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Rainfall and river flow trends using Mann–Kendall and Sen’s slope estimator statistical tests in the Cobres River basin

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Listed:
  • Richarde Silva
  • Celso Santos
  • Madalena Moreira
  • João Corte-Real
  • Valeriano Silva
  • Isabella Medeiros

Abstract

The main objective of this study is to obtain a better understanding of the spatial and temporal variability and trends of rainfall and river flow in the Cobres River basin, southern Portugal, using statistical tools. The present study is focused on the analysis of the trends in annual precipitations and river flow at a regional scale over 40 years (1960–2000). Datasets of daily precipitation recorded in eight rainfall stations and three river flow stations were analyzed. The nonparametric Mann–Kendall and Sen’s methods were used to determine whether there was a positive or negative trend in rainfall data with their statistical significance. A detailed statistical analysis applied to the river flow and rainfall time series of all gauges indicates that rainfall is highly temporally variable and there is a decrease in the annual rainfall amount for the period studied (1960–2000). Thus, there are signs of significant rainfall reduction in the basin, and in fact, some rain gauges show a small rainfall increase during the recent decades. The annual river flow variation has a cyclic behavior with a period length of approximately 10 years. The results seem integrated to the global and European continental scale findings: Decreasing trends are dominant for almost all indices; most of the calculated slopes are statistically insignificant; the distribution of positive and negative slopes in the area is extremely irregular; and the changes in basin are more significant compared to other studies. Copyright Springer Science+Business Media Dordrecht 2015

Suggested Citation

  • Richarde Silva & Celso Santos & Madalena Moreira & João Corte-Real & Valeriano Silva & Isabella Medeiros, 2015. "Rainfall and river flow trends using Mann–Kendall and Sen’s slope estimator statistical tests in the Cobres River basin," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 77(2), pages 1205-1221, June.
  • Handle: RePEc:spr:nathaz:v:77:y:2015:i:2:p:1205-1221
    DOI: 10.1007/s11069-015-1644-7
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    1. Hossein Tabari & Safar Marofi, 2011. "Changes of Pan Evaporation in the West of Iran," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(1), pages 97-111, January.
    2. P. C. D. Milly & K. A. Dunne & A. V. Vecchia, 2005. "Global pattern of trends in streamflow and water availability in a changing climate," Nature, Nature, vol. 438(7066), pages 347-350, November.
    3. Catarina Ramos & Eusébio Reis, 2002. "Floods in southern Portugal: their physical and human causes, impacts and human response," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 7(3), pages 267-284, September.
    4. Leila Hamlaoui-Moulai & Mohammed Mesbah & Doudja Souag-Gamane & Abderrahmane Medjerab, 2013. "Detecting hydro-climatic change using spatiotemporal analysis of rainfall time series in Western Algeria," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 65(3), pages 1293-1311, February.
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    Cited by:

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    3. Bilel Zerouali & Mohamed Chettih & Zaki Abda & Mohamed Mesbah & Celso Augusto Guimarães Santos & Reginaldo Moura Brasil Neto & Richarde Marques Silva, 2021. "Spatiotemporal meteorological drought assessment in a humid Mediterranean region: case study of the Oued Sebaou basin (northern central Algeria)," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 108(1), pages 689-709, August.
    4. Richarde Marques Silva & Celso Augusto Guimarães Santos & Jorge Flávio Cazé Braga Costa Silva & Alexandro Medeiros Silva & Reginaldo Moura Brasil Neto, 2020. "Spatial distribution and estimation of rainfall trends and erosivity in the Epitácio Pessoa reservoir catchment, Paraíba, Brazil," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 102(3), pages 829-849, July.
    5. Victor Ongoma & Haishan Chen & Chujie Gao & Aston Matwai Nyongesa & Francis Polong, 2018. "Future changes in climate extremes over Equatorial East Africa based on CMIP5 multimodel ensemble," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 90(2), pages 901-920, January.
    6. Mauricio Marrone, 2020. "Application of entity linking to identify research fronts and trends," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(1), pages 357-379, January.
    7. Sara Hashempour Motlagh Shirazi & Davar Khalili & Shahrokh Zand-Parsa & Amin Shirvani, 2022. "Spatio-temporal variability of extreme precipitation characteristics under different climatic conditions in Fars province, Iran," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(9), pages 11348-11368, September.

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