Light pollution – not just an energy problem

Authors

  • Tomasz Ściężor Cracow University of Technology, Department of Water Supply, Sewerage and Environmental Monitoring, Faculty of Environmental Engineering and Energy, Warszawska 24, 31-155 Cracow, Poland

DOI:

https://doi.org/10.24425/ather.2025.156837

Abstract

Light pollution is a growing problem in developed countries. One of its categories, often associated with this concept, is night sky glow. This glow is caused by scattering light from artificial ground light sources on atmospheric particles. The paper indicates that street lighting may be the primary source of light scattered on these particles. This is caused by often outdated luminaires or their installation, which does not protect the surroundings from light pollution. The second, even more important factor increasing the brightness of the sky glow may be the reflection of incident light upwards by the street surface. Satellite images of the Earth's surface allow for determining the radiance from a given area, determined by the amount of light scattered in the atmosphere. However, the part of this light associated with street lighting is difficult to separate from the background of other artificial ground light sources. In 2020, due to the COVID-19 pandemic and reduced traffic at night, the authorities of several municipalities in the Małopolska province in Poland decided to switch off street lighting at night. This was the first time street lighting was switched off for part of the year in large areas and entire cities. Analysis of satellite data allowed us to determine that the luminance from the analysed localities decreased by almost 70% after switching off city lighting. The analysis also allowed us to estimate the energy losses of city lighting resulting from lighting fixtures that do not protect the surroundings from light pollution.

References

[1] Guillemin, A. (1866). Le Ciel. L. Hachette, Paris (pp. 384–385).

[2] Oliver, J.A.W. (Ed.). (1888). Astronomy for Amateurs. Longmans, Green (p. 295).

[3] Ściężor, T. (2018). Natural and anthropogenic factors of the night sky glow. Monografie Politechniki Krakowskiej, Kraków (in Polish).

[4] Massey, P., Gronwall, C., & Pilachowski, C.A. (1990). The spectrum of the Kitt Peak night sky. Publications of the Astronomical Society of the Pacific, 102, 1046. doi:10.1086/132733

[5] Ściężor, T. (2020). Light pollution at the Botanical Garden of Jagiellonian University – preliminary analysis. In Ecological and astronomical aspects of light pollution (pp. 75–91). Wydawnictwo Politechniki Krakowskiej, Kraków.

[6] Brons, J., Bullough, J., & Rea, M. (2008). Outdoor site-lighting performance: A comprehensive and quantitative framework for assessing light pollution. Lighting Research & Technology, 40, 201–224. doi:10.1177/1477153508094059

[7] Guanglei, W., Ngarambe, J., & Kim, G.A. (2019). Comparative study on current outdoor lighting policies in China and Korea: A step toward a sustainable nighttime environment. Sustainability, 11, 3989. doi:10.3390/su11143989

[8] Zielińska-Dąbkowska, K.M., Xavia, K., & Bobkowska, K. (2020). Assessment of citizens’ actions against light pollution with guidelines for future initiatives. Sustainability, 12, 4997. doi:10.3390/su12124997

[9] Helbich, M., Browning, M.H.E.M., & Huss, A. (2020). Outdoor light at night, air pollution and depressive symptoms: A cross-sectional study in the Netherlands. Science of the Total Environment, 744, 140914. doi:10.1016/j.scitotenv.2020.140914

[10] Pothukuchi, K. (2021). City light or star bright: A review of urban light pollution, impacts, and planning implications. Journal of Planning Literature, 088541222098642. doi:10.1177/0885412220986421

[11] Walker, M.F. (1970). The California Site Survey. Publications of the Astronomical Society of the Pacific, 82, 672. doi:10.1086/128945

[12] Walker, M.F. (1973). Light Pollution in California and Arizona. Publications of the Astronomical Society of the Pacific, 85, 508. doi:10.1086/129496

[13] Walker, M.F. (1977). The effects of urban lighting on the brightness of the night sky. Publications of the Astronomical Society of the Pacific, 89, 405. doi:10.1086/130142

[14] Treanor, P.J. (1973). A Simple Propagation Law for Artificial Night-Sky Illumination. Observatory, 93, 117–120.

[15] Berry, R.L. (1976). Light Pollution in Southern Ontario. Journal of the Royal Astronomical Society of Canada, 70, 97–115.

