{ "cells": [ { "cell_type": "markdown", "id": "3de998e6", "metadata": {}, "source": [ "# Extreme Value Analysis Tutorial\n", "\n", "This notebook demonstrates how to use the `ExtremesAnalyzer` class for extreme value analysis, including return period calculations, block maxima extraction, and Peaks Over Threshold (POT) analysis.\n", "\n", "## Overview\n", "\n", "`ExtremesAnalyzer` is designed to:\n", "- Calculate return periods and return values for extreme events\n", "- Extract block maxima (annual, monthly, seasonal)\n", "- Perform Peaks Over Threshold (POT) analysis with declustering\n", "- Fit extreme value distributions (GEV, Gumbel, Weibull, GPD)\n", "- Visualize return level plots\n", "- Handle flexible time series formats (pandas, datetime64, numeric arrays)" ] }, { "cell_type": "markdown", "id": "ff7ead6f", "metadata": {}, "source": [ "## Setup and Data Generation\n", "\n", "Let's start by importing the necessary libraries and generating sample wind speed data using MagicA's synthetic data generator." ] }, { "cell_type": "code", "execution_count": null, "id": "8f4cd52c", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Generated 10957 daily wind speed measurements (30.0 years)\n", "Date range: 1990-01-01 to 2019-12-31\n", "Min: 2.11 m/s\n", "Max: 36.96 m/s\n", "Mean: 7.82 m/s\n", "Std: 3.48 m/s\n", "95th percentile: 13.55 m/s\n", "99th percentile: 22.09 m/s\n", "\n", "πŸ’‘ Data generated using MagicA's generate_wind_data() function\n" ] } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import magica as ma\n", "from magica.utils import generate_wind_data\n", "\n", "# Generate 30 years of daily wind speed data using MagicA\n", "wind_series, plots = generate_wind_data(\n", " n_years=30,\n", " freq='D',\n", " mean_wind=8.0,\n", " weibull_shape=2.5,\n", " seasonal_amplitude=0.3,\n", " n_storms_per_year=5,\n", " storm_duration_range=(2, 5),\n", " storm_intensity_range=(12, 20),\n", " random_seed=42,\n", " create_plots=True\n", ")\n", "\n", "# Display the plots\n", "plt.show()\n", "\n", "# Get basic statistics\n", "dates = wind_series.index\n", "wind_speeds = wind_series.values\n", "\n", "print(f\"Generated {len(wind_series)} daily wind speed measurements ({len(dates)/365:.1f} years)\")\n", "print(f\"Date range: {dates[0].date()} to {dates[-1].date()}\")\n", "print(f\"Min: {wind_speeds.min():.2f} m/s\")\n", "print(f\"Max: {wind_speeds.max():.2f} m/s\")\n", "print(f\"Mean: {wind_speeds.mean():.2f} m/s\")\n", "print(f\"Std: {wind_speeds.std():.2f} m/s\")\n", "print(f\"95th percentile: {np.percentile(wind_speeds, 95):.2f} m/s\")\n", "print(f\"99th percentile: {np.percentile(wind_speeds, 99):.2f} m/s\")\n", "print(f\"\\nπŸ’‘ Data generated using MagicA's generate_wind_data() function\")\n", "\n" ] }, { "cell_type": "markdown", "id": "24ee17ef", "metadata": {}, "source": [ "## Visualizing the Time Series\n", "\n", "Let's look at the complete time series and identify extreme events." ] }, { "cell_type": "markdown", "id": "c77c5e7f", "metadata": {}, "source": [ "## Basic Usage: Creating an ExtremesAnalyzer\n", "\n", "The `ExtremesAnalyzer` can be created from a `DataProcessor` using the `get_extremes_analyzer()` method. It automatically handles pandas Series with datetime indices." ] }, { "cell_type": "code", "execution_count": 6, "id": "21a0a209", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded data: DataProcessor(length=10957, dtype=float64)\n", "\n", "Created ExtremesAnalyzer: ExtremesAnalyzer(n_points=10957, time_span=30.0 years)\n", "Time span: 30.00 years\n", "Number of observations: 10957\n" ] } ], "source": [ "# Load data using MagicA's DataProcessor\n", "# The pandas Series with datetime index will be automatically preserved\n", "processor = ma.read_data(wind_series)\n", "print(f\"Loaded data: {processor}\")\n", "\n", "# Create ExtremesAnalyzer (time_unit='years' for return periods in years)\n", "extremes = processor.get_extremes_analyzer(time_unit='years')\n", "print(f\"\\nCreated ExtremesAnalyzer: {extremes}\")\n", "\n", "# Check the time span\n", "print(f\"Time span: {extremes.time_span:.2f} years\")\n", "print(f\"Number of observations: {len(extremes.data)}\")" ] }, { "cell_type": "markdown", "id": "64f74660", "metadata": {}, "source": [ "## Block Maxima Approach: Generalized Extreme Value (GEV) Distribution\n", "\n", "The Block Maxima method extracts the maximum value from fixed time blocks (e.g., annual maxima) and fits a GEV distribution. This is the classical approach in extreme value theory." ] }, { "cell_type": "code", "execution_count": 7, "id": "4e1dbcf5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Annual Maxima Analysis:\n", "Number of years: 30\n", "\n", "Annual maximum wind speeds:\n", " 1990: 28.12 m/s\n", " 1991: 27.15 m/s\n", " 1992: 23.58 m/s\n", " 1993: 21.92 m/s\n", " 1994: 27.78 m/s\n", " 1995: 27.95 m/s\n", " 1996: 24.83 m/s\n", " 1997: 24.74 m/s\n", " 1998: 26.78 m/s\n", " 1999: 33.76 m/s\n", " 2000: 30.86 m/s\n", " 2001: 29.43 m/s\n", " 2002: 28.12 m/s\n", " 2003: 16.50 m/s\n", " 2004: 21.75 m/s\n", " 2005: 25.50 m/s\n", " 2006: 36.96 m/s\n", " 2007: 24.97 m/s\n", " 2008: 25.25 m/s\n", " 2009: 31.48 m/s\n", " 2010: 20.04 m/s\n", " 2011: 25.87 m/s\n", " 2012: 29.53 m/s\n", " 2013: 30.45 m/s\n", " 2014: 31.82 m/s\n", " 2015: 29.54 m/s\n", " 2016: 26.29 m/s\n", " 2017: 26.69 m/s\n", " 2018: 23.72 m/s\n", " 2019: 24.56 m/s\n", "\n", "Statistics of annual maxima:\n", "Mean: 26.86 m/s\n", "Std: 4.08 m/s\n", "Min: 16.50 m/s\n", "Max: 36.96 m/s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/danilocoutodesouza/Documents/Programs_and_scripts/MagicA/magica/core/extremes_analyzer.py:460: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.\n", " resampled = series.resample(block_size).max()\n" ] } ], "source": [ "# Extract annual maxima\n", "annual_maxima, years = extremes.extract_block_maxima(block_size='Y', method='max')\n", "print(f\"Annual Maxima Analysis:\")\n", "print(f\"Number of years: {len(annual_maxima)}\")\n", "print(f\"\\nAnnual maximum wind speeds:\")\n", "for year, max_wind in zip(years, annual_maxima):\n", " print(f\" {year.year}: {max_wind:.2f} m/s\")\n", "print(f\"\\nStatistics of annual maxima:\")\n", "maxima_values = list(annual_maxima)\n", "print(f\"Mean: {np.mean(maxima_values):.2f} m/s\")\n", "print(f\"Std: {np.std(maxima_values):.2f} m/s\")\n", "print(f\"Min: {np.min(maxima_values):.2f} m/s\")\n", "print(f\"Max: {np.max(maxima_values):.2f} m/s\")" ] }, { "cell_type": "code", "execution_count": 33, "id": "a671d401", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Testing multiple extreme value distributions...\n", "======================================================================\n", "\n", "Fitting distributions to annual maxima...\n", "\n", "Testing 7 distributions...\n", " [1/7] Fitting genextreme...\n", " [2/7] Fitting gumbel_r...\n", " [3/7] Fitting weibull_min...\n", " [4/7] Fitting weibull_max...\n", " [5/7] Fitting lognorm...\n", " [6/7] Fitting gamma...\n", " [7/7] Fitting exponweib...\n", "βœ“ All distributions fitted successfully\n", "Best Distribution: gamma\n", "RMSE: 0.032312\n", "AIC: 175.48\n", "BIC: 179.69\n", "\n", "======================================================================\n", "BEST DISTRIBUTION: GAMMA\n", "======================================================================\n", "Fitted Parameters: [7708, -331, 0]\n", "\n", "Goodness-of-Fit Statistics:\n", " KS Statistic: 0.0869\n", " P-value: 0.9624\n", " Result: GOOD FIT βœ“ (Ξ± = 0.05)\n", "\n", "πŸ’‘ The gamma distribution provides the best fit to the annual maxima\n", " based on RMSE criterion. This will be used for return value calculations.\n" ] } ], "source": [ "# Create a new processor with annual maxima\n", "maxima_processor = ma.read_data(np.array(maxima_values))\n", "\n", "# Instead of assuming a distribution, let's test several\n", "# common extreme value distributions using AutoFitter\n", "print(\"Testing multiple extreme value distributions...\")\n", "print(\"=\" * 70)\n", "\n", "# Define distributions commonly used for extreme values\n", "extreme_distributions = [\n", " 'genextreme', # Generalized Extreme Value (GEV) - most general\n", " 'gumbel_r', # Gumbel (Type I) - special case of GEV\n", " 'weibull_min', # Weibull - commonly used for wind extremes\n", " 'weibull_max', # Weibull maximum\n", " 'lognorm', # Log-normal - sometimes used for extremes\n", " 'gamma', # Gamma distribution\n", " 'exponweib' # Exponentiated Weibull\n", "]\n", "\n", "# Create AutoFitter with extreme value distributions\n", "auto_fitter = maxima_processor.get_auto_fitter(\n", " candidates=extreme_distributions,\n", " criterion='rmse' # Use RMSE as primary criterion\n", ")\n", "\n", "# Find best distribution\n", "print(\"\\nFitting distributions to annual maxima...\\n\")\n", "best_result = auto_fitter.fit_best_distribution()\n", "\n", "print(f\"Best Distribution: {best_result['distribution']}\")\n", "print(f\"RMSE: {best_result['rmse']:.6f}\")\n", "print(f\"AIC: {best_result['aic']:.2f}\")\n", "print(f\"BIC: {best_result['bic']:.2f}\")\n", "\n", "# Use the best distribution for further analysis\n", "best_dist_name = best_result['distribution']\n", "\n", "# Create ExtremesAnalyzer with the best fitted distribution\n", "maxima_extremes = maxima_processor.get_extremes_analyzer()\n", "maxima_extremes.fit_distribution(best_dist_name)\n", "\n", "# Get fitted parameters\n", "params = maxima_extremes.fitted_params\n", "print(f\"\\n\" + \"=\" * 70)\n", "print(f\"BEST DISTRIBUTION: {best_dist_name.upper()}\")\n", "print(\"=\" * 70)\n", "print(f\"Fitted Parameters: {[round(param) for param in params]}\")\n", "\n", "# Evaluate goodness-of-fit for best distribution\n", "gof = maxima_extremes.goodness_of_fit(method='ks')\n", "print(f\"\\nGoodness-of-Fit Statistics:\")\n", "print(f\" KS Statistic: {gof['ks_statistic']:.4f}\")\n", "print(f\" P-value: {gof['p_value']:.4f}\")\n", "print(f\" Result: {'GOOD FIT βœ“' if gof['p_value'] > 0.05 else 'POOR FIT βœ—'} (Ξ± = 0.05)\")\n", "\n", "print(f\"\\nπŸ’‘ The {best_dist_name} distribution provides the best fit to the annual maxima\")\n", "print(f\" based on RMSE criterion. This will be used for return value calculations.