Does determinism imply caos in hydrological variables?
In this paper we present several hydrological time series from Argentina that include, evapotranspiration, precipitation, and stream flow. We survey previous results and apply the 0-1 test for chaos to classify the sequences as regular or chaotic. Previous studies have shown evidence of chaos in sev...
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| Formato: | Artículo revista |
| Lenguaje: | Español Inglés |
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CURIHAM: Centro Universitario Rosario de Investigaciones Hidroambientales Facultad de Ciencias Exactas, Ingeniería y Agrimensura. Universidad Nacional de Rosario Director: Dr. Ing. Hernán Stenta Riobamba 245 bis, 2000 Rosario (Santa Fe), Argentina. Telefa
2022
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| Acceso en línea: | https://cuadernosdelcuriham.unr.edu.ar/index.php/CURIHAM/article/view/174 |
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I15-R229-article-1742023-08-01T17:15:40Z Does determinism imply caos in hydrological variables? ¿El determinismo implica caos en variables hidrologicas? Marotta, Sebastián Rivas , Raúl Guevara Ochoa, Christian Degano, María Florencia Hidrología Series de tiempo Test 0-1 de caos Evapotranspiración Precipitación Hydrology Time series 0-1 test for chaos Evapotranspiration Precipitation In this paper we present several hydrological time series from Argentina that include, evapotranspiration, precipitation, and stream flow. We survey previous results and apply the 0-1 test for chaos to classify the sequences as regular or chaotic. Previous studies have shown evidence of chaos in several observables from hydrology using the traditional phase space reconstruction method and the computation of Lyapunov exponents. The 0-1 test for chaos can be used as a first step to identify the type of time series, that later can be subjected to the more detailed analysis of the phase space reconstruction. Assuming that the systems that generated these time series are deterministic, the 0-1 test for chaos classifies all of them as chaotic En este artículo presentamos varias series de tiempo hidrológicas de Argentina que incluyen, evapotranspiración, precipitación y caudales. Revisamos previos resultados y aplicamos el test 0-1 de caos para clasificar las secuencias como regulares o caóticas. Estudios previos han demostrado evidencia de caos en muchos fenómenos hidrológicos usando el método tradicional de la reconstrucción del espacio de fase y el cálculo de exponentes de Lyapunov. El test 0-1 de caos puede ser usado como un primer paso para identificar el tipo de serie de tiempo, y que luego puede ser sujeta al análisis más detallado de la reconstrucción del espacio de fase. Si asumimos que los sistemas que generaron estas series de tiempo son determinísticos, el test 0-1 de caos las clasifica a todas ellas como caóticas. CURIHAM: Centro Universitario Rosario de Investigaciones Hidroambientales Facultad de Ciencias Exactas, Ingeniería y Agrimensura. Universidad Nacional de Rosario Director: Dr. Ing. Hernán Stenta Riobamba 245 bis, 2000 Rosario (Santa Fe), Argentina. Telefa 2022-03-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf text/html https://cuadernosdelcuriham.unr.edu.ar/index.php/CURIHAM/article/view/174 10.35305/curiham.v28i.174 Cuadernos del CURIHAM is a half-year publication of the Centro Universitario de Rosario of hydro-environmental research directed by Adelma Mancinelli. It is dedicated to spreading the results of basic and applied research as well as technological innovations on the realm of hidro-environmental issues. It may include field study results, interdisciplinary studies or studies on the state of art on the field: basic hydraulics, fluvial and hydrodinamics, superficial and underground hydrology, urban and stochastic hydrology, planning and management of hydric resources, environmental evaluation, pollution and quality of the water, politics and water legislation, regional hydro-environmental management, hydraulic construction, methods and techniques and everything related to hydro-environmental sciences.; Vol. 28 (2022) Cuadernos del CURIHAM; Vol. 28 (2022) 2683-8168 spa eng https://cuadernosdelcuriham.unr.edu.ar/index.php/CURIHAM/article/view/174/160 https://cuadernosdelcuriham.unr.edu.ar/index.php/CURIHAM/article/view/174/163 https://creativecommons.org/licenses/by-nc-sa/4.0/ |
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Universidad Nacional de Rosario |
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I-15 |
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R-229 |
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Cuadernos del CURIHAM |
| language |
Español Inglés |
| format |
Artículo revista |
| topic |
Hidrología Series de tiempo Test 0-1 de caos Evapotranspiración Precipitación Hydrology Time series 0-1 test for chaos Evapotranspiration Precipitation |
| spellingShingle |
Hidrología Series de tiempo Test 0-1 de caos Evapotranspiración Precipitación Hydrology Time series 0-1 test for chaos Evapotranspiration Precipitation Marotta, Sebastián Rivas , Raúl Guevara Ochoa, Christian Degano, María Florencia Does determinism imply caos in hydrological variables? |
| topic_facet |
Hidrología Series de tiempo Test 0-1 de caos Evapotranspiración Precipitación Hydrology Time series 0-1 test for chaos Evapotranspiration Precipitation |
| author |
Marotta, Sebastián Rivas , Raúl Guevara Ochoa, Christian Degano, María Florencia |
| author_facet |
Marotta, Sebastián Rivas , Raúl Guevara Ochoa, Christian Degano, María Florencia |
| author_sort |
Marotta, Sebastián |
| title |
Does determinism imply caos in hydrological variables? |
| title_short |
Does determinism imply caos in hydrological variables? |
| title_full |
Does determinism imply caos in hydrological variables? |
| title_fullStr |
Does determinism imply caos in hydrological variables? |
| title_full_unstemmed |
Does determinism imply caos in hydrological variables? |
| title_sort |
does determinism imply caos in hydrological variables? |
| description |
In this paper we present several hydrological time series from Argentina that include, evapotranspiration, precipitation, and stream flow. We survey previous results and apply the 0-1 test for chaos to classify the sequences as regular or chaotic. Previous studies have shown evidence of chaos in several observables from hydrology using the traditional phase space reconstruction method and the computation of Lyapunov exponents. The 0-1 test for chaos can be used as a first step to identify the type of time series, that later can be subjected to the more detailed analysis of the phase space reconstruction. Assuming that the systems that generated these time series are deterministic, the 0-1 test for chaos classifies all of them as chaotic |
| publisher |
CURIHAM: Centro Universitario Rosario de Investigaciones Hidroambientales Facultad de Ciencias Exactas, Ingeniería y Agrimensura. Universidad Nacional de Rosario Director: Dr. Ing. Hernán Stenta Riobamba 245 bis, 2000 Rosario (Santa Fe), Argentina. Telefa |
| publishDate |
2022 |
| url |
https://cuadernosdelcuriham.unr.edu.ar/index.php/CURIHAM/article/view/174 |
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2023-05-18T23:05:29Z |
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