Influence of land use and land cover on the water quality of the Pinacanauan de Tuguegarao River: A multi-buffer zone analysis

Paper Details

Research Paper 08/12/2025
Views (12)
current_issue_feature_image
publication_file

Influence of land use and land cover on the water quality of the Pinacanauan de Tuguegarao River: A multi-buffer zone analysis

Ely D. Cancejo*
J. Biodiv. & Environ. Sci. 27(6), 53-65, December 2025.
Copyright Statement: Copyright 2025; The Author(s).
License: CC BY-NC 4.0

Abstract

The study examined the influence of land use and land cover (LULC) on the water quality of the Pinacanauan de Tuguegarao (PdT) River, a designated Water Quality Management Area in northern Philippines. GIS and Pearson correlation analysis were used to determine the relationship between agriculture, forest, and built-up areas and water quality parameters using 500-m (n = 112), 1-km (n = 88), and 2-km (n = 64) buffer zones. Data used include focus group discussions (FGD), on-site visits, LULC from ESRI Sentinel-2 imagery with a 10-m resolution, and water quality monitoring results from the Environmental Management Bureau (EMB) Regional Office 2. The Kappa coefficient verified the accuracy of the processed LULC maps, ranging from 89% to 94%, indicating reliability for subsequent analyses. Results indicated that built-up areas exhibited positive correlations with nitrate, fecal coliform, TSS, BOD, temperature, and phosphate, and negative correlations with DO. These findings are consistent with the communities’ perceptions and field observations, such as direct drainage and sewage discharge, quarrying activities, and improper waste disposal, all of which contribute significantly to the deterioration of water quality. In contrast, forested areas demonstrated a buffering effect, showing negative correlations with nitrate, fecal coliform, TSS, temperature, BOD, and phosphate and a positive correlation with DO. Moreover, agricultural lands displayed negative correlations with temperature, nitrate, and color and a positive correlation with DO, likely mitigated by the presence of riparian vegetation. The study underscores that land use intensity and spatial scale significantly affect the water quality of the PdT River.

Akram M, Qian Z, Wenjun L. 2006. Policy analysis in grassland management of Xilingol Perfecture, Inner Mongolia. In The Future of Drylands. Springer, p. 493-505

Allan JD. 2004. Landscapes and riverscapes: The influence of land use on stream ecosystems. Annual Review of Ecology, Evolution, and Systematics 35, 257-284.

Allan JD, Castillo MM. 2007. Stream ecology: Structure and function of running waters (2nd ed.). Springer, p. 436-450.

ASEAN. 2017. Fifth ASEAN state of the environment report. Association of Southeast Asian Nations, p. 1-218.

Assegide E, Alamirew T, Bayabil H. 2022. Impacts of surface water quality in the Awash River Basin, Ethiopia: A systematic review. Frontiers in Water 3, 1-15.

Bo W, Wang X, Zhang Q, Xiao Y, Ouyang Z. 2017. Influence of Land Use and Point Source Pollution on Water Quality in a Developed Region: A Case Study in Shunde, China. International Journal of Environmental Research and Public Health 15, 1-9.

Bu H, Meng W, Zhang Y, Wan J. 2014. Relationships between land use patterns and water quality in the Taizi River Basin, China. Ecological Indicators 41, 187-197.

Burt TP, Pinay G, Matheson FE, Haycock N, Butturini A, Clement, JC, Maitre V. 2002. Water table fluctuations in the riparian zone: Comparative results from a pan-European experiment. Journal of Hydrology 265, 129-148.

Calder I. 2000. Land use impacts on water resources. Rome: Food and Agriculture Organization.

Camara M, Jamil NR, Abdullah AF. 2019. Impact of land uses on water quality in Malaysia: a review. Ecological Processess 8, 1-10.

Carpenter SR, Caraco N, Correl D, Howarth R, Sharpley A, Smith V. 1998. Nonpoint pollution of surface waters with phosphorus and nitrogen. Ecological Applications 8, 559-568.

Chen J, Wu H, Qian H, Zhang Q. 2018. Challenges and prospect of groundwater management in an agricultural plain along the Silk Road Economic Belt. International of Water Source Development 34, 354-368.

Cheng C, Zhang F, Shi J, Kung HT. 2022. What is the relationship between land use and surface water quality. A review and prospects from remote sensing perspective. Environmental Science and Pollution Research 29, 56887–56907.

Clark KE, Bravo VD, Giddings SN, Davis KA, Pawlak G, Torres MA. 2022. Land use and land cover shape river water quality at a continental caribbean land-ocean Interface. Frontiers in Water 4, 1-19.

Cohen J. 1988. Statistical Power Analysis for the Behavioral Sciences. Taylor and Francis Group, p. 1-590.

