issues
search
USGS-R
/
regional-hydrologic-forcings-ml
Repo for machine learning models for regional prediction of hydrologic forcing functions. Includes probabilistic seasonal high flow regions for CONUS, and prediction of high flow metrics for selected regions.
Creative Commons Zero v1.0 Universal
0
stars
4
forks
source link
issues
Newest
Newest
Most commented
Recently updated
Oldest
Least commented
Least recently updated
Fetch CONUS reaches and flags
#153
jds485
closed
1 year ago
0
Time period plot
#152
slevin75
closed
1 year ago
0
Extend EDA for attributes to CONUS reaches
#151
jds485
closed
1 year ago
5
98 weighted avgs
#150
cstillwellusgs
closed
1 year ago
0
Create map of predicted regions across CONUS
#149
jds485
closed
1 year ago
0
gage station number is getting altered in the daily flow file
#148
slevin75
closed
1 year ago
0
added target to plot gage coverage by year
#147
slevin75
closed
1 year ago
11
Edit file targets to return filepaths instead of output directory
#146
jds485
closed
1 year ago
0
Evaluate spatial distributions of clusters with a dispersion measure
#145
jds485
opened
1 year ago
0
Classification model for region membership
#144
jds485
closed
1 year ago
0
tar_prune after PR #120
#143
jds485
closed
1 year ago
3
Gathering watershed attributes NHD reaches across CONUS
#142
jds485
closed
1 year ago
0
Quantitative evaluations of gages being in same geographic cluster region for 50-70 and 75-95 groupings
#141
jds485
opened
1 year ago
0
Evaluate timeseries in Dakotas vs. their cluster regions
#140
jds485
opened
1 year ago
0
Add cluster analysis based on annual flow metric values
#139
jds485
closed
1 year ago
0
Add option to consider event independence based on X-day gap
#138
jds485
opened
1 year ago
0
Add new event definition option based on percentile ranges
#137
jds485
closed
1 year ago
8
Multiclass Region Prediction Model
#136
jds485
closed
1 year ago
2
Add more XAI
#135
jds485
opened
1 year ago
0
Rocky Mountain region model evaluations
#134
jds485
opened
1 year ago
0
Plot the time period spanned by each of our gages
#133
jds485
closed
1 year ago
11
Add absolute value to correlation screening
#132
jds485
closed
1 year ago
2
Add random seed replicates to predict step
#131
jds485
opened
2 years ago
0
restructured pipeline
#130
slevin75
closed
1 year ago
2
Updates to `make_residual_maps()` to handle combined gages
#129
cstillwellusgs
closed
2 years ago
0
104 g2.1 duplicates
#128
cstillwellusgs
closed
2 years ago
2
created function to map residuals and variogram of residuals
#127
slevin75
closed
2 years ago
1
Create residual maps
#126
jds485
closed
2 years ago
0
Low flow metrics and regions
#125
jds485
closed
2 years ago
1
Split data wtih spatial nestedness
#124
slevin75
closed
2 years ago
1
Compute low flow metrics and regions
#123
jds485
closed
2 years ago
0
add scripts to transfer _targets and out files
#122
jds485
closed
2 years ago
0
Gage distance to outlet
#121
jds485
opened
2 years ago
6
34 eda feature vars
#120
cstillwellusgs
closed
1 year ago
4
118 dominant region
#119
cstillwellusgs
closed
2 years ago
1
Convert separate physiographic features to single dominant physiographic region
#118
cstillwellusgs
closed
2 years ago
0
Quick PR to get main up to date with prediction models branch
#117
jds485
closed
2 years ago
1
Add automatic screening of highly correlated variables
#116
jds485
closed
1 year ago
2
Model refining tests
#115
jds485
opened
2 years ago
0
Investigate slowness of tune_bayes
#114
jds485
opened
2 years ago
0
Predictions for other flow metrics
#113
jds485
opened
2 years ago
1
Create train, test, and cross validation splits with nestedness matrix
#112
jds485
closed
2 years ago
2
Create predictions for other model regions
#111
jds485
closed
2 years ago
0
Initial prediction model workflow
#110
jds485
closed
2 years ago
2
Swapped names
#109
cstillwellusgs
closed
2 years ago
0
Address messages in p1_feature_vars_g2
#108
cstillwellusgs
closed
2 years ago
1
Flip names of two SB ID
#107
jds485
closed
2 years ago
0
Documentation for attributes
#106
jds485
opened
2 years ago
0
Data download checks with log files
#105
jds485
opened
2 years ago
0
Investigate the COMIDs with multiple streamgages in Gages2.1
#104
cstillwellusgs
closed
2 years ago
5
Previous
Next