Effect of land use/cover maps resolution on the Una/PE river basin hydrological response using SWAT model

Authors

DOI:

https://doi.org/10.33448/rsd-v11i13.34352

Keywords:

Hydrology; Land use/cover; Uncertainties; Water balance; SWAT model.

Abstract

Several studies have extensively discussed the effects of land use/cover changes on the hydrological regime. The application of hydrological models to describe this type of process, with greater flexibility, rigor, and lower cost, has become promising for decision-making. Therefore, the objective of this work was to evaluate the effect of land use/cover map uncertainties on the Una River basin hydrological regime. In this work, the SWAT model was adopted for hydrological simulation, comparing IBGE and MapBiomas land use/cover changes maps. Firstly, careful work was done on database building, containing geospatial files and tabular data on the climatic conditions of the study region for 55 years period (1961-2016). The results obtained showed the feasibility of hydrological studies using computational modeling. The generalities presented in the IBGE data makes it less sensitive (when compared to the MapBiomas data) to the influences of land use/cover changes in the hydrological regime.

References

Allen, R. G., Pereira, L. S., Raes, D., & Smith, M. (1998). Crop evapotranspiration-Guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56. Fao, Rome, 300(9), D05109.

Andrade, M. A., Mello, C. R. D., & Beskow, S. (2013). Simulação hidrológica em uma bacia hidrográfica representativa dos Latossolos na região Alto Rio Grande, MG. Revista brasileira de engenharia agrícola e ambiental, 17, 69-76.

Arnold, J. G., Srinivasan, R., Muttiah, R. S., & Williams, J. R. (1998). Large area hydrologic modeling and assessment part I: model development 1. JAWRA Journal of the American Water Resources Association, 34(1), 73-89.

Bayer, D. M. (2014). Efeitos das mudanças de uso da terra no regime hidrológico de bacias de grande escala (Tese). UFRGS, Porto Alegre, RS.

Bayer, D. M., & Collischonn, W. (2013). Análise de sensibilidade do Modelo MGB-IPH a mudanças de uso da terra. Rbrh: revista brasileira de recursos hídricos. Porto Alegre, RS. 18(3) (jul./set. 2013), 165-179.

Beven, K. (2016). Facets of uncertainty: epistemic uncertainty, non-stationarity, likelihood, hypothesis testing, and communication. Hydrological Sciences Journal, 61(9), 1652-1665.

Caram, R. D. O. (2010). Mudanças no uso e cobertura do solo e resposta hidrológica da bacia do rio Piracicaba (Doctoral dissertation, Universidade de São Paulo).

Castilla, G., & Hay, G. J. (2007). Uncertainties in land use data. Hydrology and Earth System Sciences Discussions, 3(6), 3439-3472.

Cotter, A. S., Chaubey, I., Costello, T. A., Soerens, T. S., & Nelson, M. A. (2003). Water quality model output uncertainty as affected by spatial resolution of input data 1. JAWRA Journal of the American Water Resources Association, 39(4), 977-986.

Fan, J., Galoie, M., Motamedi, A., & Huang, J. (2021). Assessment of land cover resolution impact on flood modeling uncertainty. Hydrology Research, 52(1), 78-90.

Farias, V. E. M. D. (2021). Avaliação da influência das resoluções espaciais de MDE na estimativa do escoamento superficial de uma bacia hidrográfica usando o modelo SWAT+ (Dissertação). UFPB, João Pessoa, PB.

Gashaw, T., Tulu, T., Argaw, M., & Worqlul, A. W. (2018). Modeling the hydrological impacts of land use/land cover changes in the Andassa watershed, Blue Nile Basin, Ethiopia. Science of the Total Environment, 619, 1394-1408.

IBGE – Instituto Brasileiro de Geografia e Estatística. 2021. https://www.ibge.gov.br/.

Kennard, M. J., Mackay, S. J., Pusey, B. J., Olden, J. D., & Marsh, N. (2010). Quantifying uncertainty in estimation of hydrologic metrics for ecohydrological studies. River Research and Applications, 26(2), 137-156.

Kundu, S., Khare, D., & Mondal, A. (2017). Past, present, and future land use changes and their impact on water balance. Journal of environmental management, 197, 582-596.

Melo, A. G., & Goldfarb, M. C. (2012). Contribuição para modelagem de perfil longitudinal Bacia do Rio Una (PE). In: Congresso de Matemática aplicada e computacional. CMAC Nordeste, Anais... Natal – RN.