[16] Garstang, R.H. (1984). Improved Scattering Formula for Calculations of Artificial Night-Sky Illumination. Observatory, 104, 196–197.

[17] Garstang, R.H. (1991). Light Pollution Modeling. International Astronomical Union Colloquia, 112, 56–69. doi:10.1017/S0252921100003705

[18] Garstang, R.H. (1986). Model for Artificial Night-Sky Illumination. Publications of the Astronomical Society of the Pacific, 98, 364. doi:10.1086/131768

[19] Aubé, M., Franchomme-Fossé, L., Robert-Staehler, P., & Houle, V. (2005). Light pollution modelling and detection in a heterogeneous environment: Toward a night-time aerosol optical depth retrieval method. Proceedings of the Atmospheric and Environmental Remote Sensing Data Processing and Utilization: Numerical Atmospheric Prediction and Environmental Monitoring. 1–4 August 2005, San Diego, CA, USA.

[20] Aubé, M., Simoneau, A., Muñoz-Tuñón, C., Díaz-Castro, J., & Serra-Ricart, M. (2020). Restoring the night sky darkness at Observatorio del Teide: First application of the model Illumina version 2. Monthly Notices of the Royal Astronomical Society, 497, 2501–2516. doi:10.1093/mnras/staa2113

[21] Cinzano, P., Falchi, F., Elvidge, C.D., & Baugh, K.E. (2000). The artificial night sky brightness mapped from DMSP satellite Operational Linescan System measurements. Monthly Notices of the Royal Astronomical Society, 318, 641–657. doi:10.1046/j.1365-8711.2000.03562.x

[22] Cinzano, P., & Elvidge, C.D. (2004). Night sky brightness at sites from DMSP-OLS satellite measurements. Monthly Notices of the Royal Astronomical Society, 353, 1107–1116. doi:10.1111/j.1365-2966.2004.08132.x

[23] Cinzano, P., Falchi, F., & Elvidge, C.D. (2001). The first World Atlas of the artificial night sky brightness. Monthly Notices of the Royal Astronomical Society, 328, 689–707. doi:10.1046/j.1365-8711.2001.04882.x

[24] Kolláth, Z. (2008). The effects of artificial lights at the Zselic Landscape Protection Area. Przegląd Elektrotechniczny, 84(8), 76–79.

[25] Pun, C.S.J., & So, C.W. (2012). Night-sky brightness monitoring in Hong Kong: A city-wide light pollution assessment. Environmental Monitoring and Assessment, 184, 2537–2557. doi:10.1007/s10661-011-2136-1

[26] Pun, C.S.J., So, C.W., Leung, W.Y., & Wong, C.F. (2014). Contributions of artificial lighting sources on light pollution in Hong Kong measured through a night sky brightness monitoring network. Journal of Quantitative Spectroscopy and Radiative Transfer, 139, 90–108. doi:10.1016/j.jqsrt.2013.12.014

[27] Kubala, M., Ściężor, T., Dworak, T.Z., & Kaszowski, W. (2009). Artificial Sky Glow in Cracow Agglomeration. Polish Journal of Environmental Studies, 18, 194–199.

[28] Ściężor, T., Kubala, M., Kaszowski, W., & Dworak, T.Z. (2010). Light pollution of the night sky in Cracow agglomeration: Data analysis of the artificial sky glow measurements. Monografia 388, Politechnika Krakowska, Kraków (in Polish).

[29] Ściężor, T., & Kubala, M. (2014). Particulate matter as an amplifier for astronomical light pollution. Monthly Notices of the Royal Astronomical Society, 444, 2487–2493. doi:10.1093/mnras/stu1577

[30] Wolfe, R.E., Lin, G., Nishihama, M., Tewari, K.P., Tilton, J.C., & Isaacman, A.R. (2013). Suomi NPP VIIRS prelaunch and on-orbit geometric calibration and characterization. Journal of Geophysical Research: Atmospheres, 118, 11508–11521. doi:10.1002/jgrd.50873

[31] VIIRS Maps. https://www.lightpollutionmap.info [accessed 17 Jan. 2025].

