{ "cells": [ { "cell_type": "markdown", "id": "b5b32ae3", "metadata": {}, "source": [ "# Interpreting Hydrometeorological Ensemble Verification Results\n", "\n", "This notebook is the second part of the Hydrometeorological ensemble verification tutorial.\n", "\n", "In the first notebook, we learned how to configure a verification experiment, run the _veriflow_ pipeline, inspect the resulting `OutputDataset`, and explore results using the interactive application.\n", "\n", "Here, we focus on **understanding and interpreting the verification results**.\n", "\n", "The goal is to understand what verification metrics and statistical criteria tell us about forecast performance, uncertainty, and reliability.\n", "\n", "We will explore:\n", "\n", "- What do the verification metric and statiscal criteria tell us?\n", "- How does forecast quality change with lead time?\n", "- How well does the ensemble represent uncertainty?\n", "- What is the effect of different post-processing approaches?\n", "\n", "We will focus on:\n", "\n", "- **Scatter plots**: how close forecasts are to observations\n", "- **Continuous Ranked Probability Score (CRPS)**: probabilistic forecast quiality\n", "- **Rank histograms**: ensemble reliability and spread\n", "\n", "Throughout the notebook, we use discharge forecasts for the River Rhine at **Lobith** as a practical example.\n", "\n", "---" ] }, { "cell_type": "markdown", "id": "53cc1f22", "metadata": {}, "source": [ "## 1. What are we trying to evaluate?\n", "\n", "Forecast verification can answer different questions depending on the metrics/criteria used.\n", "\n", "In this notebook, we focus on:\n", "\n", "- **Accuracy**: are forecasts close to the observed values?\n", "- **Bias**: do forecasts systematically overestimate or underestimate discharge?\n", "- **Lead-time behaviour**: how does forecast quality change from short to longer lead times?\n", "- **Uncertainty**: does the ensemble spread represent the range of possible outcomes?\n", "- **Reliability**: do observations behave as if they could plausibly come from the forecast ensemble?\n", "\n", "These aspects are complementary. A forecast can be accurate on average but still poorly represent uncertainty, or it can have a realistic spread but still be biased." ] }, { "cell_type": "markdown", "id": "4c57d82c", "metadata": {}, "source": [ "## 2. Setup\n", "\n", "We reuse the same case study and data sources as in Notebook 1.\n", "\n", "The pipeline is run again here so that this notebook is self-contained." ] }, { "cell_type": "code", "execution_count": null, "id": "6c3d873a", "metadata": {}, "outputs": [], "source": [ "# Add automatic reloading of modules in case of changes\n", "%load_ext autoreload\n", "%autoreload 2\n", "\n", "from datetime import datetime, timezone\n", "import logging\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import xarray as xr\n", "\n", "from veriflow.configuration import Config, GeneralInfoConfig\n", "from veriflow.configuration.utils import (\n", " LeadTimes,\n", " Range,\n", " TimeUnits,\n", " VerificationPair,\n", " VerificationPeriod,\n", ")\n", "from veriflow.constants import DataType\n", "from veriflow.datasources import ZarrConfig\n", "from veriflow.pipeline import run_pipeline\n", "from veriflow.scores import CrpsForEnsembleConfig, RankHistogramConfig" ] }, { "cell_type": "markdown", "id": "09931e69", "metadata": {}, "source": [ "## 3. Define and run the verification pipeline\n", "\n", "The configuration below defines:\n", "\n", "- the verification period\n", "- the forecast datasets and observation dataset\n", "- the lead times\n", "- the verification metrics and statistica; criteria\n", "\n", "The discharge forecasts were generated by forcing the HBV hydrological model with raw or post-processed ECMWF meteorological ensemble reforecasts." ] }, { "cell_type": "code", "execution_count": 2, "id": "15393860", "metadata": {}, "outputs": [], "source": [ "general = GeneralInfoConfig(\n", " verification_period=VerificationPeriod(\n", " start=datetime(1988, 1, 1, tzinfo=timezone.utc),\n", " end=datetime(2008, 12, 