This represents an overall trend of earlier thaw dates, although there were noticeable fluctuations between 1990 and 2000.
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Monitoring of Lake Ice Phenology Changes in Bosten Lake Based on Bayesian Change Detection Algorithm and Passive Microwave Remote Sensing (PMRS) Data.
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The sentences
The complete freeze date showed a trend of delay over the 44-year period, with significant fluctuation.