add Manning's n calibration and SRC comparison plot scripts#4
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ahaider006 wants to merge 3 commits into
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add Manning's n calibration and SRC comparison plot scripts#4ahaider006 wants to merge 3 commits into
ahaider006 wants to merge 3 commits into
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calibrate_n_recurrence.py: back-calculates piecewise n at 6 recurrence- interval zones (2/5/10/25/50/50+yr) using NWM recurrence flows and USGS rating curves. Calibrates only branches with a direct 1:1 USGS gauge mapping (non-trunk, RC data available); ungauged branches are left unchanged for future ML regionalization. plot_src_calibration.py: publication-ready comparison plots showing original SRC vs calibrated SRC vs USGS RC, with piecewise Manning's n as a step function on the secondary top axis. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Scripts renamed/added with s00-s08 prefix to reflect pipeline order: s00 study boundary definition s01 DEM download (3DEP) s02 Stage 1 - input data / hydrofabric (single HUC + all HUCs) s03 Stage 2 - HAND preprocessing (single HUC + all HUCs) s04 USGS gage crosswalk (custom) s05 Manning's n calibration + revert utility (custom) s06 Stage 3 - streamflow (single HUC + all HUCs) s07 Stage 4 - SRC calibration (single HUC + all HUCs) s08 Stage 5 - FIM generation (single HUC + all HUCs) Plot scripts added with plot_ prefix (plot_srcs, plot_src_calibration_inset, plot_workflow_chart). open_parquet.py excluded (debug snippet only). Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Thank you @ahaider006 for this. I will see how I can integrate it as a generic functionality! I will keep you posted. |
…semble plot scripts - Add root .gitignore (excludes cache, __pycache__, data files, egg-info) - Add s04 USGS gauge crosswalk, s05 Manning n calibration scripts - Add plot_calibration_analysis.py (11-plot calibration diagnostics suite) - Add plot_src_ensemble.py (clean SRC ensemble plots, no percentile bands) - Add plot_calibration_slides.py, open_parquet.py utility scripts - Update s01-s03, s06-s08 pipeline scripts with sequential numbering - Add docs/study_boundary geopackage Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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calibrate_n_recurrence.py: back-calculates piecewise n at 6 recurrence- interval zones (2/5/10/25/50/50+yr) using NWM recurrence flows and USGS rating curves. Calibrates only branches with a direct 1:1 USGS gauge mapping (non-trunk, RC data available); ungauged branches are left unchanged for future ML regionalization.
plot_src_calibration.py: publication-ready comparison plots showing original SRC vs calibrated SRC vs USGS RC, with piecewise Manning's n as a step function on the secondary top axis.