31, tzinfo=timezone.utc),\n", " dimension=\"forecast_reference_time\",\n", " ),\n", " verification_pairs=[\n", " VerificationPair(id=\"raw_raw\", obs=\"obs\", sim=\"raw_raw\", variable=\"Q\"),\n", " VerificationPair(id=\"lin_log\", obs=\"obs\", sim=\"lin_log\", variable=\"Q\"),\n", " VerificationPair(id=\"qqt_qqt\", obs=\"obs\", sim=\"qqt_qqt\", variable=\"Q\"),\n", " ],\n", " lead_times=LeadTimes(\n", " unit=TimeUnits.day,\n", " values=Range(start=0, end=10, step=1),\n", " ),\n", ")" ] }, { "cell_type": "code", "execution_count": 3, "id": "d8a81384", "metadata": {}, "outputs": [], "source": [ "datasources = [\n", " ZarrConfig(\n", " general=general,\n", " import_adapter=\"zarr\",\n", " source=\"obs\",\n", " data_type=DataType.observed_historical,\n", " consolidated=True,\n", " path=\"https://s3.deltares.nl/deltares-verification-assets/rhine_dataset_verkade_2013/obs_Q.zarr\",\n", " ),\n", " ZarrConfig(\n", " general=general,\n", " import_adapter=\"zarr\",\n", " source=\"raw_raw\",\n", " data_type=DataType.simulated_forecast_ensemble,\n", " consolidated=True,\n", " path=\"https://s3.deltares.nl/deltares-verification-assets/rhine_dataset_verkade_2013/case-raw-raw_Q.zarr\",\n", " ),\n", " ZarrConfig(\n", " general=general,\n", " import_adapter=\"zarr\",\n", " source=\"lin_log\",\n", " data_type=DataType.simulated_forecast_ensemble,\n", " consolidated=True,\n", " path=\"https://s3.deltares.nl/deltares-verification-assets/rhine_dataset_verkade_2013/case-lin-log_Q.zarr\",\n", " ),\n", " ZarrConfig(\n", " general=general,\n", " import_adapter=\"zarr\",\n", " source=\"qqt_qqt\",\n", " data_type=DataType.simulated_forecast_ensemble,\n", " consolidated=True,\n", " path=\"https://s3.deltares.nl/deltares-verification-assets/rhine_dataset_verkade_2013/case-qqt-qqt_Q.zarr\",\n", " ),\n", "]" ] }, { "cell_type": "code", "execution_count": 4, "id": "05eab110", "metadata": {}, "outputs": [], "source": [ "scores = [\n", " CrpsForEnsembleConfig(\n", " score_adapter=\"crps_for_ensemble\",\n", " general=general,\n", " reduce_dims=[],\n", " ),\n", " RankHistogramConfig(\n", " score_adapter=\"rank_histogram\",\n", " general=general,\n", " reduce_dims=[\"forecast_reference_time\"],\n", " ),\n", "]\n", "\n", "config = Config(\n", " fileversion=\"0.1.0\",\n", " general=general,\n", " datasources=datasources,\n", " scores=scores,\n", ")" ] }, { "cell_type": "code", "execution_count": 5, "id": "6d9106ba", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-06-03 11:44:51,106 INFO veriflow.pipeline: Successfully initialized the configuration. \n", "\t verification_period_start = 1988-01-01 00:00:00 \n", "\t verification_period_end = 2008-12-31 00:00:00\n", "2026-06-03 11:44:51,107 INFO veriflow.pipeline: Start getting data from Zarr.\n", "2026-06-03 11:44:51,237 INFO veriflow.pipeline: Successfully got data from Zarr.\n", "2026-06-03 11:44:51,238 INFO veriflow.pipeline: Start getting data from Zarr.\n", "2026-06-03 11:44:51,252 INFO veriflow.pipeline: Successfully got data from Zarr.\n", "2026-06-03 11:44:51,253 INFO veriflow.pipeline: Start getting data from Zarr.\n", "2026-06-03 11:44:51,268 INFO veriflow.pipeline: Successfully got data from Zarr.\n", "2026-06-03 11:44:51,269 INFO veriflow.pipeline: Start getting data from Zarr.\n", "2026-06-03 11:44:51,284 INFO veriflow.pipeline: Successfully got data from Zarr.\n", "2026-06-03 11:44:51,287 INFO veriflow.pipeline: Successfully loaded all data from sources.\n", "2026-06-03 11:44:52,035 INFO veriflow.pipeline: Successfully computed CrpsForEnsemble for verification pair raw_raw.\n", "2026-06-03 11:44:52,797 INFO veriflow.pipeline: Successfully computed CrpsForEnsemble for verification pair lin_log.\n", "2026-06-03 11:44:53,477 INFO veriflow.pipeline: Successfully computed CrpsForEnsemble for verification pair qqt_qqt.\n", "2026-06-03 11:44:56,070 INFO veriflow.pipeline: Successfully computed RankHistogram for verification pair raw_raw.\n", "2026-06-03 11:44:58,363 INFO veriflow.pipeline: Successfully computed RankHistogram for verification pair lin_log.\n", "2026-06-03 11:45:00,358 INFO veriflow.pipeline: Successfully computed RankHistogram for verification pair qqt_qqt.\n", "2026-06-03 11:45:00,358 INFO veriflow.pipeline: Verification pipeline completed successfully.