SURFACE WATER QUALITY AS A FUNCTION OF LAND USE AND OCCUPATION IN TWO SUB-BASINS IN THE SOUTHERN AMAZON
DOI:
https://doi.org/10.31413/nat.v14i4.22004Keywords:
biodiversidad, mitigación al cambio climático, Educación ambiental, Sostenibilidad ambientalAbstract
Water quality monitoring is essential for understanding and assessing physical, chemical, and microbiological characteristics, while accounting for spatial and temporal variations driven by climate, soil, and land use and land cover. Given this context, the study aimed to evaluate whether surface water quality is affected by land use and land cover in the Renato and Caiabi river basins, located in the southern Amazon region. The Water Quality Index (WQI) and Trophic State Index (TSI) were determined at eight sampling points on the Renato River and five on the Caiabi River across four seasonal transitions (wet, wet-to-dry, dry, and dry-to-wet), following methodologies from Standard Methods for the Examination of Water and Wastewater. The Renato River presented a water quality compliance index exceeding 90%, while the Caiabi River recorded 90.45%, considering Class 2 rivers. For both rivers, parameters such as temperature, acidic pH, low electrical conductivity, turbidity, nitrogen, and chlorophyll a indicated an absence of effluent discharge. Dissolved oxygen, biochemical oxygen demand, total organic carbon, thermotolerant coliforms, and total suspended and dissolved solids exhibited greater seasonal variability but remained within regulatory limits. Both the Renato and Caiabi rivers displayed a "good" WQI and an oligotrophic TSI, indicating low eutrophication potential and an absence of adverse impacts on water usage, despite significant land use and land cover changes within the basins.
Keywords: water quality index; LULC; agricultural watersheds; Cerrado-Amazon transition.
References
ANA_Agência Nacional de Águas e Saneamento Básico. Water Quality Portal. Quality Indicators - Trophic State Index (TSI). Available at: https://www.ana.gov.br/portalpnqa/indicadores-estado-trofico.aspx. Accessed on: 04 mai. 2026.
ANA_Agência Nacional de Águas e Saneamento Básico. National Water Quality Assessment Program – PNQA. Available at: http://pnqa.ana.gov.br/pnqa.aspx. Accessed on: 04 mai. 2026.
ALVES, I. C. C.; EL-ROBRINI, M.; SANTOS, M. de L. S.; MONTEIRO, S. de. M.; BARBOSA, L. P. F.; GUIMARÃES, T. F. Surface water quality and trophic status assessment in the Arari River (Marajo Island, Northern Brazil). Acta Amazonica, v. 42, n. 1, p. 115-124, 2012. https://doi.org/10.1590/S0044-59672012000100014
ALVES, J. A.; SIQUEIRA, A. de P. C.; DORES, E. F. G. de O.; BRUNO, L. C. G. S.; FANTIN-CRUZ, I. Presence of emerging and conventional contaminants in water sources in the city of Cuiabá (MT): potential sources and damages. Brazilian Journal of Water Resources, v. 27, n. 40, p. 1-16, 2022. https://doi.org/10.1590/2318-0331.272220220057
ALVES, M. A. B.; BORELLA, D. R.; LUZ, C. C. S.; CASTAGNA, D.; SILVA, W. C. da; SILVA, A. P. da; ALMEIDA, F. T. de; SOUZA, A. P. de. Soil classes in the Caiabi and Renato River basins, tributaries of the Teles Pires River in the south of the Amazon. Nativa, v. 10, n. 3, p. 431-448, 2022. https://doi.org/10.31413/nativa.v10i3.14192
BARROS, A. de; GUIMARÃES, V.; SANTANA, W. S. C. Water quality index application in two stretches (urban and rural) of Guanandy stream basin, Aquidauana - MS. Caderno de Geografia, v. 28, n. 54, p. 630-649, 2018. https://doi.org/10.5752/p.2318-2962.2018v28n54p630
BASSO, A. L.; MOREIRA, L. G. R.; PIZZATO, F. The influence of precipitation on the concentration and load of solids in urban streams: the case of the Dilúvio stream, Porto Alegre-RS. Geosul, v. 26, n. 52, p. 145-163, 2011. https://doi.org/10.5007/2177-5230.2011V26N52P145
BONIFÁCIO, C. M.; NÓBREGA, M. T. de. Water quality parameters in environmental monitoring. In: OLIVEIRA, R. J. de. (Org.). Water Resources: management, planning, and research techniques. São Paulo: Editora Científica Digital, 2021. p. 219–232. https://doi.org/10.37885/210805810
BRASIL. CONSELHO NACIONAL DE MEIO AMBIENTE - CONAMA. Resolução nº 357, de 17 de março de 2005. Provides for the classification of water bodies and environmental guidelines for their categorization, establishes conditions and standards for the discharge of effluents, and sets forth other provisions. Amended by CONAMA Resolution 397/2008. Available at: http://www.conama.mma.gov.br/?option=com_sisconama&task=arquivo.download&id=450. Accessed on: 04 mai. 2026.
