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Analyze and propose new water forecast data storage#5

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jaismith wants to merge 4 commits intomainfrom
cursor/analyze-and-propose-new-water-forecast-data-storage-b7a3
Draft

Analyze and propose new water forecast data storage#5
jaismith wants to merge 4 commits intomainfrom
cursor/analyze-and-propose-new-water-forecast-data-storage-b7a3

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Refactor forecast data storage to store entire forecasts in single DynamoDB entries to improve data integrity, query efficiency, and simplify analysis.


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