\n" ] } ], "source": [ "logging.basicConfig(\n", " level=logging.INFO,\n", " format=\"%(asctime)s %(levelname)s %(name)s: %(message)s\",\n", " handlers=[logging.StreamHandler()],\n", ")\n", "\n", "output_dataset = run_pipeline(config)" ] }, { "cell_type": "markdown", "id": "48b11beb", "metadata": {}, "source": [ "## 4. Prepare data for interpretation\n", "\n", "The `OutputDataset` stores results per verification pair. \n", "We first create a few convenience objects and helper functions that will be used throughout this notebook." ] }, { "cell_type": "code", "execution_count": 9, "id": "7bbbaa8c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'H-RN-0001'" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "verification_pairs = {pair.id: pair for pair in output_dataset.verification_pairs}\n", "pair_datasets = {\n", " pair_id: output_dataset.get(verification_pair=pair)\n", " for pair_id, pair in verification_pairs.items()\n", "}\n", "\n", "forecast_variants = [\"raw_raw\", \"lin_log\", \"qqt_qqt\"]\n", "\n", "# Use Lobith as the example station.\n", "sample_ds = pair_datasets[\"raw_raw\"]\n", "example_station = str(sample_ds.station.values[0])\n", "example_station" ] }, { "cell_type": "code", "execution_count": 10, "id": "ebb302bc", "metadata": {}, "outputs": [], "source": [ "def get_lead_coord_name(obj):\n", " \"\"\"Return the lead-time coordinate/dimension name used by an xarray object.\"\"\"\n", " for name in [\"lead_time\", \"forecast_period\"]:\n", " if name in obj.dims or name in obj.coords:\n", " return name\n", " raise KeyError(\"No lead-time coordinate found. Expected 'lead_time' or 'forecast_period'.\")\n", "\n", "\n", "def select_lead_time(da, lead_days):\n", " \"\"\"Select a lead time in days, robust to coordinate naming and dtype.\"\"\"\n", " lead_name = get_lead_coord_name(da)\n", " target = np.timedelta64(lead_days, \"D\")\n", "\n", " try:\n", " return da.sel({lead_name: target})\n", " except Exception:\n", " try:\n", " return da.sel({lead_name: lead_days})\n", " except Exception:\n", " lead_values = da[lead_name].values\n", " if np.issubdtype(lead_values.dtype, np.timedelta64):\n", " lead_values_days = lead_values / np.timedelta64(1, \"D\")\n", " else:\n", " lead_values_days = lead_values\n", " idx = int(np.where(lead_values_days == lead_days)[0][0])\n", " return da.isel({lead_name: idx})\n", "\n", "\n", "def use_valid_time_axis(da):\n", " \"\"\"Use valid time as the plotting dimension when available.\"\"\"\n", " if \"forecast_reference_time\" in da.dims and \"time\" in da.coords:\n", " return da.swap_dims({\"forecast_reference_time\": \"time\"})\n", " return da\n", "\n", "\n", "def get_forecast_data(pair_id):\n", " \"\"\"Return the forecast DataArray for one verification pair.\"\"\"\n", " pair = verification_pairs[pair_id]\n", " pair_ds = pair_datasets[pair_id]\n", " if pair.sim in pair_ds.data_vars:\n", " return pair_ds[pair.sim]\n", " if pair_id in pair_ds.data_vars:\n", " return pair_ds[pair_id]\n", " raise KeyError(f\"Could not find forecast variable for pair '{pair_id}'.\")" ] }, { "cell_type": "markdown", "id": "b53ed424", "metadata": {}, "source": [ "## 5. Inspecting the coressponding input data\n", "\n", "Before interpreting verification and statistical results, it is useful to inspect the coressponding observations and forecasts datasets.\n", "\n", "The `OutputDataset` contains both the computed results and the coressponding input data used to calculate them. This helps us understand what is being compared before we interpret the results.\n", "\n", "Below, we inspect discharge at the **Lobith station (`H-RN-0001`)**." ] }, { "cell_type": "code", "execution_count": 11, "id": "735b1613", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'H-RN-0001'" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Select one verification pair and extract coressponding observations and forecasts.\n", "sample_pair_id = \"raw_raw\"\n", "sample_ds = pair_datasets[sample_pair_id]\n", "\n", "obs_da = sample_ds[\"obs\"]\n", "sim_da = get_forecast_data(sample_pair_id)\n", "\n", "# Lobith station. You can change this to another station ID.\n", "example_station = str(obs_da.station.values[0])\n", "example_station" ] }, { "cell_type": "code", "execution_count": 12, "id": "46c25672", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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datastationsdimensionsensemble_memberslead_times_days
