add Manning's n calibration and SRC comparison plot scripts#4
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ahaider006 wants to merge 4 commits into
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add Manning's n calibration and SRC comparison plot scripts#4ahaider006 wants to merge 4 commits into
ahaider006 wants to merge 4 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>
…he team Replaces the monolithic v2 calibration script with s05_ncalib_core.py plus four interchangeable starting-point methods (s05a-d) and two evaluation scripts (s05e/s05f) that justify choosing method B3 with the incremental n-application scheme over the alternatives. Fixes a real bug where the whole-section n column was back-derived from the applied curve instead of being independently calibrated, so it silently disagreed with the diagnostics CSV; both n definitions now come from the same source and the hydroTable carries a genuine second (whole-section) curve for comparison. Adds s03b_fix_nonmonotonic_srcs.py (monotonicity is now enforced right after Stage 2, matching how OWP treats it), plot_v2_diagnostics.py, and export_rc_panels_and_videos.py for consolidated per-gauge RC panels and slideshow videos. Reorganizes scripts/ so the team can find the active pipeline at a glance: 15 superseded single-HUC/prototype/old-plotting scripts move to scripts/legacy/ (via git mv, history preserved), and two new READMEs index the active set and explain what superseded what. Co-Authored-By: Claude Sonnet 5 <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.