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# Fitting a Gumbel distribution using scipy's built-in functions for simplicity and stability |
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from scipy.stats import gumbel_r |
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# Provided water heights including the latest years up to 2024 |
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water_heights = [ |
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2.60, 1.48, 0.98, 1.99, 1.45, 1.51, 2.50, 1.53, 2.00, 1.69, 1.52, 1.34, 2.05, 2.13, 1.19, |
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2.60, 1.91, 1.78, 0.98, 1.49, 2.21, 1.60, 1.58, 1.68, 1.75, 1.61, 1.31, 2.60, 1.56, 3.20, |
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2.05, 2.35, 1.70, 1.84, 1.34, 1.70, 1.64, 3.24, 2.51, 1.43, 1.60, 2.24, 4.75, 2.33, 1.60, |
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1.90, 1.26, 1.55, 1.67, 1.68, 1.71, 1.91, 2.10, 2.06, 2.52, 2.91, 1.80, 2.32, 2.08, 2.00, |
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1.99, 1.77, 2.16, 1.25, 2.67, 1.73, 2.72, 2.61, 3.13, 1.18, 1.36, 1.71, 1.72, 2.21, 1.93, |