0observations88(station, forecast_reference_time, lead_time)NaNNaN
1forecasts88(forecast_reference_time, lead_time, station, ...5.0[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
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" ], "text/plain": [ " data stations dimensions \\\n", "0 observations 88 (station, forecast_reference_time, lead_time) \n", "1 forecasts 88 (forecast_reference_time, lead_time, station, ... \n", "\n", " ensemble_members lead_times_days \n", "0 NaN NaN \n", "1 5.0 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lead_name = get_lead_coord_name(sim_da)\n", "lead_values = sim_da[lead_name].values\n", "\n", "if np.issubdtype(lead_values.dtype, np.timedelta64):\n", " lead_days = (lead_values / np.timedelta64(1, \"D\")).astype(int).tolist()\n", "else:\n", " lead_days = list(lead_values)\n", "\n", "summary = pd.DataFrame(\n", " [\n", " {\n", " \"data\": \"observations\",\n", " \"stations\": obs_da.sizes.get(\"station\"),\n", " \"dimensions\": tuple(obs_da.dims),\n", " },\n", " {\n", " \"data\": \"forecasts\",\n", " \"stations\": sim_da.sizes.get(\"station\"),\n", " \"ensemble_members\": sim_da.sizes.get(\"realization\"),\n", " \"lead_times_days\": lead_days,\n", " \"dimensions\": tuple(sim_da.dims),\n", " },\n", " ]\n", ")\n", "\n", "summary" ] }, { "cell_type": "markdown", "id": "b0ce97df", "metadata": {}, "source": [ "### Questions\n", "\n", "Before continuing, inspect the dataset summary above.\n", "\n", "1. How many forecast lead times are available?\n", "2. What is the shortest and longest lead time?\n", "3. How many ensemble members, or realizations, does each forecast contain?\n", "4. Which dimensions are present in the forecast data?\n", "5. Which dimensions are present in the observation data?\n", "6. Why do the observations contain a `lead_time` dimension even though observations do not have forecast lead times?\n", "\n", "
\n", "Show suggested answers\n", "\n", "1. There are **10 forecast lead times**.\n", "2. The lead times range from **1 day to 10 days**.\n", "3. Each forecast contains **5 ensemble members** (`realization = 5`).\n", "4. The forecast data contain dimensions:\n", " - `forecast_reference_time`\n", " - `lead_time`\n", " - `station`\n", " - `realization`\n", "5. The observation data contain dimensions:\n", " - `forecast_reference_time`\n", " - `lead_time`\n", " - `station`\n", "6. The observations have been aligned to the forecast structure. For each forecast lead time, the corresponding observed value at the forecast valid time is stored. This makes it easier to compare forecasts and observations and compute verification diagnostics.\n", "\n", "Notice that observations do not have a `realization` dimension because there is only one observed value for each location and time.\n", "\n", "
" ] }, { "cell_type": "markdown", "id": "5fe2d383", "metadata": {}, "source": [ "## 6. Quick exploration of observations and forecasts\n", "\n", "Before interpreting the verificationa and statistical results, we briefly inspect the discharge time series at Lobith.\n", "\n", "The first plot shows the observed discharge time series using a 1-day lead time. The second plot compares observations with the ensemble mean and spread for three lead times during 1995, when a major flood event occurred in the Rhine basin." ] }, { "cell_type": "code", "execution_count": 13, "id": "d6f3a2fc", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "obs_series = select_lead_time(\n", " obs_da.sel(station=example_station),\n", " lead_days=1,\n", ")\n", "obs_series = use_valid_time_axis(obs_series)\n", "\n", "fig, ax = plt.subplots(figsize=(14, 4))\n", "\n", "obs_series.plot(ax=ax, color=\"black\", linewidth=1)\n", "ax.set_title(f\"Observed discharge at station {example_station}\")\n", "ax.set_ylabel(\"Discharge (m³/s)\")\n", "ax.grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "id": "c96e75f2", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "forecast_datasets = {\n", " pair_id: get_forecast_data(pair_id).sel(station=example_station)\n", " for pair_id in forecast_variants\n", "}\n", "\n", "\n", "def forecast_stats_for_lead(da, lead_days):\n", " \"\"\"Return ensemble mean, min, and max for a selected lead time.