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#!/usr/bin/env python
"""
@package ion_functions.data.sfl_functions_surface
@file ion_functions/data/sfl_functions_surface.py
@author Christopher Wingard
@brief Module containing the temperature, conductivity and chloride calibration
surface from Larson et al 2007.
"""
import numpy as np
# recreate the 3 arrays of temperature (tdat), conductivty (sdat) and chloride
# (cdat) from the Larson et al 2007 derived calibration surface provided to CI
# in a Matlab file (Larson_2007surface.mat). While it is possible that these
# values may change, this is not likely to occur frequently. Note, NaN's in
# cdat array and corresponding values at beginning and end of tdat array have
# been removed.
tdat = np.array([
105.1942,106.5933,107.9925,109.3916,110.7908,112.1900,113.5891,
114.9883,116.3874,117.7866,119.1858,120.5849,121.9841,123.3833,124.7824,
126.1816,127.5807,128.9799,130.3791,131.7782,133.1774,134.5765,135.9757,
137.3749,138.7740,140.1732,141.5723,142.9715,144.3707,145.7698,147.1690,
148.5681,149.9673,151.3665,152.7656,154.1648,155.5639,156.9631,158.3623,
159.7614,161.1606,162.5598,163.9589,165.3581,166.7572,168.1564,169.5556,
170.9547,172.3539,173.7530,175.1522,176.5514,177.9505,179.3497,180.7488,
182.1480,183.5472,184.9463,186.3455,187.7446,189.1438,190.5430,191.9421,
193.3413,194.7405,196.1396,197.5388,198.9379,200.3371,201.7363,203.1354,
204.5346,205.9337,207.3329,208.7321,210.1312,211.5304,212.9295,214.3287,
215.7279,217.1270,218.5262,219.9253,221.3245,222.7237,224.1228,225.5220,
226.9212,228.3203,229.7195,231.1186,232.5178,233.9170,235.3161,236.7153,
238.1144,239.5136,240.9128,242.3119,243.7111,245.1102,246.5094,247.9086,
249.3077,250.7069,252.1060,253.5052,254.9044,256.3035,257.7027,259.1018,
260.5010,261.9002,263.2993,264.6985,266.0977,267.4968,268.8960,270.2951,
271.6943,273.0935,274.4926,275.8918,277.2909,278.6901,280.0893,281.4884,
282.8876,284.2867,285.6859,287.0851,288.4842,289.8834,291.2825,292.6817,
294.0809,295.4800,296.8792,298.2784,299.6775,301.0767,302.4758,303.8750,
305.2742,306.6733,308.0725,309.4716,310.8708,312.2700,313.6691,315.0683,
316.4674,317.8666,319.2658,320.6649,322.0641,323.4632,324.8624,326.2616,
327.6607,329.0599,330.4591,331.8582,333.2574,334.6565,336.0557,337.4549,
338.8540,340.2532,341.6523,343.0515,344.4507,345.8498,347.2490,348.6481,
350.0473,351.4465,352.8456,354.2448,355.6439,357.0431,358.4423,359.8414,
361.2406,362.6397,364.0389,365.4381,366.8372,368.2364,369.6356,371.0347,
372.4339,373.8330,375.2322,376.6314,378.0305,379.4297,380.8288
])
sdat = np.array([
0.0540,0.0569,0.0598,0.0627,0.0657,0.0686,0.0715,0.0744,0.0773,0.0802,
0.0831,0.0861,0.0890,0.0919,0.0948,0.0977,0.1006,0.1035,0.1065,0.1094,
