Uncertainty in suspended sediment load estimates for mountain rivers. Case of study of central andes in Peru

Sergio Morera-Julca, Abel Mejia-Marcacuzco, Jean Loup Guyot, Carlos Gálvez, Francisco Salinas, Manuel Collas, Eusebio Ingol-Blanco

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferenciaInvestigaciónrevisión exhaustiva

Resumen

This study evaluates the uncertainty in the estimation of annual and monthly sediment flows in four mountain basins of the Pacific Ocean in Peru. For this end, samples at different time scales (hourly, daily, and monthly) were recorded. The database was broken down into a numerical base to simulate several sampling frequencies. From these timing frequencies, the annual and monthly flow was computed. Likewise, we compare the observed and simulated data, calculating the degree of uncertainty using statistical tests. The results for the 25 and 75 percentiles show that there is a high temporal variability in these Andean watersheds, whose strategy of measurement of solid flows can vary from six to 12 days, thus underestimating ~ 20% annually. While for estimating suspended sediment yield (SY) to a monthly time step in the rainy season (December to May), a sampling frequency between 1-5 days, which would lead to a maximum error of ± 40% being needed. However, for the dry season (June to September), the sampling can be done one time per month for an error of ± 45%, which is less than 2% in an annual balance. Finally, the results show that the sampling frequency values mentioned above should be reduced to half, for exceptional events (rainy season) where the annual error estimate is around 300%.

Idioma originalInglés
Título de la publicación alojadaWorld Environmental and Water Resources Congress 2013
Subtítulo de la publicación alojadaShowcasing the Future - Proceedings of the 2013 Congress
Páginas3216-3225
Número de páginas10
EstadoPublicada - 18 nov 2013
EventoWorld Environmental and Water Resources Congress 2013: Showcasing the Future - Cincinnati, OH, Estados Unidos
Duración: 19 may 201323 may 2013

Serie de la publicación

NombreWorld Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress

Conferencia

ConferenciaWorld Environmental and Water Resources Congress 2013: Showcasing the Future
PaísEstados Unidos
CiudadCincinnati, OH
Período19/05/1323/05/13

Huella dactilar

suspended sediment
mountain
sampling
river
sediment yield
dry season
watershed
timescale
ocean
basin
sediment

Citar esto

Morera-Julca, S., Mejia-Marcacuzco, A., Guyot, J. L., Gálvez, C., Salinas, F., Collas, M., & Ingol-Blanco, E. (2013). Uncertainty in suspended sediment load estimates for mountain rivers. Case of study of central andes in Peru. En World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress (pp. 3216-3225). (World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress).
Morera-Julca, Sergio ; Mejia-Marcacuzco, Abel ; Guyot, Jean Loup ; Gálvez, Carlos ; Salinas, Francisco ; Collas, Manuel ; Ingol-Blanco, Eusebio. / Uncertainty in suspended sediment load estimates for mountain rivers. Case of study of central andes in Peru. World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress. 2013. pp. 3216-3225 (World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress).
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title = "Uncertainty in suspended sediment load estimates for mountain rivers. Case of study of central andes in Peru",
abstract = "This study evaluates the uncertainty in the estimation of annual and monthly sediment flows in four mountain basins of the Pacific Ocean in Peru. For this end, samples at different time scales (hourly, daily, and monthly) were recorded. The database was broken down into a numerical base to simulate several sampling frequencies. From these timing frequencies, the annual and monthly flow was computed. Likewise, we compare the observed and simulated data, calculating the degree of uncertainty using statistical tests. The results for the 25 and 75 percentiles show that there is a high temporal variability in these Andean watersheds, whose strategy of measurement of solid flows can vary from six to 12 days, thus underestimating ~ 20{\%} annually. While for estimating suspended sediment yield (SY) to a monthly time step in the rainy season (December to May), a sampling frequency between 1-5 days, which would lead to a maximum error of ± 40{\%} being needed. However, for the dry season (June to September), the sampling can be done one time per month for an error of ± 45{\%}, which is less than 2{\%} in an annual balance. Finally, the results show that the sampling frequency values mentioned above should be reduced to half, for exceptional events (rainy season) where the annual error estimate is around 300{\%}.",
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author = "Sergio Morera-Julca and Abel Mejia-Marcacuzco and Guyot, {Jean Loup} and Carlos G{\'a}lvez and Francisco Salinas and Manuel Collas and Eusebio Ingol-Blanco",
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Morera-Julca, S, Mejia-Marcacuzco, A, Guyot, JL, Gálvez, C, Salinas, F, Collas, M & Ingol-Blanco, E 2013, Uncertainty in suspended sediment load estimates for mountain rivers. Case of study of central andes in Peru. En World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress. World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress, pp. 3216-3225, Cincinnati, OH, Estados Unidos, 19/05/13.