\"\"\"\n", " selected = select_lead_time(da, lead_days)\n", "\n", " mean = selected.mean(dim=\"realization\")\n", " lower = selected.min(dim=\"realization\")\n", " upper = selected.max(dim=\"realization\")\n", "\n", " return use_valid_time_axis(mean), use_valid_time_axis(lower), use_valid_time_axis(upper)\n", "\n", "\n", "def plot_event_forecasts(obs_series, forecast_datasets, period, period_label, lead_times=(1, 5, 10)):\n", " \"\"\"Plot observed discharge and forecast ensemble summaries for multiple lead times.\"\"\"\n", " colors = {\n", " \"raw_raw\": \"tab:blue\",\n", " \"lin_log\": \"tab:orange\",\n", " \"qqt_qqt\": \"tab:green\",\n", " }\n", "\n", " fig, axes = plt.subplots(len(lead_times), 1, figsize=(14, 10), sharex=True, sharey=False)\n", " obs_period = obs_series.sel(time=period)\n", "\n", " for ax, lead_days in zip(axes, lead_times):\n", " obs_period.plot(ax=ax, color=\"black\", linewidth=2, label=\"Observed\")\n", "\n", " for name, da in forecast_datasets.items():\n", " mean, lower, upper = forecast_stats_for_lead(da, lead_days)\n", " mean_period = mean.sel(time=period)\n", " lower_period = lower.sel(time=period)\n", " upper_period = upper.sel(time=period)\n", "\n", " color = colors[name]\n", " ax.fill_between(\n", " mean_period[\"time\"].values,\n", " lower_period.values,\n", " upper_period.values,\n", " color=color,\n", " alpha=0.18,\n", " )\n", " mean_period.plot(ax=ax, color=color, linewidth=1.8, label=f\"{name} mean\")\n", "\n", " ax.set_title(f\"{period_label} | lead time = {lead_days} days\")\n", " ax.set_ylabel(\"Discharge (m³/s)\")\n", " ax.grid(True, alpha=0.3)\n", "\n", " axes[0].legend(loc=\"upper right\")\n", " axes[-1].set_xlabel(\"Date\")\n", "\n", " plt.suptitle(f\"Observed and forecast discharge at station {example_station}\", y=1.02)\n", " plt.tight_layout()\n", " plt.show()\n", "\n", "\n", "year_1995_period = slice(\"1995-01-01\", \"1995-12-31\")\n", "\n", "plot_event_forecasts(\n", " obs_series=obs_series,\n", " forecast_datasets=forecast_datasets,\n", " period=year_1995_period,\n", " period_label=\"1 Jan 1995 to 31 Dec 1995\",\n", " lead_times=(1, 5, 10),\n", ")" ] }, { "cell_type": "markdown", "id": "85da1b12", "metadata": {}, "source": [ "### Questions\n", "\n", "Use the figures above to reflect on the data before interpreting the verification results.\n", "\n", "1. How does discharge vary through 1995?\n", "2. What does the shaded range around each forecast mean represent?\n", "3. How does forecast behaviour change with lead time?\n", "\n", "
\n", "Show suggested answers\n", "\n", "1. Discharge shows variability throughout the year, with exceptionally high peaks in early 1995.\n", "2. The shaded range shows the minimum-to-maximum range across ensemble members. A wider range indicates greater ensemble spread and forecast uncertainty.\n", "3. Forecasts generally become less precise and more uncertain at longer lead times. This appear as larger deviations from observations and wider ensemble spread.\n", "\n", "
" ] }, { "cell_type": "markdown", "id": "6b90cb4f", "metadata": {}, "source": [ "## 7. Before interpreting the verification results\n", "\n", "Before looking at the plots, consider the following questions.\n", "\n", "1. What do you expect to happen to forecast skill as lead time increases?\n", "2. Should a good ensemble forecast always have a very small spread?\n", "3. Why might high-flow/flooding events be harder to forecast than normal-flow conditions?\n", "4. Which criteria helps assess probabilistic accuracy?\n", "5. Which metrics/criteria helps assess ensemble spread and reliability?\n", "\n", "
\n", "Show suggested answers\n", "\n", "1. Forecast skill usually decreases as lead time increases because uncertainty grows further into the future.\n", "2. No. A good ensemble should have an appropriate spread. If the spread is too small, observations may often fall outside the ensemble range.\n", "3. High-flow/flooding events are often driven by complex rainfall, snowmelt, catchment storage, and routing processes. Small timing or precipitation errors can produce large discharge errors.\n", "4. CRPS.\n", "5. Rank histogram.\n", "\n", "