McIntyre, N., Ballard, C., Bruen, M., Bulygina, N., Buytaert, W., Cluckie, I., & Wheater, H. (2014). Modelling the hydrological impacts of rural land use change. Hydrology Research, 45(6), 737-754.

Melo, D. F. B. C., Ribeiro, M. H. G., Junior, E. C. A., & Gonçalves, E. A. P. (2018). Avaliação da Bacia do rio Una-Pernambuco: perspectiva da qualidade da água após a construção de 4 barragens para contenção de cheias (Evaluation of the Una-Pernambuco River Basin: Water Quality Perspective after Construction of 4 Flooding Containment Dams). Revista Brasileira de Geografia Física, 11(2), 612-627.

Mishra, V., Cherkauer, K. A., Niyogi, D., Lei, M., Pijanowski, B. C., Ray, D. K., & Yang, G. (2010). A regional scale assessment of land use/land cover and climatic changes on water and energy cycle in the upper Midwest United States. International Journal of Climatology, 30(13), 2025-2044.

Neitsch, S. L., Arnold, J. G., Kiniry, J. R., & Williams, J. R. (2011). Soil and water assessment tool theoretical documentation version 2009. Texas Water Resources Institute.

Qin, G., Liu, J., Wang, T., Xu, S., & Su, G. (2018). An integrated methodology to analyze the total nitrogen accumulation in a drinking water reservoir based on the SWAT model driven by CMADS: A case study of the Biliuhe Reservoir in Northeast China. Water, 10(11), 1535.

Ribeiro, G. F. (2021). Aplicação do modelo SWAT na análise dos componentes do balanço hídrico em diferentes usos e cobertura da terra na bacia hidrográfica do Ribeirão das Antas, Minas Gerais (Tese). UNICAMP, Campinas, SP.

Rodriguez, D. A. (2011). Impactos dos padrões espaciais da vegetação nas variáveis atmosférica e terrestre do ciclo hidrológico, em bacia de floresta amazônica. Instituto Nacional de Pesquisas Espaciais, 208pp.

Sharma, A., & Tiwari, K. N. (2014). A comparative appraisal of hydrological behavior of SRTM DEM at catchment level. Journal of Hydrology, 519, 1394-1404.

Souza, I. A., Maciel Netto, A.; Antonino, A. C. D., Kuntze, M. A. G. Variabilidade climática na bacia hidrográfica do rio Una-PE/Brasil e os seus efeitos na agricultura. (2004). Anais... Congresso Brasileiro de Meteorologia. Edição XIII – Fortaleza, CE.

Tavares, B. S., Corrêa, M. M., Souza, R. V. C. C., Scariotto, M. C., de Souza Mendes, I., & dos Santos Medeiros, L. R. (2018). Water quality in Una River Basin–Pernambuco. Revista Geama, 26-32.

Tucci, C. E. M. (1998). Modelos hidrológicos. Porto Alegre, RS: UFRGS/Associação Brasileira de Recursos Hídricos.

Tucci, C. E. (2002). Impactos da variabilidade climática e uso do solo sobre os recursos hídricos. Fórum Brasileiro de Mudanças Climáticas–Câmara Temática de Recursos Hídricos, Brasília, 150.

Wang, H., Wu, Z., & Hu, C. (2015). A comprehensive study of the effect of input data on hydrology and non-point source pollution modeling. Water resources management, 29(5), 1505-1521.

Zhuang, X. W., Li, Y. P., Nie, S., Fan, Y. R., & Huang, G. H. (2018). Analyzing climate change impacts on water resources under uncertainty using an integrated simulation-optimization approach. Journal of Hydrology, 556, 523-538.

Published

12/10/2022

How to Cite

VASCO, G.; SILVA, F. S.; PAZ, D. H.; FARIAS, M. M. E. .; BARBOSA , I. M. B. R. Effect of land use/cover maps resolution on the Una/PE river basin hydrological response using SWAT model. Research, Society and Development, [S. l.], v. 11, n. 13, p. e472111334352, 2022. DOI: 10.33448/rsd-v11i13.34352. Disponível em: https://rsdjournal.org/index.php/rsd/article/view/34352. Acesso em: 19 nov. 2024.

Issue

Section

Engineerings