0.1123,0.1152,0.1181,0.1210,0.1239,0.1269,0.1298,0.1327,0.1356,0.1385,
0.1414,0.1444,0.1473,0.1502,0.1531,0.1560,0.1589,0.1618,0.1648,0.1677,
0.1706,0.1735,0.1764,0.1793,0.1822,0.1852,0.1881,0.1910,0.1939,0.1968,
0.1997,0.2026,0.2056,0.2085,0.2114,0.2143,0.2172,0.2201,0.2230,0.2260,
0.2289,0.2318,0.2347,0.2376,0.2405,0.2434,0.2464,0.2493,0.2522,0.2551,
0.2580,0.2609,0.2638,0.2668,0.2697,0.2726,0.2755,0.2784,0.2813,0.2843,
0.2872,0.2901,0.2930,0.2959,0.2988,0.3017,0.3047,0.3076,0.3105,0.3134,
0.3163,0.3192,0.3221,0.3251,0.3280,0.3309,0.3338,0.3367,0.3396,0.3425,
0.3455,0.3484,0.3513,0.3542,0.3571,0.3600,0.3629,0.3659,0.3688,0.3717,
0.3746,0.3775,0.3804,0.3833,0.3863,0.3892,0.3921,0.3950,0.3979,0.4008,
0.4037,0.4067,0.4096,0.4125,0.4154,0.4183,0.4212,0.4242,0.4271,0.4300,
0.4329,0.4358,0.4387,0.4416,0.4446,0.4475,0.4504,0.4533,0.4562,0.4591,
0.4620,0.4650,0.4679,0.4708,0.4737,0.4766,0.4795,0.4824,0.4854,0.4883,
0.4912,0.4941,0.4970,0.4999,0.5028,0.5058,0.5087,0.5116,0.5145,0.5174,
0.5203,0.5232,0.5262,0.5291,0.5320,0.5349,0.5378,0.5407,0.5436,0.5466,
0.5495,0.5524,0.5553,0.5582,0.5611,0.5641,0.5670,0.5699,0.5728,0.5757,
0.5786,0.5815,0.5845,0.5874,0.5903,0.5932,0.5961,0.5990,0.6019,0.6049,
0.6078,0.6107,0.6136,0.6165,0.6194,0.6223,0.6253,0.6282,0.6311,0.6340
])
cdat = np.array([
[0.4204,0.4250,0.4296,0.4342,0.4388,0.4434,0.4480,0.4526,0.4572,0.4618,0.4664,0.4711,0.4757,0.4803,0.4850,0.4896,0.4942,0.4988,0.5035,0.5081,0.5127,0.5173,0.5219,0.5265,0.5311,0.5357,0.5403,0.5449,0.5494,0.5540,0.5585,0.5630,0.5675,0.5720,0.5765,0.5810,0.5854,0.5898,0.5942,0.5986,0.6030,0.6074,0.6117,0.6160,0.6203,0.6246,0.6288,0.6330,0.6372,0.6414,0.6455,0.6496,0.6537,0.6577,0.6618,0.6657,0.6697,0.6736,0.6775,0.6814,0.6852,0.6890,0.6927,0.6964,0.7001,0.7038,0.7073,0.7109,0.7144,0.7179,0.7213,0.7247,0.7281,0.7314,0.7346,0.7378,0.7410,0.7441,0.7471,0.7502,0.7531,0.7560,0.7589,0.7617,0.7645,0.7672,0.7698,0.7724,0.7749,0.7774,0.7798,0.7822,0.7845,0.7867,0.7889,0.7910,0.7931,0.7951,0.7970,0.7989,0.8007,0.8024,0.8041,0.8057,0.8072,0.8086,0.8100,0.8113,0.8126,0.8138,0.8149,0.8159,0.8168,0.8177,0.8185,0.8192,0.8199,0.8204,0.8209,0.8213,0.8217,0.8219,0.8221,0.8221,0.8221,0.8220,0.8219,0.8216,0.8213,0.8208,0.8203,0.8197,0.8190,0.8182,0.8173,0.8163,0.8152,0.8141,0.8128,0.8114,0.8100,0.8084,0.8068,0.8050,0.8032,0.8013,0.7992,0.7971,0.7948,0.7925,0.7900,0.7874,0.7848,0.7820,0.7791,0.7761,0.7730,0.7698,0.7665,0.7631,0.7595,0.7559,0.7521,0.7482,0.7443,0.7401,0.7359,0.7316,0.7271,0.7225,0.7178,0.7130,0.7081,0.7030,0.6978,0.6925,0.6871,0.6815,0.6759,0.6700,0.6641,0.6580,0.6519,0.6455,0.6391,0.6325,0.6258,0.6190,0.6120,0.6049,0.5977,0.5902,0.5828,0.5751,0.5673,0.5594,0.5513,0.5431],
