{ "cells": [ { "cell_type": "markdown", "id": "4b103bdb", "metadata": {}, "source": [ "# PeakWeather Demo" ] }, { "cell_type": "code", "execution_count": 2, "id": "82da8ad6", "metadata": {}, "outputs": [], "source": [ "from peakweather import PeakWeatherDataset\n", "\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "d488d1b2", "metadata": {}, "source": [ "## Loading the data\n", "\n", "To get the dataset, simply initialize a `PeakWeatherDataset` object. This will, by default, download the data in the current working directory, unless it was previously downloaded." ] }, { "cell_type": "code", "execution_count": 2, "id": "b3b351d1", "metadata": {}, "outputs": [], "source": [ "dataset = PeakWeatherDataset()" ] }, { "cell_type": "markdown", "id": "8d9b923b", "metadata": {}, "source": [ "With `get_observations` you can load the timeseries data as a dataframe or array. It is possible to only load spatial and temporal subsets and obtain a binary mask that determined the availability of each measurement. " ] }, { "cell_type": "code", "execution_count": 3, "id": "ef085d1b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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nat_abbrABOGRO
nametemperaturewind_speedtemperaturewind_speed
datetime
2024-08-02 16:40:00+00:0019.4000002.024.1000000.8
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" ], "text/plain": [ "nat_abbr ABO GRO \n", "name temperature wind_speed temperature wind_speed\n", "datetime \n", "2024-08-02 16:40:00+00:00 19.400000 2.0 24.100000 0.8\n", "2024-08-02 16:50:00+00:00 19.600000 2.7 23.100000 0.9\n", "2024-08-02 17:00:00+00:00 19.200001 2.0 22.900000 1.4\n", "2024-08-02 17:10:00+00:00 19.000000 0.9 23.000000 2.3\n", "2024-08-02 17:20:00+00:00 19.100000 1.5 22.799999 2.3" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df, mask = dataset.get_observations(\n", " stations=['ABO', 'GRO'], # list of stations\n", " parameters=['temperature', 'wind_speed'], # list of weather variables\n", " first_date='2024-08-02 16:32',\n", " last_date='2024-08-06 23:26',\n", " return_mask=True\n", ")\n", "\n", "df.head(5)" ] }, { "cell_type": "code", "execution_count": 4, "id": "d8518728", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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nat_abbrABOGRO
nametemperaturewind_speedtemperaturewind_speed
datetime
2024-08-02 16:40:00+00:00TrueTrueTrueTrue
2024-08-02 16:50:00+00:00TrueTrueTrueTrue
2024-08-02 17:00:00+00:00TrueTrueTrueTrue
2024-08-02 17:10:00+00:00TrueTrueTrueTrue
2024-08-02 17:20:00+00:00TrueTrueTrueTrue
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" ], "text/plain": [ "nat_abbr ABO GRO \n", "name temperature wind_speed temperature wind_speed\n", "datetime \n", "2024-08-02 16:40:00+00:00 True True True True\n", "2024-08-02 16:50:00+00:00 True True True True\n", "2024-08-02 17:00:00+00:00 True True True True\n", "2024-08-02 17:10:00+00:00 True True True True\n", "2024-08-02 17:20:00+00:00 True True True True" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mask.head()" ] }, { "cell_type": "markdown", "id": "57cf441d", "metadata": {}, "source": [ "## Visualization of the data" ] }, { "cell_type": "code", "execution_count": 5, "id": "bde844c2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, figsize=(12,7))\n", "\n", "# Plot temperature\n", "ax[0].plot(df.index, df['ABO', 'temperature'], label='ABO Temperature', color='royalblue')\n", "ax[0].plot(df.index, df['GRO', 'temperature'], label='GRO Temperature', color='tomato')\n", "ax[0].set_title('Temperature (10 min)')\n", "ax[0].set_ylabel('Temperature (°C)')\n", "ax[0].legend()\n", "ax[0].grid(True)\n", "\n", "# Plot wind speed\n", "ax[1].plot(df.index, df['ABO', 'wind_speed'], label='ABO Wind Speed', color='royalblue')\n", "ax[1].plot(df.index, df['GRO', 'wind_speed'], label='GRO Wind Speed', color='tomato')\n", "ax[1].set_title('Wind Speed (10 min)')\n", "ax[1].set_ylabel('Wind Speed (m/s)')\n", "ax[1].legend()\n", "ax[1].grid(True)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "be1732fb", "metadata": {}, "source": [ "## Time series windowing\n", "\n", "The `get_windows` function extracts sliding windows from the time series using a look-back window `w` and forecast horizon `h`\n", "This prepares the data in a format that's easy to use with framework-specific datasets and data loaders (e.g., PyTorch, TensorFlow, JAX).