[32] Elvidge, C.D., Baugh, K.E., Zhizhin, M., & Hsu, F.-C. (2013). Why VIIRS data are superior to DMSP for mapping nighttime lights. Proceedings of the Asia-Pacific Advanced Network Consortium, 35, 62. doi:10.7125/APAN.35.7

[33] Duriscoe, D.M., Anderson, S.J., Luginbuhl, C.B., & Baugh, K.E. (2018). A simplified model of all-sky artificial sky glow derived from VIIRS Day/Night band data. Journal of Quantitative Spectroscopy and Radiative Transfer, 214, 133–145. doi:10.1016/j.jqsrt.2018.04.028

[34] Falchi, F., Cinzano, P., Duriscoe, D., Kyba, C.C.M., Elvidge, C.D., Baugh, K., Portnov, B.A., Rybnikova, N.A., & Furgoni, R. (2016). The new world atlas of artificial night sky brightness. Science Advances, 2, e1600377. doi:10.1126/sciadv.1600377

[35] Gateway to Astronaut Photography of Earth. https://eol.jsc.nasa.gov/ [accessed 17 Jan. 2025].

[36] Gaston, K.J., Davies, T.W., Bennie, J., & Hopkins, J. (2012). Reducing the ecological consequences of night-time light pollution: Options and developments. Journal of Applied Ecology, 49, 1256–1266. doi:10.1111/j.1365-2664.2012.02212.x

[37] Schulte-Römer, N., Meier, J., Söding, M., & Dannemann, E. (2019). The LED Paradox: How Light Pollution Challenges Experts to Reconsider Sustainable Lighting. Sustainability, 11, 6160. doi:10.3390/su11216160

[38] Boyes, D.H., Evans, D.M., Fox, R., Parsons, M.S., & Pocock, M.J.O. (2021). Street lighting has detrimental impacts on local insect populations. Science Advances, 7, eabi8322. doi:10.1126/sciadv.abi8322

[39] de Miguel, A.S., Bennie, J., Rosenfeld, E., Dzurjak, S., & Gaston, K.J. (2022). Environmental risks from artificial nighttime lighting widespread and increasing across Europe. Science Advances, 8, eabl6891. doi:10.1126/sciadv.abl6891

[40] Evans, D.M. (2023). Mitigating the impacts of street lighting on biodiversity and ecosystem functioning. Philosophical Transactions of the Royal Society B, 378, 20220355. doi:10.1098/rstb.2022.0355

[41] Luginbuhl, C.B., Lockwood, G.W., Davis, D.R., Pick, K., & Selders, J. (2009). From The Ground Up I: Light Pollution Sources in Flagstaff, Arizona. Publications of the Astronomical Society of the Pacific, 121, 185–203. doi:10.1086/597625

[42] Hiscocks, P.D., & Gudmundsson, S. (2010). The Contribution of Street Lighting to Light Pollution. Journal of the Royal Astronomical Society of Canada, 104, 190–192.

[43] Kyba, C., Ruby, A., Kuechly, H., Kinzey, B., Miller, N., Sanders, J., Barentine, J., Kleinodt, R., & Espey, B. (2020). Direct measurement of the contribution of street lighting to satellite observations of nighttime light emissions from urban areas. Lighting Research & Technology. doi:10.1177/1477153520958463

[44] Barentine, J.C., Kundracik, F., Kocifaj, M., Sanders, J.C., Esquerdo, G.A., Dalton, A.M., Foott, B., Grauer, A., Tucker, S., & Kyba, C.C.M. (2020). Recovering the city street lighting fraction from skyglow measurements in a large-scale municipal dimming experiment. Journal of Quantitative Spectroscopy and Radiative Transfer, 253, 107120. doi:10.1016/j.jqsrt.2020.107120

[45] Bustamante-Calabria, M., de Miguel, A.S., Martín-Ruiz, S., Ortiz, J.L., Vílchez, J.M., Pelegrina, A., García, A., Zamorano, J., Bennie, J., & Gaston, K.J. (2021). Effects of the COVID-19 lockdown on urban light emissions: Ground and satellite comparison. Remote Sensing, 13, 258. doi:10.3390/rs13020258

[46] Jechow, A., & Hölker, F. (2020). Evidence that reduced air and road traffic decreased artificial night-time skyglow during COVID-19 lockdown in Berlin, Germany. Remote Sensing, 12, 3412. doi:10.3390/rs12203412

[47] Saadat, S., Rawtani, D., & Hussain, C.M. (2020). Environmental perspective of COVID-19. Science of the Total Environment, 728, 138870. doi:10.1016/j.scitotenv.2020.138870