Crasswell E, Singh B. 2021. Fertilizers and nitrate pollution of surface and ground water: An increasingly pervasive global problem. Springer Nature Applied Sciences 3, 1-24.

Ding J, Jiang Y, Liu Q, Hou Z, Liao J, Fu L, Peng Q. 2016. Influences of the land use pattern on water quality in low-order streams of the Dongjiang River Basin, China: A multi-scale analysis. Science of the Total Environment 551-552, 205-216.

EMB. 2020. Pinacanauan de Tuguegarao Water Quality Data. Tuguegarao City, Cagayan: Environmental Management Bureau.

Encisa-Garcia J, Pulhin JM, Cruz RV, Simondac-Peria AC, Ramirez MA, De Luna CC. 2020. Land use/land cover changes assessment and forest fragmentation analysis in the Baroro River Watershed, La Union, Philippines. Journal of Environmental Science and Management 23, 14-28.

Fuller MR, Leinenbach P, Detenbeck NE, Labiosa R, Isaak DJ. 2025. Riparian vegetation shade restoration and loss effects on recent and future stream temperatures. Restoration Ecology 30, 1-17.

Gan Y, Zhang L, Zhang S. 2021. The suitability of titanium salts in coagulation removal of micropollutants and in alleviation of membrane fouling. Water Research 205, 1176-1192.

Giao NT. 2022. Surface water quality influenced by industrial wastewater effluent in an Giang Province, Vietnam. Journal of Science and Technology Research 4, 51-58.

Giri S, Qiu Z. 2016. Understanding the relationship of land uses and water quality in twenty first century: A review. Journal of Environmental Management 173, 41-48.

Gomez KA, Gomez AA. 1984. Statistical procedures for agricultural research, second edition. John Wiley and Sons, p. 680-704.

Huang W, Mao J, Zhu D, Lin C. 2019. Impacts of land use and land cover on water quality at multiple buffer-zone scales in a Lakeside City. Water 12, 47-64.

Kadir A, Ahmed Z, Uddin MM, Xie Z, and Kumar P. 2022. Integrated approach to quantify the impact of land use and land cover changes on water quality of Surma River, Sylhet, Bangladesh. Water 14, 1-17.

Kibena J, Nhapi I, Gumindoga W. 2014. Assessing the relationship between water quality parameters and changes in landuse patterns in the Upper Manyame River, Zimbabwe. Physics and Chemistry of the Earth 67-69, 153-163.

Kumar M, Khamis K, Stevens R, Hannah DM, Bradley C. 2024. In-situ optical water quality monitoring sensors-applications, challenges, and future opportunities. Frontiers in Water 6, 1-13.

Landis JR, Koch GG. 1977. The measurement of observer agreement for categorical data. Biometrics 33, 159-174.

Li S, Gu S, Liu W, Han H, Zhang Q. 2008. Water quality in relation to land use and land cover in the Upper Han River Basin, China. Catena 75, 216-222.

Lin L, Yang H, Xu X. 2022. Effects of water pollution on human health and disease heterogeneity: A review. Frontiers in Environmental Science 10, 1-16.

Mayer PM, Reynolds Jr SK, McCutchen MD, Canfield TJ. 2007. Meta-analysis of nitrogen removal in riparian buffers. Journal of Environmental Quality 36, 1172-1180.

Meyer JL, Paul MJ. 2001. Streams in the urban landscape. Annual Review of Ecology, Evolution, and Systematics 32, 333-365.

Namaalwa S, van Dam AA, Gettel GM, Kaggwa RC, Zsuffa I, Irvine K. 2020. The impact of wastewater discharge and agriculture on water quality and nutrient retention of Namatala Wetland, Eastern Uganda. Frontiers in Environmental Science 8, 1-16.

Newson M. 1992. Land, water and development: river basin systems and their sustainable management. London: Progress in Physical Geography: Earth and Environment 18(4).

Olilo CO, Onyando JO, Moturi WN, Muia AW, Ombui P, Shivoga WA, Roegner AF. 2016. Effect of vegetated filter strips on transport and deposition rates of Escherichia coli in overland flow in the eastern escarpments of the Mau Forest, Njoro River Watershed, Kenya. Energy, Ecology and Environment 1, 157-182.

Ongley EO. 1996. Control of water pollution from agriculture. Food and Agriculture Organization, p. 1-101.

Ramirez MA, Pulhin JM, Garcia JE, Tapia MA, Pulhin FB, Cruz RV, Inoue M. 2019. Landscape fragmentation, ecosystem services and local knowledge in the Baroro River Watershed, Northern Philippines. Resources 8, 1-29.

Rey-Romero DC, Domínguez I, Oviedo-Ocaña ER. 2022. Effect of agricultural activities on surface water quality from páramo ecosystems. Environmental Science and Reserach Pollution 29, 83169–83190.