CUNHA, D. G. F.; CALIJURI, M. do C.; LAMPARELLI, M. C.; JUNIOR, N. M. CONAMA Resolution 357/2005: spatial and temporal analysis of non-compliances in rivers and reservoirs in the state of São Paulo, according to their designated classifications (2005–2009). Engenharia Sanitária Ambiental, v. 18, n. 2, p. 159-168, 2013. https://doi.org/10.1590/S1413-41522013000200008
DROSE, A.; VALENTINI, M. H. K.; DUARTE, V. H.; SANTOS, G. B. dos; NADALETI, W. C.; VIEIRA, B. Use of multivariate statistical methods to monitor water quality of Mirim Lagoon. Meio Ambiente, v. 2, n. 4. p. 58-67, 2020. https://doi.org/10.66205/mabra.v2i4.69
DUARTE, M. R.; PEREIRA, T.; LIMA, P.; PEREIRA, E.; LOPES, F.; REZENDE, C. Limnological dynamics in an artificial reservoir and intermittent river in the semi-arid region as a function of land use and occupation. Revista Ciência Agronômica, v. 52, n. 1, e20207181, 2021. https://doi.org/10.5935/1806-6690.20210010
DUVOISIN, S. JR.; ALBUQUERQUE, P. M.; OLIVEIRA, R. L. e; DELOIOLA, S. K. S. de; NETA, A. S. C.; BATISTA, C. E.; ARCOS, A. N.; BANHOS, E. F. dos. Water quality index for the black water rivers of the Amazon Region. Water, n. 17, n. 6, e833, 2025. https://doi.org/10.3390/w17060833
EFFENDI, H.; ROMANTO; WARDIATNO Y. Water quality of Ciambulawung River, Banten Province, based on pollution index and NSF-WQI. Procedia Environmental Sciences, v. 24, p. 228-237, 2015. https://doi.org/10.1016/j.proenv.2015.03.030
FRASCARELI, D.; BEGHELLI, F. G. de S.; SILVA, S. C. da; CARLOS, V. M. Spatial and seasonal heterogeneity of limnological variables in Itupararanga reservoir associated with the land use in the Bacia do Alto Sorocaba - SP. Revista Ambiente & Água, v. 10, n. 4, p. 770-781, 2015. https://doi.org/10.4136/ambi-agua.1715
HAMMOUMI, D.; AL-AIZARI, H. S.; ALARAIDH, I. A.; OKLA, M. K.; ASSAL, M. E.; AL-AIZARI, A. R.; MOSHAB, M. S.; CHAKIRI, S.; BEJJAJI, Z. Seasonal variations and assessment of surface water quality using water quality index (WQI) and principal component analysis (PCA): A case study. Sustainability, v. 16, n. 13, e5644, 2023. https://doi.org/10.3390/su16135644
IBGE_Instituto Brasileiro de Geografia e Estatística. State of Mato Grosso: pedology (Exploratory soil map) p1. 2009. Available online: https://mapas.ibge.gov.br/tematicos/solos (accessed on 10 July 2026)
IBGE_Instituto Brasileiro de Geografia e Estatística. Continuous Cartographic Bases (Database), Scale 1:250,000. 2023; 1p. Available online: https://www.ibge.gov.br/geociencias/downloads-geociencias.html (accessed on 11 July 2026).
