{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "4b103bdb",
   "metadata": {},
   "source": [
    "# PeakWeather Demo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "82da8ad6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.dates as mdates\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from peakweather import PeakWeatherDataset"
   ]
  },
  {
   "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": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "stations.parquet: 57.3kB [00:01, 33.6kB/s]                            \n",
      "installation.parquet: 90.1kB [00:01, 68.3kB/s]                            \n",
      "parameters.parquet: 8.19kB [00:00, 44.0kB/s]\n",
      "disclaimer.txt: 8.19kB [00:00, 46.6kB/s]\n",
      "2017.parquet: 56.9MB [00:00, 173MB/s]                             \n",
      "2018.parquet: 57.3MB [00:00, 180MB/s]                             \n",
      "2019.parquet: 57.5MB [00:00, 190MB/s]                             \n",
      "2020.parquet: 57.1MB [00:04, 13.2MB/s]                              \n",
      "2021.parquet: 56.5MB [00:00, 184MB/s]                             \n",
      "2022.parquet: 56.8MB [00:00, 192MB/s]                             \n",
      "2023.parquet: 57.5MB [00:00, 169MB/s]                             \n",
      "2024.parquet: 57.5MB [00:00, 154MB/s]                             \n",
      "2025.parquet: 45.1MB [00:00, 143MB/s]                             \n"
     ]
    }
   ],
   "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": [
       "<div>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th>nat_abbr</th>\n",
       "      <th colspan=\"2\" halign=\"left\">ABO</th>\n",
       "      <th colspan=\"2\" halign=\"left\">GRO</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>name</th>\n",
       "      <th>temperature</th>\n",
       "      <th>wind_speed</th>\n",
       "      <th>temperature</th>\n",
       "      <th>wind_speed</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2024-08-02 16:40:00+00:00</th>\n",
       "      <td>19.400000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>24.100000</td>\n",
       "      <td>0.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-02 16:50:00+00:00</th>\n",
       "      <td>19.600000</td>\n",
       "      <td>2.7</td>\n",
       "      <td>23.100000</td>\n",
       "      <td>0.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-02 17:00:00+00:00</th>\n",
       "      <td>19.200001</td>\n",
       "      <td>2.0</td>\n",
       "      <td>22.900000</td>\n",
       "      <td>1.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-02 17:10:00+00:00</th>\n",
       "      <td>19.000000</td>\n",
       "      <td>0.9</td>\n",
       "      <td>23.000000</td>\n",
       "      <td>2.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-02 17:20:00+00:00</th>\n",
       "      <td>19.100000</td>\n",
       "      <td>1.5</td>\n",
       "      <td>22.799999</td>\n",
       "      <td>2.3</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "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 parameters\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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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe thead tr:last-of-type th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th>nat_abbr</th>\n",
       "      <th colspan=\"2\" halign=\"left\">ABO</th>\n",
       "      <th colspan=\"2\" halign=\"left\">GRO</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>name</th>\n",
       "      <th>temperature</th>\n",
       "      <th>wind_speed</th>\n",
       "      <th>temperature</th>\n",
       "      <th>wind_speed</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2024-08-02 16:40:00+00:00</th>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-02 16:50:00+00:00</th>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-02 17:00:00+00:00</th>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-02 17:10:00+00:00</th>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-02 17:20:00+00:00</th>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "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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",
      "text/plain": [
       "<Figure size 1200x700 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(2, figsize=(12, 7))\n",
    "\n",
    "# Plot temperature\n",
    "ax[0].plot(\n",
    "    df.index, df[\"ABO\", \"temperature\"], label=\"ABO Temperature\", color=\"royalblue\"\n",
    ")\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(461923, 24, 4, 3)\n",
      "Windows mask_x shape: \t(461923, 24, 4, 3)\n",
      "Windows y shape: \t(461923, 6, 4, 3)\n",
      "Windows mask_y shape: \t(461923, 6, 4, 3)\n"
     ]
    }
   ],
   "source": [
    "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",
    "# [num_windows, num_time_steps, num_stations, num_parameters]\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 and NWP forecasts\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 parameters like wind speed, aligning with lower temporal resolutions, or shortening sequence length for training.\n",
    "\n",
    "Hourly data also allows us comparing with the forecasts from the numerical weather prediction (NWP) model, which are provided as hourly forecasts within PeakWeather.\n",
    "\n",
    "Each parameter 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": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "temperature.zarr.zip: 1.28GB [01:05, 19.4MB/s]                                \n",
      "wind_u.zarr.zip: 1.69GB [01:32, 18.2MB/s]                                \n",
      "wind_v.zarr.zip: 1.70GB [00:04, 408MB/s]                               \n"
     ]
    }
   ],
   "source": [
    "dataset = PeakWeatherDataset(\n",
    "    freq=\"h\",\n",
    "    aggregation_methods={\"temperature\": \"mean\", \"wind_gust\": \"max\"},\n",
