hydrocluster: hydrocluster: K-means clustering of stations hydroclimatic...
In hydrocodes/hydRopclim: hydRopclim
hydrocluster R Documentation
hydrocluster: K-means clustering of stations hydroclimatic time series
Description
K-means clustering of a hydroclimatic time series, e.g., precipitation, streamflow, and evaluation by silhouette (Rau et al, 2017). Spatial visualization and control quality by silhouettes.
Usage
hydrocluster(file,shp,clusters)
Arguments
file: A dataframe object including head station names, latitude, longitude and monthly or annual data
shp: A spatial object, a polygon shapefile of study region
clusters: A numeric value, number of clusters
Examples
hydrocluster(file=database4,shp=region,clusters=4)
hydrocodes/hydRopclim documentation built on Nov. 22, 2023, 9:27 p.m.
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| hydrocluster | R Documentation |
hydrocluster: K-means clustering of stations hydroclimatic time series
Description
K-means clustering of a hydroclimatic time series, e.g., precipitation, streamflow, and evaluation by silhouette (Rau et al, 2017). Spatial visualization and control quality by silhouettes.
Usage
hydrocluster(file,shp,clusters)
Arguments
file: A dataframe object including head station names, latitude, longitude and monthly or annual data
shp: A spatial object, a polygon shapefile of study region
clusters: A numeric value, number of clusters
Examples
hydrocluster(file=database4,shp=region,clusters=4)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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