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
Predictions for null models
#203
jds485
opened
1 year ago
0
Prepare for Upcoming DGEC Transition
#202
jesse-ross
closed
1 year ago
5
Eda plots conus
#201
slevin75
closed
1 year ago
0
removed NA and -9998 from NHD data
#200
slevin75
closed
1 year ago
0
Make a new repo for Metrics Paper
#199
jds485
opened
1 year ago
0
Add git log check to the transfer targets scripts
#198
jds485
opened
1 year ago
0
Minor figure updates
#197
jds485
closed
1 year ago
0
Update targets
#196
jds485
closed
1 year ago
0
Add function and target to create map of transition regions.
#195
cstillwellusgs
closed
1 year ago
5
Create plots for "transition" regions
#194
cstillwellusgs
closed
1 year ago
2
Map color
#193
slevin75
closed
1 year ago
3
Add a function to compare model error metrics as a function of number of replicates
#192
jds485
opened
1 year ago
0
added PDP panel plot function and target for paper
#191
jds485
closed
1 year ago
3
Panel plot for top features - multiclass model
#190
jds485
closed
1 year ago
0
CONUS / regional flow metric prediction
#189
jds485
opened
1 year ago
0
First pass at function to make pretty Fig 3 (and figure for supplement)
#188
cstillwellusgs
closed
1 year ago
4
Remove features with NAs for CONUS reaches
#187
jds485
closed
1 year ago
1
Add annual flow metric clusters
#186
jds485
closed
1 year ago
2
updated PHYSIO maps
#185
slevin75
closed
1 year ago
0
Remove tidal from training
#184
cstillwellusgs
closed
1 year ago
0
Handling sites without mean flow data
#183
slevin75
closed
1 year ago
1
Do we need to configure the targets.R code using dynamic branching?
#182
slevin75
closed
1 year ago
1
Metric Selection and Normalization
#181
slevin75
closed
1 year ago
5
Processing of "estimated" flow data and handling resulting timeseries gaps
#180
slevin75
closed
1 year ago
2
Period of record and water year
#179
slevin75
closed
1 year ago
1
Period of record and water year
#178
slevin75
closed
1 year ago
2
Documenting Data and Model Versions
#177
slevin75
closed
1 year ago
2
site 04153500 crashes my pipeline
#176
slevin75
closed
1 year ago
1
Handling sites without flood thresholds
#175
slevin75
closed
1 year ago
0
Maps for CONUS reaches
#174
jds485
closed
1 year ago
0
Remove tidal gages from training
#173
cstillwellusgs
closed
1 year ago
0
Check select(-contains()) for unintended attributes
#172
jds485
closed
1 year ago
0
feature attributes for conus
#171
cstillwellusgs
closed
1 year ago
6
Use probability of reach being in a region within flow metric prediction models
#170
jds485
opened
1 year ago
0
track EcoFlowsAttrs in repo
#169
jds485
closed
1 year ago
0
Add 6_predict/in files to GitHub
#168
jds485
closed
1 year ago
0
Add NHD attributes that are equivalent to GAGESII attributes
#167
jds485
opened
1 year ago
0
Add significance tests for regional vs. national models
#166
jds485
opened
1 year ago
0
Aggregate climatic features by season
#165
jds485
opened
1 year ago
0
Edit feature maps for factor attributes
#164
jds485
closed
1 year ago
2
Misc fixes
#163
cstillwellusgs
closed
1 year ago
0
Compare cluster results using overlapping and non-overlapping event definitions
#162
jds485
opened
1 year ago
1
Change PHYSIO to factor
#161
jds485
closed
1 year ago
0
Event definition
#160
slevin75
closed
1 year ago
2
Remove '/' in attribute name: SOHL_HAY/PASTURE_weighted_avg
#159
jds485
closed
1 year ago
1
XAI for Multiclass Model
#158
jds485
closed
1 year ago
0
Check correlation of most important features
#157
jds485
opened
1 year ago
1
Automatic correlation + misc. fixes
#156
jds485
closed
1 year ago
0
added lines to remove negative discharge values
#155
slevin75
closed
1 year ago
0
Make feature importance plots for multiclass model
#154
jds485
closed
1 year ago
0
Next