    "    extended_nwp_pars=[\"temperature\", \"wind_u\", \"wind_v\"],\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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",
      "text/plain": [
       "<Figure size 1000x700 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(2, figsize=(10, 7))\n",
    "\n",
    "# Plot temperature\n",
    "ax[0].plot(\n",
    "    df.index, df[\"ABO\", \"temperature\"], label=\"ABO Temperature\", color=\"royalblue\"\n",
    ")\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",
    "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",
    "ax[0].xaxis.set_major_formatter(mdates.DateFormatter(\"%Y-%m-%d %H:%M\"))\n",
    "ax[0].xaxis.set_major_locator(mdates.AutoDateLocator())\n",
    "ax[0].tick_params(axis=\"x\", rotation=30)\n",
    "\n",
    "ax[1].xaxis.set_major_formatter(mdates.DateFormatter(\"%Y-%m-%d %H:%M\"))\n",
    "ax[1].xaxis.set_major_locator(mdates.AutoDateLocator())\n",
    "ax[1].tick_params(axis=\"x\", rotation=30)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67dbce11",
   "metadata": {},
   "source": [
    "Let's now compare data from the stations with forecasts from the NWP model.\n",
    "The ICON-CH1-EPS NWP model produces 11 ensemble members for an horizon of up to 33 hours ahead. The NWP model is initialized every 3 hours and by setting `split=\"nwp_test\"`, we can generate a subset of the test set with the windows aligned to the NWP model.\n",
    "\n",
    "Other options are `split=\"train\"` or `split=\"test\"`. In those cases, only observations windows will be produced, with a time delta between them that depends on the selected dataset frequency."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "49da5402",
   "metadata": {},
   "outputs": [],
   "source": [
    "windows = dataset.get_windows(\n",
    "    window_size=24,  # number of lookback time steps\n",
    "    horizon_size=24,  # number of lead times to be predicted\n",
    "    stations=[\"KLO\", \"ABO\"],\n",
    "    split=\"nwp_test\",\n",
    "    parameters=[\"temperature\", \"wind_u\", \"wind_v\"],\n",
    "    nwp_parameters=[\"temperature\", \"wind_u\", \"wind_v\"],\n",
    "    drop_extra_y_pars=False,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d940a286",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Observations x shape:       \t(3003, 24, 2, 3)\n",
      "Observations mask_x shape:  \t(3003, 24, 2, 3)\n",
      "Observations index_x shape: \t(3003, 24)\n",
      "Observations y shape:       \t(3003, 24, 2, 3)\n",
      "Observations mask_y shape:  \t(3003, 24, 2, 3)\n",
      "Observations index_y shape: \t(3003, 24)\n",
      "\n",
      "\n",
      "NWP model fcasts shape:    \t(11, 3003, 24, 2, 3)\n",
      "\n",
      "\n",
      "3003\tNumber of windows\n",
      "24\tLookback window size\n",
      "24\tLead times to predict\n",
      "2\tNumber of considered stations\n",
      "3\tNumber of observed parameters\n",
      "2\tNumber of NWP forecasted parameters\n",
      "3\tNumber of NWP ensemble members\n",
      "\n",
      "\n",
      "3.0h\t Time delta between windows\n"
     ]
    }
   ],
   "source": [
    "# [num_windows, num_time_steps, num_stations, num_parameters]\n",
    "print(f\"\"\"\n",
    "Observations x shape:       \\t{windows.x.shape}\n",
    "Observations mask_x shape:  \\t{windows.mask_x.shape}\n",
    "Observations index_x shape: \\t{windows.index_x.shape}\n",
    "Observations y shape:       \\t{windows.y.shape}\n",
    "Observations mask_y shape:  \\t{windows.mask_y.shape}\n",
    "Observations index_y shape: \\t{windows.index_y.shape}\\n\n",
    "\"\"\")\n",
    "\n",
    "# [num_windows, num_time_steps, num_stations, num_parameters, num_ensemble_members]\n",
    "\n",
    "print(f\"NWP model fcasts shape:    \\t{windows.nwp.shape}\\n\")\n",
    "\n",
    "print(f\"\"\"\n",
    "{windows.x.shape[0]}\\tNumber of windows\n",
    "{windows.x.shape[1]}\\tLookback window size\n",
    "{windows.y.shape[1]}\\tLead times to predict\n",
    "{windows.x.shape[2]}\\tNumber of considered stations\n",
    "{windows.x.shape[3]}\\tNumber of observed parameters\n",
    "{windows.nwp.shape[3]}\\tNumber of NWP forecasted parameters\n",
    "{windows.nwp.shape[-1]}\\tNumber of NWP ensemble members\\n\n",
    "\"\"\")\n",
    "\n",
    "print(\n",
    "    f\"{(windows.index_x[1][0] - windows.index_x[0][0]).total_seconds() / 3600}h\"\n",
    "    \"\\t Time delta between windows\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "ee3dd7c8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x700 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(2, figsize=(10, 7))\n",
    "\n",
    "w = 18\n",
    "station = 1\n",
    "index_to_station = {0: \"KLO\", 1: \"ABO\"}\n",
    "# Plot temperature\n",
    "ax[0].plot(\n",
    "    windows.index_x[w],\n",
    "    windows.x[w, :, station, 0],\n",
    "    label=f\"Input {index_to_station[station]} observations\",\n",
    "    color=\"black\",\n",
    "    linestyle=\"dashed\",\n",
    ")\n",
    "\n",
    "for ens_member in range(windows.nwp.shape[0]):\n",
    "    if ens_member == 0:\n",
    "        ax[0].plot(\n",
    "            windows.index_y[w],\n",
    "            windows.nwp[ens_member, w, :, station, 0],\n",
    "            label=f\"NWP forecasts at {index_to_station[station]}\",\n",
    "            color=\"orangered\",\n",
    "        )\n",
    "    else:\n",
    "        ax[0].plot(\n",
    "            windows.index_y[w],\n",
    "            windows.nwp[ens_member, w, :, station, 0],\n",
    "            color=\"orangered\",\n",
    "        )\n",
    "\n",
    "ax[0].plot(\n",
    "    windows.index_y[w],\n",
    "    windows.y[w, :, station, 0],\n",
    "    label=f\"Target {index_to_station[station]} observations\",\n",
    "    color=\"black\",\n",
    ")\n",
    "ax[0].set_title(\"Temperature\")\n",
    "ax[0].set_ylabel(\"Temperature (°C)\")\n",
    "ax[0].legend()\n",
    "ax[0].xaxis.set_major_formatter(mdates.DateFormatter(\"%Y-%m-%d %H:%M\"))\n",