" ] }, { "cell_type": "markdown", "id": "a4fe3345", "metadata": {}, "source": [ "## 8. Scatter plots: observed versus forecast discharge\n", "\n", "Scatter plots compare forecasted discharge against observed discharge.\n", "\n", "- Points close to the **1:1 line** indicate good agreement.\n", "- Points below the line indicate underestimation.\n", "- Points above the line indicate overestimation.\n", "- Increasing spread around the line indicates increasing forecast uncertainty or error.\n", "\n", "For readability, we compare the **ensemble mean** with the observations for lead times of 1, 5, and 10 days. This gives a compact overview of forecast behaviour across lead times and forecast datasets." ] }, { "cell_type": "code", "execution_count": 15, "id": "a8bd5e8e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "selected_leads = [1, 5, 10]\n", "\n", "fig, axes = plt.subplots(\n", " len(selected_leads),\n", " len(forecast_variants),\n", " figsize=(12, 10),\n", " sharex=True,\n", " sharey=True,\n", ")\n", "\n", "axes = np.atleast_2d(axes)\n", "\n", "for row, lead_day in enumerate(selected_leads):\n", " for col, pair_id in enumerate(forecast_variants):\n", " ds_variant = pair_datasets[pair_id]\n", "\n", " obs = ds_variant[\"obs\"].sel(station=example_station)\n", " forecast = get_forecast_data(pair_id).sel(station=example_station)\n", "\n", " obs_lead = use_valid_time_axis(select_lead_time(obs, lead_day))\n", " forecast_lead = use_valid_time_axis(select_lead_time(forecast, lead_day))\n", "\n", " forecast_mean = forecast_lead.mean(dim=\"realization\")\n", "\n", " valid = np.isfinite(obs_lead.values) & np.isfinite(forecast_mean.values)\n", "\n", " x = obs_lead.values[valid]\n", " y = forecast_mean.values[valid]\n", "\n", " ax = axes[row, col]\n", " ax.scatter(x, y, s=8, alpha=0.3)\n", "\n", " min_val = min(x.min(), y.min())\n", " max_val = max(x.max(), y.max())\n", "\n", " ax.plot(\n", " [min_val, max_val],\n", " [min_val, max_val],\n", " color=\"black\",\n", " linestyle=\"--\",\n", " linewidth=1,\n", " )\n", "\n", " ax.set_title(f\"{pair_id} | {lead_day}-day lead\")\n", " ax.grid(True, alpha=0.3)\n", "\n", " if col == 0:\n", " ax.set_ylabel(\"Forecast discharge (m³/s)\")\n", "\n", " if row == len(selected_leads) - 1:\n", " ax.set_xlabel(\"Observed discharge (m³/s)\")\n", "\n", "plt.suptitle(\n", " f\"Observed vs ensemble-mean forecast discharge at Lobith ({example_station})\",\n", " y=1.02,\n", ")\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b52ca548", "metadata": {}, "source": [ "### Interpretation: scatter plots\n", "\n", "At a **1-day lead time**, all forecast datasets show strong agreement with observations. The points lie close to the 1:1 line, indicating good short-range forecast accuracy.\n", "\n", "At a **5-day lead time**, the spread around the 1:1 line increases. This indicates growing uncertainty and decreasing forecast skill. Some high observed discharge values are underestimated, especially during high-flow/flood conditions.\n", "\n", "At a **10-day lead time**, the relationship between forecasts and observations becomes weaker. The scatter increases further and high flows are more difficult to predict accurately.\n", "\n", "Overall, the scatter plots show that forecast skill decreases with lead time and that forecast errors become larger for high discharge values." ] }, { "cell_type": "markdown", "id": "9defce04", "metadata": {}, "source": [ "## 9. Continuous Ranked Probability Score (CRPS)\n", "\n", "CRPS asseses how well an ensemble forecast matches the observed outcome. It evaluates the full forecast distribution, not just the ensemble mean.\n", "\n", "- A CRPS of **0** indicates a perfect forecast.\n", "- Lower values indicate better probabilistic forecast quality.\n", "- CRPS increases when forecasts are biased or when the ensemble spread does not adequately represent the observation.\n", "\n", "Here we compute the mean CRPS at Lobith as a function of lead time for each forecast dataset." ] }, { "cell_type": "code", "execution_count": 16, "id": "f0022666", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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lead_time_dayscrpsforecast_dataset
011.500894raw_raw
127.732856raw_raw
2320.205717raw_raw
3438.658575raw_raw