\")" ] }, { "cell_type": "markdown", "id": "75a2b1f8", "metadata": {}, "source": [ "## Return Period and Return Value Analysis\n", "\n", "Now let's calculate return values for different return periods (e.g., 10-year, 50-year, 100-year wind speeds).\n", "\n", "**Important Note on Workflow:**\n", "- When working with block maxima (e.g., annual maxima), each data point already represents one time unit (e.g., 1 year)\n", "- The `ExtremesAnalyzer` can fit distributions directly using `fit_distribution()`\n", "- No need to fit the distribution on the `DataProcessor` first\n", "- The `time_unit` parameter is mainly for the original time series, not for the extracted maxima" ] }, { "cell_type": "code", "execution_count": 34, "id": "f850cfcb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Return Period Analysis (Block Maxima / GEV):\n", "============================================================\n", "Return Period Return Value (m/s) Design Use\n", "------------------------------------------------------------\n", "2 years 26.85 Operational limits\n", "5 years 30.29 Operational limits\n", "10 years 32.10 Standard structures\n", "20 years 33.60 Standard structures\n", "50 years 35.29 Important structures\n", "100 years 36.42 Critical infrastructure\n", "\n", "πŸ’‘ Interpretation:\n", " A 50-year return value has a 2% probability of being exceeded in any given year.\n", " Over a 50-year period, there's approximately a 63.4% chance of exceeding this value.\n" ] } ], "source": [ "# Calculate return values for various return periods\n", "# The maxima_extremes analyzer already has the fitted distribution\n", "return_periods = [2, 5, 10, 20, 50, 100]\n", "\n", "print(\"Return Period Analysis (Block Maxima / GEV):\")\n", "print(\"=\" * 60)\n", "print(f\"{'Return Period':<20} {'Return Value (m/s)':<20} {'Design Use'}\")\n", "print(\"-\" * 60)\n", "\n", "for T in return_periods:\n", " rv = maxima_extremes.return_value(T)\n", " \n", " # Suggest design use based on return period\n", " if T <= 5:\n", " design_use = \"Operational limits\"\n", " elif T <= 25:\n", " design_use = \"Standard structures\"\n", " elif T <= 50:\n", " design_use = \"Important structures\"\n", " else:\n", " design_use = \"Critical infrastructure\"\n", " \n", " print(f\"{T} years{'':<13} {rv:.2f}{'':<15} {design_use}\")\n", "\n", "print(\"\\nπŸ’‘ Interpretation:\")\n", "print(\" A 50-year return value has a 2% probability of being exceeded in any given year.\")\n", "print(\" Over a 50-year period, there's approximately a 63.4% chance of exceeding this value.\")" ] }, { "cell_type": "code", "execution_count": 35, "id": "b8c7e862", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Return Period for Specific Wind Speed Thresholds:\n", "============================================================\n", "Wind Speed (m/s) Return Period (years) Probability/year\n", "------------------------------------------------------------\n", "22 1.13 0.8837 (88.37%)\n", "24 1.32 0.7581 (75.81%)\n", "26 1.72 0.5824 (58.24%)\n", "28 2.57 0.3889 (38.89%)\n", "\n", "πŸ’‘ Example: A wind speed of 25 m/s has a return period of X years,\n", " meaning it's expected to be exceeded once every X years on average.\n" ] } ], "source": [ "# Calculate return periods for specific wind speed thresholds\n", "threshold_speeds = [22, 24, 26, 28]\n", "\n", "print(\"\\nReturn Period for Specific Wind Speed Thresholds:\")\n", "print(\"=\" * 60)\n", "print(f\"{'Wind Speed (m/s)':<20} {'Return Period (years)':<25} {'Probability/year'}\")\n", "print(\"-\" * 60)\n", "\n", "for speed in threshold_speeds:\n", " T = maxima_extremes.return_period(speed)\n", " prob = 1.0 / T if T > 0 else 0\n", " print(f\"{speed}{'':<16} {T:.2f}{'':<21} {prob:.4f} ({prob*100:.2f}%)\")\n", "\n", "print(\"\\nπŸ’‘ Example: A wind speed of 25 m/s has a return period of X years,\")\n", "print(\" meaning it's expected to be exceeded once every X years on average.\")" ] }, { "cell_type": "markdown", "id": "565f2143", "metadata": {}, "source": [ "## Visualization: Return Level Plot\n", "\n", "The return level plot is a fundamental diagnostic tool in extreme value analysis, showing both empirical and theoretical return levels." ] }, { "cell_type": "code", "execution_count": 36, "id": "958f5469", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "πŸ“Š Return Level Plot Interpretation:\n", " β€’ Blue points: Empirical return levels from observed annual maxima\n", " β€’ Red line: Theoretical return levels from fitted GEV distribution\n", " β€’ Shaded area: 95% confidence interval (if calculated)\n", " β€’ Good agreement indicates the GEV model fits well\n", " β€’ Deviations at high return periods are common due to extrapolation\n" ] } ], "source": [ "# Create return level plot\n", "fig, ax = plt.subplots(figsize=(12, 7))\n", "\n", "maxima_extremes.plot_return_levels(\n", " ax=ax,\n", " return_periods=np.logspace(np.log10(1.1), np.log10(200), 100), # From 1.1 to 200 years\n", " confidence_level=0.95,\n", ")\n", "\n", "# Add reference lines for common design return periods\n", "design_periods = [10, 50, 100]\n", "for T in design_periods:\n", " rv = maxima_extremes.return_value(T)\n", " ax.axhline(rv, color='gray', linestyle=':', linewidth=1, alpha=0.5)\n", " ax.axvline(T, color='gray', linestyle=':', linewidth=1, alpha=0.5)\n", " ax.text(T * 1.1, rv, f'{T}-year: {rv:.1f} m/s', fontsize=9, \n", " bbox=dict(boxstyle='round,pad=0.3', facecolor='white', alpha=0.7))\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(\"\\nπŸ“Š Return Level Plot Interpretation:\")\n", "print(\" β€’ Blue points: Empirical return levels from observed annual maxima\")\n", "print(\" β€’ Red line: Theoretical return levels from fitted GEV distribution\")\n", "print(\" β€’ Shaded area: 95% confidence interval (if calculated)\")\n", "print(\" β€’ Good agreement indicates the GEV model fits well\")\n", "print(\" β€’ Deviations at high return periods are common due to extrapolation\")" ] }, { "cell_type": "markdown", "id": "56d841a8", "metadata": {}, "source": [ "## Peaks Over Threshold (POT) Approach: Generalized Pareto Distribution (GPD)\n", "\n", "The POT method identifies all values exceeding a high threshold and fits a GPD to the exceedances. This approach uses more data than block maxima and can be more efficient." ] }, { "cell_type": "code", "execution_count": 37, "id": "94d62eed", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Threshold for POT analysis: 13.55 m/s (95th percentile)\n", "\n", "Peaks Over Threshold Analysis:\n", "Number of peaks identified: 340\n", "Average exceedance rate: 11.33 peaks/year\n", "\n", "First 10 peaks:\n", " 1. 1990-01-02 00:00:00: 14.16 m/s (exceedance: 0.61 m/s)\n", " 2. 1990-01-12 00:00:00: 14.91 m/s (exceedance: 1.36 m/s)\n", " 3. 1990-02-03 00:00:00: 14.01 m/s (exceedance: 0.46 m/s)\n", " 4. 1990-02-20 00:00:00: 14.26 m/s (exceedance: 0.71 m/s)\n", " 5. 1990-03-11 00:00:00: 14.40 m/s (exceedance: 0.85 m/s)\n", " 6. 1990-05-01 00:00:00: 15.16 m/s (exceedance: 1.61 m/s)\n", " 7. 1990-06-09 00:00:00: 19.67 m/s (exceedance: 6.12 m/s)\n", " 8. 1990-07-13 00:00:00: 16.42 m/s (exceedance: 2.87 m/s)\n", " 9. 1990-07-16 00:00:00: 15.82 m/s (exceedance: 2.26 m/s)\n", " 10. 1990-08-25 00:00:00: 16.13 m/s (exceedance: 2.57 m/s)\n" ] } ], "source": [ "# Choose threshold (e.g., 95th percentile)\n", "threshold = np.percentile(wind_speeds, 95)\n", "print(f\"Threshold for POT analysis: {threshold:.2f} m/s (95th percentile)\")\n", "\n", "# Extract peaks over threshold with declustering\n", "# min_separation ensures peaks are independent (at least 3 days apart)\n", "peaks, peak_times = extremes.peaks_over_threshold(\n", " threshold=threshold,\n", " min_separation=3 # days\n", ")\n", "\n", "print(f\"\\nPeaks Over Threshold Analysis:\")\n", "print(f\"Number of peaks identified: {len(peaks)}\")\n", "print(f\"Average exceedance rate: {len(peaks) / extremes.time_span:.2f} peaks/year\")\n", "print(f\"\\nFirst 10 peaks:\")\n", "for i, (peak, time) in enumerate(zip(peaks[:10], peak_times[:10])):\n", " print(f\" {i+1}. {time}: {peak:.2f} m/s (exceedance: {peak - threshold:.2f} m/s)\")" ] }, { "cell_type": "code", "execution_count": 38, "id": "86e0871b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "πŸ’‘ Declustering ensures peaks are independent (min 3 days apart)\n", " This avoids counting multiple observations from the same storm event.\n" ] } ], "source": [ "# Visualize the POT extraction\n", "fig, ax = plt.subplots(figsize=(14, 6))\n", "\n", "# Plot full time series\n", "ax.plot(dates, wind_speeds, linewidth=0.5, alpha=0.5, color='steelblue', label='All data')\n", "\n", "# Highlight threshold\n", "ax.axhline(threshold, color='red', linestyle='--', linewidth=2, label=f'Threshold ({threshold:.2f} m/s)', alpha=0.7)\n", "\n", "# Mark identified peaks\n", "ax.scatter(peak_times, peaks, color='red', s=50, zorder=5, label=f'Peaks (n={len(peaks)})', alpha=0.8)\n", "\n", "ax.set_xlabel('Date')\n", "ax.set_ylabel('Wind Speed (m/s)')\n", "ax.set_title('Peaks Over Threshold (POT) Identification with Declustering')\n", "ax.legend(loc='upper right')\n", "ax.grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(f\"\\nπŸ’‘ Declustering ensures peaks are independent (min {3} days apart)\")\n", "print(f\" This avoids counting multiple observations from the same storm event.