[48] Le Quéré, C., Jackson, R.B., Jones, M.W., Smith, A.J.P., Abernethy, S., Andrew, R.M., De-Gol, A.J., Willis, D.R., Shan, Y., & Canadell, J.G. (2020). Temporary reduction in daily global CO₂ emissions during the COVID-19 forced confinement. Nature Climate Change, 10, 647–653. doi:10.1038/s41558-020-0797-x

[49] Lokhandwala, S., & Gautam, P. (2020). Indirect impact of COVID-19 on environment: A brief study in Indian context. Environmental Research, 188, 109807. doi:10.1016/j.envres.2020.109807

[50] Ściężor, T. (2021). Effect of street lighting on the urban and rural night-time radiance and the brightness of the night sky. Remote Sensing, 13(9). doi:10.3390/rs13091654

[51] Ściężor, T. (2022). Impact of the COVID-19 pandemic on light pollution of the night sky. In Artificial Light at Night: Between Threat and Development (pp. 161–199). Politechnika Łódzka (in Polish).

[52] Rich, C., & Longcore, T. (Eds.). (2006). Ecological Consequences of Artificial Night Lighting. Island Press.

[53] Van Doren, B.M., Horton, K.G., Dokter, A.M., Klinck, H., Elbin, S.B., & Farnsworth, A. (2017). High-intensity urban light installation dramatically alters nocturnal bird migration. Proceedings of the National Academy of Sciences of the United States of America, 114(42), 11175–11180. doi:10.1073/pnas.1708574114

[54] Loss, S.R., Will, T., Loss, S.S., & Marra, P.P. (2014). Bird–building collisions in the United States: Estimates of annual mortality and species vulnerability. The Condor, 116(1), 8–23. doi:10.1650/CONDOR-13-090.1

[55] Owens, A.C.S., Cochard, P., Durrant, J., Farnworth, B., Perkin, E.K., & Seymoure, B. (2020). Light pollution is a driver of insect declines. Biological Conservation, 241, 108259. doi:10.1016/j.biocon.2019.108259

[56] Moore, M.V., Pierce, S.M., Walsh, H.M., Kvalvik, S.K., & Lim, J.D. (2001). Urban light pollution alters the diel vertical migration of Daphnia. Verhandlungen des Internationalen Verein Limnologie, 27, 1–4.

[57] Patel, P.C. (2019). Light pollution and insufficient sleep: Evidence from the United States. American Journal of Human Biology, 31(6), e23300. doi:10.1002/ajhb.23300

[58] Tancredi, S., Urbano, T., Vinceti, M., & Filippini, T. (2022). Artificial light at night and risk of mental disorders: A systematic review. Science of the Total Environment, 833, 155185. doi:10.1016/j.scitotenv.2022.155185

[59] Walker, W.H., Bumgarner, J.R., Walton, J.C., Liu, J.A., Meléndez-Fernández, O.H., Nelson, R.J., & DeVries, A.C. (2020). Light Pollution and Cancer. International Journal of Molecular Sciences, 21(24), 9360. doi:10.3390/ijms21249360

[60] Górczewska, M. (2015). Simplified procedures for selecting road lighting classes in accordance with the new version of the CEN/TR 13201-1:2014 report. Wiadomości Elektrotechniczne, 83(10), 27–30. doi:10.15199/74.2015.10.7 (in Polish).

[61] Górczewska, M. (2017). LED lighting – not “all clear”. 12th Conference “Road Lighting – Ways of Managing Lighting Systems Across the Country”, Jachranka, 19–20 April 2017. Energia Elektryczna, 5 (in Polish).

[62] Trawiński, A. Lighting classes of luminaires. PERFAND LED. https://perfandled.pl/klasy-oswietlenia-opraw-oswietleniowych/ [accessed 30 Apr. 2025] (in Polish).

[63] Piątkowski, P. (2023). Outdoor lighting in housing estates – design and selection of luminaires. Murator. Obiekty Mieszkalne, Instalacje, 22 March 2023. https://obiektymieszkalne.muratorplus.pl/instalacje/oswietlenie-zewnetrzne-na-osiedlach-mieszkaniowych-projektowanie-oswietlenia-zewnetrznego-i-wybor-opraw-aa-eywB-tSu2-VZcZ.html [accessed 30 Apr. 2025] (in Polish).

