: East Baton Rouge Parish, Louisiana.
https://www.census.gov/quickfacts/eastbatonrougeparishlouisiana
[22]  Peng, S., Ciais, P., Maignan, F., Li, W., Chang, J., Wang, T. and Yue, C. (2019) Sensitivity of Land Use Change Emission Estimates to Historical Land Use and Land Cover Mapping. Global Biogeochemical Cycles, 31, 626-643.
https://doi.org/10.1002/2015GB005360
[23]  Dismukes, D.E. (2017, August 23) Combined Heat and Power in Louisiana: Status, Potential, and Policies. Phase 1 Report: Resource Characterization & Database. Center for Energy Studies, Louisiana State University, Baton Rouge.
[24]  Namwamba, J.B.O. (2021) Mapping, Spatial and Temporal Modeling of Urban Heat Islands in Baton Rouge. Doctoral Dissertation, Southern University, and Agricultural and Mechanical College, Baton Rouge.
[25]  American Lung Association (2021, April 20) Lung Association Report: Baton Rouge Air Quality Improves, Area Still Receives “F” Grade for Ozone Pollution. American Lung Association, Baton Rouge.
https://www.lung.org/media/press-releases/2021-batonrouge-la-state-of-the-air-release
[26]  U.S. Geological Survey (2021) Satellite Data. Earth Explorer.
https://earthexplorer.usgs.gov/
[27]  Teixeira Pinto, C., Jing, X. and Leigh, L. (2020) Evaluation Analysis of Landsat Level-1 and Level-2 Data Products Using in Situ Measurements. Remote Sensing, 12, Article No. 2597.
https://doi.org/10.3390/rs12162597
[28]  Gorelick, N., Hancher, M., Dixon, M., Ilyushchenko, S., Thau, D. and Moore, R. (2017) Google Earth Engine: Planetary-Scale Geospatial Analysis for Everyone. Remote sensing of Environment, 202, 18-27.
https://doi.org/10.1016/j.rse.2017.06.031
[29]  Tempa, K. and Aryal, K.R. (2022) Semi-Automatic Classification for Rapid Delineation of the Geohazard-Prone Areas Using Sentinel-2 Satellite Imagery. SN Applied Sciences, 4, Article No. 141.
https://doi.org/10.1007/s42452-022-05028-6
[30]  Sluiter, R. and Pebesma, E.J. (2010) Comparing Techniques for Vegetation Classification Using Multi- and Hyperspectral Images and Ancillary Environmental Data. International Journal of Remote Sensing, 31, 6143-6161.
https://doi.org/10.1080/01431160903401379
[31]  Dye, M., Mutanga, O. and Ismail, R. (2011) Examining the Utility of Random forest and AISA Eagle Hyperspectral Image Data to Predict Pinus patula Age in KwaZulu-Natal, South Africa. Geocarto International, 26, 275-289.
https://doi.org/10.1080/10106049.2011.562308
[32]  Anderson, J.R. (1976) A Land Use and Land Cover Classification System for Use with Remote Sensor Data. Vol. 964, US Government Printing Office, Washington DC.
https://doi.org/10.3133/pp964
[33]  Harris, G. (2018, December) Bagging Test Report: Barge Emission Measurement Project, Draft Final.

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