How to parse large dataset and convert into a 3xn matrix

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Sydney McLachlan
Sydney McLachlan 2023 年 6 月 22 日
回答済み: Harimurali 2023 年 9 月 6 日
Hi there!
I have a dataset that I am looking to convert into a 3xn matrix where the columns represent time, pH, and temperature. This is the information I have for data:
  • Un,sensor_data,unix_epoch_time
  • Where Un is U1, U2, U3, …, U7. This is the port designation on the logger. The sensor_data is what lies in between the port designator and the epoch time. This can vary from sensor to sensor of course. You would need to know what sensor is on which port to parse the data. Usually this information can be obtained from the data file. In the file you have, U4 is the AML xchange pH sensor. You can see the pre-amble from this sensor in the startup logged data, it gives all the sensor information like serial number, sensor type etc. After this it just prints the pH value ‘U4,pH,epoch_time’. On U6 was a temperature sensor, this sensor outputs more data ‘U6, aanderaa_sensor_type serial_number temperature raw_value,epoch_time’.
  • Of course the values in the data fields would vary depending on the setup. Would be smart to have an ability to configure this manually before running your script.
  • So for this particular data set, you have 2 different sampling rates, the 4060 at 1s and pH at 50ms. If you read about the idronaut pH sensor you will find that it has a settling time of 4s or so. I would suggest averaging all the pH data in between temperature measurements. That way at one specific time and for every second you have 1 temperature and 1 pH measurement.
I know this is a lot of information and a big ask, so even advice on how to get started would be great. Thank you in advance!
  2 件のコメント
Star Strider
Star Strider 2023 年 6 月 22 日
Ran in:
What do we do with this file? What are the variables, what do we do with ‘Var4’ and ‘Var6’ and what is the correct date format?
type('Niskin-Logger-Sample.txt')
U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,296 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,297 U4,@J 750171 10/07/2022 0.084 IpH 06,298 U4,@J 750171 10/07/2022 0.084 IpH 06,298 U4,@J 750171 10/07/2022 0.084 IpH 06,298 U4,@J 750171 10/07/2022 0.084 IpH 06,298 U4,@J 750171 10/07/2022 0.084 IpH 06,298 U4,@J 750171 10/07/2022 0.084 IpH 06,298 U4,Idronaut pH Version 1.05.0,298 U4,AML Oceanographic Ltd.,298 U4,pH Sensor SN: 750171, Calibrated 2022-10-07 09:46:15,298 U4,05.5718,298 U4,05.9434,298 U4,04.8241,298 U4,04.9670,298 U4,05.0333,298 U4,04.7708,298 U4,05.1185,298 U4,04.8370,298 U4,04.9518,298 U4,05.0625,298 U4,04.7761,298 U4,05.1258,298 U4,04.8705,298 U4,04.9459,298 