    "ax[0].xaxis.set_major_locator(mdates.AutoDateLocator())\n",
    "ax[0].tick_params(axis=\"x\", rotation=30)\n",
    "ax[0].grid(True)\n",
    "\n",
    "# Plot wind speed from u and v componented (eastward and northward)\n",
    "ax[1].plot(\n",
    "    windows.index_x[w],\n",
    "    dataset.get_wind_speed(\n",
    "        u=windows.x[w, :, station, 1], v=windows.x[w, :, station, 2]\n",
    "    ),\n",
    "    label=f\"Input {index_to_station[station]} observations\",\n",
    "    color=\"black\",\n",
    "    linestyle=\"dashed\",\n",
    ")\n",
    "\n",
    "for ens_member in range(windows.nwp.shape[0]):\n",
    "    nwp_wind_speed = dataset.get_wind_speed(\n",
    "        u=windows.nwp[..., 1], v=windows.nwp[..., 2]\n",
    "    )\n",
    "    if ens_member == 0:\n",
    "        ax[1].plot(\n",
    "            windows.index_y[w],\n",
    "            nwp_wind_speed[ens_member, w, :, station],\n",
    "            label=f\"NWP forecasts at {index_to_station[station]}\",\n",
    "            color=\"steelblue\",\n",
    "        )\n",
    "    else:\n",
    "        ax[1].plot(\n",
    "            windows.index_y[w],\n",
    "            nwp_wind_speed[ens_member, w, :, station],\n",
    "            color=\"steelblue\",\n",
    "        )\n",
    "\n",
    "ax[1].plot(\n",
    "    windows.index_y[w],\n",
    "    dataset.get_wind_speed(\n",
    "        u=windows.y[w, :, station, 1], v=windows.y[w, :, station, 2]\n",
    "    ),\n",
    "    label=f\"Target {index_to_station[station]} observations\",\n",
    "    color=\"black\",\n",
    ")\n",
    "ax[1].set_title(\"Wind speed (from u and v)\")\n",
    "ax[1].set_ylabel(\"Wind speed (m/s)\")\n",
    "ax[1].legend()\n",
    "ax[1].xaxis.set_major_formatter(mdates.DateFormatter(\"%Y-%m-%d %H:%M\"))\n",
    "ax[1].xaxis.set_major_locator(mdates.AutoDateLocator())\n",
    "ax[1].tick_params(axis=\"x\", rotation=30)\n",
    "ax[1].grid(True)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5acddc97",
   "metadata": {},
   "source": [
    "PeakWeather can also output sliding windows as `Xarray` datasets, allowing the data to remain tightly coupled with its coordinates for easier indexing and analysis."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "10acc020",
   "metadata": {},
   "outputs": [
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       "\n",
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       "\n",
       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 19MB\n",
       "Dimensions:      (reftime: 3003, lead: 24, nat_abbr: 2, realization: 11)\n",
       "Coordinates:\n",
       "  * reftime      (reftime) datetime64[ns] 24kB 2024-10-02 ... 2025-10-13\n",
       "  * lead         (lead) timedelta64[ns] 192B 01:00:00 ... 1 days 00:00:00\n",
       "  * nat_abbr     (nat_abbr) &lt;U5 40B &#x27;KLO&#x27; &#x27;ABO&#x27;\n",
       "  * realization  (realization) int64 88B 0 1 2 3 4 5 6 7 8 9 10\n",
       "Data variables:\n",
       "    temperature  (reftime, lead, nat_abbr, realization) float32 6MB 12.39 ......\n",
       "    wind_u       (reftime, lead, nat_abbr, realization) float32 6MB 0.1056 .....\n",
       "    wind_v       (reftime, lead, nat_abbr, realization) float32 6MB 0.9805 .....\n",
       "Attributes:\n",
       "    LICENSE:    CC-BY-4.0\n",
       "    parameter:  Air temperature, Eastward wind, Northward wind.\n",
       "    period:     2017-01-01:2025-10-13\n",
       "    source:     MeteoSwiss (ICON-CH1-EPS)\n",
       "    time_zone:  UTC</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-419b40e0-55af-4bb6-bd5d-b570f8dcf4e8' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-419b40e0-55af-4bb6-bd5d-b570f8dcf4e8' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>reftime</span>: 3003</li><li><span class='xr-has-index'>lead</span>: 24</li><li><span class='xr-has-index'>nat_abbr</span>: 2</li><li><span class='xr-has-index'>realization</span>: 11</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-58ba9c47-89a4-4a8c-a46b-728c765a6d2a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-58ba9c47-89a4-4a8c-a46b-728c765a6d2a' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>reftime</span></div><div class='xr-var-dims'>(reftime)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2024-10-02 ... 2025-10-13</div><input id='attrs-e2c610d1-d922-48e9-aa3c-b3c69ffaa282' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e2c610d1-d922-48e9-aa3c-b3c69ffaa282' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5626a3e3-6a46-49ab-9a34-ee4ae5d1b979' class='xr-var-data-in' type='checkbox'><label for='data-5626a3e3-6a46-49ab-9a34-ee4ae5d1b979' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2024-10-02T00:00:00.000000000&#x27;, &#x27;2024-10-02T03:00:00.000000000&#x27;,\n",
       "       &#x27;2024-10-02T06:00:00.000000000&#x27;, ..., &#x27;2025-10-12T18:00:00.000000000&#x27;,\n",
       "       &#x27;2025-10-12T21:00:00.000000000&#x27;, &#x27;2025-10-13T00:00:00.000000000&#x27;],\n",
       "      shape=(3003,), dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lead</span></div><div class='xr-var-dims'>(lead)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>01:00:00 ... 1 days 00:00:00</div><input id='attrs-1bedb3df-a8b1-473e-8795-4517eebf0398' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1bedb3df-a8b1-473e-8795-4517eebf0398' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd5d3f08-23b7-40fe-9e5b-ad2033550700' class='xr-var-data-in' type='checkbox'><label for='data-bd5d3f08-23b7-40fe-9e5b-ad2033550700' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 3600000000000,  7200000000000, 10800000000000, 14400000000000,\n",
       "       18000000000000, 21600000000000, 25200000000000, 28800000000000,\n",
       "       32400000000000, 36000000000000, 39600000000000, 43200000000000,\n",
       "       46800000000000, 50400000000000, 54000000000000, 57600000000000,\n",
