A dataset formatted to the xts package, read in by the watershed.read function. The dataset contains the typical columns from the Raven outputted WatershedStorage.csv file, available for download in the Raven Tutorials (linked below).
rvn_watershed_datarvn_watershed_data is a data frame with two object
various storage variable states outputted from the Raven model
units associated with each variable in watershed.storage
rvn_watershed_data$watershed.storage is an xts (time series) object with 731 rows and 19 variables, containing data from 2002-10-01 to 2004-09-30. The details of each watershed storage state can be found in the Raven Manual
rainfall
snowfall
Channel.Storage
Reservoir.Storage
Rivulet.Storage
Surface.Water
Cum..Losses.to.Atmosphere..mm.
Ponded.Water
Soil.Water.0
Soil.Water.1
Soil.Water.2
Snow.Melt..Liquid..mm.
Snow
Canopy
Canopy.Snow
Total
Cum..Inputs..mm.
Cum..Outflow..mm.
MB.Error
The Nith River model can be downloaded from the Raven Tutorials (tutorial #2) http://www.civil.uwaterloo.ca/jrcraig/Raven/Downloads.html
rvn_watershed_read for reading in watershed storage output files
# View data
head(rvn_watershed_data$watershed.storage)
#> rainfall snowfall Channel.Storage Reservoir.Storage
#> 2002-10-01 04:00:00 NA NA 1.94009 0
#> 2002-10-02 04:00:00 3.468690 0 2.79613 0
#> 2002-10-03 04:00:00 1.189180 0 3.63304 0
#> 2002-10-04 04:00:00 2.083260 0 3.27268 0
#> 2002-10-05 04:00:00 6.474310 0 2.42239 0
#> 2002-10-06 04:00:00 0.125591 0 1.70140 0
#> Rivulet.Storage Surface.Water
#> 2002-10-01 04:00:00 1.056200 0
#> 2002-10-02 04:00:00 2.330950 0
#> 2002-10-03 04:00:00 1.342180 0
#> 2002-10-04 04:00:00 0.940287 0
#> 2002-10-05 04:00:00 0.911627 0
#> 2002-10-06 04:00:00 0.853097 0
#> Cum..Losses.to.Atmosphere..mm. Ponded.Water Soil.Water.0
#> 2002-10-01 04:00:00 0.00000 0.00000e+00 10.00000
#> 2002-10-02 04:00:00 5.65641 0.00000e+00 7.05032
#> 2002-10-03 04:00:00 10.22230 1.01511e-17 4.15461
#> 2002-10-04 04:00:00 12.83760 -9.44248e-18 4.12491
#> 2002-10-05 04:00:00 18.72080 -7.13371e-17 3.79521
#> 2002-10-06 04:00:00 21.40350 3.30391e-18 2.12754
#> Soil.Water.1 Soil.Water.2 Snow.Melt..Liquid..mm. Snow
#> 2002-10-01 04:00:00 10.0000000 10.0000 0 0
#> 2002-10-02 04:00:00 6.5490500 10.9424 0 0
#> 2002-10-03 04:00:00 3.9050700 11.8432 0 0
#> 2002-10-04 04:00:00 1.8214000 12.7045 0 0
#> 2002-10-05 04:00:00 1.1999900 13.5278 0 0
#> 2002-10-06 04:00:00 0.0917699 13.1340 0 0
#> Canopy Canopy.Snow Total Cum..Inputs..mm.
#> 2002-10-01 04:00:00 0 0 32.9963 0.00000
#> 2002-10-02 04:00:00 0 0 35.3252 3.46869
#> 2002-10-03 04:00:00 0 0 35.1004 4.65787
#> 2002-10-04 04:00:00 0 0 35.7013 6.74113
#> 2002-10-05 04:00:00 0 0 40.5779 13.21540
#> 2002-10-06 04:00:00 0 0 39.3113 13.34100
#> Cum..Outflow..mm. MB.Error
#> 2002-10-01 04:00:00 0.00000 0.00000e+00
#> 2002-10-02 04:00:00 1.13976 -6.21725e-15
#> 2002-10-03 04:00:00 2.55374 1.77636e-15
#> 2002-10-04 04:00:00 4.03608 5.32907e-15
#> 2002-10-05 04:00:00 5.63382 7.10543e-15
#> 2002-10-06 04:00:00 7.02598 1.77636e-15
# Also has units
rvn_watershed_data$units
#> [1] "mm/day" "mm.d.SWE." "mm." "mm." "mm." "mm."
#> [7] NA "mm." "mm." "mm." "mm." NA
#> [13] "mm." "mm." "mm." "mm." NA NA
#> [19] "mm."