[0.4389,0.4434,0.4487,0.4532,0.4585,0.4631,0.4683,0.4729,0.4782,0.4828,0.4880,0.4927,0.4979,0.5025,0.5077,0.5124,0.5176,0.5222,0.5274,0.5320,0.5372,0.5418,0.5469,0.5515,0.5566,0.5612,0.5663,0.5709,0.5759,0.5805,0.5855,0.5900,0.5950,0.5995,0.6044,0.6089,0.6137,0.6182,0.6230,0.6274,0.6322,0.6366,0.6413,0.6456,0.6503,0.6546,0.6569,0.6611,0.6657,0.6699,0.6744,0.6785,0.6829,0.6870,0.6913,0.6953,0.6996,0.7035,0.7077,0.7115,0.7176,0.7214,0.7254,0.7291,0.7330,0.7367,0.7405,0.7441,0.7479,0.7513,0.7550,0.7584,0.7620,0.7653,0.7687,0.7719,0.7753,0.7784,0.7816,0.7847,0.7878,0.7907,0.7937,0.7965,0.7994,0.8021,0.8049,0.8075,0.8101,0.8126,0.8151,0.8175,0.8199,0.8221,0.8244,0.8265,0.8286,0.8306,0.8326,0.8344,0.8363,0.8380,0.8397,0.8413,0.8428,0.8443,0.8457,0.8470,0.8482,0.8494,0.8505,0.8515,0.8524,0.8533,0.8540,0.8547,0.8553,0.8559,0.8563,0.8567,0.8569,0.8572,0.8572,0.8573,0.8572,0.8571,0.8567,0.8565,0.8560,0.8555,0.8549,0.8542,0.8534,0.8526,0.8515,0.8505,0.8492,0.8480,0.8466,0.8452,0.8435,0.8420,0.8401,0.8383,0.8362,0.8343,0.8319,0.8298,0.8273,0.8249,0.8221,0.8196,0.8166,0.8138,0.8106,0.8076,0.8042,0.8009,0.7973,0.7938,0.7900,0.7863,0.7821,0.7782,0.7739,0.7697,0.7651,0.7608,0.7559,0.7513,0.7462,0.7413,0.7360,0.7309,0.7252,0.7199,0.7140,0.7084,0.7023,0.6965,0.6900,0.6839,0.6773,0.6709,0.6640,0.6573,0.6501,0.6432,0.6357,0.6286,0.6208,0.6134,0.6053,0.5976,0.5892,0.5813,0.5726,0.5644],
[0.4573,0.4618,0.4677,0.4723,0.4782,0.4828,0.4887,0.4933,0.4992,0.5038,0.5096,0.5142,0.5201,0.5247,0.5305,0.5351,0.5409,0.5455,0.5513,0.5559,0.5616,0.5662,0.5719,0.5765,0.5821,0.5867,0.5923,0.5969,0.6024,0.6070,0.6124,0.6170,0.6224,0.6269,0.6323,0.6368,0.6421,0.6465,0.6518,0.6562,0.6614,0.6658,0.6709,0.6752,0.6803,0.6845,0.6851,0.6893,0.6942,0.6984,0.7032,0.7073,0.7121,0.7162,0.7208,0.7248,0.7294,0.7334,0.7379,0.7417,0.7499,0.7537,0.7580,0.7618,0.7660,0.7696,0.7737,0.7773,0.7813,0.7848,0.7887,0.7921,0.7959,0.7992,0.8028,0.8060,0.8096,0.8127,0.8161,0.8191,0.8224,0.8254,0.8285,0.8313,0.8344,0.8371,0.8400,0.8426,0.8453,0.8478,0.8504,0.8528,0.8553,0.8575,0.8598,0.8620,0.8641,0.8661,0.8682,0.8700,0.8719,0.8736,0.8753,0.8769,0.8785,0.8799,0.8813,0.8826,0.8839,0.8850,0.8861,0.8871,0.8880,0.8888,0.8895,0.8902,0.8907,0.8913,0.8916,0.8920,0.8922,0.8924,0.8923,0.8924,0.8922,0.8921,0.8916,0.8914,0.8907,0.8903,0.8894,0.8888,0.8877,0.8869,0.8857,0.8847,0.8832,0.8820,0.8803,0.8789,0.8770,0.8755,0.8733,0.8716,0.8692,0.8673,0.8647,0.8625,0.8597,0.8573,0.8543,0.8517,0.8484,0.8456,0.8421,0.8391,0.8353,0.8321,0.8281,0.8246,0.8204,0.8167,0.8122,0.8083,0.8035,0.7994,0.7943,0.7900,0.7847,0.7801,0.7745,0.7697,0.7638,0.7587,0.7526,0.7473,0.7409,0.7354,0.7287,0.7229,0.7159,0.7099,0.7026,0.6963,0.6888,0.6822,0.6744,0.6675,0.6594,0.6523,0.6439,0.6365,0.6278,0.6201,0.6112,0.6032,0.5939,0.5856],
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