Helper codes for tranferring data to/from COAWST grids and analyzing data / model output associated with the NOPP Hurricane Coastal Impacts project.

Trying to keep the NOPP_environment.yml file current...this lists the packages needed by these notebooks.

• Tried pip install...failed
• First, needed to update MS Visual Build tools and C++
• Then, needed to use the suggested pip command to use old tools -use-pep517. That got rid of some error messages but still did not work.
• Most of those problems involved building pygrib...finally found that there is a conda-forge distro, so conda install -c conda-forge pygrib took care of that. I commented out the requirement for pygrid after installing it.
• But botocore needed to be a specific (older version) for aiobotocore...so I also commented that out...but importing roguewave now throws errors when boto3 is called.
• So I bailed, and copied all of the roguewave estimators code into roguewave_estimators.py, and use the kludge %run -i roguewave_estimators.py to load those functions.

bulk_stats.py - For model/data comparisons.
wave_stats.py - Routines for bulk statistics.

spec_plot_funcs.py - Functions for radial plots. pcoord, xycoord, circle, arc, arcs, pline, ptext, plt_data, plt_rdata, plt_spread, logr, setup_radial_plot. Examples calling these are at the bottom of test_a1b1_spread.

roguewave_estimators.py - MEM and MEM2 estimators copied from roguewave repo as a standalone file.

Demo_CCAP2COAWST - Demonstrates lookup table to convert C-CAP coastal landcover classes to ROMS vegetation parameters.

Demo_hwm_Ian - Demonstrates how to read high-water mark and storm tide gauge files, find those locations in ROMS output files, and make (crude) maps (no masking of non-water points in this version) and make scatterplots with multiple linear regressions. TODO - Add masking, add other statistics. Demonstarates with Ian data.
Demo_hwm_Michael - Similar to Demo_hwm_Ian. No masking or fance map. Scatterplot has discrete color bar.
Demo_plot_RDG_Ian - This reads time series of water-level stations during Ian and makes plots. No model data included.
Demo_plot_WL_Michael - Similar to Demo_plot_RDG_Ian...reads water-level data and plots. No model data.
Plot_Michael_unfiltered - More complete demo of reading storm tide instruments and comparing with time series of modeled peak water levels. Includes examples of masking, rudimentary plotly map. Has a demo of using hvplot at the end.

Ian_L1_wave_comp - Demonstrates loading NDBC buoy data with xarray and plots time series of Hs. Compares with UFL L1 model results. No statistics.
bulk_param_radial_plot - Early verions of radial plots of bulk parameters. Can disregard.
check_rotate_mem_plot - Example of converting drifters to 2dspec and checking rotation. Can disregard.
compare_model_drifter - Demonstrates reading spotter buoy data from pickle files, and reading SWAN model output using wavespectra and comparing time series. Calculates RMSE...need skill statistic.
compare_model_ndbc - Demonstrates reading NDBC data with wavespectra. (Can update this now that ndbc is part of wavespectra distro). Needs to be run again and tested.
confirm_wave_calcs - For testing routines in wave_stats.py, esp. round-tripping spotter buoy data.
confirm_NDBC_bulk_stats - For testing wave stats on NDBC buoy data.
example_model_buoy_comparison - From Isabelle Houghton. Demos reading spotter buoys and building a 2dspec. Also, estimating wave components (a1, b1, ...) for model data.
spotter_pickle2wavespec - Modified from Jake Davis - Demonstrates wrangling spotter buoy data into wavespectra format...but only works for 1dspec so far. Need to get it working for 2dspec.
test_model_buoy_comparison - Rambling demo including reading via xarray and wavespectra, based largely on example_model_buoy_comparison.
test_a1b1_spread - Read Spotter data and wave model data, convert model to a1 b1 etc., make plots. Directions need to be checked.
to_wavespec_estimator - Derived from spotter_pickle2wavespec - Work in progress trying to get spotter 2dspec into wavespectra format.
wave_analysis_nopp_ian_ppt_reggie - From Maitane. Example includes nice maps of best tracks with spotter trajectories and comparison with SWAN output.
wave_plot_funcs.py - Collection of functions to do model-data comparison plots. A little to specific to be general functions.

make_spec_input - Short script to make SWAN input files requesting output at locations of NDBC buoys.
make_swan_input - Reads spotter, microswift, and dwsd buoy locations for H. Ian, plot them, and write SWAN input files to request 2dspec at these times and locations.

• make_swan_input_Lee - Same thing for H. Lee
• make_swan_input_idalia - Same thing for H. Idalia

yanda_wget_script - Example for constructing wget commands for downloading NDBC buoy data, from Yanda.
test_labels_to_netcdf - Test of converting Doodled labels to .nc files.
load_doodler_class - Reads the Doodler .nc files.