Rice JS, Anderson WP, Thaxton CS. 2011. Urbanization influences on stream temperature behavior within low-discharge. Hydrological Research Letters 5, 27-31.

Schober P, Boer C, Schwarte LA. 2018. Correlation coefficients: Appropriate use and interpretation. Anesthesia and Analgesia 126, 1763-1768.

Seto KC, Güneralp B, Hutyra LR. 2012. Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools. Sustainability Science 109, 16083-16088.

Sweeney BW, Bott TL, Jackson JK. 2004. Riparian deforestation, stream narrowing, and loss of stream ecosystem services. Ecology 101, 14132-14137.

Tahiru AA, Doke A, Dzigbodi, Baatuuwie BN. 2020. Effect of land use and land cover changes on water quality in the Nawuni Catchment of the White Volta Basin, Northern Region, Ghana. Applied Water Science 10, 1-14.

Tong ST, Chen W. 2002. Modeling the relationship between land use and surface water quality. Journal of Environmental Management 66, 377-393.

UNESCO. 2018. Nature-based solutions for water. United Nations Educational, Scientific and Cultural Organization 5, 1-14.

Uriarte M, Yackulic CB, Lim Y, Arce-Nazario JA. 2011. Influence of land use on water quality in a tropical landscape: A multi-ccale. Landscape Ecology 26, 1151-1164.

USGS. 2018. Surface Water Use in the United States. United States Geological Survey.

Walsh CJ, Roy AH, Feminella JW, Cottingham PD, Groffman PM, Morgan II RP. 2005. The urban stream syndrome: current knowledge and the search for a cure. Journal of the North American Benthological Society 24, 706-723.

  1. 2019. Quality uknown: The invisible water crisis. World Bank.

WWF. 2023. Water crisis threatens $58 trillion in economic value, food security and sustainability. World Wild Life.

Yao X, Zeng C, Duan X, Wang Y. 2024. Effects of land use patterns on seasonal water quality in Chinese basins at multiple temporal and spatial scales. Ecological Indicators 166, 1124-1133.

Zhang X, Chen X, Zhang W, Peng H, Xu G, Zhao Y, Shen Z. 2022. Impact of land use changes on the surface runoff and nutrient load in the Three Gorges Reservoir Area, China. Sustainability 14, 1-21.

Zhang Z, Zhang F, Du J, Chen D, Zhang W. 2021. Impacts of land use at multiple buffer scales on seasonal water quality in a reticular river network area. PLOS ONE 16, 1-20.

Zhou, Q. 2014. A review of sustainable urban drainage systems considering the climate change and urbanization impacts. Water 6, 976-992.

Related Articles

Validation of satellite rainfall monitor (SRM) estimates against automated rain gauge observations in the Cagayan de Oro River Basin, Philippines

Elgin Joy N. Bonalos*, Johniel E. Babiera, Peter D. Suson, J. Biodiv. & Environ. Sci. 27(6), 79-90, December 2025.

Impact of waste from the municipal slaughterhouse in Nkongsamba on plant diversity (Littoral-Cameroon)

Valerie Njitat Tsama*, Yanick Borel Kamga, Adélaïde Tschimkap Nkidja, François Victor Nguetsop, Zache Ambang, J. Biodiv. & Environ. Sci. 27(6), 66-78, December 2025.

Prevalence of malaria and dengue virus co-infection in Delta State, Nigeria

P. A. Agbure, O. P.G. Nmorsi, A. O. Egwunyenga, J. Biodiv. & Environ. Sci. 27(6), 40-52, December 2025.

Different rates of paclobutrazol application on Ilocos white garlic (Allium sativum L.) under La Union condition

Evangeline P. Buccat, Analyn V. Sagun, Angelina T. Gonzales, J. Biodiv. & Environ. Sci. 27(6), 30-39, December 2025.

Cycloastragenol suppresses the abnormal proliferation of breast cancer cells in vitro

Saravanan Surya, Shanmugam M. Sivasankaran, Manoharan Pethanasamy, Azhamuthu Theerthu, Raju Kowsalya, J. Biodiv. & Environ. Sci. 27(6), 20-29, December 2025.

Biometric characteristics of Portunus validus (Herklots, 1851) from Loango Bay, Republic of the Congo

M. Mikia, A. Tsoumou, B. R. C. Olabi Obath, I. Mady-Goma Dirat, J. Biodiv. & Environ. Sci. 27(6), 9-19, December 2025.

Myrtenal downregulates hormonal receptors in DMBA induced mammary carcinoma in Sprague-Dawley rats

Manoharan Pethanasamy, Shanmugam M. Sivasankaran, Saravanan Surya, Raju Kowsalya, J. Biodiv. & Environ. Sci. 27(5), 143-151, November 2025.