4562.932173raw_raw
\n", "
" ], "text/plain": [ " lead_time_days crps forecast_dataset\n", "0 1 1.500894 raw_raw\n", "1 2 7.732856 raw_raw\n", "2 3 20.205717 raw_raw\n", "3 4 38.658575 raw_raw\n", "4 5 62.932173 raw_raw" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "crps_by_variant = {}\n", "\n", "for pair_id in forecast_variants:\n", " ds_variant = pair_datasets[pair_id]\n", " crps = ds_variant[\"crps_for_ensemble\"].sel(station=example_station)\n", "\n", " # Average over forecast reference times to obtain CRPS by lead time.\n", " crps_mean = crps.mean(dim=\"forecast_reference_time\", skipna=True)\n", " lead_name = get_lead_coord_name(crps_mean)\n", "\n", " lead_values = crps_mean[lead_name].values\n", " if np.issubdtype(lead_values.dtype, np.timedelta64):\n", " lead_days = (lead_values / np.timedelta64(1, \"D\")).astype(int)\n", " else:\n", " lead_days = lead_values\n", "\n", " crps_by_variant[pair_id] = pd.DataFrame(\n", " {\n", " \"lead_time_days\": lead_days,\n", " \"crps\": crps_mean.values,\n", " \"forecast_dataset\": pair_id,\n", " }\n", " )\n", "\n", "crps_df = pd.concat(crps_by_variant.values(), ignore_index=True)\n", "crps_df.head()" ] }, { "cell_type": "code", "execution_count": 17, "id": "794982f4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 5))\n", "\n", "for pair_id, group in crps_df.groupby(\"forecast_dataset\"):\n", " ax.plot(\n", " group[\"lead_time_days\"],\n", " group[\"crps\"],\n", " marker=\"o\",\n", " label=pair_id,\n", " )\n", "\n", "ax.set_title(f\"Mean CRPS by lead time at Lobith ({example_station})\")\n", "ax.set_xlabel(\"Lead time (days)\")\n", "ax.set_ylabel(\"Mean CRPS\")\n", "ax.grid(True, alpha=0.3)\n", "ax.legend(title=\"Forecast dataset\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "070b84b7", "metadata": {}, "source": [ "### Interpretation: CRPS\n", "\n", "The mean CRPS increases steadily with lead time for all forecast datasets. This indicates that probabilistic forecast skill decreases as predictions extend further into the future.\n", "\n", "At **short lead times**, all forecast datasets have relatively low CRPS values, indicating good short-term probabilistic performance.\n", "\n", "At **longer lead times**, the differences between datasets become clearer. Lower CRPS values indicate better probabilistic forecast quality. In this case, `raw_raw` and `qqt_qqt` remain closer to each other, while `lin_log` shows higher CRPS values at longer lead times.\n", "\n", "Overall, the CRPS plot confirms the expected loss of skill with lead time and shows how different post-processing approaches affect probabilistic forecast performance." ] }, { "cell_type": "markdown", "id": "e00b3785", "metadata": {}, "source": [ "# 10. Rank histograms\n", "\n", "Rank histograms evaluate ensemble reliability and spread. They show where observations fall relative to the ordered ensemble members. For a well-calibrated ensemble, the histogram should be roughly uniform.\n", "\n", "Common patterns:\n", "\n", "- **U-shaped**: ensemble spread is too narrow; observations often fall outside the ensemble range.\n", "- **Dome-shaped**: ensemble spread is too wide.\n", "- **Skewed**: forecasts may be biased high or low.\n", "\n", "Here we compare rank histograms for the three forecast datasets and selected lead times." ] }, { "cell_type": "code", "execution_count": 18, "id": "536379e1", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "selected_leads = [1, 5, 10]\n", "\n", "fig, axes = plt.subplots(\n", " len(selected_leads),\n", " len(forecast_variants),\n", " figsize=(12, 8),\n", " sharex=True,\n", " sharey=True,\n", ")\n", "\n", "axes = np.atleast_2d(axes)\n", "\n", "for row, lead_day in enumerate(selected_leads):\n", " for col, pair_id in enumerate(forecast_variants):\n", " ds_variant = pair_datasets[pair_id]\n", " rank_hist = ds_variant[\"histogram_rank\"].sel(station=example_station)\n", " hist = select_lead_time(rank_hist, lead_day)\n", "\n", " ax = axes[row, col]\n", " ax.bar(\n", " hist[\"rank\"].values,\n", " hist.values.squeeze(),\n", " width=0.8,\n", " )\n", "\n", " ax.set_title(f\"{pair_id} | {lead_day}-day lead\")\n", " ax.grid(True, alpha=0.3)\n", "\n", " if col == 0:\n", " ax.set_ylabel(\"Count\")\n", "\n", " if row == len(selected_leads) - 1:\n", " ax.set_xlabel(\"Rank\")\n", "\n", "plt.suptitle(f\"Rank histograms at Lobith ({example_station})\", y=1.02)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "bb51ae82", "metadata": {}, "source": [ "## Interpretation: rank histograms\n", "\n", "The rank histograms show clear differences between the forecast datasets.