ISLAM, S. S.; DHARA, S. N.; MIDYA, S. Water quality assessment using WQI and zooplankton indicators in aquatic ecosystems: Insights from a correlation-based study, Cleaner Water, v. 4, e100103, 2025. https://doi.org/10.1016/j.clwat.2025.100103
MapBiomas. MapBiomas Collection 6.0: Land Cover and Land Use Maps. (2020). Available online: https://mapbiomas.org/colecoes-mapbiomas-1?cama_set_language=ptBR (accessed on 7 July 2026).
MARSELINA, M.; RAHMI, N. A.; NURHAYATI, S. A. The water quality of the Upper Citarum: Applying the overall index of pollution, Said-WQI, and pollution index methods. Heliyon, v. 11, n. 2, e41690, 2025. https://doi.org/10.1016/j.heliyon.2025.e41690
MARQUES, E. Q; MARIMON-JUNIOR, B. H.; MARIMON, B. S.; MATRICARDI, E. A.; MEWS, H. A.; COLLI, G. R. Redefining the Cerrado–Amazonia transition: implications for conservation. Biodiversity and conservation, v. 29, n. 5, p. 1501-1517, 2019.
https://doi.org/10.1007/s10531-019-01720-z
MENEZES, J. P. C.; BITTENCOURT, R. P.; FARIAS, M. de S.; BELLO, I. P.; FIA, R.; OLIVEIRA, L. F. C. de. Relationship between patterns of use and occupation of soil and water quality in an urban watershed. Engenharia Sanitaria e Ambiental, v. 21, n. 3, p. 519–534, 2016. https://doi.org/10.1590/S1413-41522016145405
O’Neill, P. Environmental chemistry. Chapman and Hall, London. 1995. 268p.
OLIVEIRA, B. de; MARIMON JUNIOR, B. H.; MEWS, H. A.; VALADÃO, M. B. X.; MARIMON, B. S. Unraveling the ecosystem functions in the Amazonia–Cerrado transition: evidence of hyperdynamic nutrient cycling. Plant Ecology, v. 218, n. 2, p. 225-239, 2017.
https://doi.org/10.1007/s11258-016-0681-y
OLIVEIRA, J. F. de; COELHO, G.; DOMINGOS, A. L. de L.; AMORIM, J. da S. Water quality in microbasins and springs of the mineral water region in Minas Gerais State, Brazil. Environmental Monitoring and Assessment, v. 194, e222, 2022. https://doi.org/10.1007/s10661-022-09885-x
PASSOS, J. B. de M. C.; TEIXEIRA, D. B. de S.; CAMPOS, J. A.; LIMA, R. P. C.; FERNANDES-FILHO, E. I.; SILVA, D. D. da. Multivariate statistics for spatial and seasonal quality assessment of water in the Doce River basin, Southeastern Brazil. Environmental Monitoring and Assessment, v. 193, n. 3, e125, 2021. https://doi.org/10.1007/s10661-021-08918-1
PEREIRA, L. C. C.; SOUSA, N. do S. da S.; SILVA, B. R. P. da; COSTA, A. L. B. da; CAVALCANTE, F. R. B.; RODRIGUES, L. M. dos S.; COSTA, R. M. da. Influence of anthropogenic activities on the water quality of an urban river in an unplanned zone of the Amazonian Coast. Limnological Review, v. 23, n. 2, p. 108-125, 2023. https://doi.org/10.3390/limnolrev23020007
PRADO, J. R. S.; FIGUEIREDO, D. M. de; DORES, E. F. G. de C.; HONGYU, K.; DELFINO, A. J. G.; RODRIGUES, D. V. B. Water quality variation in relation to seasonality and land use in the south Amazon region. Caderno Prudentino de Geografia, v. 43, n. 2, p. 159-184, 2021.
QIAN, Q.; HE, M.; SUN, F.; LIU, X. Monitoring and evaluation of the water quality of the Lower Neches River, Texas, USA. Water Science and Engineering, v. 17, n. 1, p. 21-32, 2024. https://doi.org/10.1016/j.wse.2023.10.002
QUEIROZ, M. T. A.; QUEIROZ, C. A.; QUEIROZ, F. A.; BENIGNO, G. F. Assessment of the Trophic State Index and water quality parameters in the reservoir of the Sá Carvalho Hydroelectric Power Plant, Minas Gerais, Brazil. Sistemas & Gestão, v. 144, n 1, p. 1- 12, 2019.