U4,05.0957,298 U4,04.7892,298 U4,05.1353,299 U4,04.9076,299 U4,04.9408,299 U4,05.1227,299 U4,04.7993,299 U4,05.1372,299 U4,04.9371,299 U4,04.9315,299 U4,05.1442,299 U4,04.8095,299 U4,05.1357,299 U4,04.9668,299 U4,04.9230,299 U4,05.1633,299 U4,04.8244,299 U4,05.1324,299 U4,04.9985,299 U4,04.9148,299 U4,05.1833,299 U4,04.8436,299 U4,05.1298,299 U4,05.0329,299 U4,04.9123,299 U4,05.2023,299 U4,04.8657,299 U4,05.1231,300 U4,05.0677,300 U4,04.9055,300 U4,05.2175,300 U4,04.8879,300 U4,05.1153,300 U4,05.0987,300 U4,04.9034,300 U4,05.2320,300 U4,04.9138,300 U4,05.1084,300 U4,05.1322,300 U4,04.9047,300 U4,05.2456,300 U4,04.9396,300 U4,05.0982,300 U4,05.1621,300 U4,04.9060,300 U4,05.2536,300 U4,04.9690,300 U4,05.0899,300 U4,05.1949,300 U4,04.9109,300 U4,05.2616,300 U4,05.0017,300 U4,05.0829,301 U4,05.2256,301 U4,04.9267,301 U4,05.2694,301 U4,05.0380,301 U4,05.0777,301 U4,05.2573,301 U4,04.9368,301 U4,05.2763,301 U4,05.0768,301 U4,05.0746,301 U4,05.2883,301 U4,04.9564,301 U4,05.2817,301 U4,05.1162,301 U4,05.0737,301 U4,05.3161,301 U4,04.9772,301 U4,05.2840,301 U4,05.1506,301 U4,05.0672,301 U4,05.3362,301 U4,04.9974,301 U4,05.2809,301 U4,05.1902,301 U4,05.0644,301 U4,05.3598,302 U4,05.0252,302 U4,05.2816,302 U4,05.2294,302 U4,05.0667,302 U4,05.3812,302 U4,05.0523,302 U4,05.2789,302 U4,05.2666,302 U4,05.0694,302 U4,05.3978,302 U4,05.0816,302 U4,05.2720,302 U4,05.3032,302 U4,05.0717,302 U4,05.4139,302 U4,05.1140,302 U4,05.2671,302 U4,05.3400,302 U4,05.0778,302 U4,05.4267,302 U4,05.1488,302 U4,05.2573,302 U4,05.3740,302 U4,05.0842,302 U4,05.4336,303 U4,05.1875,303 U4,05.2500,303 U4,05.4092,303 U4,05.0980,303 U4,05.4420,303 U4,05.2260,303 U4,05.2464,303 U4,05.4435,303 U4,05.1168,303 U4,05.4492,303 U4,05.2672,303 U4,05.2430,303 U4,05.4733,303 U4,05.1368,303 U4,05.4535,303 U4,05.3052,303 U4,05.2388,303 U4,05.4977,303 U4,05.1594,303 U4,05.4542,303 U4,05.3476,303 U4,05.2370,303 U4,05.5234,303 U4,05.1861,303 U4,05.4523,304 U4,05.3891,304 U4,05.2360,304 U4,05.5454,304 U4,05.2156,304 U4,05.4494,304 U4,05.4276,304 U4,05.2344,304 U4,05.5572,304 U4,05.2330,304 U4,05.4259,304 U4,05.4450,304 U4,05.2190,304 U4,05.5211,304 U4,05.1640,304 U4,05.2656,304 U4,05.2440,304 U4,04.9162,304 U4,05.1134,304 U4,04.6592,304 U4,04.5660,304 U4,04.4519,304 U4,03.9844,304 U4,04.0696,304 U4,03.6878,304 U4,03.7279,305 U4,03.9195,305 U4,03.7692,305 U4,04.2405,305 U4,04.1954,305 U4,04.3927,305 U4,04.7081,305 U4,04.5482,305 U4,04.9578,305 U4,04.8733,305 U4,04.9692,305 U4,05.2451,305 U4,05.0863,305 U4,05.5319,305 U4,05.3871,305 U4,05.3587,305 U4,05.5856,305 U4,05.2967,305 U4,05.5872,305 U4,05.4726,305 U4,05.3875,305 U4,05.6343,305 U4,05.3633,305 U4,05.6568,305 U4,05.6433,305 U4,05.6101,306 U4,05.9171,306 U4,05.6145,306 U4,05.8487,306 