{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Amsterdam Weather Analysis - KNMI Data\n", "\n", "Analysis of 10 years of hourly weather data from KNMI (Royal Netherlands Meteorological Institute).\n", "Data is in UTC with proper timezone handling.\n", "\n", "**Features:**\n", "- Temperature (°C) at 1.50m height\n", "- Wind speed (m/s) 10-minute average \n", "- Global horizontal irradiance (W/m²) hourly\n", "\n", "**Analysis:**\n", "1. Hourly model with daily/annual cycles\n", "2. Daily model with annual cycles\n", "3. Pairwise joint distributions\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [ "hide-input" ] }, "outputs": [], "source": [ "import matplotlib\n", "matplotlib.use('module://matplotlib_inline.backend_inline')\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "from cgmm import ConditionalGMMRegressor\n", "import warnings\n", "import os\n", "warnings.filterwarnings('ignore')\n", "\n", "# Set style\n", "plt.style.use('default')\n", "plt.rcParams['figure.figsize'] = (12, 8)\n", "plt.rcParams['font.size'] = 10\n", "\n", "# Colors\n", "colors = {'temp': '#e74c3c', 'wind': '#3498db', 'light': '#f1c40f'}\n", "\n", "os.makedirs('gallery_images', exist_ok=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load and Prepare Data\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data: 96,432 records from 2014-01-01 00:00:00 to 2024-12-31 23:00:00\n", "Columns: ['temp_c', 'wind_ms', 'ghi_wm2', 'wind_ms_log1p', 'ghi_wm2_log1p'] (wind_ms and ghi_wm2 log1p transformed)\n" ] }, { "data": { "text/html": [ "
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temp_cwind_msghi_wm2wind_ms_log1pghi_wm2_log1p
datetime
2014-01-01 00:00:006.27.00.02.0794420.0
2014-01-01 01:00:005.66.00.01.9459100.0
2014-01-01 02:00:006.26.00.01.9459100.0
2014-01-01 03:00:005.26.00.01.9459100.0
2014-01-01 04:00:004.96.00.01.9459100.0
\n", "
" ], "text/plain": [ " temp_c wind_ms ghi_wm2 wind_ms_log1p ghi_wm2_log1p\n", "datetime \n", "2014-01-01 00:00:00 6.2 7.0 0.0 2.079442 0.0\n", "2014-01-01 01:00:00 5.6 6.0 0.0 1.945910 0.0\n", "2014-01-01 02:00:00 6.2 6.0 0.0 1.945910 0.0\n", "2014-01-01 03:00:00 5.2 6.0 0.0 1.945910 0.0\n", "2014-01-01 04:00:00 4.9 6.0 0.0 1.945910 0.0" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Load data\n", "df = pd.read_csv('data/amsterdam_knmi_hourly.csv')\n", "df['datetime'] = pd.to_datetime(df['datetime'])\n", "df = df.set_index('datetime')\n", "\n", "# add a biut of noise to eliminate discretuztion artifacts\n", "\n", "df['wind_ms_log1p'] = np.log1p(df['wind_ms'])\n", "df['ghi_wm2_log1p'] = np.log1p(df['ghi_wm2'])\n", "\n", "\n", "print(f\"Data: {len(df):,} records from {df.index.min()} to {df.index.max()}\")\n", "print(f\"Columns: {list(df.columns)} (wind_ms and ghi_wm2 log1p transformed)\")\n", "df.head()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Hourly Model with Daily/Annual Cycles\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Features: 4, Targets: 3\n" ] } ], "source": [ "# Create cyclical features\n", "df['hour'] = df.index.hour\n", "df['day_of_year'] = df.index.dayofyear\n", "\n", "# Daily cycles\n", "df['daily_sin'] = np.sin(2 * np.pi * df['hour'] / 24)\n", "df['daily_cos'] = np.cos(2 * np.pi * df['hour'] / 24)\n", "\n", "# Annual cycles\n", "df['annual_sin'] = np.sin(2 * np.pi * df['day_of_year'] / 365.25)\n", "df['annual_cos'] = np.cos(2 * np.pi * df['day_of_year'] / 365.25)\n", "\n", "# Prepare data\n", "X_hourly = df[['daily_sin', 'daily_cos', 'annual_sin', 'annual_cos']].values\n", "y_hourly = df[['temp_c', 'wind_ms_log1p', 'ghi_wm2_log1p']].values\n", "\n", "print(f\"Features: {X_hourly.shape[1]}, Targets: {y_hourly.shape[1]}\")\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Hourly model fitted: 5 components\n" ] } ], "source": [ "# Fit hourly model\n", "model_hourly = ConditionalGMMRegressor(n_components=5, random_state=42)\n", "model_hourly.fit(X_hourly, y_hourly)\n", "print(f\"Hourly model fitted: {model_hourly.n_components} components\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Hourly Predictions and Plots (2023-2024)\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generated 1000 samples for 