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首页> 外文期刊>Estuaries and Coasts >Statistical Models of Temperature in the Sacramento–San Joaquin Delta Under Climate-Change Scenarios and Ecological Implications
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Statistical Models of Temperature in the Sacramento–San Joaquin Delta Under Climate-Change Scenarios and Ecological Implications

机译:气候变化情景下萨克拉曼多-圣华金三角洲温度的统计模型及其生态意义

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摘要

Changes in water temperatures caused by climate change in California’s Sacramento–San Joaquin Delta will affect the ecosystem through physiological rates of fishes and invertebrates. This study presents statistical models that can be used to forecast water temperature within the Delta as a response to atmospheric conditions. The daily average model performed well (R 2 values greater than 0.93 during verification periods) for all stations within the Delta and San Francisco Bay provided there was at least 1 year of calibration data. To provide long-term projections of Delta water temperature, we forced the model with downscaled data from climate scenarios. Based on these projections, the ecological implications for the delta smelt, a key species, were assessed based on temperature thresholds. The model forecasts increases in the number of days above temperatures causing high mortality (especially along the Sacramento River) and a shift in thermal conditions for spawning to earlier in the year.
机译:加利福尼亚州萨克拉曼多-圣华金河三角洲的气候变化引起的水温变化将通过鱼类和无脊椎动物的生理速率影响生态系统。这项研究提出了统计模型,可用于预测三角洲内的水温,以响应大气条件。如果有至少一年的校准数据,则三角洲和旧金山湾内所有气象站的日均模型运行良好(R 2值在验证期间大于0.93)。为了提供Delta水温的长期预测,我们使用来自气候情景的按比例缩小的数据对模型进行了强制。根据这些预测,基于温度阈值评估了三角洲冶炼厂(一种关键物种)的生态影响。该模型预测,气温升高会导致高死亡率(尤其是沿着萨克拉曼多河沿岸)的天数增加,并且产卵的热条件将转移到今年早些时候。

著录项

  • 来源
    《Estuaries and Coasts》 |2011年第3期|p.544-556|共13页
  • 作者单位

    Department of Civil and Environmental Engineering, University of California, Berkeley, 205 O’Brien Hall, Mail Code 1712, Berkeley, CA, 94720-1720, USA;

    Department of Civil and Environmental Engineering, University of California, Berkeley, 665 Davis Hall, Mail Code 1710, Berkeley, CA, 94720-1710, USA;

    U.S. Geological Survey, Placer Hall, 6000 J Street, Sacramento, CA, 95819-6129, USA;

    U.S. Geological Survey, UC San Diego, Scripps Institute of Oceanography, 9500 Gilman Drive, La Jolla, CA, 92093-0224, USA;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Climate change; Temperature model; Delta smelt;

    机译:气候变化温度模型三角洲熔炼;

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