RAnEnExtra::plotAnalogSelection visualize the selection of analog ensemble members. It shows how ensemble members are selected based on the similarity metrics. It also shows the selected forecasts for each parameter used during the analog generation, compared with the other unselected forecasts.
plotAnalogSelection( forecasts, fcst.times, sims, sims.index, test.times, search.times, i.station, i.test.day, i.flt, parameter.names, num.analogs, weights, sim.ylim = NULL, add.sim = TRUE, cex.lab = 1.5, pch.selected = 16, pch.unselected = 16, pch.current = 1, col.selected = "red", col.unselected = "lightgrey", col.reference = "black", col.current = "black", lty.reference = "longdash", lwd.reference = 2, as.POSIXct = T, origin = "1970-01-01", tz = "UTC", single.figure = T, mar = c(1.5, 5, 1, 1) + 0.1, omi = c(0.3, 0, 0, 0), use.plotly = F, hovermode = "compare", spikemode = "across", spikethickness = 1, spikedash = "solid", spikecolor = "grey", prevent.search.future = TRUE )
| forecasts | The forecasts data array |
|---|---|
| fcst.times | Forecast times |
| sims | The similarity member from analogs. |
| sims.index | The similarity index member from analogs. |
| test.times | The test times for analogs. |
| search.times | The search times of analogs. |
| i.station | The station index from analogs. |
| i.test.day | The test day index from analogs. |
| i.flt | The FLT index from analogs. |
| parameter.names | The parameter names that are associated with forecasts. |
| num.analogs | Number of analogs |
| weights | The weights used for AnEn |
| sim.ylim | The limit for the similairty panel |
| add.sim | Whether to add the similarity panel at the top |
| cex.lab | The font size of labels. |
| pch.selected | The point type for selected points. |
| pch.unselected | The point type for unselected points. |
| pch.current | The point type for current forecasts. |
| col.selected | The color for selected points. |
| col.unselected | The color for unselected points. |
| col.reference | The color for the reference line. |
| col.current | The color for current forecasts. |
| lty.reference | The line type for the reference line. |
| lwd.reference | The line width for the reference line. |
| as.POSIXct | Whether the time information should be converted to R date/time. |
| origin | The origin for times in forecasts. This will be passed to as.POSIXct to convert times in forecasts to date/time objects. |
| tz | The time zone in forecasts. This will be passed to as.POSIXct to convert times in forecasts to date/time objects. |
| single.figure | Whether to generate only a single figure. |
| mar | Margins for subplots. This is effective only when single.figure is TURE. It is passed to the function par. |
| omi | Outer margin for the plot. This is effective only when single.figure is TURE. It is passed to the function par. |
| use.plotly | Whether to use plotly. The plotly referrence can be found here. |
| hovermode | The hover mode for visualization. This is only effective when plotly is used. |
| spikemode | The spike mode for visualization. This is only effective when plotly is used. |
| spikethickness | The spike thickness for visualization. This is only effective when plotly is used. |
| spikedash | The spike dash style or the length in px for visualization. This is only effective when plotly is used. |
| spikecolor | The spike color for visualization. This is only effective when plotly is used. |
| prevent.search.future | The |