淀山湖藍藻發生程度氣象預測模型
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上海市氣象局2008年面上科研開發項目(MS200819)和青浦區科技發展基金項目(青科發2009 30)資助


Prediction Model of Blue Green Alga Occurrence Based on Meteorological Factors in Dianshan Lake
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    摘要:

    為了為淀山湖藍藻控制提供技術依據,根據1998—2009年淀山湖藍藻發生程度和同期氣象資料,用相關分析方法分析淀山湖藍藻暴發的氣象條件,用逐步判別方法建立淀山湖藍藻發生程度的氣象預測模型。結果表明:主要影響淀山湖藍藻暴發的氣象因子是溫度。氣象指標為:7—8月平均氣溫大于等于29 ℃,6—9月日最高氣溫大于等于35 ℃日數大于等于16天,7—8月日照時數大于等于420 h,6—8月降水量小于等于420 mm;氣象預測模型Ⅰ(起報時間6月初)和模型Ⅱ(起報時間8月初)擬合的準確率分別為91.7%和100%;2010年試報,模型Ⅰ預測正確,模型Ⅱ預測值比實際值低1級。建立的淀山湖藍藻發生程度氣象預測模型可應用于業務。

    Abstract:

    In order to provide technical bases for blue green alga treatment, according to the data on the degree of blue algal occurrence in Dianshan Lake and the observation data from 1998 to 2009, an analysis is made of meteorological conditions for the occurrence of blue green algae by adopting the statistical method, and the prediction model is devised. The meteorological indexes of blue green alga bloom are: the mean temperature in July and August greater than 29℃; the number of hot days with daily maximum temperature above 35℃ is great than 16 days from June to September; the number of monthly sunlight hours is greater than 420 hours in July and August; the monthly rainfall is less than 420 mm from June to August. Based on the inspection of historical data, the result shows that the accuracy of Model Ⅰ (prediction starts in early June) and Model Ⅱ (prediction starts in early August) are 91.7% and 100%, respectively. The trial running in 2010 shows that the prediction result of Model Ⅰis correct and that of Model Ⅱ is 1 grade lower than the real, which can be applied in operational meteorological service.

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張德林,李軍,薛正平.淀山湖藍藻發生程度氣象預測模型[J].氣象科技,2012,40(3):481~484

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  • 收稿日期:2010-12-03
  • 定稿日期:2011-03-01
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  • 在線發布日期: 2012-05-31
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