       "       61200000000000, 64800000000000, 68400000000000, 72000000000000,\n",
       "       75600000000000, 79200000000000, 82800000000000, 86400000000000],\n",
       "      dtype=&#x27;timedelta64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>nat_abbr</span></div><div class='xr-var-dims'>(nat_abbr)</div><div class='xr-var-dtype'>&lt;U5</div><div class='xr-var-preview xr-preview'>&#x27;KLO&#x27; &#x27;ABO&#x27;</div><input id='attrs-5538951f-3d44-4fab-8a53-17b7206de9b4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5538951f-3d44-4fab-8a53-17b7206de9b4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1eef1884-b7ac-404f-9035-075692e9a42d' class='xr-var-data-in' type='checkbox'><label for='data-1eef1884-b7ac-404f-9035-075692e9a42d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;KLO&#x27;, &#x27;ABO&#x27;], dtype=&#x27;&lt;U5&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>realization</span></div><div class='xr-var-dims'>(realization)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9 10</div><input id='attrs-2acf46ba-6339-44b0-bdf8-cd8c596fec67' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2acf46ba-6339-44b0-bdf8-cd8c596fec67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d4d7b88-a877-4149-9bd6-fd062ab559e7' class='xr-var-data-in' type='checkbox'><label for='data-1d4d7b88-a877-4149-9bd6-fd062ab559e7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3d3fce73-e06f-45d8-98a9-5c4435a04dfa' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3d3fce73-e06f-45d8-98a9-5c4435a04dfa' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temperature</span></div><div class='xr-var-dims'>(reftime, lead, nat_abbr, realization)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>12.39 12.33 12.49 ... 6.494 5.208</div><input id='attrs-e5829f29-3210-4f41-b9dd-d3c3993560dd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e5829f29-3210-4f41-b9dd-d3c3993560dd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cddedae9-326d-4bc2-9278-1307177e1898' class='xr-var-data-in' type='checkbox'><label for='data-cddedae9-326d-4bc2-9278-1307177e1898' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>unit :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[[[12.39447  , 12.3315735, 12.486664 , ..., 12.478241 ,\n",
       "          11.595825 , 13.185699 ],\n",
       "         [11.352417 , 11.2778015, 11.448517 , ..., 11.343903 ,\n",
       "          10.832092 , 11.161224 ]],\n",
       "\n",
       "        [[12.417175 , 11.90033  , 12.466217 , ..., 12.34259  ,\n",
       "          11.270874 , 12.828918 ],\n",
       "         [10.033325 , 10.3573   ,  9.980804 , ...,  9.958252 ,\n",
       "           9.6536255,  9.916748 ]],\n",
       "\n",
       "        [[11.997314 , 10.96402  , 12.21109  , ..., 11.69812  ,\n",
       "          11.425446 , 12.549652 ],\n",
       "         [ 9.436707 , 10.159271 ,  9.841888 , ...,  9.149719 ,\n",
       "           9.318451 ,  9.72879  ]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[ 9.719971 , 10.075012 ,  9.332947 , ...,  9.63739  ,\n",
       "           7.9854126,  9.055969 ],\n",
       "         [ 5.9054565,  5.941162 ,  5.57605  , ...,  5.8287354,\n",
       "...\n",
       "         [ 1.9482727,  1.8123169,  3.2970276, ...,  4.2848816,\n",
       "           4.210663 ,  3.437378 ]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[ 9.119446 , 10.139954 ,  9.935913 , ...,  9.059937 ,\n",
       "           9.272614 ,  9.16568  ],\n",
       "         [ 6.994385 ,  6.324463 ,  5.927063 , ...,  7.0769653,\n",
       "           6.7413025,  6.3589783]],\n",
       "\n",
       "        [[ 8.497803 ,  9.439728 ,  9.233215 , ...,  8.311584 ,\n",
       "           8.995056 ,  8.668579 ],\n",
       "         [ 6.4318237,  6.557831 ,  5.255615 , ...,  6.3203125,\n",
       "           6.642456 ,  6.2197876]],\n",
       "\n",
       "        [[ 8.140106 ,  8.903351 ,  8.675171 , ...,  7.8661804,\n",
       "           8.94812  ,  8.435211 ],\n",
       "         [ 5.277252 ,  7.2450867,  5.026184 , ...,  6.5594788,\n",
       "           6.4939575,  5.207611 ]]]],\n",
       "      shape=(3003, 24, 2, 11), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_u</span></div><div class='xr-var-dims'>(reftime, lead, nat_abbr, realization)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.1056 1.32 ... -0.004663 -0.1612</div><input id='attrs-c2b2fd44-1cec-4598-bcd3-d4c65bcfbacd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c2b2fd44-1cec-4598-bcd3-d4c65bcfbacd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-24ee4ef6-3da5-4281-acfd-631502e64817' class='xr-var-data-in' type='checkbox'><label for='data-24ee4ef6-3da5-4281-acfd-631502e64817' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>unit :</span></dt><dd>m/s</dd></dl></div><div class='xr-var-data'><pre>array([[[[ 1.05593748e-01,  1.31973469e+00,  1.92507543e-02, ...,\n",
       "           1.18351185e+00,  1.73285615e+00,  1.16441429e+00],\n",
       "         [ 8.83410633e-01,  2.08902311e+00,  1.27283442e+00, ...,\n",
       "           7.48575211e-01,  3.14314067e-01,  3.04182386e+00]],\n",
       "\n",
       "        [[ 2.24287295e+00,  2.44967270e+00,  8.95613492e-01, ...,\n",
       "           3.05198717e+00,  2.53871632e+00,  2.37895536e+00],\n",
       "         [ 1.89828396e-01, -7.85575509e-01, -8.75264168e-01, ...,\n",
       "          -6.84412181e-01, -1.07066381e+00, -3.82492065e-01]],\n",
       "\n",
       "        [[ 2.57831526e+00,  2.79495430e+00,  1.87868655e+00, ...,\n",
       "           4.91730738e+00,  2.65069485e+00,  2.23019028e+00],\n",
       "         [ 1.63980454e-01, -2.64358789e-01, -1.60281420e-01, ...,\n",
       "           4.84399125e-02, -9.65699017e-01,  3.57032597e-01]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[-2.53415585e-01,  1.31669074e-01, -3.45357269e-01, ...,\n",
       "          -1.74989402e-01,  3.94368470e-01, -4.34733838e-01],\n",
