.. _data_portfolio:

Energy Indicators Portfolio
===========================

Table with the provided indicators
----------------------------------

The extended description of the variables present in the indicators produced by the energy indicators use case is detailed below:

.. list-table:: Energy Indicators
   :header-rows: 1
   :widths: 25 10 8 12 12 25 8

   * - Variable
     - Short name
     - Unit
     - Dimensions
     - Type
     - Description
     - Note

   * - Monthly Capacity Factor Histogram (Turbine Type I – Counts)
     - cf_I_counts
     - counts
     - lat, lon, time
     - data (forecast)
     - Frequency of hourly capacity factor values (0–1) grouped into histogram bins for turbine type I
     - Must be used with bin edges

   * - Monthly Capacity Factor Histogram (Turbine Type I – Bin Edges)
     - cf_I_bin_edges
     - MW/MW
     - lat, lon, time
     - data (forecast)
     - Defines the boundaries of histogram bins for turbine type I capacity factors
     - Must be used with counts

   * - Monthly Capacity Factor Histogram (Turbine Type II – Counts)
     - cf_II_counts
     - counts
     - lat, lon, time
     - data (forecast)
     - Frequency of hourly capacity factor values (0–1) grouped into histogram bins for turbine type II
     - Must be used with bin edges

   * - Monthly Capacity Factor Histogram (Turbine Type II – Bin Edges)
     - cf_II_bin_edges
     - MW/MW
     - lat, lon, time
     - data (forecast)
     - Defines the boundaries of histogram bins for turbine type II capacity factors
     - Must be used with counts

   * - Monthly Capacity Factor Histogram (Turbine Type III – Counts)
     - cf_III_counts
     - counts
     - lat, lon, time
     - data (forecast)
     - Frequency distribution of hourly capacity factors for turbine type III
     - Use with bin edges

   * - Monthly Capacity Factor Histogram (Turbine Type III – Bin Edges)
     - cf_III_bin_edges
     - MW/MW
     - lat, lon, time
     - data (forecast)
     - Histogram bin boundaries for turbine type III capacity factors
     - Use with counts

   * - Monthly Capacity Factor Histogram (Turbine Type S – Counts)
     - cf_S_counts
     - counts
     - lat, lon, time
     - data (forecast)
     - Frequency of hourly capacity factors for turbine type S
     - Use with bin edges

   * - Monthly Capacity Factor Histogram (Turbine Type S – Bin Edges)
     - cf_S_bin_edges
     - MW/MW
     - lat, lon, time
     - data (forecast)
     - Bin boundaries for turbine type S capacity factor histogram
     - Use with counts

   * - Cooling Degree-Days
     - cdd
     - K
     - lat, lon, time
     - data (forecast)
     - Accumulated temperature above a reference threshold, indicating cooling demand
     -

   * - Heating Degree-Days
     - hdd
     - K
     - lat, lon, time
     - data (forecast)
     - Accumulated temperature below a reference threshold, indicating heating demand
     -

   * - Low Wind Events
     - lwe
     - '-'
     - lat, lon, time
     - data (forecast)
     - Periods where wind speed falls below a defined threshold
     -

   * - High Wind Events
     - hwe
     - '-'
     - lat, lon, time
     - data (forecast)
     - Periods where wind speeds exceed a defined threshold
     -

   * - Monthly Wind Speed Histogram (Counts)
     - counts
     - '-'
     - lat, lon, time
     - data (forecast)
     - Frequency distribution of wind speeds across bins
     - Use with bin edges

   * - Monthly Wind Speed Histogram (Bin Edges)
     - bin_edges
     - m·s⁻¹
     - lat, lon, time
     - data (forecast)
     - Defines bin boundaries for wind speed histogram
     - Use with counts

   * - Daily Photovoltaic Potential
     - pvp
     - kWh/m²
     - lat, lon, time
     - data (forecast)
     - Estimated daily solar energy output per square meter
     -

   * - Daily Wind Speed Maxima
     - ws
     - m·s⁻¹
     - lat, lon, time
     - data (forecast)
     - Maximum wind speed recorded per day
     -

   * - 99th Wind Speed Percentile
     - ws_99
     - m·s⁻¹
     - lat, lon, time
     - data (forecast)
     - Wind speed value below which 99% of observations fall
     -