168 time points (Sep 1-7, 2024)\n" ] } ], "source": [ "# Get first week of September 2024\n", "mask_sep = (df.index.year == 2024) & (df.index.month == 9) & (df.index.day <= 7)\n", "df_plot = df[mask_sep].copy()\n", "X_plot = X_hourly[mask_sep]\n", "y_plot = y_hourly[mask_sep]\n", "\n", "# Generate samples\n", "n_samples = 1000\n", "samples = model_hourly.sample(X_plot, n_samples=n_samples)\n", "\n", "samples[:,:,1] = np.exp(samples[:,:,1]) - 1\n", "samples[:,:,2] = np.exp(samples[:,:,2]) - 1\n", "\n", "# Calculate percentiles\n", "percentiles = np.percentile(samples, [5, 50, 95], axis=1)\n", "p5, p50, p95 = percentiles[0], percentiles[1], percentiles[2]\n", "\n", "print(f\"Generated {samples.shape[1]} samples for {len(df_plot)} time points (Sep 1-7, 2024)\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot hourly predictions\n", "fig, axes = plt.subplots(3, 1, figsize=(8, 6), sharex=True)\n", "variables = ['temp_c', 'wind_ms', 'ghi_wm2']\n", "titles = ['Temperature (°C)', 'Wind Speed (m/s)', 'Global Irradiance (W/m²)']\n", "var_colors = [colors['temp'], colors['wind'], colors['light']]\n", "\n", "for i, (var, title, color) in enumerate(zip(variables, titles, var_colors)):\n", " ax = axes[i]\n", " \n", " # Actual data\n", " ax.plot(df_plot.index, df_plot[var], 'k-', alpha=0.7, linewidth=1, label='Actual')\n", " \n", " # Model percentiles\n", " ax.fill_between(df_plot.index, p5[:, i], p95[:, i], alpha=0.2, color=color, label='90% CI')\n", " ax.plot(df_plot.index, p50[:, i], '-', color=color, linewidth=2, label='Median')\n", " \n", " ax.set_title(title)\n", " ax.set_ylabel(title.split('(')[0].strip())\n", " ax.legend(loc='upper right')\n", " ax.grid(True, alpha=0.3)\n", " ax.spines[['right', 'top']].set_visible(False)\n", " \n", " if i == 2:\n", " ax.set_xlabel('Date')\n", "\n", "plt.suptitle('Daily Weather Predictions', fontsize=14)\n", "\n", "plt.tight_layout()\n", "plt.savefig('gallery_images/weather_hourly.png', dpi=150, bbox_inches='tight')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Daily Model with Annual Cycles\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Daily data: 4018 days from 2014-01-01 00:00:00 to 2024-12-31 00:00:00\n" ] } ], "source": [ "# Compute daily averages in original units first\n", "daily = df.groupby(df.index.date).agg({\n", " 'temp_c': 'mean',\n", " 'wind_ms': 'mean', \n", " 'ghi_wm2': 'mean',\n", " 'annual_sin': 'first',\n", " 'annual_cos': 'first'\n", "}).dropna()\n", "\n", "daily.index = pd.to_datetime(daily.index)\n", "daily['day_of_year'] = daily.index.dayofyear\n", "\n", "# Apply log1p transformation to daily averages\n", "daily['wind_ms_log1p'] = np.log1p(daily['wind_ms'])\n", "daily['ghi_wm2_log1p'] = np.log1p(daily['ghi_wm2'])\n", "\n", "# Prepare daily data - train on log1p transformed wind and light\n", "X_daily = daily[['annual_sin', 'annual_cos']].values\n", "y_daily = daily[['temp_c', 'wind_ms_log1p', 'ghi_wm2_log1p']].values\n", "\n", "print(f\"Daily data: {len(daily)} days from {daily.index.min()} to {daily.index.max()}\")\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Daily model fitted: 8 components\n" ] } ], "source": [ "# Fit daily model\n", "model_daily = ConditionalGMMRegressor(n_components=8, random_state=42)\n", "model_daily.fit(X_daily, y_daily)\n", "print(f\"Daily model fitted: {model_daily.n_components} components\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Daily Predictions and Plots (2023-2024)\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Daily samples: 1000 samples for 731 days\n" ] } ], "source": [ "# Get 2023-2024 daily data\n", "mask_daily = (daily.index.year >= 2023) & (daily.index.year <= 2024)\n", "daily_plot = daily[mask_daily].copy()\n", "X_daily_plot = X_daily[mask_daily]\n", "y_daily_plot = y_daily[mask_daily]\n", "\n", "# Generate daily samples\n", "samples_daily = model_daily.sample(X_daily_plot, n_samples=n_samples)\n", "\n", "# Transform samples back to original units\n", "samples_daily[:,:,1] = np.exp(samples_daily[:,:,1]) - 1 # wind_ms\n", "samples_daily[:,:,2] = np.exp(samples_daily[:,:,2]) - 1 # ghi_wm2\n", "\n", "percentiles_daily = np.percentile(samples_daily, [5, 