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Scripts that I've used during grad school for data collection, analysis, visualization, cleaning, wrangling, etc., for classes, project reports, and manuscripts.

R 100.00%
bias-correction cleaning-data downscaling energy-data hydrology netcdf-files plotting-in-r sankey-diagram spatial-analysis statistical-analysis

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my-code's Issues

Overall model performance

Basin Instream Flow Requirement Comments
stanislaus Donnell Lake Spill No data
  IFR at Murphys Park Ok
  IFR bl Angels Div Only about 10 years of data, in which the first 3-4 years the IFR followed a different pattern, some peaks not present in the observed.
  IFR bl Beardsley Afterbay Ok, IFRs were higher before 1986, peak flows are caught but greater in the modeled data
  IFR bl Beaver Creek Diversion Dam Good, few peaks are missed
  IFR bl Collierville PH discharge Behavior is good, but the modeled data has many peak flows that are not present in the observed
  IFR bl confluence of NF Stanislaus and Beaver Creek Good, few peaks are missed
  IFR bl Donnell Lake Only ~5 years of data, first ~1.5 don't match well
  IFR bl Goodwin Reservoir Good, although some of the small/intermediate peaks are greater in the modeled data
  IFR bl Hunter Reservoir Bad/weird/mostly missing observed data
  IFR bl Lyons Res Good
  IFR bl McKays Point Div Good
  IFR bl New Spicer Meadow Reservoir IFRs match better before 1990, after that the lower flows tend to be higher and vary more
  IFR bl NF Stanislaus Div Res Minimum flows are higher in the observed, meanwhile the modeled data has many peaks, none present in the observed
  IFR bl Philadelphia Div Good, although data is sparse over the years, present mostly when lower flows occur in the modeled data, when peak flows occur in the modeled data, the observed is blank
  IFR bl Pinecrest Lake No data
  IFR bl Relief Reservoir No data
  IFR bl Sand Bar Div Sparse data, mostly missing;l when present, there are no peak flows, meanwhile the modeled data has many.
  IFR bl Utica Reservoir Few consecutive months of observation during 5 years, all with low flows, meanwhile peak flows are occuring in the modeled data
  New Melones Lake Flood Control No data
tuolumne Don Pedro Lake Spillway No data
  IFR at La Grange Good, a few small peaks missed
  IFR bl Cherry Lake Good, a few small peaks missed
  IFR bl Hetch Hetchy Reservoir Good, a few small peaks missed
  IFR bl Lake Eleanor Good, a few small peaks missed
  Moccasin Fish Hatchery No data
upper_san_joaquin IFR above Shakeflat Creek Good, although overproducing
  IFR bl Balsam Forebay Bad stats due to a few peak flows
  IFR bl Bass Lake Good, although some peak flows were missed
  IFR bl Bear Div Good
  IFR bl Big Creek 5 Div Some high flows are missed
  IFR bl Big Creek 6 Div Good
  IFR bl Bolsillo Creek Div Bad/weird/mostly missing observed data
  IFR bl Browns Creek Ditch No data
  IFR bl Camp 62 Creek Div Bad/weird/mostly missing observed data
  IFR bl Chinquapin Creek Div Bad/weird/mostly missing observed data
  IFR bl Hooper Creek Good, although some peak flows were missed
  IFR bl Huntington Lake MIFs started to be followed only recently (2010-2011, which are the latest observations used)
  IFR bl Kerckhoff Lake Good
  IFR bl Lake Thomas A Edison Some smaller high flows are missed meanwhile higher high flows are not present in the observed.
  IFR bl Manzanita Div No data
  IFR bl Millerton Lake Rules constantly changing
  IFR bl Mono Creek Div Good, some peak flows missed in the modeled data.
  IFR bl Pitman Creek Div Ok, some peak flows missed in the modeled data.
  IFR bl Redinger Lake Good
  IFR bl San Joaquin 1 Div No data
  IFR bl San Joaquin R and Willow Cr confluence No data
  IFR bl Shaver Lake Some peaks flows missed, the ones captured are higher in the modeled data
  IFR No. Fk. Stevenson Creek above Shaver Lake Peak flows occurr with a certain frequency in the observed, but not in the modeled data

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