[64] Du, J., Zhang, X., & King, D. (2018). An Investigation into the Risk of Night Light Pollution in a Glazed Office Building: The Effect of Shading Solutions. Building and Environment, 145. doi:10.1016/j.buildenv.2018.09.029

[65] Küçük, A.K., & Ekren, N. (2021). Light Pollution and Smart Outdoor Lighting. Balkan Journal of Electrical and Computer Engineering, 9(2), 191–200. doi:10.17694/bajece.874343

[66] Remande, C. (2001). Light Pollution: How High-Performance Luminaires Can Reduce It. Preserving the Astronomical Sky, IAU Symposium, 196, 49–59. doi:10.1017/S007418090016382X

[67] Light Pollution: Identification and Prevention: A Multidisciplinary Guide (2022). Light Pollution Think Tank. https://poradniklptt.gr8.com/ [accessed 30 Apr. 2025] (in Polish).

[68] Light Pollution in Poland. 2023 Report (2023). https://lptt.org.pl/zasoby/lptt_raport_2023.pdf [accessed 30 Apr. 2025] (in Polish).

[69] Light Pollution Reduction Measures in Europe (2022). Ministry of the Environment of the Czech Republic. https://mzp.gov.cz/C1257458002F0DC7/cz/news_20221027-/$FILE/Light_pollution_reduction_measures.pdf [accessed 30 Apr. 2025].

[70] Donatello, S., Rodriguez Quintero, R., De Oliveira Gama Caldas, M., Wolf, O., Van Tichelen, P., Van Hoof, V., & Geerken, T. (2019). Revision of the EU Green Public Procurement Criteria for Road Lighting and Traffic Signals. EUR 29631 EN, Publications Office of the European Union, Luxembourg. JRC115406. doi:10.2760/372897

[71] COM/2019/640 final. (2019). The European Green Deal. Communication from the Commission to the European Parliament, the European Council, the Council, the European Economic and Social Committee and the Committee of the Regions.

[72] COM/2018/395 final. (2018). EU Pollinators Initiative. Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions.

[73] BREEAM. https://breeam.com/ [accessed 30 Apr. 2025].

[74] Dupláková, D., & Sloboda, P. (2024). The Maintenance Factor as a Necessary Parameter for Sustainable Artificial Lighting in Engineering Production – A Software Approach. Applied Sciences, 14, 8158. doi:10.3390/app14188158

[75] Cuvalci, O., & Ertas, B. (2000). Roadway lighting design methodology and evaluation. Journal of Integrated Design and Process Science, 4(1), 1–23. doi:10.3233/JID-2000-4101

[76] Valetti, L., Piccablotto, G., Taraglio, R., & Pellegrino, A. (2023). Long-Term Monitoring Campaign of LED Street Lighting Systems: Focus on Photometric Performances, Maintenance and Energy Savings. Sustainability, 15, 16910. doi:10.3390/su152416910

[77] Cabrera-Cruz, S.A., Smolinsky, J.A., & Buler, J.J. (2018). Light pollution is greatest within migration passage areas for nocturnally-migrating birds around the world. Scientific Reports, 8, 3261. doi:10.1038/s41598-018-21577-6

[78] Adams, C.A., Fernández-Juricic, E., Bayne, E.M., & St. Clair, C.C. (2021). Effects of artificial light on bird movement and distribution: A systematic map. Environmental Evidence, 10(37). doi:10.1186/s13750-021-00246-8

[79] Pawson, S.M., & Bader, M.K. (2014). LED lighting increases the ecological impact of light pollution irrespective of color temperature. Ecological Applications, 24, 1561–1568. doi:10.1890/14-0468.1

[80] Supronowicz, R., & Fryc, I. (2019). Urban park lighting as a source of botanical light pollution. Photonics Letters of Poland, 11(3), 90–92. doi:10.4302/plp.v11i3.935

[81] Sakhno, T.V., Kozhushko, G.M., & Nazarenko, V.I. (2024). Light pollution from LED lighting systems and ways of reducing its environmental consequences. Ukrainian Journal of Occupational Health, 20(2). doi:10.33573/ujoh2024.02.138

[82] Robles, J., Zamorano, J., Pascual, S., Sánchez de Miguel, A., Gallego, J., & Gaston, K.J. (2021). Evolution of Brightness and Color of the Night Sky in Madrid. Remote Sensing, 13, 1511. doi:10.3390/rs13081511

