The {{ obs }} vs {{ mod }} validation was produced on {{ meta.date.date().isoformat() }} at {{
meta.date.time().isoformat(timespec="seconds") }} {% if meta.user != "" %} by {{ meta.user }} {% endif
%} using wind-validation version: {{ meta.version }}. This report first gives a validation summary
followed by detailed validation for each of the {{ site_results.shape[0] }} points
{% if site_results.index.shape[0] != site_results.index.unique().shape[0] %} obtained at
{{ site_results.index.unique().shape[0] }} masts{% endif %}.
Summary Table
Table 1: The aggregated results of the {{ obs }} vs {{ mod }} validation for {{
site_results.shape[0] }} points. Observed and Predicted are the mean observed and
modelled values, respectively. ME is the mean error,
RMSE is the root mean square error, MAE and MAPE are the mean absolute error.
The power density values are calculated for standard air density 1.225 kg/m3.
Variable
Observed
Predicted
Mean error (bias)
Mean abs error
Mean abs percentage error
Wind speed
{{ '{0:0.1f}'.format(agg_results.obs_wind_speed_mean) }} m/s
{{ '{0:0.1f}'.format(agg_results.mod_wind_speed_mean) }} m/s
{{ '{0:0.1f}'.format(agg_results.wind_speed_me) }} m/s
{{ '{0:0.1f}'.format(agg_results.wind_speed_mae) }} m/s
{{ mae_hist }}
Fig. 1: Histogram of mean error of wind speed for all sites.
{{ power_mape_hist }}
Fig. 2: Histogram of mean error of power density for all sites.
{% for maep in mapes %}
{{ maep }}
Fig. 3.{{loop.index}}: Wind speed error in percent per site.
{% endfor %}
Detailed validation
Table 2: detailed all-sector results metrics for each of the {{ site_results.index|length }} sites.
{{ obs }} vs {{ mod }} wind resource validation.