\")" ] }, { "cell_type": "code", "execution_count": 39, "id": "56780fc8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fitted GPD Parameters (for exceedances):\n", "Shape (ΞΎ): 0.2944\n", "Location: 0.0022\n", "Scale (Οƒ): 2.0922\n", "\n", "Interpretation: Heavy-tailed distribution (higher probability of extremes)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/danilocoutodesouza/Documents/Programs_and_scripts/MagicA/magica/core/extremes_analyzer.py:113: UserWarning: No time information provided. Assuming uniform time spacing. Return periods will be in units of observation count.\n", " warnings.warn(\n" ] } ], "source": [ "# Fit GPD to exceedances (peaks - threshold)\n", "exceedances = peaks - threshold\n", "\n", "exceedance_processor = ma.read_data(exceedances)\n", "\n", "# Create ExtremesAnalyzer for exceedances\n", "# We specify time_unit='years' here because we'll need it for POT return value calculations\n", "# (which depend on the exceedance rate per year from the original series)\n", "pot_extremes = exceedance_processor.get_extremes_analyzer(time_unit='years')\n", "\n", "# Fit GPD (genpareto in SciPy) directly on the extremes analyzer\n", "pot_extremes.fit_distribution('genpareto')\n", "\n", "# Get fitted parameters\n", "gpd_params = pot_extremes.fitted_params\n", "print(f\"Fitted GPD Parameters (for exceedances):\")\n", "print(f\"Shape (ΞΎ): {gpd_params[0]:.4f}\")\n", "print(f\"Location: {gpd_params[1]:.4f}\")\n", "print(f\"Scale (Οƒ): {gpd_params[2]:.4f}\")\n", "\n", "# Interpret the shape parameter\n", "if gpd_params[0] > 0.1:\n", " print(f\"\\nInterpretation: Heavy-tailed distribution (higher probability of extremes)\")\n", "elif gpd_params[0] < -0.1:\n", " print(f\"\\nInterpretation: Short-tailed distribution (finite upper bound)\")\n", "else:\n", " print(f\"\\nInterpretation: Exponential-like tails\")" ] }, { "cell_type": "markdown", "id": "2120f5dc", "metadata": {}, "source": [ "## POT Return Value Calculation\n", "\n", "For POT analysis, return values must account for the exceedance rate and threshold." ] }, { "cell_type": "code", "execution_count": 40, "id": "a2e94cdf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Return Period Analysis (POT / GPD):\n", "============================================================\n", "Exceedance rate: 11.33 peaks/year\n", "Threshold: 13.55 m/s\n", "\n", "Return Period Return Value (m/s) Exceedance Level\n", "------------------------------------------------------------\n", "2 years 24.26 +10.71 m/s\n", "5 years 29.78 +16.22 m/s\n", "10 years 35.06 +21.50 m/s\n", "20 years 41.53 +27.98 m/s\n", "50 years 52.40 +38.85 m/s\n", "100 years 62.80 +49.25 m/s\n", "\n", "πŸ’‘ POT return values account for:\n", " β€’ The threshold level (base wind speed)\n", " β€’ The exceedance distribution (GPD)\n", " β€’ The rate of threshold exceedances\n" ] } ], "source": [ "# Calculate POT-based return values\n", "# Return value = threshold + GPD quantile adjusted for exceedance rate\n", "\n", "exceedance_rate = len(peaks) / extremes.time_span # peaks per year\n", "\n", "print(\"Return Period Analysis (POT / GPD):\")\n", "print(\"=\" * 60)\n", "print(f\"Exceedance rate: {exceedance_rate:.2f} peaks/year\")\n", "print(f\"Threshold: {threshold:.2f} m/s\\n\")\n", "print(f\"{'Return Period':<20} {'Return Value (m/s)':<20} {'Exceedance Level'}\")\n", "print(\"-\" * 60)\n", "\n", "for T in return_periods:\n", " # For POT, the return period relates to the probability of exceeding the threshold\n", " # P(X > x | X > u) = (1 - F_GPD(x-u))\n", " # Return level: x = u + scale * ((Ξ»T)^ΞΎ - 1) / ΞΎ, where Ξ» is exceedance rate\n", " \n", " # Using the fitted GPD to calculate the quantile\n", " prob = 1.0 / (exceedance_rate * T) # Probability in the GPD scale\n", " if prob < 1.0:\n", " exceedance_quantile = pot_extremes.ppf(1 - prob)\n", " rv_pot = threshold + exceedance_quantile\n", " else:\n", " rv_pot = np.nan\n", " \n", " if not np.isnan(rv_pot):\n", " exceedance = rv_pot - threshold\n", " print(f\"{T} years{'':<13} {rv_pot:.2f}{'':<15} +{exceedance:.2f} m/s\")\n", " else:\n", " print(f\"{T} years{'':<13} {'N/A':<20} {'N/A'}\")\n", "\n", "print(\"\\nπŸ’‘ POT return values account for:\")\n", "print(\" β€’ The threshold level (base wind speed)\")\n", "print(\" β€’ The exceedance distribution (GPD)\")\n", "print(\" β€’ The rate of threshold exceedances\")" ] }, { "cell_type": "markdown", "id": "7426f2c8", "metadata": {}, "source": [ "## Comparing Block Maxima vs POT Approaches\n", "\n", "Let's compare the return value estimates from both methods." ] }, { "cell_type": "markdown", "id": "cad22a91", "metadata": {}, "source": [ "## Advanced Declustering: Event-Wise vs Time-Based Separation\n", "\n", "When extracting peaks over threshold, we need to ensure independence between events. There are two main approaches:\n", "\n", "1. **Time-based separation**: Keep peaks separated by a minimum time interval (e.g., 3 days)\n", "2. **Event-wise declustering**: Identify consecutive periods above threshold as single events and extract only the maximum from each event\n", "\n", "Let's compare these approaches and see how different thresholds affect the number and characteristics of identified events." ] }, { "cell_type": "code", "execution_count": 41, "id": "affd6bfd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Declustering Method Comparison (90th percentile threshold)\n", "======================================================================\n", "Threshold: 11.78 m/s\n", "\n", "Method # Peaks Mean Peak Max Peak\n", "----------------------------------------------------------------------\n", "All exceedances 1096 15.26 36.96\n", "3-day separation 697 14.01 30.86\n", "Event-wise 700 14.96 36.96\n", "\n", "πŸ’‘ Event-wise declustering identified 700 independent storm events\n", " compared to 697 peaks with 3-day separation\n", " and 1096 total exceedances.\n" ] } ], "source": [ "# Compare different declustering methods at 90th percentile\n", "threshold_90 = np.percentile(wind_speeds, 90)\n", "\n", "# Method 1: No declustering (all exceedances)\n", "peaks_all, times_all = extremes.peaks_over_threshold(threshold=threshold_90)\n", "\n", "# Method 2: Time-based separation (3 days)\n", "peaks_3days, times_3days = extremes.peaks_over_threshold(\n", " threshold=threshold_90, \n", " min_separation=3\n", ")\n", "\n", "# Method 3: Event-wise (consecutive days as single event)\n", "peaks_eventwise, times_eventwise = extremes.peaks_over_threshold(\n", " threshold=threshold_90, \n", " event_wise=True\n", ")\n", "\n", "print(\"Declustering Method Comparison (90th percentile threshold)\")\n", "print(\"=\" * 70)\n", "print(f\"Threshold: {threshold_90:.2f} m/s\")\n", "print(f\"\\n{'Method':<25} {'# Peaks':<12} {'Mean Peak':<12} {'Max Peak'}\")\n", "print(\"-\" * 70)\n", "print(f\"{'All exceedances':<25} {len(peaks_all):<12} {np.mean(peaks_all):<12.2f} {np.max(peaks_all):.2f}\")\n", "print(f\"{'3-day separation':<25} {len(peaks_3days):<12} {np.mean(peaks_3days):<12.2f} {np.max(peaks_3days):.2f}\")\n", "print(f\"{'Event-wise':<25} {len(peaks_eventwise):<12} {np.mean(peaks_eventwise):<12.2f} {np.max(peaks_eventwise):.2f}\")\n", "\n", "print(f\"\\nπŸ’‘ Event-wise declustering identified {len(peaks_eventwise)} independent storm events\")\n", "print(f\" compared to {len(peaks_3days)} peaks with 3-day separation\")\n", "print(f\" and {len(peaks_all)} total exceedances.\")" ] }, { "cell_type": "code", "execution_count": 42, "id": "5fae8e6c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "πŸ“Š Interpretation:\n", " β€’ Top: Shows all days exceeding threshold (may include multiple days from same storm)\n", " β€’ Middle: Keeps peaks at least 3 days apart (may still miss some storm clusters)\n", " β€’ Bottom: One peak per storm event (consecutive days grouped together)\n" ] } ], "source": [ "# Visualize the difference between declustering methods\n", "fig, axes = plt.subplots(3, 1, figsize=(15, 12), sharex=True)\n", "\n", "# Plot 1: All exceedances\n", "ax = axes[0]\n", "ax.plot(dates, wind_speeds, linewidth=0.5, alpha=0.5, color='steelblue', label='All data')\n", "ax.axhline(threshold_90, color='orange', linestyle='--', linewidth=2, \n", " label=f'Threshold ({threshold_90:.2f} m/s)', alpha=0.7)\n", "ax.scatter(times_all, peaks_all, color='red', s=30, zorder=5, \n", " label=f'All exceedances (n={len(peaks_all)})', alpha=0.6)\n", "ax.set_ylabel('Wind Speed (m/s)')\n", "ax.set_title('Method 1: All Exceedances (No Declustering)')\n", "ax.legend(loc='upper right')\n", "ax.grid(True, alpha=0.3)\n", "\n", "# Plot 2: 3-day separation\n", "ax = axes[1]\n", "ax.plot(dates, wind_speeds, linewidth=0.5, alpha=0.5, color='steelblue', label='All data')\n", "ax.axhline(threshold_90, color='orange', linestyle='--', linewidth=2, \n", " label=f'Threshold ({threshold_90:.2f} m/s)', alpha=0.7)\n", "ax.scatter(times_3days, peaks_3days, color='green', s=50, zorder=5, \n", " label=f'3-day separation (n={len(peaks_3days)})', alpha=0.8, marker='^')\n", "ax.set_ylabel('Wind Speed (m/s)')\n", "ax.set_title('Method 2: Time-Based Declustering (3-day minimum separation)')\n", "ax.legend(loc='upper right')\n", "ax.grid(True, alpha=0.3)\n", "\n", "# Plot 3: Event-wise\n", "ax = axes[2]\n", "ax.plot(dates, wind_speeds, linewidth=0.5, alpha=0.5, color='steelblue', label='All data')\n", "ax.axhline(threshold_90, color='orange', linestyle='--', linewidth=2, \n", " label=f'Threshold ({threshold_90:.2f} m/s)', alpha=0.7)\n", "ax.scatter(times_eventwise, peaks_eventwise, color='purple', s=60, zorder=5, \n", " label=f'Event-wise (n={len(peaks_eventwise)})', alpha=0.8, marker='*')\n", "ax.set_xlabel('Date')\n", "ax.set_ylabel('Wind Speed (m/s)')\n", "ax.set_title('Method 3: Event-Wise Declustering (One peak per consecutive event)')\n", "ax.legend(loc='upper right')\n", "ax.grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(\"\\nπŸ“Š Interpretation:\")\n", "print(\" β€’ Top: Shows all days exceeding threshold (may include multiple days from same storm)\")\n", "print(\" β€’ Middle: Keeps peaks at least 3 days apart (may still miss some storm clusters)\")\n", "print(\" β€’ Bottom: One peak per storm event (consecutive days grouped together)\")" ] }, { "cell_type": "code", "execution_count": 43, "id": "c8fdf1e7", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "πŸ” Detailed Storm Analysis:\n", "Period shown: 1995-10-29 to 1995-11-28 (~1 month)\n", "Storm duration: 7 consecutive days above threshold\n", "\n", "Peaks identified in this window:\n", " β€’ All exceedances: 14 peaks\n", " β€’ 3-day separation: 6 peaks\n", " β€’ Event-wise: 3 peak(s)\n", "\n", "πŸ’‘ Notice how:\n", " - All exceedances captures every day above threshold (may count same storm multiple times)\n", " - 3-day separation reduces but may still capture multiple peaks from one extended storm\n", " - Event-wise correctly identifies this as a single storm event with one representative peak\n" ] } ], "source": [ "# Zoom in on a specific storm event to illustrate the differences\n", "# Find a period with multiple consecutive exceedances\n", "exceedance_mask = wind_speeds > threshold_90\n", "consecutive_periods = []\n", "in_period = False\n", "period_start = None\n", "\n", "for i, (date, exceeds) in enumerate(zip(dates, exceedance_mask)):\n", " if exceeds and not in_period:\n", " # Start of a new period\n", " period_start = i\n", " in_period = True\n", " elif not exceeds and in_period:\n", " # End of period\n", " consecutive_periods.append((period_start, i - 1))\n", " in_period = False\n", "\n", "# If still in a period at the end\n", "if in_period:\n", " consecutive_periods.append((period_start, len(dates) - 1))\n", "\n", "# Find the longest consecutive period (most interesting storm)\n", "longest_period = max(consecutive_periods, key=lambda x: x[1] - x[0])\n", "storm_center = (longest_period[0] + longest_period[1]) // 2\n", "\n", "# Extract 1 month window around this storm (Β±15 days)\n", "window_days = 15\n", "zoom_start = max(0, storm_center - window_days)\n", "zoom_end = min(len(dates) - 1, storm_center + window_days)\n", "\n", "zoom_dates = dates[zoom_start:zoom_end+1]\n", "zoom_winds = wind_speeds[zoom_start:zoom_end+1]\n", "\n", "# Filter peaks to this window\n", "mask_all = (times_all >= zoom_dates[0]) & (times_all <= zoom_dates[-1])\n", "mask_3days = (times_3days >= zoom_dates[0]) & (times_3days <= zoom_dates[-1])\n", "mask_eventwise = (times_eventwise >= zoom_dates[0]) & (times_eventwise <= zoom_dates[-1])\n", "\n", "zoom_peaks_all = peaks_all[mask_all]\n", "zoom_times_all = times_all[mask_all]\n", "zoom_peaks_3days = peaks_3days[mask_3days]\n", "zoom_times_3days = times_3days[mask_3days]\n", "zoom_peaks_eventwise = peaks_eventwise[mask_eventwise]\n", "zoom_times_eventwise = times_eventwise[mask_eventwise]\n", "\n", "# Create detailed zoom plot\n", "fig, axes = plt.subplots(3, 1, figsize=(15, 12), sharex=True)\n", "\n", "# Plot 1: All exceedances\n", "ax = axes[0]\n", "ax.plot(zoom_dates, zoom_winds, linewidth=2, color='steelblue', label='Wind speed', alpha=0.8)\n", "ax.axhline(threshold_90, color='orange', linestyle='--', linewidth=2, \n", " label=f'Threshold ({threshold_90:.2f} m/s)', alpha=0.7)\n", "ax.scatter(zoom_times_all, zoom_peaks_all, color='red', s=80, zorder=5, \n", " label=f'All exceedances (n={len(zoom_peaks_all)})', alpha=0.8, edgecolors='darkred', linewidth=1.5)\n", "ax.fill_between(zoom_dates, threshold_90, zoom_winds, \n", " where=(zoom_winds > threshold_90), alpha=0.2, color='red', label='Exceedance area')\n", "ax.set_ylabel('Wind Speed (m/s)', fontsize=11)\n", "ax.set_title('Method 1: All Exceedances - Zoom on Storm Event', fontsize=12, fontweight='bold')\n", "ax.legend(loc='upper right', fontsize=10)\n", "ax.grid(True, alpha=0.3)\n", "\n", "# Plot 2: 3-day separation\n", "ax = axes[1]\n", "ax.plot(zoom_dates, zoom_winds, linewidth=2, color='steelblue', label='Wind speed', alpha=0.8)\n", "ax.axhline(threshold_90, color='orange', linestyle='--', linewidth=2, \n", " label=f'Threshold ({threshold_90:.2f} m/s)', alpha=0.7)\n", "ax.scatter(zoom_times_3days, zoom_peaks_3days, color='green', s=100, zorder=5, \n", " label=f'3-day separation (n={len(zoom_peaks_3days)})', alpha=0.8, marker='^', \n", " edgecolors='darkgreen', linewidth=1.5)\n", "ax.fill_between(zoom_dates, threshold_90, zoom_winds, \n", " where=(zoom_winds > threshold_90), alpha=0.2, color='green', label='Exceedance area')\n", "ax.set_ylabel('Wind Speed (m/s)', fontsize=11)\n", "ax.set_title('Method 2: Time-Based Declustering - Zoom on Storm Event', fontsize=12, fontweight='bold')\n", "ax.legend(loc='upper right', fontsize=10)\n", "ax.grid(True, alpha=0.3)\n", "\n", "# Plot 3: Event-wise\n", "ax = axes[2]\n", "ax.plot(zoom_dates, zoom_winds, linewidth=2, color='steelblue', label='Wind speed', alpha=0.8)\n", "ax.axhline(threshold_90, color='orange', linestyle='--', linewidth=2, \n", " label=f'Threshold ({threshold_90:.2f} m/s)', alpha=0.7)\n", "ax.scatter(zoom_times_eventwise, zoom_peaks_eventwise, color='purple', s=120, zorder=5, \n", " label=f'Event-wise (n={len(zoom_peaks_eventwise)})', alpha=0.8, marker='*', \n", " edgecolors='indigo', linewidth=1.5)\n", "ax.fill_between(zoom_dates, threshold_90, zoom_winds, \n", " where=(zoom_winds > threshold_90), alpha=0.2, color='purple', label='Exceedance area')\n", "ax.set_xlabel('Date', fontsize=11)\n", "ax.set_ylabel('Wind Speed (m/s)', fontsize=11)\n", "ax.set_title('Method 3: Event-Wise Declustering - Zoom on Storm Event', fontsize=12, fontweight='bold')\n", "ax.legend(loc='upper right', fontsize=10)\n", "ax.grid(True, alpha=0.3)\n", "\n", "# Format x-axis\n", "for ax in axes:\n", " ax.tick_params(axis='both', labelsize=10)\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(f\"\\nπŸ” Detailed Storm Analysis:\")\n", "print(f\"Period shown: {zoom_dates[0].date()} to {zoom_dates[-1].date()} (~1 month)\")\n", "print(f\"Storm duration: {longest_period[1] - longest_period[0] + 1} consecutive days above threshold\")\n", "print(f\"\\nPeaks identified in this window:\")\n", "print(f\" β€’ All exceedances: {len(zoom_peaks_all)} peaks\")\n", "print(f\" β€’ 3-day separation: {len(zoom_peaks_3days)} peaks\")\n", "print(f\" β€’ Event-wise: {len(zoom_peaks_eventwise)} peak(s)\")\n", "print(f\"\\nπŸ’‘ Notice how:\")\n", "print(f\" - All exceedances captures every day above threshold (may count same storm multiple times)\")\n", "print(f\" - 3-day separation reduces but may still capture multiple peaks from one extended storm\")\n", "print(f\" - Event-wise correctly identifies this as a single storm event with one representative peak\")" ] }, { "cell_type": "markdown", "id": "285d1ba0", "metadata": {}, "source": [ "### Impact of Threshold Selection on Event Identification\n", "\n", "Different thresholds will identify different numbers of events with varying characteristics. Let's explore how threshold choice affects the storm identification." ] }, { "cell_type": "code", "execution_count": 44, "id": "f036d297", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Impact of Threshold on Event Characteristics (Event-Wise Declustering)\n", "==========================================================================================\n", "Percentile Threshold # Events Mean Peak Mean Duration Max Duration\n", "------------------------------------------------------------------------------------------\n", "85th 10.76 1018 13.78 1.6 8 days\n", "90th 11.78 700 14.96 1.6 7 days\n", "95th 13.55 321 17.86 1.7 7 days\n", "98th 17.57 116 23.53 1.9 5 days\n", "\n", "πŸ’‘ Key Observations:\n", " β€’ Higher thresholds β†’ Fewer but more intense events\n", " β€’ Lower thresholds β†’ More events, including weaker/shorter storms\n", " β€’ Event duration shows how long storms persist above threshold\n" ] } ], "source": [ "# Test different thresholds with event-wise declustering\n", "percentiles = [85, 90, 95, 98]\n", "threshold_results = {}\n", "\n", "for p in percentiles:\n", " thresh = np.percentile(wind_speeds, p)\n", " peaks_evt, times_evt = extremes.peaks_over_threshold(\n", " threshold=thresh,\n", " event_wise=True\n", " )\n", " \n", " # Calculate event statistics\n", " event_durations = []\n", " series = pd.Series(wind_speeds, index=dates)\n", " \n", " for event_time in times_evt:\n", " # Find the consecutive period around this peak\n", " event_mask = series > thresh\n", " # Find the continuous block containing this event\n", " idx_loc = series.index.get_loc(event_time)\n", " \n", " # Expand left\n", " start_idx = idx_loc\n", " while start_idx > 0 and event_mask.iloc[start_idx - 1]:\n", " start_idx -= 1\n", " \n", " # Expand right\n", " end_idx = idx_loc\n", " while end_idx < len(series) - 1 and event_mask.iloc[end_idx + 1]:\n", " end_idx += 1\n", " \n", " duration = end_idx - start_idx + 1\n", " event_durations.append(duration)\n", " \n", " threshold_results[p] = {\n", " 