U4,05.7729,306 U4,05.5900,306 U4,05.8894,306 U4,05.6177,306 U4,05.8555,306 U4,05.8507,306 U4,05.6715,306 U4,05.9773,306 U4,05.4688,306 U4,05.6474,306 U4,05.6801,306 U4,05.4635,306 U4,05.7801,306 U4,05.5348,306 U4,05.6861,306 U4,05.7728,306 U4,05.5534,306 U4,05.9003,306 U4,05.6952,306 U4,05.8429,306 U4,05.9751,306 U4,05.7528,307 U4,06.0908,307 U4,05.8740,307 U4,05.9752,307 U4,06.1179,307 U4,05.8686,307 U4,06.1982,307 U4,05.9973,307 U4,06.0584,307 U4,06.2239,307 U4,05.9520,307 U4,06.2748,307 U4,06.0973,307 U4,06.1185,307 U4,06.3117,307 U4,06.0211,307 U4,06.3238,307 U4,06.1749,307 U4,06.1525,307 U4,06.3724,307 U4,06.0735,307 U4,06.3644,307 U4,06.2498,307 U4,06.1899,307 U4,06.4330,307 U4,06.1282,308 U4,06.3955,308 U4,06.3049,308 U4,06.2030,308 U4,06.4683,308 U4,06.1663,308 U4,06.4091,308 U4,06.3619,308 U4,06.2274,308 U4,06.5146,308 U4,06.2196,308 U4,06.4381,308 U4,06.4280,308 U4,06.2618,308 U4,06.5634,308 U4,06.2799,308 U4,06.4669,308 U4,06.4876,308 U4,06.2917,308 U4,06.6044,308 U4,06.3343,308 U4,06.4867,308 U4,06.5441,308 U4,06.3189,308 U4,06.6355,308 U4,06.3808,309 U4,06.5023,309 U4,06.5933,309 U4,06.3465,309 U4,06.6648,309 U4,06.4290,309 U4,06.5174,309 U4,06.6424,309 U4,06.3888,309 U4,06.7413,309 U4,06.5909,309 U4,06.7220,309 U4,06.9986,309 U4,06.8872,309 U4,07.4297,309 U4,07.5475,309 U4,08.0691,309 U4,09.4104,309 U4,09.5552,309 U4,08.6278,309 U4,07.5028,309 U4,06.7935,309 U4,06.4599,309 U4,05.6626,309 U4,05.5723,309 U4,05.0684,310 U4,04.7554,310 U4,04.8001,310 U4,04.3078,310 U4,04.4883,310 U4,04.2266,310 U4,04.0309,310 U4,04.1984,310 U4,03.7624,310 U4,03.9389,310 U4,03.7644,310 U4,03.5958,310 U4,03.8312,310 U4,03.4340,310 U4,03.6275,310 U4,03.4890,310 U4,03.2785,310 U4,03.6240,310 U4,03.3375,310 U4,03.6131,310 U4,03.6306,310 U4,03.4539,310 U4,03.8114,310 U4,03.5047,310 U4,03.7058,310 U4,03.7410,311 U4,03.5123,311 U4,03.8653,311 U4,03.5661,311 U4,03.7345,311 U4,03.8138,311 U4,03.5621,311 U4,03.9298,311 U4,03.6683,311 U4,03.8226,311 U4,03.9564,311 U4,03.6885,311 U4,04.0570,311 U4,03.8256,311 U4,03.9381,311 U4,04.0963,311 U4,03.8186,311 U4,04.1824,311 U4,03.9690,311 U4,04.0359,311 U4,04.2321,311 U4,03.9346,311 U4,04.2930,311 U4,04.1087,311 U4,04.1361,311 U4,04.3679,312 U4,04.0540,312 U4,04.3992,312 U4,04.2484,312 U4,04.2235,312 U4,04.4881,312 U4,04.1669,312 U4,04.4945,312 U4,04.3872,312 U4,04.3161,312 U4,04.6111,312 U4,04.2897,312 U4,04.5852,312 U4,04.5205,312 U4,04.4026,312 U4,04.7210,312 U4,04.4040,312 U4,04.6715,312 U4,04.6470,312 U4,04.4903,312 U4,04.8263,312 U4,04.5171,312 U4,04.7498,312 U4,04.7645,312 U4,04.5732,312 U4,04.9219,313 U4,04.6245,313 U4,04.8203,313 U4,04.8767,313 U4,04.6503,313 U4,05.0098,313 U4,04.7303,313 U4,04.8828,313 U4,04.9844,313 U4,04.7260,313 U4,05.0881,313 