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Recent Water Level Declines in the Lake Michigan-Huron System

机译:密歇根湖-休伦湖系统中最近的水位下降

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Great Lakes water levels have fluctuated over thousands of years. High water levels were a problem in the 1980s, but a recent sudden drop in Lakes Michigan and Huron has caused particular concern, in part because lower water levels are consistent with many global climate change scenarios. We examined water level data (1860-2006) representing Lakes Michigan and Huron to evaluate changes in both long-term and seasonal patterns over time, and explore relationships with candidate predictor variables. Our tools for this analysis included both Seasonal Trend decomposition using Loess (STL), and dynamic linear models (DLM). In addition to the recent decline, STL results reveal a sustained decline around 1900, a long-term periodicity of ~30 years, and an unexpected correspondence with sunspot activity. DLM results indicate a relationship with precipitation over a three-year lagged period, which has been essentially unchanging from 1900 to present. Additionally, the DLM highlights an underlying lake level decline beginning in ~1973 and continuing to the present, which may have been obscured by concurrently increasing precipitation into the 1990s. The current underlying decline might be related to a simultaneous evaporation increase, however, our model could not confirm this relationship, possibly due to the shorter period of record for evaporation data. We cannot be certain that the present observed water level drop is caused by factors related to global climate change, orthat it portends a long-term problem. However, because the underlying decline has been ongoing for ~33 years it may be prudent to include lower lake levels in future management planning.
机译:五大湖的水位波动了数千年。高水位是1980年代的一个问题,但是最近密歇根湖和休伦湖的突然下降引起了特别的关注,部分原因是低水位与许多全球气候变化情景相一致。我们检查了代表密歇根湖和休伦湖的水位数据(1860-2006年),以评估长期和季节性模式随时间的变化,并探索与候选预测变量的关系。我们用于此分析的工具包括使用黄土的季节性趋势分解(STL)和动态线性模型(DLM)。除了最近的下降外,STL结果还表明,在1900年左右持续下降,长期周期约为30年,并且与黑子活动有意外的对应关系。 DLM结果表明与三年滞后时期的降水之间存在关系,从1900年到现在,这一关系基本上没有变化。此外,DLM还强调了从1973年开始一直持续到现在的潜在湖泊水位下降,这可能被1990年代的降水量同时增加所掩盖。当前潜在的下降可能与同时蒸发增加有关,但是,我们的模型无法确认这种关系,这可能是因为蒸发数据的记录时间较短。我们不能确定当前观测到的水位下降是由与全球气候变化有关的因素造成的,还是预示着长期的问题。但是,由于潜在的下降已经持续了约33年,因此在未来的管理计划中纳入较低的湖泊水位可能是明智的。

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