RAMOS, A. de S.; OLIVEIRA, V. de P. S. de; ARAÚJO, T. M. de R. Water quality: parameters and methods used for water analysis of surface water resources. Holos Environment, n. 19, v. 2, p. 205-219, 2019. http://dx.doi.org/10.14295/holos.v19i2.12315
RAVI, N. K.; JHA, P. K.; VARMA, K.; TRIPATHI, P.; GAUTAM, S. K.; RAM, K.; KUMAR, M.; TRIPATHI, V. Application of water quality index (WQI) and statistical techniques to assess water quality for drinking, irrigation, and industrial purposes of the Ghaghara River, India. Total Environment Research Themes, v. 6, e100049, 2023. https://doi.org/10.1016/j.totert.2023.100049
REIS, F. A. da S.; AMADO, F. D. R.; BENVENUTI, T. Quality of water supply and health risk factors in the community of Maria Jape in Ilhéus, Bahia. Revista Principia, v. 60, n. 1, e326, 2022. https://doi.org/10.18265/1517-0306a2021id6213
SANAE, B.; MOHAMMED, B. A.; NISRINE, I.; YOUNESS, G.; NARIMAN, O.; AZEDDIN, E. B.; MUSTAPHA, T.; HANANE, T.; ZAKIA, R. Assessment of surface water quality: Case study of Oued Fez catchment areas (Morocco). Environmental and Sustainability Indicators, v. 21, e100326, 2024. https://doi.org/10.1016/j.indic.2023.100326
SANTOS, M. L. S.; HOLANDA, P. da S.; PEREIRA, I.; RODRIGUES, S.; PEREIRA, J. A. R.; MESQUITA, A. Influence of tidal conditions on water quality in the Guamá River and Guajará Bay. Boletim Técnico Científico do CEPNOR. v. 14, n. 1, p. 17-25, 2014. https://doi.org/10.17080/1676-5664/btcc.v14n1p17-25
SCHNEIDER, R. M.; FREIRE, R.; SOARES, P. F.; FREITAS, F. H. de; TAVARES, C. R. G. The influence of land use occupancy in the water quality of two streams of the Pirapó river catchment area. Acta Scientiarum. Technology, v. 33, v. 3, p. 295-303. https://doi.org/10.4025/actascitechnol.v33i3.8385
SILVA, C. A. A.; NOLASCO, E.; COUTO JUNIOR, A. F.; SALEMI, L. F. Effect of climatic season on water turbidity of a water source: Implications for water quality management. Revista de Geografia, v. 38, n. 2, p 421-435, 2021. https://doi.org/10.51359/2238-6211.2021.249019
SOUZA, A. P. de; MOTA, L. L.; ZAMADEI, T.; MARTIN, C. C.; ALMEIDA, F. T. de; PAULINO, J. Climate classification and climatic water balance in Mato Grosso State, Brazil. Nativa, v. 1, n. 1, p. 34-43, 2013. https://doi.org/10.31413/nativa.v1i1.1334
VIDALETTI, V. F.; MARINS, A. C. de; SECCO, D.; RIZZI, R. L.; CHANG, P. Impact of land cover, slope and precipitation on soil water infiltration. Research, Society and Development, v. 10, n. 17, e193101724562, 2021. https://doi.org/10.33448/rsd-v10i17.24562
WANG, L.; HAN, X.; ZHANG, Y.; ZHANG, Q.; WAN, X.; LIANG, T.; SONG, H.; BOLAN, N.; SHAHEEN, S. M.; WHITE, J. R.; RINKLEBE, J. Impacts of land uses on spatio-temporal variations of seasonal water quality in a regulated river basin, Huai River, China. Science of the Total Environment, v. 857, Part 2, e159584, 2023. https://doi.org/10.1016/j.scitotenv.2022.159584
WANG, X.; YANG, W. Water quality monitoring and evaluation using remote sensing techniques in China: a systematic review. Ecosystem Health and Sustainability, v. 5, n. 1, p. 47-56, 2019. https://doi.org/10.1080/20964129.2019.1571443
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Copyright (c) 2026 Roselene Maria Schneider, Francielle Zerbinatto da Silva, Guilherme Fernando Sanches, Larissa Gabriela Portiliotti De Paula, Guilherme Modesto Santana, Daniela Roberta Borella, Adilson Pacheco de Souza

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