       "         [-5.03578842e-01, -3.68093848e-01, -5.46747208e-01, ...,\n",
       "...\n",
       "         [ 1.56278104e-01, -6.50587827e-02,  2.57337153e-01, ...,\n",
       "           1.37796089e-01, -1.20016493e-01,  5.61462753e-02]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[ 6.95043385e-01,  1.63107908e+00,  8.15451920e-01, ...,\n",
       "           4.89257276e-01,  1.06548667e+00,  9.59462941e-01],\n",
       "         [ 2.09125459e-01, -1.52243182e-01,  2.99225062e-01, ...,\n",
       "           4.94545639e-01,  4.11954433e-01, -2.52443906e-02]],\n",
       "\n",
       "        [[ 1.16918802e+00,  1.04401934e+00,  8.38310182e-01, ...,\n",
       "           9.44927931e-01,  8.91971886e-01,  9.42664802e-01],\n",
       "         [-6.63717464e-02,  1.89769566e-02, -6.80902302e-02, ...,\n",
       "           3.75799328e-01, -1.36862606e-01,  1.51633397e-02]],\n",
       "\n",
       "        [[ 1.01285696e+00,  6.53321564e-01,  1.29664326e+00, ...,\n",
       "           1.05189562e+00,  8.51567984e-01,  1.26235414e+00],\n",
       "         [-4.36559245e-02,  3.21070403e-01, -1.91405311e-01, ...,\n",
       "           3.21752459e-01, -4.66327742e-03, -1.61183521e-01]]]],\n",
       "      shape=(3003, 24, 2, 11), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_v</span></div><div class='xr-var-dims'>(reftime, lead, nat_abbr, realization)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.9805 0.05836 ... -0.12 0.07474</div><input id='attrs-01b58af8-908a-48b5-8eab-9f87c05d7a26' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-01b58af8-908a-48b5-8eab-9f87c05d7a26' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3c4d1158-7f8b-4409-8f0b-fe6ecdb85d3d' class='xr-var-data-in' type='checkbox'><label for='data-3c4d1158-7f8b-4409-8f0b-fe6ecdb85d3d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>unit :</span></dt><dd>m/s</dd></dl></div><div class='xr-var-data'><pre>array([[[[ 9.80516911e-01,  5.83623685e-02,  1.65535355e+00, ...,\n",
       "           6.67569876e-01, -5.05961001e-01,  1.45959795e+00],\n",
       "         [ 2.34656954e+00,  2.29104948e+00,  1.71622372e+00, ...,\n",
       "           2.67293549e+00,  2.88092899e+00,  1.22632742e+00]],\n",
       "\n",
       "        [[ 5.94174206e-01, -1.41338766e-01,  4.69693154e-01, ...,\n",
       "           5.45814276e-01,  1.19907808e+00,  1.00468075e+00],\n",
       "         [ 1.53220475e+00,  3.03296566e+00,  1.95059836e+00, ...,\n",
       "           2.42263794e+00,  2.83574486e+00,  1.43073285e+00]],\n",
       "\n",
       "        [[-1.43525195e+00, -1.63397551e+00, -8.24894071e-01, ...,\n",
       "          -2.95301765e-01, -1.24631321e+00, -1.00014758e+00],\n",
       "         [-5.76261878e-01,  1.86911500e+00,  1.79322883e-01, ...,\n",
       "          -2.20061198e-01,  1.21987653e+00, -6.28389895e-01]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[-5.07508814e-01, -9.11781847e-01, -1.74083650e-01, ...,\n",
       "          -9.54754055e-01, -8.52862477e-01, -4.81635094e-01],\n",
       "         [-5.26523665e-02, -6.74390733e-01, -2.77386248e-01, ...,\n",
       "...\n",
       "         [-8.81975703e-03,  1.06652193e-01, -1.05682209e-01, ...,\n",
       "           8.83272365e-02,  6.01558539e-04,  1.15962394e-01]],\n",
       "\n",
       "        ...,\n",
       "\n",
       "        [[-1.13143647e+00, -6.06379092e-01, -5.04909575e-01, ...,\n",
       "          -9.85798717e-01, -7.39710033e-01, -1.54179811e+00],\n",
       "         [ 2.90912092e-01, -2.71023363e-02, -7.16824532e-02, ...,\n",
       "           5.29371738e-01,  3.48246247e-01,  2.61015147e-01]],\n",
       "\n",
       "        [[-1.06447589e+00, -9.77661014e-01, -6.19859040e-01, ...,\n",
       "          -4.89928961e-01, -1.14697075e+00, -2.13117409e+00],\n",
       "         [-2.67029088e-02, -2.25271568e-01, -1.98731825e-01, ...,\n",
       "           1.50959045e-01,  1.48656130e-01,  1.86846759e-02]],\n",
       "\n",
       "        [[-1.25979209e+00, -1.10429311e+00, -6.04349494e-01, ...,\n",
       "          -8.41145813e-01, -8.98327053e-01, -1.89175034e+00],\n",
       "         [-1.18726432e-01, -2.32368156e-01, -4.72060554e-02, ...,\n",
       "          -1.80072144e-01, -1.19953848e-01,  7.47393817e-02]]]],\n",
       "      shape=(3003, 24, 2, 11), dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4b3da536-8a13-4054-8f79-91e65c89c023' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4b3da536-8a13-4054-8f79-91e65c89c023' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>LICENSE :</span></dt><dd>CC-BY-4.0</dd><dt><span>parameter :</span></dt><dd>Air temperature, Eastward wind, Northward wind.</dd><dt><span>period :</span></dt><dd>2017-01-01:2025-10-13</dd><dt><span>source :</span></dt><dd>MeteoSwiss (ICON-CH1-EPS)</dd><dt><span>time_zone :</span></dt><dd>UTC</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 19MB\n",
       "Dimensions:      (reftime: 3003, lead: 24, nat_abbr: 2, realization: 11)\n",
       "Coordinates:\n",
       "  * reftime      (reftime) datetime64[ns] 24kB 2024-10-02 ... 2025-10-13\n",
       "  * lead         (lead) timedelta64[ns] 192B 01:00:00 ... 1 days 00:00:00\n",
       "  * nat_abbr     (nat_abbr) <U5 40B 'KLO' 'ABO'\n",
       "  * realization  (realization) int64 88B 0 1 2 3 4 5 6 7 8 9 10\n",
       "Data variables:\n",
       "    temperature  (reftime, lead, nat_abbr, realization) float32 6MB 12.39 ......\n",
       "    wind_u       (reftime, lead, nat_abbr, realization) float32 6MB 0.1056 .....\n",
       "    wind_v       (reftime, lead, nat_abbr, realization) float32 6MB 0.9805 .....\n",
       "Attributes:\n",
       "    LICENSE:    CC-BY-4.0\n",
       "    parameter:  Air temperature, Eastward wind, Northward wind.\n",
       "    period:     2017-01-01:2025-10-13\n",
       "    source:     MeteoSwiss (ICON-CH1-EPS)\n",
       "    time_zone:  UTC"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "icon_windows = dataset.get_windows(\n",