\n", "\n", "This returns arrays of shape `[n_w, w, n_s, n_f]` for the inputs `x` and `[n_w, h, n_s, n_f]` for the outputs `y`, where `n_w` is the number of windows (or examples/samples), `n_s` is the number of stations and `n_f` is the number of features." ] }, { "cell_type": "code", "execution_count": 6, "id": "276fdec9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Windows x shape: \t(433699, 24, 4, 3)\n", "Windows mask_x shape: \t(433699, 24, 4, 3)\n", "Windows y shape: \t(433699, 6, 4, 3)\n", "Windows mask_y shape: \t(433699, 6, 4, 3)\n" ] } ], "source": [ "lookback_size = 24\n", "horizon_size = 6\n", "\n", "windows = dataset.get_windows(\n", " window_size=24, # number of lookback time steps\n", " horizon_size=6, # number of lead times to be predicted\n", " parameters=['temperature', 'wind_speed', 'humidity'],\n", " stations=['ABO', 'KLO', 'GRO', 'LUG']\n", ")\n", "\n", "print(f\"Windows x shape: \\t{windows.x.shape}\")\n", "print(f\"Windows mask_x shape: \\t{windows.mask_x.shape}\")\n", "print(f\"Windows y shape: \\t{windows.y.shape}\")\n", "print(f\"Windows mask_y shape: \\t{windows.mask_y.shape}\")" ] }, { "cell_type": "markdown", "id": "90c4ca58", "metadata": {}, "source": [ "## Temporal re-sampling\n", "\n", "We can initialize the dataset to resample the time series to a coarser frequency, such as from the default **10-minute** interval to **hourly**.\n", "This is useful for reducing the variability of highly dynamic variables like wind speed, aligning with lower temporal resolutions, or shortening sequence length for training.\n", "\n", "Each variable has a default aggregation method used during temporal resampling, which can be overridden using the `aggregation_method` parameter." ] }, { "cell_type": "code", "execution_count": 7, "id": "85b1bcb5", "metadata": {}, "outputs": [], "source": [ "dataset = PeakWeatherDataset(\n", " freq='h', \n", " aggregation_methods={'temperature': 'mean',\n", " 'humidity': 'mean'}\n", ")" ] }, { "cell_type": "markdown", "id": "2fe56829", "metadata": {}, "source": [ "Just like before, let's look that temperature and wind speed for the stations of *Adelboden* and *Grono*, this time with an hourly temporal resolution." ] }, { "cell_type": "code", "execution_count": 8, "id": "96c275de", "metadata": {}, "outputs": [], "source": [ "df, mask = dataset.get_observations(\n", " stations=['ABO', 'GRO'], \n", " parameters=['temperature', 'wind_speed'],\n", " first_date='2024-08-02 16:32',\n", " last_date='2024-08-06 23:26',\n", " return_mask=True\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "id": "f2357c20", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, figsize=(12,7))\n", "\n", "# Plot temperature\n", "ax[0].plot(df.index, df['ABO', 'temperature'], label='ABO Temperature', color='royalblue')\n", "ax[0].plot(df.index, df['GRO', 'temperature'], label='GRO Temperature', color='tomato')\n", "ax[0].set_title('Temperature (hourly)')\n", "ax[0].set_ylabel('Temperature (°C)')\n", "ax[0].legend()\n", "ax[0].grid(True)\n", "\n", "# Plot wind speed\n", "ax[1].plot(df.index, df['ABO', 'wind_speed'], label='ABO Wind Speed', color='royalblue')\n", "ax[1].plot(df.index, df['GRO', 'wind_speed'], label='GRO Wind Speed', color='tomato')\n", "ax[1].set_title('Wind Speed (hourly)')\n", "ax[1].set_ylabel('Wind Speed (m/s)')\n", "ax[1].legend()\n", "ax[1].grid(True)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d30dd354", "metadata": {}, "source": [ "## ICON data\n", "\n", "The dataset is complemented by the operational forecasts of the numerical weather prediction model **ICON-CH1-EPS** starting from May 2024. The data is available for all variables with the prediction interpolated to the closest grid cell to each station. \n", "\n", "It comes in the form of an `Xarray` dataset with dimensions `[lead,nat_abbr,realization,reftime]` where each realization is one of the 11 ensemble members produced by the model.