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The relationship between ENSO and Paraná River flow

机译:ENSO与巴拉那河流量之间的关系

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Several studies indicate that there is a relationship between the climaticvariability in the South American continent and alterations of the positionand intensity of the heat sources in the equatorial region. The El Niñophenomenon can influence the precipitation over some regions of SouthAmerica such as the Brazilian Northeast, Amazonia, South of Brazil andUruguay. Over 80% of Brazil's energy comes from hydropower, and decisionsconcerning future availability and pricing require forecasts of river flow,ideally several months in advance. In this work the relationship betweenthe Paraná River flow and the ENSO (El Niño/Southern Oscillation)mode is investigated and statistical forecasts of river flow are tested. Anevaluation of the relationship between the Pacific sea surface temperatureand the Paraná River flow indicates an ENSO pattern over the equatorialPacific. The time series of the ENSO mode obtained by applying principalcomponents analysis on the sea surface temperature (SST) were used aspredictors for the Paraná River flow forecast. Improvement in the modelforecast skill is also obtained by considering the lagged river flow timeseries as a predictor.
机译:多项研究表明,南美大陆的气候变化与赤道地区热源的位置和强度变化之间存在一定的关系。厄尔尼诺现象可以影响南美某些地区的降水,例如巴西东北部,亚马逊地区,巴西南部和乌拉圭。巴西80%以上的能源来自水力发电,有关未来可用性和价格的决策需要对河流流量进行预测,最好是提前几个月。在这项工作中,研究了巴拉那河流量与ENSO(厄尔尼诺/南方涛动)模式之间的关系,并测试了河流流量的统计预测。对太平洋海面温度与巴拉那河流量之间关系的评估表明,赤道太平洋上的ENSO模式。通过对海面温度(SST)进行主成分分析而获得的ENSO模式的时间序列被用作Paraná河流量预报的预报器。通过将滞后的河流流量时间序列视为预测变量,还可以提高模型预测能力。

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