    "    window_size=24,\n",
    "    horizon_size=24,\n",
    "    stations=[\"KLO\", \"ABO\"],\n",
    "    split=\"nwp_test\",\n",
    "    parameters=[\"temperature\", \"wind_u\", \"wind_v\"],\n",
    "    nwp_parameters=[\"temperature\", \"wind_u\", \"wind_v\"],\n",
    "    as_xarray=True,\n",
    ").nwp\n",
    "\n",
    "icon_windows"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5d7366fa",
   "metadata": {},
   "source": [
    "## Static attributes\n",
    "\n",
    "Each station is either a `rain_gauge`, which measures precipitation (and sometimes temperature), or a `meteo_station` station, which records multiple weather parameters. Every station has a known geographic location, an elevation above sea level, and additional static attributes derived from topographic data interpolated to its position.\n",
    "\n",
    "The full topographic features at a $50m$ resolution can be loaded by initializing the `PeakWeatherDataset` dataset with the `extended_topo_vars` parameter."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e02bd671",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>station_name</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>station_height</th>\n",
       "      <th>swiss_easting</th>\n",
       "      <th>swiss_northing</th>\n",
       "      <th>ASPECT_2000M_SIGRATIO1</th>\n",
       "      <th>WE_DERIVATIVE_2000M_SIGRATIO1</th>\n",
       "      <th>TPI_2000M</th>\n",
       "      <th>SN_DERIVATIVE_10000M_SIGRATIO1</th>\n",
       "      <th>dem</th>\n",
       "      <th>SN_DERIVATIVE_2000M_SIGRATIO1</th>\n",
       "      <th>SLOPE_10000M_SIGRATIO1</th>\n",
       "      <th>ASPECT_10000M_SIGRATIO1</th>\n",
       "      <th>SLOPE_2000M_SIGRATIO1</th>\n",
       "      <th>STD_2000M</th>\n",
       "      <th>STD_10000M</th>\n",
       "      <th>TPI_10000M</th>\n",
       "      <th>WE_DERIVATIVE_10000M_SIGRATIO1</th>\n",
       "      <th>station_type</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nat_abbr</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>ABE</th>\n",
       "      <td>Aarberg</td>\n",
       "      <td>47.057969</td>\n",
       "      <td>7.285350</td>\n",
       "      <td>444.00</td>\n",
       "      <td>2.588355e+06</td>\n",
       "      <td>1.211894e+06</td>\n",
       "      <td>310.688416</td>\n",
       "      <td>0.010961</td>\n",
       "      <td>-6.219757</td>\n",
       "      <td>-0.011349</td>\n",
       "      <td>442.315613</td>\n",
       "      <td>-0.009424</td>\n",
       "      <td>0.872107</td>\n",
       "      <td>318.209137</td>\n",
       "      <td>0.828149</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>44.313626</td>\n",
       "      <td>-38.296173</td>\n",
       "      <td>0.010144</td>\n",
       "      <td>rain_gauge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ABO</th>\n",
       "      <td>Adelboden</td>\n",
       "      <td>46.491703</td>\n",
       "      <td>7.560703</td>\n",
       "      <td>1321.38</td>\n",
       "      <td>2.609372e+06</td>\n",
       "      <td>1.148939e+06</td>\n",
       "      <td>124.863129</td>\n",
       "      <td>-0.167379</td>\n",
       "      <td>-53.303345</td>\n",
       "      <td>-0.026807</td>\n",
       "      <td>1317.771851</td>\n",
       "      <td>0.116605</td>\n",
       "      <td>1.702339</td>\n",
       "      <td>25.582031</td>\n",
       "      <td>11.529667</td>\n",
       "      <td>120.940262</td>\n",
       "      <td>374.830623</td>\n",
       "      <td>-443.723877</td>\n",
       "      <td>-0.012833</td>\n",
       "      <td>meteo_station</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AEG</th>\n",
       "      <td>Oberägeri</td>\n",
       "      <td>47.133636</td>\n",
       "      <td>8.608206</td>\n",
       "      <td>724.43</td>\n",
       "      <td>2.688729e+06</td>\n",
       "      <td>1.220956e+06</td>\n",
       "      <td>190.899567</td>\n",
       "      <td>0.010865</td>\n",
       "      <td>-20.030273</td>\n",
       "      <td>-0.013760</td>\n",
       "      <td>724.173462</td>\n",
       "      <td>0.056423</td>\n",
       "      <td>1.099379</td>\n",
       "      <td>315.811829</td>\n",
       "      <td>3.288559</td>\n",
       "      <td>27.269887</td>\n",
       "      <td>141.396220</td>\n",
       "      <td>-165.792114</td>\n",
       "      <td>0.013376</td>\n",
       "      <td>meteo_station</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AFI</th>\n",
       "      <td>Andelfingen</td>\n",
       "      <td>47.604669</td>\n",
       "      <td>8.670289</td>\n",
       "      <td>360.00</td>\n",
       "      <td>2.692617e+06</td>\n",
       "      <td>1.273392e+06</td>\n",
       "      <td>193.235062</td>\n",
       "      <td>0.004745</td>\n",
       "      <td>-12.622437</td>\n",
       "      <td>-0.001833</td>\n",
       "      <td>357.506256</td>\n",
       "      <td>0.020173</td>\n",
       "      <td>0.299592</td>\n",
       "      <td>290.519653</td>\n",
       "      <td>1.187198</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>31.905980</td>\n",
       "      <td>-55.071655</td>\n",
       "      <td>0.004897</td>\n",
       "      <td>rain_gauge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AGATT</th>\n",
       "      <td>Attelwil</td>\n",
       "      <td>47.265233</td>\n",
       "      <td>8.050519</td>\n",
       "      <td>475.00</td>\n",
       "      <td>2.646308e+06</td>\n",
       "      <td>1.235106e+06</td>\n",
       "      <td>96.557785</td>\n",
       "      <td>-0.020930</td>\n",
       "      <td>-14.010315</td>\n",
       "      <td>-0.009250</td>\n",
       "      <td>474.737488</td>\n",
       "      <td>0.002406</td>\n",
       "      <td>0.593415</td>\n",
       "      <td>333.268860</td>\n",
       "      <td>1.206895</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>75.500339</td>\n",
       "      <td>-105.056763</td>\n",