50, 95], axis=1)\n", "p5_d, p50_d, p95_d = percentiles_daily[0], percentiles_daily[1], percentiles_daily[2]\n", "\n", "print(f\"Daily samples: {samples_daily.shape[1]} samples for {len(daily_plot)} days\")\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot daily predictions\n", "fig, axes = plt.subplots(3, 1, figsize=(8, 6), sharex=True)\n", "variables_daily = ['temp_c', 'wind_ms', 'ghi_wm2']\n", "titles_daily = ['Temperature (°C)', 'Wind Speed (m/s)', 'Global Irradiance (W/m²)']\n", "\n", "for i, (var, title, color) in enumerate(zip(variables_daily, titles_daily, var_colors)):\n", " ax = axes[i]\n", " \n", " # Actual data\n", " ax.plot(daily_plot.index, daily_plot[var], 'k-', alpha=0.8, linewidth=1, label='Actual')\n", " \n", " # Model percentiles\n", " ax.fill_between(daily_plot.index, p5_d[:, i], p95_d[:, i], alpha=0.2, color=color, label='90% CI')\n", " ax.plot(daily_plot.index, p50_d[:, i], '-', color=color, linewidth=2, label='Median')\n", " \n", " ax.set_title(title)\n", " ax.set_ylabel(title.split('(')[0].strip())\n", " ax.legend(loc='upper right')\n", " ax.grid(True, alpha=0.3)\n", " ax.spines[['right', 'top']].set_visible(False)\n", "\n", " \n", " if i == 2:\n", " ax.set_xlabel('Date')\n", "plt.suptitle('Seasonal Weather Predictions', fontsize=14)\n", "plt.tight_layout()\n", "plt.savefig('gallery_images/weather_daily.png', dpi=150, bbox_inches='tight')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Daily Pairwise Distributions (2024)\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2024 daily data: 366 days, 366000 samples\n" ] } ], "source": [ "# Get 2024 daily data\n", "mask_daily_2024 = daily.index.year == 2024\n", "daily_2024 = daily[mask_daily_2024]\n", "X_daily_2024 = X_daily[mask_daily_2024]\n", "y_daily_2024 = y_daily[mask_daily_2024]\n", "\n", "# Generate daily samples for 2024\n", "samples_daily_2024 = model_daily.sample(X_daily_2024, n_samples=n_samples)\n", "\n", "# Transform samples back to original units\n", "samples_daily_2024[:,:,1] = np.exp(samples_daily_2024[:,:,1]) - 1 # wind_ms\n", "samples_daily_2024[:,:,2] = np.exp(samples_daily_2024[:,:,2]) - 1 # ghi_wm2\n", "\n", "samples_daily_flat = samples_daily_2024.reshape(-1, 3)\n", "\n", "print(f\"2024 daily data: {len(daily_2024)} days, {samples_daily_flat.shape[0]} samples\")\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Daily pairwise plots\n", "fig, axes = plt.subplots(1, 3, figsize=(8, 6))\n", "pairs_daily = [(0, 1), (0, 2), (1, 2)]\n", "pair_names_daily = [('Temperature', 'Wind Speed'), ('Temperature', 'Irradiance'), ('Wind Speed', 'Irradiance')]\n", "\n", "for i, ((i1, i2), (name1, name2)) in enumerate(zip(pairs_daily, pair_names_daily)):\n", " ax = axes[i]\n", " \n", " # Actual data - use original units\n", " actual_temp = daily_2024['temp_c'].values\n", " actual_wind = daily_2024['wind_ms'].values\n", " actual_light = daily_2024['ghi_wm2'].values\n", " actual_data = np.column_stack([actual_temp, actual_wind, actual_light])\n", " \n", " ax.scatter(actual_data[:, i1], actual_data[:, i2], alpha=0.5, s=30, c='black', label='Actual')\n", " \n", " # Random subsample to match actual data count\n", " n_actual_daily = len(actual_data)\n", " n_samples_daily_subset = min(len(samples_daily_flat), n_actual_daily)\n", " sample_indices_daily = np.random.choice(len(samples_daily_flat), n_samples_daily_subset, replace=False)\n", " samples_daily_subset = samples_daily_flat[sample_indices_daily]\n", " \n", " ax.scatter(samples_daily_subset[:, i1], samples_daily_subset[:, i2], alpha=0.5, s=30, c='C0', label='Samples')\n", " \n", " ax.set_xlabel(name1)\n", " ax.set_ylabel(name2)\n", " #ax.set_title(f'{name1} vs {name2} (Daily)')\n", " if i==0:\n", " ax.legend()\n", " ax.grid(True, alpha=0.3)\n", "\n", "plt.suptitle('Joint Distributions of Daily Weather Variables', fontsize=14)\n", "plt.tight_layout()\n", "plt.savefig('gallery_images/weather_joint.png', dpi=150, bbox_inches='tight')\n", "plt.show()\n" ] } ], "metadata": { "kernelspec": { "display_name": "cgmm-3qL4zxqN-py3.11", "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": "3.11.8" } }, "nbformat": 4, "nbformat_minor": 2 }