'threshold': thresh,\n", " 'n_events': len(peaks_evt),\n", " 'mean_peak': np.mean(peaks_evt),\n", " 'max_peak': np.max(peaks_evt),\n", " 'mean_duration': np.mean(event_durations) if event_durations else 0,\n", " 'max_duration': np.max(event_durations) if event_durations else 0,\n", " 'peaks': peaks_evt,\n", " 'times': times_evt\n", " }\n", "\n", "# Display results\n", "print(\"Impact of Threshold on Event Characteristics (Event-Wise Declustering)\")\n", "print(\"=\" * 90)\n", "print(f\"{'Percentile':<12} {'Threshold':<12} {'# Events':<12} {'Mean Peak':<12} {'Mean Duration':<15} {'Max Duration'}\")\n", "print(\"-\" * 90)\n", "\n", "for p in percentiles:\n", " res = threshold_results[p]\n", " print(f\"{p}th{'':<9} {res['threshold']:<12.2f} {res['n_events']:<12} \"\n", " f\"{res['mean_peak']:<12.2f} {res['mean_duration']:<15.1f} {res['max_duration']} days\")\n", "\n", "print(\"\\nπŸ’‘ Key Observations:\")\n", "print(\" β€’ Higher thresholds β†’ Fewer but more intense events\")\n", "print(\" β€’ Lower thresholds β†’ More events, including weaker/shorter storms\")\n", "print(\" β€’ Event duration shows how long storms persist above threshold\")" ] }, { "cell_type": "code", "execution_count": 46, "id": "3983ae0b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "πŸ“Š Interpretation:\n", " Left: Trade-off between event frequency and intensity\n", " Right: Higher thresholds capture only the most persistent events\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize threshold impact\n", "fig, ax = plt.subplots(1, 1, figsize=(8, 8))\n", "\n", "# Plot: Number of events vs threshold\n", "thresholds = [threshold_results[p]['threshold'] for p in percentiles]\n", "n_events = [threshold_results[p]['n_events'] for p in percentiles]\n", "mean_peaks = [threshold_results[p]['mean_peak'] for p in percentiles]\n", "\n", "ax_twin = ax.twinx()\n", "line1 = ax.plot(percentiles, n_events, 'o-', color='steelblue', linewidth=2, \n", " markersize=8, label='Number of events')\n", "line2 = ax_twin.plot(percentiles, mean_peaks, 's--', color='orange', linewidth=2, \n", " markersize=8, label='Mean peak intensity')\n", "\n", "ax.set_xlabel('Threshold Percentile')\n", "ax.set_ylabel('Number of Events', color='steelblue')\n", "ax_twin.set_ylabel('Mean Peak Wind Speed (m/s)', color='orange')\n", "ax.set_title('Threshold Selection Impact on Event Frequency and Intensity')\n", "ax.tick_params(axis='y', labelcolor='steelblue')\n", "ax_twin.tick_params(axis='y', labelcolor='orange')\n", "ax_twin.grid(True, alpha=0.3)\n", "\n", "# Combine legends\n", "lines = line1 + line2\n", "labels = [l.get_label() for l in lines]\n", "ax.legend(lines, labels, loc='upper left')\n", "\n", "print(\"\\nπŸ“Š Interpretation:\")\n", "print(\" Left: Trade-off between event frequency and intensity\")\n", "print(\" Right: Higher thresholds capture only the most persistent events\")" ] }, { "cell_type": "markdown", "id": "70efe51b", "metadata": {}, "source": [ "### Comparing GPD Fits: Event-Wise vs Time-Based Declustering\n", "\n", "Let's see how the choice of declustering method affects the fitted GPD distribution and return value estimates." ] }, { "cell_type": "code", "execution_count": 47, "id": "4395fd33", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GPD Parameter Comparison\n", "======================================================================\n", "Threshold: 11.78 m/s (90th percentile)\n", "\n", "Method # Peaks Shape (ΞΎ) Scale (Οƒ)\n", "----------------------------------------------------------------------\n", "3-day separation 697 0.1610 1.8546\n", "Event-wise 700 0.4381 1.9109\n", "\n", "\n", "Return Value Comparison (m/s)\n", "======================================================================\n", "Return Period 3-day separation Event-wise Difference\n", "----------------------------------------------------------------------\n", "10 years 27.96 54.97 +27.01\n", "50 years 36.15 103.66 +67.51\n", "100 years 40.39 137.81 +97.42\n", "\n", "πŸ’‘ Key Insights:\n", " β€’ Event-wise declustering reduces peak count (fewer independent events)\n", " β€’ This affects the exceedance rate and thus return value estimates\n", " β€’ Event-wise is more physically meaningful for clustered extremes (storms)\n", " β€’ Time-based separation is simpler but may over-count dependent events\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/danilocoutodesouza/Documents/Programs_and_scripts/MagicA/magica/core/extremes_analyzer.py:113: UserWarning: No time information provided. Assuming uniform time spacing. Return periods will be in units of observation count.\n", " warnings.warn(\n" ] } ], "source": [ "# Compare GPD fits with different declustering methods\n", "threshold_compare = threshold_90\n", "\n", "# Get peaks with both methods\n", "peaks_time, times_time = extremes.peaks_over_threshold(threshold=threshold_compare, min_separation=3)\n", "peaks_event, times_event = extremes.peaks_over_threshold(threshold=threshold_compare, event_wise=True)\n", "\n", "# Fit GPD to exceedances from both methods\n", "exceedances_time = peaks_time - threshold_compare\n", "exceedances_event = peaks_event - threshold_compare\n", "\n", "# Time-based declustering\n", "proc_time = ma.read_data(exceedances_time)\n", "pot_time = proc_time.get_extremes_analyzer(time_unit='years')\n", "pot_time.fit_distribution('genpareto')\n", "\n", "# Event-wise declustering\n", "proc_event = ma.read_data(exceedances_event)\n", "pot_event = proc_event.get_extremes_analyzer(time_unit='years')\n", "pot_event.fit_distribution('genpareto')\n", "\n", "# Compare parameters\n", "print(\"GPD Parameter Comparison\")\n", "print(\"=\" * 70)\n", "print(f\"Threshold: {threshold_compare:.2f} m/s (90th percentile)\")\n", "print(f\"\\n{'Method':<25} {'# Peaks':<12} {'Shape (ΞΎ)':<12} {'Scale (Οƒ)'}\")\n", "print(\"-\" * 70)\n", "\n", "params_time = pot_time.fitted_params\n", "params_event = pot_event.fitted_params\n", "\n", "print(f\"{'3-day separation':<25} {len(peaks_time):<12} {params_time[0]:<12.4f} {params_time[2]:.4f}\")\n", "print(f\"{'Event-wise':<25} {len(peaks_event):<12} {params_event[0]:<12.4f} {params_event[2]:.4f}\")\n", "\n", "# Calculate return values\n", "print(\"\\n\\nReturn Value Comparison (m/s)\")\n", "print(\"=\" * 70)\n", "print(f\"{'Return Period':<20} {'3-day separation':<20} {'Event-wise':<20} {'Difference'}\")\n", "print(\"-\" * 70)\n", "\n", "rate_time = len(peaks_time) / extremes.time_span\n", "rate_event = len(peaks_event) / extremes.time_span\n", "\n", "for T in [10, 50, 100]:\n", " # Time-based\n", " prob_time = 1.0 / (rate_time * T)\n", " if prob_time < 1.0:\n", " rv_time = threshold_compare + pot_time.ppf(1 - prob_time)\n", " else:\n", " rv_time = np.nan\n", " \n", " # Event-wise\n", " prob_event = 1.0 / (rate_event * T)\n", " if prob_event < 1.0:\n", " rv_event = threshold_compare + pot_event.ppf(1 - prob_event)\n", " else:\n", " rv_event = np.nan\n", " \n", " if not np.isnan(rv_time) and not np.isnan(rv_event):\n", " diff = rv_event - rv_time\n", " print(f\"{T} years{'':<13} {rv_time:<20.2f} {rv_event:<20.2f} {diff:+.2f}\")\n", "\n", "print(\"\\nπŸ’‘ Key Insights:\")\n", "print(\" β€’ Event-wise declustering reduces peak count (fewer independent events)\")\n", "print(\" β€’ This affects the exceedance rate and thus return value estimates\")\n", "print(\" β€’ Event-wise is more physically meaningful for clustered extremes (storms)\")\n", "print(\" β€’ Time-based separation is simpler but may over-count dependent events\")" ] }, { "cell_type": "code", "execution_count": 48, "id": "4017b006", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "πŸ“Š Plot Interpretation:\n", " Left: Both methods show good GPD fits (empirical and theoretical CDFs align)\n", " Right: Q-Q plot shows how well data follows GPD (points near diagonal = good fit)\n" ] } ], "source": [ "# Visualize the GPD fits\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(16, 6))\n", "\n", "# Plot 1: Empirical vs fitted CDF\n", "sorted_exc_time = np.sort(exceedances_time)\n", "sorted_exc_event = np.sort(exceedances_event)\n", "\n", "emp_cdf_time = np.arange(1, len(sorted_exc_time) + 1) / len(sorted_exc_time)\n", "emp_cdf_event = np.arange(1, len(sorted_exc_event) + 1) / len(sorted_exc_event)\n", "\n", "theo_cdf_time = pot_time.cdf(sorted_exc_time)\n", "theo_cdf_event = pot_event.cdf(sorted_exc_event)\n", "\n", "ax1.plot(sorted_exc_time, emp_cdf_time, 'o', color='blue', alpha=0.5, \n", " markersize=5, label='Empirical (3-day)')\n", "ax1.plot(sorted_exc_time, theo_cdf_time, '-', color='blue', linewidth=2, \n", " label='GPD fit (3-day)')\n", "ax1.plot(sorted_exc_event, emp_cdf_event, 's', color='red', alpha=0.5, \n", " markersize=5, label='Empirical (event-wise)')\n", "ax1.plot(sorted_exc_event, theo_cdf_event, '-', color='red', linewidth=2, \n", " label='GPD fit (event-wise)')\n", "ax1.set_xlabel('Exceedance (m/s)')\n", "ax1.set_ylabel('Cumulative Probability')\n", "ax1.set_title('GPD Fit Comparison: CDF')\n", "ax1.legend()\n", "ax1.grid(True, alpha=0.3)\n", "\n", "# Plot 2: Q-Q plot\n", "ax2.scatter(sorted_exc_time, pot_time.ppf(emp_cdf_time), \n", " color='blue', alpha=0.5, s=40, label='3-day separation')\n", "ax2.scatter(sorted_exc_event, pot_event.ppf(emp_cdf_event), \n", " color='red', alpha=0.5, s=40, label='Event-wise', marker='s')\n", "\n", "# Add diagonal line\n", "max_val = max(np.max(sorted_exc_time), np.max(sorted_exc_event))\n", "ax2.plot([0, max_val], [0, max_val], 'k--', linewidth=1, alpha=0.5, label='Perfect fit')\n", "\n", "ax2.set_xlabel('Empirical Quantiles')\n", "ax2.set_ylabel('Theoretical