       "      <td>0.004659</td>\n",
       "      <td>rain_gauge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WYN</th>\n",
       "      <td>Wynau</td>\n",
       "      <td>47.255025</td>\n",
       "      <td>7.787475</td>\n",
       "      <td>421.99</td>\n",
       "      <td>2.626406e+06</td>\n",
       "      <td>1.233849e+06</td>\n",
       "      <td>319.106384</td>\n",
       "      <td>0.021612</td>\n",
       "      <td>-16.944305</td>\n",
       "      <td>-0.002912</td>\n",
       "      <td>421.595306</td>\n",
       "      <td>-0.024955</td>\n",
       "      <td>0.167600</td>\n",
       "      <td>5.381668</td>\n",
       "      <td>1.890799</td>\n",
       "      <td>19.067440</td>\n",
       "      <td>16.002325</td>\n",
       "      <td>-33.209930</td>\n",
       "      <td>-0.000274</td>\n",
       "      <td>meteo_station</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZER</th>\n",
       "      <td>Zermatt</td>\n",
       "      <td>46.029272</td>\n",
       "      <td>7.752433</td>\n",
       "      <td>1638.35</td>\n",
       "      <td>2.624297e+06</td>\n",
       "      <td>1.097574e+06</td>\n",
       "      <td>126.072998</td>\n",
       "      <td>-0.222615</td>\n",
       "      <td>-173.187622</td>\n",
       "      <td>0.023503</td>\n",
       "      <td>1645.671875</td>\n",
       "      <td>0.162173</td>\n",
       "      <td>2.437473</td>\n",
       "      <td>123.514168</td>\n",
       "      <td>15.398737</td>\n",
       "      <td>213.252085</td>\n",
       "      <td>469.596215</td>\n",
       "      <td>-791.969727</td>\n",
       "      <td>-0.035491</td>\n",
       "      <td>meteo_station</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZEV</th>\n",
       "      <td>Zervreila</td>\n",
       "      <td>46.578797</td>\n",
       "      <td>9.118797</td>\n",
       "      <td>1738.00</td>\n",
       "      <td>2.728781e+06</td>\n",
       "      <td>1.159992e+06</td>\n",
       "      <td>109.527702</td>\n",
       "      <td>-0.111410</td>\n",
       "      <td>-240.550537</td>\n",
       "      <td>-0.028125</td>\n",
       "      <td>1738.876587</td>\n",
       "      <td>0.039513</td>\n",
       "      <td>2.217149</td>\n",
       "      <td>43.410706</td>\n",
       "      <td>6.741610</td>\n",
       "      <td>146.893540</td>\n",
       "      <td>324.236704</td>\n",
       "      <td>-571.910034</td>\n",
       "      <td>-0.026606</td>\n",
       "      <td>rain_gauge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZWE</th>\n",
       "      <td>Zweisimmen</td>\n",
       "      <td>46.550511</td>\n",
       "      <td>7.384917</td>\n",
       "      <td>936.00</td>\n",
       "      <td>2.595880e+06</td>\n",
       "      <td>1.155471e+06</td>\n",
       "      <td>273.443573</td>\n",
       "      <td>0.167828</td>\n",
       "      <td>-93.677673</td>\n",
       "      <td>-0.005795</td>\n",
       "      <td>939.551575</td>\n",
       "      <td>-0.010099</td>\n",
       "      <td>2.334606</td>\n",
       "      <td>278.171326</td>\n",
       "      <td>9.543953</td>\n",
       "      <td>118.914438</td>\n",
       "      <td>316.598639</td>\n",
       "      <td>-477.413879</td>\n",
       "      <td>0.040355</td>\n",
       "      <td>rain_gauge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZWK</th>\n",
       "      <td>Zwillikon</td>\n",
       "      <td>47.290092</td>\n",
       "      <td>8.431958</td>\n",
       "      <td>461.00</td>\n",
       "      <td>2.675139e+06</td>\n",
       "      <td>1.238164e+06</td>\n",
       "      <td>166.458527</td>\n",
       "      <td>-0.001038</td>\n",
       "      <td>-20.879974</td>\n",
       "      <td>0.011795</td>\n",
       "      <td>461.351562</td>\n",
       "      <td>0.004308</td>\n",
       "      <td>1.648120</td>\n",
       "      <td>245.798660</td>\n",
       "      <td>0.253896</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>93.148896</td>\n",
       "      <td>-49.712555</td>\n",
       "      <td>0.026244</td>\n",
       "      <td>rain_gauge</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>302 rows × 20 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         station_name   latitude  longitude  station_height  swiss_easting  \\\n",
       "nat_abbr                                                                     \n",
       "ABE           Aarberg  47.057969   7.285350          444.00   2.588355e+06   \n",
       "ABO         Adelboden  46.491703   7.560703         1321.38   2.609372e+06   \n",
       "AEG         Oberägeri  47.133636   8.608206          724.43   2.688729e+06   \n",
       "AFI       Andelfingen  47.604669   8.670289          360.00   2.692617e+06   \n",
       "AGATT        Attelwil  47.265233   8.050519          475.00   2.646308e+06   \n",
       "...               ...        ...        ...             ...            ...   \n",
       "WYN             Wynau  47.255025   7.787475          421.99   2.626406e+06   \n",
       "ZER           Zermatt  46.029272   7.752433         1638.35   2.624297e+06   \n",
       "ZEV         Zervreila  46.578797   9.118797         1738.00   2.728781e+06   \n",
       "ZWE        Zweisimmen  46.550511   7.384917          936.00   2.595880e+06   \n",
       "ZWK         Zwillikon  47.290092   8.431958          461.00   2.675139e+06   \n",
       "\n",
       "          swiss_northing  ASPECT_2000M_SIGRATIO1  \\\n",
       "nat_abbr                                           \n",
       "ABE         1.211894e+06              310.688416   \n",
       "ABO         1.148939e+06              124.863129   \n",
       "AEG         1.220956e+06              190.899567   \n",
       "AFI         1.273392e+06              193.235062   \n",
       "AGATT       1.235106e+06               96.557785   \n",
       "...                  ...                     ...   \n",
       "WYN         1.233849e+06              319.106384   \n",