[83] Fryc, I., Listowski, M., Martinsons, C., Fan, J., & Czyżewski, D. (2024). A Paradox of LED Road Lighting: Reducing Light Pollution Is Not Always Linked to Energy Savings. Energies, 17, 5727. doi:10.3390/en17225727

[84] Green, R.F., Luginbuhl, C.B., Wainscoat, R.J., & Duriscoe, D.M. (2022). The growing threat of light pollution to ground-based observatories. The Astronomy and Astrophysics Review, 30(1). doi:10.1007/s00159-021-00138-3

[85] Małopolska Voivodeship 2019  Subregions, Poviats, Municipal-ities. https://krakow.stat.gov.pl/publikacje-ifoldery/roczniki-stat-ystyczne/wojewodztwo-malopolskie-2019-podregiony-powiaty-gminy,7,16.html [accessed 17 Jan. 2025] (in Polish).

[86] Teikari, P. (2007). Light pollution: Definition, Legislation, Meas-urement, Modeling and Environmental Effects. Polytechnic Uni-versity of Catalonia. Barcelona. Spain.

[87] Earth Observation Group. https://eogdata.mines.edu/products/ vnl/ [accessed 17 Jan. 2025].

[88] EarthData. LAADS DAAC, LAADS Archive. https://lad-sweb.modaps.eosdis.nasa.gov/archive/allData/5000/?process= ftpAsHttp&path=allData%2f5000 [accessed 17 Jan. 2025].

[89] Isobe, S., & Hamamura, S. (2001). Light energy loss and its ap-plication to estimate a global energy usage. In Hyperspectral Re-mote Sensing of the Land and Atmosphere, Proceedings of SPIE (pp.237-245), 4151, Society of Photographic Instrumentation En-gineers. doi: 10.1117/12.417013

[90] Kraków in numbers 2020 (2021). https://www.bip.krakow.pl/ plik.php?zid=316550&wer=0&new=t&mode=shw [accessed 17 Jan. 2025] (in Polish).

[91] Light pollution costs money and wastes resources https://www. darkskysociety.org/handouts/IDA_Brochure_Energy_waste.pdf [accessed 17 Jan. 2025].

[92] Płaza, K. (2024). Track and Energy Infrastructure Maintenance Department. Kraków City Hall [private communication].

[93] The city pays millions for electricity. Street lighting consumes the most money. https://lovekrakow.pl/aktualnosci/miasto-placi-mil-iony-za-prad-najwiecej-pieniedzy-pochlania-oswietlenie-uliczne_50103.html [accessed 17 Jan. 2025] (in Polish).

[94] Zoltán, K. (2010). Measuring and modelling light pollution at the Zselic Starry Sky Park. Journal of Physics Conference Series, 218(1), 012001. doi: 10.1088/1742-6596/218/1/012001

[95] Ściężor, T. (2022). Lighting of pedestrian and pedestrian-driving routes in a housing estate as a source of light pollution. Technical Transactions, 119(1), 1−17. doi: 10.37705/TechTrans/ e2022012

[96] Lyytimäki, J., & Rinne, J. (2013). Voices for the darkness: online survey on public perceptions on light pollution as an environmen-tal problem. Journal of Integrative Environmental Sciences, 10(2), 127–139. doi: 10.1080/1943815X.2013.824487

[97] Ściężor, T. (2024) Modernisation of the lighting installation of a housing estate – a case study, INSTAL, 464(7/8), 51−57. doi: 10.36119/15.2024.7-8.7 (in Polish).

[98] Schulte-Römer, N., Meier, J., Dannemann, E., & Söding, M. (2019). Lighting Professionals versus Light Pollution Experts? Investigating Views on an Emerging Environmental Concern. Sustainability, 11, 1696. doi: 10.3390/su11061696

Downloads

Published

2025-12-30

How to Cite

Ściężor, Tomasz. “Light Pollution – Not Just an Energy Problem”. Archives of Thermodynamics, vol. 46, no. 4, Dec. 2025, pp. 59-73, doi:10.24425/ather.2025.156837.

Issue

Section

Articles

Similar Articles

<< < 5 6 7 8 9 10 11 12 13 14 > >> 

You may also start an advanced similarity search for this article.