Quantiles (GPD)')\n", "ax2.set_title('Q-Q Plot')\n", "ax2.legend()\n", "ax2.grid(True, alpha=0.3)\n", "ax2.set_aspect('equal', adjustable='box')\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(\"\\nπŸ“Š Plot Interpretation:\")\n", "print(\" Left: Both methods show good GPD fits (empirical and theoretical CDFs align)\")\n", "print(\" Right: Q-Q plot shows how well data follows GPD (points near diagonal = good fit)\")" ] }, { "cell_type": "code", "execution_count": 49, "id": "c905c081", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Method Comparison: Block Maxima (GEV) vs POT (GPD)\n", "================================================================================\n", "Return Period GEV (m/s) GPD (m/s) Difference % Diff\n", "--------------------------------------------------------------------------------\n", "5 years 30.29 29.78 -0.52 -1.7%\n", "10 years 32.10 35.06 +2.96 +9.2%\n", "20 years 33.60 41.53 +7.93 +23.6%\n", "50 years 35.29 52.40 +17.11 +48.5%\n", "100 years 36.42 62.80 +26.38 +72.4%\n", "\n", "πŸ“Š Method Selection Guidelines:\n", "\n", "Block Maxima (GEV):\n", " βœ“ More robust, classical approach\n", " βœ“ Less sensitive to threshold selection\n", " βœ“ Better for data with clear seasonal structure\n", " βœ— Uses less data (only one value per block)\n", " βœ— Requires long time series for reliability\n", "\n", "Peaks Over Threshold (GPD):\n", " βœ“ More efficient, uses more extreme data\n", " βœ“ Better for short time series\n", " βœ“ Can adapt to changing extreme behavior\n", " βœ— Sensitive to threshold choice\n", " βœ— Requires careful declustering\n", " βœ— More complex implementation\n" ] } ], "source": [ "# Calculate return values from both methods\n", "comparison_periods = [5, 10, 20, 50, 100]\n", "\n", "gev_values = [maxima_extremes.return_value(T) for T in comparison_periods]\n", "\n", "# POT return values\n", "pot_values = []\n", "for T in comparison_periods:\n", " prob = 1.0 / (exceedance_rate * T)\n", " if prob < 1.0:\n", " exceedance_quantile = pot_extremes.ppf(1 - prob)\n", " pot_values.append(threshold + exceedance_quantile)\n", " else:\n", " pot_values.append(np.nan)\n", "\n", "# Comparison table\n", "print(\"Method Comparison: Block Maxima (GEV) vs POT (GPD)\")\n", "print(\"=\" * 80)\n", "print(f\"{'Return Period':<15} {'GEV (m/s)':<15} {'GPD (m/s)':<15} {'Difference':<15} {'% Diff'}\")\n", "print(\"-\" * 80)\n", "\n", "for T, gev_val, pot_val in zip(comparison_periods, gev_values, pot_values):\n", " if not np.isnan(pot_val):\n", " diff = pot_val - gev_val\n", " pct_diff = (diff / gev_val) * 100\n", " print(f\"{T} years{'':<8} {gev_val:<15.2f} {pot_val:<15.2f} {diff:<+15.2f} {pct_diff:+.1f}%\")\n", " else:\n", " print(f\"{T} years{'':<8} {gev_val:<15.2f} {'N/A':<15} {'N/A':<15} {'N/A'}\")\n", "\n", "print(\"\\nπŸ“Š Method Selection Guidelines:\")\n", "print(\"\\nBlock Maxima (GEV):\")\n", "print(\" βœ“ More robust, classical approach\")\n", "print(\" βœ“ Less sensitive to threshold selection\")\n", "print(\" βœ“ Better for data with clear seasonal structure\")\n", "print(\" βœ— Uses less data (only one value per block)\")\n", "print(\" βœ— Requires long time series for reliability\")\n", "print(\"\\nPeaks Over Threshold (GPD):\")\n", "print(\" βœ“ More efficient, uses more extreme data\")\n", "print(\" βœ“ Better for short time series\")\n", "print(\" βœ“ Can adapt to changing extreme behavior\")\n", "print(\" βœ— Sensitive to threshold choice\")\n", "print(\" βœ— Requires careful declustering\")\n", "print(\" βœ— More complex implementation\")" ] }, { "cell_type": "markdown", "id": "36ada850", "metadata": {}, "source": [ "## Visualizing Both Approaches Side-by-Side" ] }, { "cell_type": "code", "execution_count": 50, "id": "60dae9b3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create comparison plot\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(16, 6))\n", "\n", "# Plot 1: GEV return levels\n", "maxima_extremes.plot_return_levels(\n", " ax=ax1,\n", " return_periods=np.logspace(np.log10(1.1), np.log10(200), 100),\n", " confidence_level=0.95,\n", " title='Block Maxima Approach (GEV)'\n", ")\n", "\n", "# Plot 2: Exceedance distribution (GPD)\n", "sorted_exceedances = np.sort(exceedances)\n", "empirical_cdf = np.arange(1, len(sorted_exceedances) + 1) / len(sorted_exceedances)\n", "theoretical_cdf = pot_extremes.cdf(sorted_exceedances)\n", "\n", "ax2.plot(sorted_exceedances, empirical_cdf, 'bo', markersize=6, alpha=0.6, label='Empirical')\n", "ax2.plot(sorted_exceedances, theoretical_cdf, 'r-', linewidth=2, label='GPD fit')\n", "ax2.set_xlabel('Exceedance (m/s)')\n", "ax2.set_ylabel('Cumulative Probability')\n", "ax2.set_title('POT Approach: GPD Fit to Exceedances')\n", "ax2.legend()\n", "ax2.grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9e8ad065", "metadata": {}, "source": [ "## Advanced: Monthly and Seasonal Block Maxima\n", "\n", "Besides annual maxima, we can extract maxima from other time blocks." ] }, { "cell_type": "code", "execution_count": 51, "id": "a8893c46", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Monthly Maxima Analysis:\n", "Number of months: 360\n", "Mean monthly maximum: 15.32 m/s\n", "\n", "First 12 months:\n", "1: 14.91 m/s\n", "2: 14.54 m/s\n", "3: 14.40 m/s\n", "4: 10.28 m/s\n", "5: 28.12 m/s\n", "6: 19.67 m/s\n", "7: 19.66 m/s\n", "8: 18.29 m/s\n", "9: 10.83 m/s\n", "10: 23.00 m/s\n", "11: 24.49 m/s\n", "12: 16.24 m/s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/danilocoutodesouza/Documents/Programs_and_scripts/MagicA/magica/core/extremes_analyzer.py:460: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", " resampled = series.resample(block_size).max()\n" ] } ], "source": [ "# Extract monthly maxima\n", "monthly_maxima = extremes.extract_block_maxima(block_size='M', method='max')\n", "\n", "print(f\"Monthly Maxima Analysis:\")\n", "print(f\"Number of months: {len(monthly_maxima[1])}\")\n", "print(f\"Mean monthly maximum: {np.mean(list(monthly_maxima[0])):.2f} m/s\")\n", "print(f\"\\nFirst 12 months:\")\n", "for max_wind, month in zip(monthly_maxima[0][:12], monthly_maxima[1][:12]):\n", " print(f\"{month.month}: {max_wind:.2f} m/s\")" ] }, { "cell_type": "code", "execution_count": 52, "id": "9de0fbd1", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Most extreme month on average: Jan (19.87 m/s)\n", "Least extreme month on average: Jul (11.50 m/s)\n" ] } ], "source": [ "# Visualize seasonal variation in extremes\n", "# Convert monthly maxima to DataFrame for easier analysis\n", "# monthly_maxima is a tuple of (values, timestamps)\n", "monthly_values, monthly_dates = monthly_maxima\n", "\n", "monthly_df = pd.DataFrame({\n", " 'date': monthly_dates,\n", " 'max_wind': monthly_values\n", "})\n", "monthly_df['month'] = monthly_df['date'].dt.month\n", "monthly_df['month_name'] = monthly_df['date'].dt.strftime('%b')\n", "\n", "# Calculate monthly statistics\n", "monthly_stats = monthly_df.groupby(['month', 'month_name'])['max_wind'].agg(['mean', 'std', 'min', 'max']).reset_index()\n", "\n", "fig, ax = plt.subplots(figsize=(12, 6))\n", "\n", "# Plot mean with error bars\n", "months = monthly_stats['month'].values\n", "means = monthly_stats['mean'].values\n", "stds = monthly_stats['std'].values\n", "\n", "ax.plot(months, means, 'o-', linewidth=2, markersize=8, color='steelblue', label='Mean monthly maximum')\n", "ax.fill_between(months, means - stds, means + stds, alpha=0.3, color='steelblue', label='Β±1 std')\n", "ax.scatter(months, monthly_stats['max'], color='red', s=50, zorder=5, alpha=0.6, label='Absolute maximum')\n", "\n", "ax.set_xlabel('Month')\n", "ax.set_ylabel('Wind Speed (m/s)')\n", "ax.set_title('Seasonal Variation in Monthly Maximum Wind Speeds')\n", "ax.set_xticks(months)\n", "ax.set_xticklabels(monthly_stats['month_name'])\n", "ax.legend()\n", "ax.grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Find the most extreme month\n", "most_extreme_month = monthly_stats.loc[monthly_stats['mean'].idxmax()]\n", "print(f\"\\nMost extreme month on average: {most_extreme_month['month_name']} ({most_extreme_month['mean']:.2f} m/s)\")\n", "print(f\"Least extreme month on average: {monthly_stats.loc[monthly_stats['mean'].idxmin(), 'month_name']} \"\n", " f\"({monthly_stats['mean'].min():.2f} m/s)\")" ] }, { "cell_type": "markdown", "id": "4b6bbfee", "metadata": {}, "source": [ "## Goodness-of-Fit Assessment for Extreme Value Distributions\n", "\n", "Let's evaluate how well our distributions fit the extreme data using both statistical tests and visual diagnostics." ] }, { "cell_type": "code", "execution_count": 53, "id": "2cf31571", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Goodness-of-Fit Assessment:\n", "============================================================\n", "\n", "Block Maxima (GEV):\n", " Kolmogorov-Smirnov Test:\n", " Statistic: 0.086928\n", " P-value: 0.962403\n", " Result: Good fit βœ“ (Ξ± = 0.05)\n", " RMSE: 0.032312\n", "\n", "Peaks Over Threshold (GPD):\n", " Kolmogorov-Smirnov Test:\n", " Statistic: 0.042619\n", " P-value: 0.552774\n", " Result: Good fit βœ“ (Ξ± = 0.05)\n", " RMSE: 0.018108\n", "\n", "πŸ’‘ Note: Small sample sizes in extreme value analysis often result in\n", " lower statistical power. Visual inspection (see plots below) is equally important.