Uncertainty in suspended sediment load estimates for mountain rivers. Case of study of central andes in Peru. / Morera-Julca, Sergio; Mejia-Marcacuzco, Abel; Guyot, Jean Loup; Gálvez, Carlos; Salinas, Francisco; Collas, Manuel; Ingol-Blanco, Eusebio.

World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress. 2013. p. 3216-3225 (World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress).

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferenciaInvestigaciónrevisión exhaustiva

TY - GEN

T1 - Uncertainty in suspended sediment load estimates for mountain rivers. Case of study of central andes in Peru

AU - Morera-Julca, Sergio

AU - Mejia-Marcacuzco, Abel

AU - Guyot, Jean Loup

AU - Gálvez, Carlos

AU - Salinas, Francisco

AU - Collas, Manuel

AU - Ingol-Blanco, Eusebio

PY - 2013/11/18

Y1 - 2013/11/18

N2 - This study evaluates the uncertainty in the estimation of annual and monthly sediment flows in four mountain basins of the Pacific Ocean in Peru. For this end, samples at different time scales (hourly, daily, and monthly) were recorded. The database was broken down into a numerical base to simulate several sampling frequencies. From these timing frequencies, the annual and monthly flow was computed. Likewise, we compare the observed and simulated data, calculating the degree of uncertainty using statistical tests. The results for the 25 and 75 percentiles show that there is a high temporal variability in these Andean watersheds, whose strategy of measurement of solid flows can vary from six to 12 days, thus underestimating ~ 20% annually. While for estimating suspended sediment yield (SY) to a monthly time step in the rainy season (December to May), a sampling frequency between 1-5 days, which would lead to a maximum error of ± 40% being needed. However, for the dry season (June to September), the sampling can be done one time per month for an error of ± 45%, which is less than 2% in an annual balance. Finally, the results show that the sampling frequency values mentioned above should be reduced to half, for exceptional events (rainy season) where the annual error estimate is around 300%.

AB - This study evaluates the uncertainty in the estimation of annual and monthly sediment flows in four mountain basins of the Pacific Ocean in Peru. For this end, samples at different time scales (hourly, daily, and monthly) were recorded. The database was broken down into a numerical base to simulate several sampling frequencies. From these timing frequencies, the annual and monthly flow was computed. Likewise, we compare the observed and simulated data, calculating the degree of uncertainty using statistical tests. The results for the 25 and 75 percentiles show that there is a high temporal variability in these Andean watersheds, whose strategy of measurement of solid flows can vary from six to 12 days, thus underestimating ~ 20% annually. While for estimating suspended sediment yield (SY) to a monthly time step in the rainy season (December to May), a sampling frequency between 1-5 days, which would lead to a maximum error of ± 40% being needed. However, for the dry season (June to September), the sampling can be done one time per month for an error of ± 45%, which is less than 2% in an annual balance. Finally, the results show that the sampling frequency values mentioned above should be reduced to half, for exceptional events (rainy season) where the annual error estimate is around 300%.

KW - Mountain Rivers

KW - Peru

KW - Solid Flow

KW - Suspended Sediment Load

KW - Uncertainty

UR - http://www.scopus.com/inward/record.url?scp=84887466505&partnerID=8YFLogxK

M3 - Contribución a la conferencia

SN - 9780784412947

T3 - World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress

SP - 3216

EP - 3225

BT - World Environmental and Water Resources Congress 2013

ER -

Morera-Julca S, Mejia-Marcacuzco A, Guyot JL, Gálvez C, Salinas F, Collas M y otros. Uncertainty in suspended sediment load estimates for mountain rivers. Case of study of central andes in Peru. En World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress. 2013. p. 3216-3225. (World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress).