{
  "key": "spiciness0",
  "slug": "spiciness0",
  "label": "Spice (spiciness at 0 dbar, TEOS-10); positive spicy (warm, salty), negative minty",
  "short_label": "Spiciness",
  "description": "Spice (spiciness at 0 dbar, TEOS-10); positive spicy (warm, salty), negative minty",
  "units": "kg/m3",
  "units_nerc_p06": "http://vocab.nerc.ac.uk/collection/P06/current/UKMC/",
  "nerc_p01": null,
  "category": {
    "key": null,
    "name": "Physical Oceanography",
    "icon": "cat-physical",
    "realm": "env",
    "order": 1
  },
  "is_unified": false,
  "derivation": "calcofi4db::ctd_spice(): gsw_SA_from_SP, gsw_CT_from_t, gsw_spiciness0 (McDougall & Krzysik 2015). calcofi_ctd-derived: on the sensor-pair averaged corrected temperature and salinity of each 1 m bin, final and preliminary_with_bottle casts only. calcofi_bottle-derived: calcofi4db::bottle_spice_sigma0() on each bottle's own temperature and salinity at gsw_p_from_z(-depth, latitude); a bottle with T_qual or S_qual 8/9 has none",
  "climatology": true,
  "bounds": {
    "valid_min": -25,
    "valid_max": 18,
    "declared_by": [
      "spiciness0"
    ]
  },
  "totals": {
    "n_values": 1523861,
    "n_samples": 851207,
    "n_roots": 44324,
    "n_datasets": 2,
    "year_min": 1949,
    "year_max": 2026,
    "depth_min_m": 0,
    "depth_max_m": 5351,
    "qual_ok_n": 1523861,
    "n_flagged": 0
  },
  "series": [
    {
      "measurement_type": "spiciness0",
      "dataset_key": "calcofi_bottle-derived",
      "source_column": "temperature_ave; salinity_ave_corr; pressure",
      "qual_column": null,
      "description": "Spice (spiciness at 0 dbar, TEOS-10); positive spicy (warm, salty), negative minty",
      "units": "kg/m3",
      "nerc_p01": null,
      "is_canonical": true,
      "n_values": 841673,
      "n_samples": 841673,
      "n_roots": 34790,
      "n_cells": 222,
      "n_cruises": 649,
      "year_min": 1949,
      "year_max": 2021,
      "depth_min_m": 0,
      "depth_max_m": 5351,
      "years": {
        "1949": 26691,
        "1950": 36802,
        "1951": 11388,
        "1952": 28166,
        "1953": 28712,
        "1954": 18275,
        "1955": 22411,
        "1956": 13735,
        "1957": 18531,
        "1958": 23938,
        "1959": 33689,
        "1960": 26566,
        "1961": 13797,
        "1962": 13659,
        "1963": 12255,
        "1964": 11221,
        "1965": 9051,
        "1966": 11778,
        "1967": 4110,
        "1968": 5694,
        "1969": 23714,
        "1970": 867,
        "1971": 795,
        "1972": 29755,
        "1973": 1161,
        "1974": 8588,
        "1975": 24105,
        "1976": 4421,
        "1977": 1742,
        "1978": 24665,
        "1980": 1224,
        "1981": 8004,
        "1982": 698,
        "1983": 4130,
        "1984": 30475,
        "1985": 7353,
        "1986": 9039,
        "1987": 15699,
        "1988": 14867,
        "1989": 9380,
        "1990": 7694,
        "1991": 7998,
        "1992": 8398,
        "1993": 8049,
        "1994": 7783,
        "1995": 7721,
        "1996": 8617,
        "1997": 8379,
        "1998": 12170,
        "1999": 7799,
        "2000": 7779,
        "2001": 7814,
        "2002": 7781,
        "2003": 8592,
        "2004": 7758,
        "2005": 7933,
        "2006": 8104,
        "2007": 8187,
        "2008": 8242,
        "2009": 8522,
        "2010": 7946,
        "2011": 8567,
        "2012": 7370,
        "2013": 8285,
        "2014": 6636,
        "2015": 7881,
        "2016": 8936,
        "2017": 8392,
        "2018": 7571,
        "2019": 6189,
        "2020": 5881,
        "2021": 1548
      },
      "months": [
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      "depth_bands": {
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        "10-50": 161509,
        "50-100": 139766,
        "100-200": 167195,
        "200-500": 211470,
        "500-1000": 83928,
        "1000-2000": 17593,
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      "qual": {
        "none": 841673
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      "qual_ok_n": 841673,
      "n_flagged": 0,
      "observed": {
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        "p05": -0.0407165954966962,
        "p50": 0.397609080950659,
        "p95": 2.09215687416765,
        "max": 7.26596814971728
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      "out_of_bounds": {
        "n": 0,
        "min": null,
        "max": null
      },
      "flags": [
        "no_flag_at_grain",
        "no_p01"
      ]
    },
    {
      "measurement_type": "spiciness0",
      "dataset_key": "calcofi_ctd-derived",
      "source_column": "temperature_ave; salinity_ave_corr; pressure",
      "qual_column": null,
      "description": "Spice (spiciness at 0 dbar, TEOS-10); positive spicy (warm, salty), negative minty",
      "units": "kg/m3",
      "nerc_p01": null,
      "is_canonical": true,
      "n_values": 682188,
      "n_samples": 9534,
      "n_roots": 9534,
      "n_cells": 113,
      "n_cruises": 138,
      "year_min": 1993,
      "year_max": 2026,
      "depth_min_m": 1,
      "depth_max_m": 3630,
      "years": {
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        "1994": 21983,
        "1995": 20609,
        "1996": 23081,
        "1997": 21826,
        "1998": 32353,
        "1999": 20617,
        "2000": 19723,
        "2001": 19476,
        "2002": 19710,
        "2003": 24257,
        "2004": 24832,
        "2005": 20572,
        "2006": 22492,
        "2007": 21605,
        "2008": 21265,
        "2009": 23763,
        "2010": 22484,
        "2011": 23349,
        "2012": 18926,
        "2013": 22093,
        "2014": 17537,
        "2015": 20791,
        "2016": 23887,
        "2017": 21365,
        "2018": 18652,
        "2019": 15177,
        "2020": 16306,
        "2021": 17352,
        "2022": 15531,
        "2023": 21964,
        "2024": 17860,
        "2025": 15172,
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      },
      "months": [
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      ],
      "depth_bands": {
        "0-10": 16992,
        "10-50": 88860,
        "50-100": 108158,
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        "200-500": 281287,
        "500-1000": 38020,
        "1000-2000": 3283,
        "2000+": 3237
      },
      "qual": {
        "none": 682188
      },
      "qual_ok_n": 682188,
      "n_flagged": 0,
      "observed": {
        "min": -13.0302736565363,
        "p05": -0.0131083876609899,
        "p50": 0.292655992849751,
        "p95": 1.43205246826178,
        "max": 4.55667543273068
      },
      "out_of_bounds": {
        "n": 0,
        "min": null,
        "max": null
      },
      "flags": [
        "no_flag_at_grain",
        "no_p01"
      ]
    }
  ],
  "related": [],
  "flags": [
    "no_label"
  ],
  "face": {
    "kind": "scale",
    "face_of": null,
    "stands_in_note": null,
    "source": "no NERC P01 on this key; shows its own familiar-scale figure only (D3)"
  },
  "method": [
    {
      "dataset_key": "calcofi_bottle-derived",
      "measurement_type": "spiciness0",
      "platform": "bottle",
      "instrument": "Computed from the bottle's own temperature and salinity (TEOS-10)",
      "nerc_l22": null,
      "principle": "Spiciness at 0 dbar by TEOS-10 (McDougall & Krzysik 2015), from each bottle's own temperature and salinity at the sea pressure of its depth: absolute salinity from practical salinity, conservative temperature from in-situ temperature, then the spiciness function. A bottle whose temperature or salinity the provider flags 8 or 9 has none.",
      "steps": [
        "gsw_p_from_z",
        "gsw_SA_from_SP",
        "gsw_CT_from_t",
        "gsw_spiciness0"
      ],
      "wavelength_nm": null,
      "precision": null,
      "bibkeys": [
        "mcdougall2015"
      ],
      "calcofi_org_url": null,
      "text_fragment": null,
      "source": "the record's own derivation (measurement_type.csv; calcofi4db::bottle_spice_sigma0())",
      "source_url": null
    },
    {
      "dataset_key": "calcofi_ctd-derived",
      "measurement_type": "spiciness0",
      "platform": "ctd",
      "instrument": "Computed from the cast's temperature and salinity (TEOS-10)",
      "nerc_l22": null,
      "principle": "Spiciness at 0 dbar by TEOS-10 (McDougall & Krzysik 2015), on the sensor-pair averaged corrected temperature and salinity: absolute salinity from practical salinity, conservative temperature from in-situ temperature, then the spiciness function. Published for final and preliminary_with_bottle casts only.",
      "steps": [
        "gsw_SA_from_SP",
        "gsw_CT_from_t",
        "gsw_spiciness0"
      ],
      "wavelength_nm": null,
      "precision": null,
      "bibkeys": [
        "mcdougall2015"
      ],
      "calcofi_org_url": null,
      "text_fragment": null,
      "source": "the record's own derivation (measurement_type.csv)",
      "source_url": null
    }
  ],
  "why": [
    {
      "rank": 1,
      "kind": "authored",
      "text": "Two waters can have the same density and still be different waters: spice says whether a parcel is warm and salty or cool and fresh, and off Southern California the water on a density surface comes from two sources, cool and fresh from the north and warm and salty from the south, so a change in their mix shows up as a change in spice.",
      "bibkeys": [
        "bograd2015"
      ],
      "source_url": null,
      "eov": null,
      "goos_doc": null
    },
    {
      "rank": 2,
      "kind": "authored",
      "text": "Spice is computed from the sensor-pair averaged temperature and salinity (TEOS-10, McDougall & Krzysik 2015), so it carries whatever those two series carry; it is published for final and preliminary_with_bottle casts only.",
      "bibkeys": [],
      "source_url": null,
      "eov": null,
      "goos_doc": null
    },
    {
      "rank": 3,
      "kind": "wikipedia",
      "text": "Spiciness",
      "bibkeys": [],
      "source_url": "https://en.wikipedia.org/wiki/Spiciness",
      "eov": null,
      "goos_doc": null
    }
  ],
  "anomaly": {
    "baseline": [
      1993,
      2013
    ],
    "ymax": 0.514,
    "spark_band": "200-500",
    "min_cruises": 2,
    "bands": [
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        "band": "0-10",
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            100
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            109
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            62
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            530
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            583
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            793
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            0.1624,
            3,
            732
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            1995,
            0.0107,
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            1099
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            0.1273,
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            1461
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            0.057,
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            862
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            0.1132,
            6,
            1079
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            1999,
            -0.0352,
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            1062
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            2000,
            0.13,
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            1028
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            2001,
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            -0.0902,
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            -0.0478,
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            1103
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            -0.0449,
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            1150
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            -0.014,
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            958
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            -0.0995,
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            2012,
            -0.0888,
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            877
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            0.505,
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            0.3043,
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            0.1905,
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            0.294,
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        "trend": {
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          "intercept": -6.103,
          "from": 1984,
          "to": 2021,
          "n_years": 37
        },
        "ext": {
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      {
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        "n_years": 71,
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            488
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            520
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            232
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            468
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            -0.0875,
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            448
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            14
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            628
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            1001
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            1,
            433
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            1988,
            -0.0154,
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            1370
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            1989,
            0.0096,
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            1940
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            1990,
            0.2615,
            3,
            1323
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            -0.061,
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            1320
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            1992,
            0.0957,
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            1794
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            1993,
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            3098
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            1994,
            0.1172,
            3,
            3135
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          [
            1995,
            0.0511,
            4,
            3955
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            1996,
            0.1072,
            4,
            4899
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            1997,
            0.0529,
            3,
            3069
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            1998,
            0.2068,
            6,
            3808
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            1999,
            -0.0144,
            4,
            4164
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            2000,
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            4,
            4160
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            2001,
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            4360
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            4163
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            4224
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            2006,
            -0.0389,
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            4444
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            2007,
            0.021,
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            4004
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            2008,
            -0.1153,
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            2009,
            -0.0289,
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            3275
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          [
            2010,
            -0.0639,
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            3965
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          [
            2011,
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}