\n" ] } ], "source": [ "# Goodness-of-fit for GEV (annual maxima)\n", "print(\"Goodness-of-Fit Assessment:\")\n", "print(\"=\" * 60)\n", "print(\"\\nBlock Maxima (GEV):\")\n", "\n", "ks_gev = maxima_extremes.goodness_of_fit('ks')\n", "print(f\" Kolmogorov-Smirnov Test:\")\n", "print(f\" Statistic: {ks_gev['ks_statistic']:.6f}\")\n", "print(f\" P-value: {ks_gev['p_value']:.6f}\")\n", "print(f\" Result: {'Good fit βœ“' if ks_gev['p_value'] > 0.05 else 'Poor fit βœ—'} (Ξ± = 0.05)\")\n", "\n", "rmse_gev = maxima_extremes.goodness_of_fit('rmse')\n", "print(f\" RMSE: {rmse_gev:.6f}\")\n", "\n", "# Goodness-of-fit for GPD (exceedances)\n", "print(\"\\nPeaks Over Threshold (GPD):\")\n", "\n", "ks_gpd = pot_extremes.goodness_of_fit('ks')\n", "print(f\" Kolmogorov-Smirnov Test:\")\n", "print(f\" Statistic: {ks_gpd['ks_statistic']:.6f}\")\n", "print(f\" P-value: {ks_gpd['p_value']:.6f}\")\n", "print(f\" Result: {'Good fit βœ“' if ks_gpd['p_value'] > 0.05 else 'Poor fit βœ—'} (Ξ± = 0.05)\")\n", "\n", "rmse_gpd = pot_extremes.goodness_of_fit('rmse')\n", "print(f\" RMSE: {rmse_gpd:.6f}\")\n", "\n", "print(\"\\nπŸ’‘ Note: Small sample sizes in extreme value analysis often result in\")\n", "print(\" lower statistical power. Visual inspection (see plots below) is equally important.\")" ] }, { "cell_type": "markdown", "id": "acb47aad", "metadata": {}, "source": [ "## Visual Goodness-of-Fit: Histograms and PDFs\n", "\n", "Let's visualize how well the fitted distributions match the observed data by comparing histograms with the theoretical probability density functions (PDFs)." ] }, { "cell_type": "code", "execution_count": 54, "id": "50573db1", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "================================================================================\n", "VISUAL GOODNESS-OF-FIT INTERPRETATION:\n", "================================================================================\n", "\n", "πŸ“Š LEFT COLUMN - Histogram vs PDF:\n", " β€’ Blue/Coral bars: Observed frequency of extreme values\n", " β€’ Red curves: Theoretical probability density from fitted distributions\n", " β€’ Good fit: PDF curve should follow the histogram shape closely\n", " β€’ Green dashed line: Mean of the observed data\n", "\n", "πŸ“ˆ RIGHT COLUMN - Q-Q Plots (Quantile-Quantile):\n", " β€’ Points: Comparison of observed vs theoretical quantiles\n", " β€’ Red dashed line: Perfect fit (y = x)\n", " β€’ Good fit: Points should lie close to the diagonal line\n", " β€’ Deviations at extremes are common due to sampling variability\n", "\n", "βœ… GEV (Top Row):\n", " β€’ P-value: 0.9624 β†’ GOOD FIT (Ξ± = 0.05)\n", " β€’ RMSE: 0.032312 (lower is better)\n", "\n", "βœ… GPD (Bottom Row):\n", " β€’ P-value: 0.5528 β†’ GOOD FIT (Ξ± = 0.05)\n", " β€’ RMSE: 0.018108 (lower is better)\n", "\n", "πŸ’‘ Note: Visual inspection is crucial in extreme value analysis.\n", " Even with acceptable p-values, always check if the fit makes physical sense!\n", "================================================================================\n" ] } ], "source": [ "# Create comprehensive visualization of goodness-of-fit\n", "fig, axes = plt.subplots(2, 2, figsize=(16, 12))\n", "\n", "# ============================================================================\n", "# TOP ROW: Block Maxima (GEV) Analysis\n", "# ============================================================================\n", "\n", "# Plot 1: Histogram + PDF for Annual Maxima (GEV)\n", "ax1 = axes[0, 0]\n", "ax1.hist(maxima_values, bins=8, density=True, alpha=0.7, color='steelblue', \n", " label='Observed annual maxima', edgecolor='black', linewidth=1)\n", "\n", "# Generate smooth curve for fitted GEV distribution\n", "x_gev = np.linspace(min(maxima_values) * 0.95, max(maxima_values) * 1.05, 200)\n", "pdf_gev = maxima_extremes.pdf(x_gev)\n", "ax1.plot(x_gev, pdf_gev, 'r-', linewidth=3, label='Fitted GEV PDF')\n", "\n", "# Mark the mean\n", "mean_maxima = np.mean(maxima_values)\n", "ax1.axvline(mean_maxima, color='green', linestyle='--', linewidth=2, \n", " label=f'Mean: {mean_maxima:.2f} m/s', alpha=0.7)\n", "\n", "ax1.set_xlabel('Annual Maximum Wind Speed (m/s)', fontsize=11)\n", "ax1.set_ylabel('Probability Density', fontsize=11)\n", "ax1.set_title('Block Maxima: GEV Distribution Fit', fontsize=13, fontweight='bold')\n", "ax1.legend(loc='upper right', fontsize=10)\n", "ax1.grid(True, alpha=0.3)\n", "\n", "# Add text box with GEV parameters\n", "param_text = f'GEV Parameters:\\nShape (ΞΎ): {params[0]:.4f}\\nLocation (ΞΌ): {params[1]:.2f}\\nScale (Οƒ): {params[2]:.2f}'\n", "ax1.text(0.02, 0.98, param_text, transform=ax1.transAxes, fontsize=9,\n", " verticalalignment='top', bbox=dict(boxstyle='round', facecolor='wheat', alpha=0.5))\n", "\n", "# Plot 2: Q-Q Plot for GEV\n", "ax2 = axes[0, 1]\n", "sorted_maxima = np.sort(maxima_values)\n", "n = len(sorted_maxima)\n", "empirical_probs = (np.arange(1, n + 1) - 0.5) / n\n", "theoretical_quantiles = maxima_extremes.ppf(empirical_probs)\n", "\n", "ax2.scatter(theoretical_quantiles, sorted_maxima, alpha=0.6, s=60, color='steelblue', \n", " edgecolor='black', linewidth=0.5, label='Data')\n", "# Add perfect fit line\n", "min_val = min(theoretical_quantiles.min(), sorted_maxima.min())\n", "max_val = max(theoretical_quantiles.max(), sorted_maxima.max())\n", "ax2.plot([min_val, max_val], [min_val, max_val], 'r--', linewidth=2, label='Perfect fit')\n", "\n", "ax2.set_xlabel('Theoretical Quantiles (GEV)', fontsize=11)\n", "ax2.set_ylabel('Observed Quantiles (m/s)', fontsize=11)\n", "ax2.set_title('Q-Q Plot: GEV Distribution', fontsize=13, fontweight='bold')\n", "ax2.legend(loc='upper left', fontsize=10)\n", "ax2.grid(True, alpha=0.3)\n", "\n", "# Add goodness-of-fit statistics\n", "gof_text = f'Goodness-of-Fit:\\nKS statistic: {ks_gev[\"ks_statistic\"]:.4f}\\nP-value: {ks_gev[\"p_value\"]:.4f}\\nRMSE: {rmse_gev:.4f}'\n", "ax2.text(0.98, 0.02, gof_text, transform=ax2.transAxes, fontsize=9,\n", " verticalalignment='bottom', horizontalalignment='right',\n", " bbox=dict(boxstyle='round', facecolor='lightgreen' if ks_gev['p_value'] > 0.05 else 'lightcoral', alpha=0.5))\n", "\n", "# ============================================================================\n", "# BOTTOM ROW: POT (GPD) Analysis\n", "# ============================================================================\n", "\n", "# Plot 3: Histogram + PDF for Exceedances (GPD)\n", "ax3 = axes[1, 0]\n", "ax3.hist(exceedances, bins=12, density=True, alpha=0.7, color='coral', \n", " label='Observed exceedances', edgecolor='black', linewidth=1)\n", "\n", "# Generate smooth curve for fitted GPD distribution\n", "x_gpd = np.linspace(0, max(exceedances) * 1.05, 200)\n", "pdf_gpd = pot_extremes.pdf(x_gpd)\n", "ax3.plot(x_gpd, pdf_gpd, 'darkred', linewidth=3, label='Fitted GPD PDF')\n", "\n", "# Mark the mean\n", "mean_exceedances = np.mean(exceedances)\n", "ax3.axvline(mean_exceedances, color='green', linestyle='--', linewidth=2, \n", " label=f'Mean: {mean_exceedances:.2f} m/s', alpha=0.7)\n", "\n", "ax3.set_xlabel('Exceedance above Threshold (m/s)', fontsize=11)\n", "ax3.set_ylabel('Probability Density', fontsize=11)\n", "ax3.set_title('POT: GPD Distribution Fit to Exceedances', fontsize=13, fontweight='bold')\n", "ax3.legend(loc='upper right', fontsize=10)\n", "ax3.grid(True, alpha=0.3)\n", "\n", "# Add text box with GPD parameters\n", "param_text_gpd = f'GPD Parameters:\\nShape (ΞΎ): {gpd_params[0]:.4f}\\nLocation: {gpd_params[1]:.2f}\\nScale (Οƒ): {gpd_params[2]:.2f}\\n\\nThreshold: {threshold:.2f} m/s'\n", "ax3.text(0.02, 0.98, param_text_gpd, transform=ax3.transAxes, fontsize=9,\n", " verticalalignment='top', bbox=dict(boxstyle='round', facecolor='wheat', alpha=0.5))\n", "\n", "# Plot 4: Q-Q Plot for GPD\n", "ax4 = axes[1, 1]\n", "sorted_exceedances = np.sort(exceedances)\n", "n_exc = len(sorted_exceedances)\n", "empirical_probs_exc = (np.arange(1, n_exc + 1) - 0.5) / n_exc\n", "theoretical_quantiles_exc = pot_extremes.ppf(empirical_probs_exc)\n", "\n", "ax4.scatter(theoretical_quantiles_exc, sorted_exceedances, alpha=0.6, s=50, color='coral', \n", " edgecolor='black', linewidth=0.5, label='Data')\n", "# Add perfect fit line\n", "min_val_exc = min(theoretical_quantiles_exc.min(), sorted_exceedances.min())\n", "max_val_exc = max(theoretical_quantiles_exc.max(), sorted_exceedances.max())\n", "ax4.plot([min_val_exc, max_val_exc], [min_val_exc, max_val_exc], 'darkred', \n", " linestyle='--', linewidth=2, label='Perfect fit')\n", "\n", "ax4.set_xlabel('Theoretical Quantiles (GPD)', fontsize=11)\n", "ax4.set_ylabel('Observed Quantiles (m/s)', fontsize=11)\n", "ax4.set_title('Q-Q Plot: GPD Distribution', fontsize=13, fontweight='bold')\n", "ax4.legend(loc='upper left', fontsize=10)\n", "ax4.grid(True, alpha=0.3)\n", "\n", "# Add goodness-of-fit statistics\n", "gof_text_gpd = f'Goodness-of-Fit:\\nKS statistic: {ks_gpd[\"ks_statistic\"]:.4f}\\nP-value: {ks_gpd[\"p_value\"]:.4f}\\nRMSE: {rmse_gpd:.4f}'\n", "ax4.text(0.98, 0.02, gof_text_gpd, transform=ax4.transAxes, fontsize=9,\n", " verticalalignment='bottom', horizontalalignment='right',\n", " bbox=dict(boxstyle='round', facecolor='lightgreen' if ks_gpd['p_value'] > 0.05 else 'lightcoral', alpha=0.5))\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(\"\\n\" + \"=\"*80)\n", "print(\"VISUAL GOODNESS-OF-FIT INTERPRETATION:\")\n", "print(\"=\"*80)\n", "print(\"\\nπŸ“Š LEFT COLUMN - Histogram vs PDF:\")\n", "print(\" β€’ Blue/Coral bars: Observed frequency of extreme values\")\n", "print(\" β€’ Red curves: Theoretical probability density from fitted distributions\")\n", "print(\" β€’ Good fit: PDF curve should follow the histogram shape closely\")\n", "print(\" β€’ Green dashed line: Mean of the observed data\")\n", "print(\"\\nπŸ“ˆ RIGHT COLUMN - Q-Q Plots (Quantile-Quantile):\")\n", "print(\" β€’ Points: Comparison of observed vs theoretical quantiles\")\n", "print(\" β€’ Red dashed line: Perfect fit (y = x)\")\n", "print(\" β€’ Good fit: Points should lie close to the diagonal line\")\n", "print(\" β€’ Deviations at extremes are common due to sampling variability\")\n", "print(\"\\nβœ… GEV (Top Row):\")\n", "print(f\" β€’ P-value: {ks_gev['p_value']:.4f} β†’ {'GOOD FIT' if ks_gev['p_value'] > 0.05 else 'POOR FIT'} (Ξ± = 0.05)\")\n", "print(f\" β€’ RMSE: {rmse_gev:.6f} (lower is better)\")\n", "print(\"\\nβœ… GPD (Bottom Row):\")\n", "print(f\" β€’ P-value: {ks_gpd['p_value']:.4f} β†’ {'GOOD FIT' if ks_gpd['p_value'] > 0.05 else 'POOR FIT'} (Ξ± = 0.05)\")\n", "print(f\" β€’ RMSE: {rmse_gpd:.6f} (lower is better)\")\n", "print(\"\\nπŸ’‘ Note: Visual inspection is crucial in extreme value analysis.