\n", "\n", "To obtain this data, the PeakWeather library needs to be installed with the extra dependency \"topography\". This will install `Xarray` and `Zarr`. " ] }, { "cell_type": "code", "execution_count": 5, "id": "83d1eace", "metadata": {}, "outputs": [], "source": [ "ds = PeakWeatherDataset(extended_nwp_vars='all',\n", " extended_topo_vars='all',\n", " freq='h')" ] }, { "cell_type": "code", "execution_count": 6, "id": "1550d46b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'ew_wind',\n", " 'humidity',\n", " 'nw_wind',\n", " 'precipitation',\n", " 'pressure',\n", " 'sunshine',\n", " 'temperature',\n", " 'wind_gust'}" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.available_icon" ] }, { "cell_type": "code", "execution_count": null, "id": "baf0387d", "metadata": {}, "outputs": [], "source": [ "icon_data = ds.get_icon_data('temperature')" ] }, { "cell_type": "code", "execution_count": 44, "id": "3ed54186", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 1GB\n",
       "Dimensions:      (lead: 34, nat_abbr: 302, realization: 11, reftime: 2557)\n",
       "Coordinates:\n",
       "  * lead         (lead) timedelta64[ns] 272B 00:00:00 ... 1 days 09:00:00\n",
       "  * nat_abbr     (nat_abbr) <U5 6kB 'ABE' 'ABO' 'AEG' ... 'ZEV' 'ZWE' 'ZWK'\n",
       "  * realization  (realization) int64 88B 0 1 2 3 4 5 6 7 8 9 10\n",
       "  * reftime      (reftime) datetime64[ns] 20kB 2024-05-15T12:00:00 ... 2025-0...\n",
       "Data variables:\n",
       "    temperature  (reftime, lead, nat_abbr, realization) float32 1GB ...\n",
       "Attributes:\n",
       "    LICENSE:    CC-BY-4.0\n",
       "    parameter:  Air temperature\n",
       "    period:     2024-05:2025-03\n",
       "    source:     MeteoSwiss (ICON-CH1-EPS)\n",
       "    time_zone:  UTC
" ], "text/plain": [ " Size: 1GB\n", "Dimensions: (lead: 34, nat_abbr: 302, realization: 11, reftime: 2557)\n", "Coordinates:\n", " * lead (lead) timedelta64[ns] 272B 00:00:00 ... 1 days 09:00:00\n", " * nat_abbr (nat_abbr) " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib import cm\n", "import numpy as np\n", "\n", "reftime = '2024-10-10 18:00'\n", "station_name = 'JUN'\n", "ensembles = icon_data.sel(nat_abbr=station_name, reftime=reftime).to_array().data[0]\n", "\n", "\n", "lead_times = np.arange(ensembles.shape[0]) \n", "\n", "n_ensembles = ensembles.shape[1]\n", "colors = cm.Blues(np.linspace(0.4, 0.9, n_ensembles -1 )) \n", "\n", "fig, ax = plt.subplots(figsize=(10, 5))\n", "\n", "for i in range(n_ensembles):\n", " if i == 0:\n", " ax.plot(ensembles[:, i], color='black', linewidth=1.5, label='Control')\n", " else:\n", " label = 'Perturbed Members' if i == 1 else None\n", " ax.plot(ensembles[:, i], color=colors[i - 1], linewidth=1, label=label)\n", "\n", "mean = np.mean(ensembles, axis=1)\n", "std = np.std(ensembles, axis=1)\n", "ax.fill_between(lead_times, mean - 2*std, mean + 2*std, color='grey', alpha=0.25)\n", "\n", "ax.set_title(f\"ICON-CH1-EPS forecasts for {station_name} ({reftime})\")\n", "ax.set_xlabel(\"Lead Time (h)\")\n", "ax.set_ylabel(\"Temperature (°C)\")\n", "ax.grid(True)\n", "ax.legend()\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "8b99787b", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "peakweather", "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": "3.10.18" } }, "nbformat": 4, "nbformat_minor": 5 }