\n", "\n", "The `raw_raw` forecasts show a pronounced **U-shaped** histogram, especially at short lead times. This indicates that observations often fall outside the ensemble range, suggesting that the raw ensemble is **underdispersed**.\n", "\n", "The `lin_log` histograms are flatter than those of `raw_raw`, especially at longer lead times. This suggests improved representation of ensemble spread, although some asymmetry remains.\n", "\n", "The `qqt_qqt` forecasts also reduce the strong U-shape seen in `raw_raw`. The histograms are still not perfectly uniform, but they suggest improved calibration compared with the raw ensemble.\n", "\n", "Across all lead times:\n", "\n", "- `raw_raw` remains strongly underdispersed.\n", "- `lin_log` provides the most uniform and best-calibrated rank histograms.\n", "- `qqt_qqt` improves calibration relative to `raw_raw`, but still exhibits noticeable underdispersion.\n", "\n", "These results highlight that post-processing can substantially improve ensemble reliability, even when forecast accuracy and uncertainty still degrade with increasing lead time." ] }, { "cell_type": "markdown", "id": "90b0df4b", "metadata": {}, "source": [ "## 10. Bringing the evaluations together\n", "\n", "Each metrics/criteria tells us something different:\n", "\n", "| Metrics/criteria | Main question | What we learned |\n", "|---|---|---|\n", "| Scatter plot | Are forecasts close to observations? | Agreement decreases with lead time, especially for high flows. |\n", "| CRPS | How good is the full probabilistic forecast? | Probabilistic skill decreases with lead time. |\n", "| Rank histogram | Is the ensemble spread reliable? | Raw forecasts are underdispersed; post-processing improves calibration. |\n", "\n", "These metrics/criteria should be interpreted together. A forecast dataset may perform well according to one metrics/criteria but reveal weaknesses in another." ] }, { "cell_type": "markdown", "id": "382f5ad7", "metadata": {}, "source": [ "## 11. Reflection questions\n", "\n", "1. Why does forecast skill usually decrease with lead time?\n", "2. Can a forecast have low CRPS but still have a problematic rank histogram?\n", "3. What does an underdispersed ensemble mean in practice?\n", "4. Why use multiple metrics/criteria instead of one?\n", "\n", "
\n", "Show suggested answers\n", "\n", "1. Because uncertainty grows as forecasts extend further into the future. Errors in meteorological inputs, model states, and hydrological processes accumulate over time.\n", "2. Yes. CRPS summarizes probabilistic quality, while the rank histogram specifically reflects ensemble reliability and spread. A forecast can have reasonable average accuracy but still be underdispersed.\n", "3. The ensemble spread is too narrow. Observations fall outside the ensemble range more often than expected, meaning forecast uncertainty is underestimated.\n", "4. Forecast quality has multiple aspects: accuracy, bias, uncertainty, reliability, and behaviour during extremes. No single diagnostic captures everything.\n", "\n", "
" ] }, { "cell_type": "markdown", "id": "f76258fe", "metadata": {}, "source": [ "## 11. Summary\n", "\n", "For the Lobith discharge forecasts:\n", "\n", "- Forecast skill decreases with lead time.\n", "- Forecast errors increase for high-flow events.\n", "- CRPS confirms the loss of probabilistic forecast skill at longer lead times.\n", "- Rank histograms show that the raw ensemble is underdispersed.\n", "- Post-processing improves ensemble reliability, especially in terms of ensemble spread.\n", "\n", "Together, these results show why ensemble forecast verification should combine multiple metrics/criteria rather than relying on a single plot or score." ] } ], "metadata": { "kernelspec": { "display_name": "veriflow", "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": "3.13.4" } }, "nbformat": 4, "nbformat_minor": 5 }