\")\n", "print(\" Even with acceptable p-values, always check if the fit makes physical sense!\")\n", "print(\"=\"*80)" ] }, { "cell_type": "markdown", "id": "170ea7c7", "metadata": {}, "source": [ "## Summary Statistics and Report\n", "\n", "Let's generate a comprehensive summary of the extreme value analysis." ] }, { "cell_type": "code", "execution_count": 55, "id": "43822382", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EXTREME VALUE ANALYSIS SUMMARY REPORT\n", "================================================================================\n", "\n", "Dataset Information:\n", " Period: 1990-01-01 to 2019-12-31\n", " Duration: 30.00 years\n", " Total observations: 10957\n", " Time unit: years\n", "\n", "Data Statistics:\n", " Mean: 7.82 m/s\n", " Std Dev: 3.48 m/s\n", " Minimum: 2.11 m/s\n", " Maximum: 36.96 m/s\n", " 95th percentile: 13.55 m/s\n", " 99th percentile: 22.09 m/s\n", "\n", "Block Maxima Analysis:\n", " Annual maxima: 30 years\n", " Mean annual maximum: 26.86 m/s\n", " GEV shape parameter: 7707.7004\n", "\n", "POT Analysis:\n", " Threshold: 13.55 m/s (95th percentile)\n", " Number of peaks: 340\n", " Exceedance rate: 11.33 peaks/year\n", " GPD shape parameter: 0.2944\n", "\n", "Design Wind Speeds (GEV):\n", " 10-year return value: 32.10 m/s\n", " 50-year return value: 35.29 m/s\n", " 100-year return value: 36.42 m/s\n", "\n", "================================================================================\n" ] } ], "source": [ "# Get summary statistics from ExtremesAnalyzer\n", "summary = extremes.get_summary_statistics()\n", "\n", "print(\"EXTREME VALUE ANALYSIS SUMMARY REPORT\")\n", "print(\"=\" * 80)\n", "print(f\"\\nDataset Information:\")\n", "print(f\" Period: {dates[0].date()} to {dates[-1].date()}\")\n", "print(f\" Duration: {extremes.time_span:.2f} years\")\n", "print(f\" Total observations: {summary['n_observations']}\")\n", "print(f\" Time unit: {summary['time_unit']}\")\n", "\n", "print(f\"\\nData Statistics:\")\n", "print(f\" Mean: {summary['mean']:.2f} m/s\")\n", "print(f\" Std Dev: {summary['std']:.2f} m/s\")\n", "print(f\" Minimum: {summary['min']:.2f} m/s\")\n", "print(f\" Maximum: {summary['max']:.2f} m/s\")\n", "print(f\" 95th percentile: {summary['percentile_95']:.2f} m/s\")\n", "print(f\" 99th percentile: {summary['percentile_99']:.2f} m/s\")\n", "\n", "if summary['distribution_name']:\n", " print(f\"\\nFitted Distribution: {summary['distribution_name']}\")\n", " print(f\" Parameters: {summary['distribution_params']}\")\n", "\n", "print(f\"\\nBlock Maxima Analysis:\")\n", "print(f\" Annual maxima: {len(annual_maxima)} years\")\n", "print(f\" Mean annual maximum: {np.mean(maxima_values):.2f} m/s\")\n", "print(f\" GEV shape parameter: {params[0]:.4f}\")\n", "\n", "print(f\"\\nPOT Analysis:\")\n", "print(f\" Threshold: {threshold:.2f} m/s (95th percentile)\")\n", "print(f\" Number of peaks: {len(peaks)}\")\n", "print(f\" Exceedance rate: {exceedance_rate:.2f} peaks/year\")\n", "print(f\" GPD shape parameter: {gpd_params[0]:.4f}\")\n", "\n", "print(f\"\\nDesign Wind Speeds (GEV):\")\n", "for T in [10, 50, 100]:\n", " rv = maxima_extremes.return_value(T)\n", " print(f\" {T}-year return value: {rv:.2f} m/s\")\n", "\n", "print(\"\\n\" + \"=\" * 80)" ] }, { "cell_type": "markdown", "id": "1022c43a", "metadata": {}, "source": [ "## Best Practices and Recommendations\n", "\n", "### When to Use Extreme Value Analysis:\n", "\n", "1. **Design of structures** (wind turbines, buildings, bridges)\n", "2. **Risk assessment** (insurance, safety planning)\n", "3. **Climate studies** (return periods of extreme weather)\n", "4. **Ocean engineering** (extreme wave heights)\n", "5. **Hydrology** (flood return periods)\n", "\n", "### Key Guidelines:\n", "\n", "1. **Data Requirements:**\n", " - Minimum 10-30 years for reliable annual maxima analysis\n", " - Data should be stationary (no long-term trends)\n", " - Quality control is crucial for extreme values\n", "\n", "2. **Method Selection:**\n", " - **Use Block Maxima (GEV)** when:\n", " - You have long time series (>20 years)\n", " - Data has strong seasonal patterns\n", " - Simplicity and robustness are priorities\n", " \n", " - **Use POT (GPD)** when:\n", " - Time series is shorter (<20 years)\n", " - You want to use more extreme data\n", " - Extremes don't follow seasonal patterns\n", "\n", "3. **Threshold Selection (POT):**\n", " - Too low: violates GPD assumptions (not in tail)\n", " - Too high: insufficient data for fitting\n", " - Start with 90-95th percentile, adjust based on diagnostics\n", "\n", "4. **Declustering:**\n", " - Essential for POT to ensure independence\n", " - Separation time depends on phenomenon (storms: 3-7 days)\n", " - Use autocorrelation analysis to guide selection\n", "\n", "5. **Return Period Interpretation:**\n", " - T-year return value β‰  maximum in T years\n", " - It's the value exceeded on average once every T years\n", " - Annual exceedance probability = 1/T\n", "\n", "6. **Uncertainty:**\n", " - Extrapolation beyond observed data is uncertain\n", " - Always report confidence intervals\n", " - Be especially cautious with return periods > 2 Γ— record length\n", "\n", "7. **Model Validation:**\n", " - ⭐ **Visual diagnostics are ESSENTIAL** (not optional!)\n", " - **Always plot**:\n", " - Histogram vs PDF: Check if theoretical curve matches observed distribution\n", " - Q-Q plots: Assess deviations from theoretical quantiles\n", " - Return level plots: Validate extrapolation behavior\n", " - **Statistical tests alone are insufficient**:\n", " - P-values can be misleading with small samples (typical in EVA)\n", " - Visual inspection catches systematic deviations\n", " - Physical plausibility check requires visualization\n", " - Compare multiple models (GEV, Gumbel, Weibull)\n", " - **Red flags in plots**:\n", " - Systematic curvature in Q-Q plots (wrong distribution family)\n", " - Poor PDF match in tails (critical for return values)\n", " - Erratic behavior in return level plots beyond data range\n", "\n", "### Common Pitfalls to Avoid:\n", "\n", "- ❌ Using insufficient data length\n", "- ❌ Ignoring data quality issues\n", "- ❌ Not checking for trends/non-stationarity\n", "- ❌ Over-extrapolating beyond data range\n", "- ❌ Forgetting to decluster POT peaks\n", "- ❌ Ignoring seasonal effects\n", "- ❌ Not validating model assumptions\n", "- ❌ **Relying on p-values alone without visual inspection**\n", "- ❌ **Skipping histogram/PDF and Q-Q plots**\n", "\n", "### Recommended Workflow:\n", "\n", "```python\n", "# 1. Load time series data (pandas Series with datetime index)\n", "processor = ma.read_data(your_series)\n", "\n", "# 2. Create extremes analyzer\n", "extremes = processor.get_extremes_analyzer(time_unit='years')\n", "\n", "# 3. Block Maxima approach\n", "annual_maxima = extremes.extract_block_maxima(block_size='year')\n", "maxima_processor = ma.read_data(list(annual_maxima.values()))\n", "maxima_extremes = maxima_processor.get_extremes_analyzer(time_unit='years')\n", "maxima_extremes.fit_distribution('genextreme')\n", "\n", "# 4. Calculate design values\n", "rv_50 = maxima_extremes.return_value(50)\n", "\n", "# 5. Visualize and validate (CRITICAL STEP!)\n", "# Plot histograms, PDFs, and Q-Q plots to assess fit quality\n", "maxima_extremes.plot_return_levels()\n", "\n", "# 6. Compare with POT if needed\n", "peaks, peak_times = extremes.peaks_over_threshold(\n", " threshold=np.percentile(your_data, 95),\n", " min_separation=3\n", ")\n", "```" ] }, { "cell_type": "markdown", "id": "3414053a", "metadata": {}, "source": [ "## Further Reading\n", "\n", "### Key References:\n", "\n", "1. **Coles, S. (2001).** *An Introduction to Statistical Modeling of Extreme Values.* \n", " Springer. (The definitive textbook on extreme value theory)\n", "\n", "2. **Beirlant, J., et al. (2004).** *Statistics of Extremes: Theory and Applications.* \n", " Wiley.\n", "\n", "3. **Gumbel, E.J. (1958).** *Statistics of Extremes.* \n", " Columbia University Press. (Classic text)\n", "\n", "4. **Serinaldi, F. & Kilsby, C.G. (2014).** \n", " \"Rainfall extremes: Toward reconciliation after the battle of distributions.\" \n", " *Water Resources Research*, 50(1), 336-352.\n", "\n", "### Online Resources:\n", "\n", "- **R package 'extRemes'**: Excellent documentation and examples\n", "- **Python package 'pyextremes'**: Modern Python implementation\n", "- **NCAR's EVA Tutorial**: Practical guide for climate data\n", "\n", "### MagicA Documentation:\n", "\n", "- For more on distributions: See the AutoFitter tutorial\n", "- For Monte Carlo analysis: See the Monte Carlo stability tutorial\n", "- API reference: Check the ExtremesAnalyzer documentation" ] } ], "metadata": { "kernelspec": { "display_name": "paper_windfit", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 5 }