       "ZER         1.097574e+06              126.072998   \n",
       "ZEV         1.159992e+06              109.527702   \n",
       "ZWE         1.155471e+06              273.443573   \n",
       "ZWK         1.238164e+06              166.458527   \n",
       "\n",
       "          WE_DERIVATIVE_2000M_SIGRATIO1   TPI_2000M  \\\n",
       "nat_abbr                                              \n",
       "ABE                            0.010961   -6.219757   \n",
       "ABO                           -0.167379  -53.303345   \n",
       "AEG                            0.010865  -20.030273   \n",
       "AFI                            0.004745  -12.622437   \n",
       "AGATT                         -0.020930  -14.010315   \n",
       "...                                 ...         ...   \n",
       "WYN                            0.021612  -16.944305   \n",
       "ZER                           -0.222615 -173.187622   \n",
       "ZEV                           -0.111410 -240.550537   \n",
       "ZWE                            0.167828  -93.677673   \n",
       "ZWK                           -0.001038  -20.879974   \n",
       "\n",
       "          SN_DERIVATIVE_10000M_SIGRATIO1          dem  \\\n",
       "nat_abbr                                                \n",
       "ABE                            -0.011349   442.315613   \n",
       "ABO                            -0.026807  1317.771851   \n",
       "AEG                            -0.013760   724.173462   \n",
       "AFI                            -0.001833   357.506256   \n",
       "AGATT                          -0.009250   474.737488   \n",
       "...                                  ...          ...   \n",
       "WYN                            -0.002912   421.595306   \n",
       "ZER                             0.023503  1645.671875   \n",
       "ZEV                            -0.028125  1738.876587   \n",
       "ZWE                            -0.005795   939.551575   \n",
       "ZWK                             0.011795   461.351562   \n",
       "\n",
       "          SN_DERIVATIVE_2000M_SIGRATIO1  SLOPE_10000M_SIGRATIO1  \\\n",
       "nat_abbr                                                          \n",
       "ABE                           -0.009424                0.872107   \n",
       "ABO                            0.116605                1.702339   \n",
       "AEG                            0.056423                1.099379   \n",
       "AFI                            0.020173                0.299592   \n",
       "AGATT                          0.002406                0.593415   \n",
       "...                                 ...                     ...   \n",
       "WYN                           -0.024955                0.167600   \n",
       "ZER                            0.162173                2.437473   \n",
       "ZEV                            0.039513                2.217149   \n",
       "ZWE                           -0.010099                2.334606   \n",
       "ZWK                            0.004308                1.648120   \n",
       "\n",
       "          ASPECT_10000M_SIGRATIO1  SLOPE_2000M_SIGRATIO1   STD_2000M  \\\n",
       "nat_abbr                                                               \n",
       "ABE                    318.209137               0.828149    0.000000   \n",
       "ABO                     25.582031              11.529667  120.940262   \n",
       "AEG                    315.811829               3.288559   27.269887   \n",
       "AFI                    290.519653               1.187198    0.000000   \n",
       "AGATT                  333.268860               1.206895    0.000000   \n",
       "...                           ...                    ...         ...   \n",
       "WYN                      5.381668               1.890799   19.067440   \n",
       "ZER                    123.514168              15.398737  213.252085   \n",
       "ZEV                     43.410706               6.741610  146.893540   \n",
       "ZWE                    278.171326               9.543953  118.914438   \n",
       "ZWK                    245.798660               0.253896    0.000000   \n",
       "\n",
       "          STD_10000M  TPI_10000M  WE_DERIVATIVE_10000M_SIGRATIO1  \\\n",
       "nat_abbr                                                           \n",
       "ABE        44.313626  -38.296173                        0.010144   \n",
       "ABO       374.830623 -443.723877                       -0.012833   \n",
       "AEG       141.396220 -165.792114                        0.013376   \n",
       "AFI        31.905980  -55.071655                        0.004897   \n",
       "AGATT      75.500339 -105.056763                        0.004659   \n",
       "...              ...         ...                             ...   \n",
       "WYN        16.002325  -33.209930                       -0.000274   \n",
       "ZER       469.596215 -791.969727                       -0.035491   \n",
       "ZEV       324.236704 -571.910034                       -0.026606   \n",
       "ZWE       316.598639 -477.413879                        0.040355   \n",
       "ZWK        93.148896  -49.712555                        0.026244   \n",
       "\n",
       "           station_type  \n",
       "nat_abbr                 \n",
       "ABE          rain_gauge  \n",
       "ABO       meteo_station  \n",
       "AEG       meteo_station  \n",
       "AFI          rain_gauge  \n",
       "AGATT        rain_gauge  \n",
       "...                 ...  \n",
       "WYN       meteo_station  \n",
       "ZER       meteo_station  \n",
       "ZEV          rain_gauge  \n",
       "ZWE          rain_gauge  \n",
       "ZWK          rain_gauge  \n",
       "\n",
       "[302 rows x 20 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataset.stations_table"
   ]
  }
 ],
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