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TYPES OF ANTHROPOGENIC IMPACT ON WATER QUALITY IN THE CHEPINSKA AND CHEPELARSKA RIVER BASINS USING WATER QUALITY INDICES AND AIRBUS DEFENCE AND SPACE PLEIADES-1A AND SPOT 6 SATELLITE DATA

Emilia Tcherkezova, Maria Temelkova, Gergana Metodieva, Kristina Gartsiyanova, Velimira Stoyanova

First published: 2026DOI pendingView metrics

Abstract

The aim of this work is twofold: to identify the dominant types of anthropogenic impact on SWQ in the Chepinska and Chepelarska River basins to localise the hot spots of pollution; and to obtain the main land cover units from Very High Resolution (VHR) Airbus Pléiades-1A and SPOT 6 imagery. The assessment of anthropogenic impacts on SWQ is based on an analysis of more than 10 physicochemical parameters, and the CCME WQI, WAWQI, and HPI indices were used. The results show different types of water pollution in the two river basins. In the Chepinska River, the predominant pollution is domestic, caused by untreated wastewater from the sewer systems of populated areas and by numerous illegal solid waste disposals. In the Chepelarska River, mixed type of water pollution is observed. In the upper and middle part of the river, domestic pollution predominates, while in the lower reach, industrial pollution prevails. Using Normalised Difference Vegetation Index and Normalised Difference Water Index, the following land cover classes were defined from VHR satellite imagery: sealed, bare land, grassland, low, medium, and high vegetation, and water. Overall, the results can assist the management of water resources in the pilot river basins. They highlight the potential of Airbus Pléiades-1A and SPOT 6 imagery fore precise land cover mapping.

Publication details

Title
TYPES OF ANTHROPOGENIC IMPACT ON WATER QUALITY IN THE CHEPINSKA AND CHEPELARSKA RIVER BASINS USING WATER QUALITY INDICES AND AIRBUS DEFENCE AND SPACE PLEIADES-1A AND SPOT 6 SATELLITE DATA
Authors
Emilia Tcherkezova, Maria Temelkova, Gergana Metodieva, Kristina Gartsiyanova, Velimira Stoyanova
Proceedings
SWS 2026 Conference Preprints
Publisher
STEF92 Technology
Year
2026
Pages
Not available yet
ISSN
1314-2704; 1314-2704
ISBN
Not available yet
Language
en
Publication type
Preprint
References13
  1. Directive 2000/60/EC of the European Parliament and of the Council of 23 October 2000 establishing a framework for Community action in the field of water policy (The Water Framework Directive - WFD). Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:02000L0060-20141120 (Accessed on 2 March 2026).

  2. Canadian Council of Ministers of the Environment. Canadian water quality guidelines for the protection of aquatic life, Canadian Water Quality Index 1.0, User's Manual 2017 Update, 2017.

  3. Brown, R. M., Mcclelland, N. I., Deininger, R. A., & Tozer, R. G. A Water Quality Index - Do We Dare? Water and Sewage Works, 117, 339-343. 1970.

  4. Mohan, S.V., Nithila, P. and Reddy, S.J. Estimation of Heavy Metal in Drinking Water and Development of Heavy Metal Pollution Index. Journal of Environmental Science and Health, A-31, 283-289. 1996. DOI: 10.1080/10934529609376357.

  5. Lausch, A., Bannehr, L., Berger, S.A., Borg, E., Bumberger, J., Hacker, J.M., Heege, T., Hupfer, M., Jung, A., Kuhwald, K., et al. Monitoring Water Diversity and Water Quality with Remote Sensing and Traits. Remote Sensing, 16, 2425, pp. 1-47, 2024, ISSN 20724292. DOI: 10.3390/rs16132425.

  6. Duan, W., Maskey, S., Chaffe, P.L.B., Luo, P., He, B., Wu, Y., Hou, J. Recent Advancement in Remote Sensing Technology for Hydrology Analysis and WaterResources Management. Remote Sensing, 13, 1097, 2021, ISSN 20724292, DOI: 10.3390/rs13061097.

  7. Sagan, V., Peterson, K.T., Maimaitijiang, M., Sidike, P., Sloan, J., Greeling, B.A., Maalouf, S., Adams, C. Monitoring inland water quality using remote sensing: potential and limitations of spectral indices, bio-optical simulations, machine learning, and cloud computing, Earth-Science Reviews, Vol. 205, 103187, 2020, ISSN 0012-8252, DOI: 10.1016/j.earscirev.2020.103187.

  8. Tcherkezova, E., Markov, K., Varbanov, M., Zareva, E. Remote Sensing and GIS Application in Surface Water Quality Research in the Chepinska River Basin (Western Rhodopes, Bulgaria). International Journal of Conservation Science (IJCS), Vol. 16, Issue 3, pp 1-14, 2025, ISSN: 2067-533X, DOI: 10.36868/IJCS.2025.03.25.

  9. Regulation No. H-4 from 14.09.2012 on characterization of surface water (OG. 22 on 03/05/2013) (in Bulgarian).

  10. Regulation on environmental quality standards for priority substances and other pollutants from 01.11.2010. OG. 88 on 09/11/2010 (in Bulgarian).

  11. UNEP - United Nations Environment Programme. Global Drinking Water Quality Index Development and Sensitivity Analysis Report; UNEP: Toronto, ON, Canada, p. 60, 2007, ISBN 92-95039-14-9.

  12. Kallon, H., L. Mansaray, M. Fida, P. Shrestha. 2024. Integrated analysis of water quality in artificial fishponds using WQI and GIS in South-East Sierra Leone. Journal of Geoscience and Environment Protection, 12, pp. 145-163, ISSN: 2327-4336, 2327-4344, DOI: 10.4236/gep.2024.121010.

  13. WÄ…tor, K., Zdechlik, R. Application of water quality indices to the assessment of the effect of geothermal water discharge on river water quality - case study from the Podhale region (Southern Poland). Ecological Indicators, Vol. 121, 107098, ISSN 1470-160X, 2021, DOI: 10.1016/j.ecolind.2020.107098.

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