Open hhs732 opened 2 months ago
And here is the median for in-channel and over bank roughness values:
n_ch = 0.0711 n_ob = 0.1106
Very cool, Heidi! I actually love the idea to use the HUC on the x-axis of your plot because it sort of separates the HUCs into their geographic sectors. I never would have thought of that.
Your next steps should be:
Optimized in-channel roughness map
Optimized over-bank roughness map
Pink: Median optimized roughness
Apparently just working for BLE sites, as it was optimized on them. Also, we only considered bathymetry on stream order 7 and higher in optimization process. Right now we are optimizing on bathymetry for SO4 and higher. Let's see what we get in this round for optimized roughness values. I am still wondering if we could use a classification approach to assign one manning number for each HUC.
Apparently just working for BLE sites, as it was optimized on them. Also, we only considered bathymetry on stream order 7 and higher in optimization process. Right now we are optimizing on bathymetry for SO4 and higher. Let's see what we get in this round for optimized roughness values. I am still wondering if we could use a classification approach to assign one manning number for each HUC.
We could implement that pretty easily and I could see us eventually having more HUC level unique values or metadata too. I like the idea. I wonder if one mannings per reach is too broad, but if we go more grandular, having it based on a HUC specific file or somethign is still very valuable. I bet there are some post processing in the parquet files we can wrap into this.
Optimized roughness values for BLE HUCs with bathy included for SO4 and higher:
Median_optz_ch_mannN = 0.0725 Median_optz_ob_mannN = 0.1011
0.07245 | 0.10106
In-channel roughness map
Over-bank roughness map
Alpha test metrics comparison:
Let's look at the stacked bars:
Optimizing for NWS and USGS (AHPS) HUCs with ahps objective function. So far, mannN for 22 HUCs was optimized.
Initial scatter plot of optimized in-channel and overbank manning roughness:
More analyses coming