U4,04.8344,313 U4,04.9402,313 U4,05.0875,313 U4,04.8014,313 U4,05.1628,313 U4,04.9402,313 U4,04.9968,313 U4,05.1866,313 U4,04.8786,313 U4,05.2300,313 U4,05.0433,313 U4,05.0497,313 U4,05.2787,313 U4,04.9545,313 U4,05.2881,314 U4,05.1422,314 U4,05.0994,314 U4,05.3636,314 U4,05.0352,314 U4,05.3455,314 U4,05.2429,314 U4,05.1507,314 U4,05.4442,314 U4,05.1160,314 U4,05.3974,314 U4,05.3374,314 U4,05.1975,314 U4,05.5173,314 U4,05.1958,314 U4,05.4403,314 U4,05.4293,314 U4,05.2482,314 U4,05.5870,314 U4,05.2763,314 U4,05.4837,314 U4,05.5172,314 U4,05.3004,314 U4,05.6512,314 U4,05.3586,314 U4,05.5237,315 U4,05.6015,315 U4,05.3497,315 U4,05.7070,315 U4,05.4352,315 U4,05.5605,315 U4,05.6799,315 U4,05.4027,315 U4,05.7616,315 U4,05.5159,315 U4,05.5979,315 U4,05.7577,315 U4,05.4575,315 U4,05.8102,315 U4,05.5949,315 U4,05.6301,315 U4,05.8313,315 U4,05.5122,315 U4,05.8576,315 U4,05.6769,315 U4,05.6669,315 U4,05.9017,315 U4,05.5724,315 U4,05.9010,315 U4,05.7577,315 U4,05.7033,316 U4,05.9678,316 U4,05.6359,316 U4,05.9409,316 U4,05.8377,316 U4,05.7384,316 U4,06.0308,316 U4,05.6994,316 U4,05.9760,316 U4,05.9149,316 U4,05.7733,316 U4,06.0886,316 U4,05.7629,316 U4,06.0079,316 U4,05.9882,316 U4,05.8063,316 U4,06.1384,316 U4,05.8245,316 U4,06.0330,316 U4,06.0577,316 U4,05.8402,316 U4,06.1870,316 U4,05.8884,316 U4,06.0566,316 U4,06.1261,316 U4,05.8757,317 U4,06.2303,317 U4,05.9527,317 U4,06.0805,317 U4,06.1910,317 U4,05.9134,317 U4,06.2701,317 U4,06.0175,317 U4,06.1018,317 U4,06.2537,317 U4,05.9530,317 U4,06.3031,317 U4,06.0829,317 U4,06.1185,317 U4,06.3134,317 U4,05.9934,317 U4,06.3338,317 U4,06.1529,317 U4,06.1358,317 U4,06.3716,317 U4,06.0392,317 U4,06.3610,317 U4,06.2214,317 U4,06.1552,317 U4,06.4205,317 U4,06.0862,318 U4,06.3841,318 U4,06.2851,318 U4,06.1767,318 U4,06.4687,318 U4,06.1364,318 U4,06.4044,318 U4,06.3477,318 U4,06.1973,318 U4,06.5119,318 U4,06.1869,318 U4,06.4213,318 U4,06.4091,318 U4,06.2183,318 U4,06.5515,318 U4,06.2384,318 U4,06.4326,318 U4,06.4669,318 U4,06.2374,318 U4,06.5845,318 U4,06.2908,318 U4,06.4429,318 U4,06.5249,318 U4,06.2615,318 U4,06.6146,318 U4,06.3459,319 U4,06.4494,319 U4,06.5829,319 U4,06.2852,319 U4,06.6380,319 U4,06.4009,319 U4,06.4552,319 U4,06.6298,319 U4,06.3153,319 U4,06.6596,319 U4,06.4573,319 U4,06.4645,319 U4,06.6765,319 U4,06.3489,319 U4,06.6787,319 U4,06.5141,319 U4,06.4732,319 U4,06.7190,319 U4,06.3833,319 U4,06.6920,319 U4,06.5711,319 U4,06.4814,319 U4,06.7605,319 U4,06.4250,319 U4,06.7049,319 U4,06.6283,320 U4,06.4937,320 U4,06.7987,320 U4,06.4674,320 U4,06.7158,320 U4,06.6826,320 U4,06.5077,320 U4,06.8324,320 U4,06.5124,320 U4,06.7246,320 U4,06.7369,320 U4,06.5234,320 U4,06.8637,320 U4,06.5590,320 U4,06.7300,320 U4,06.7856,320 U4,06.5360,320 U4,06.8855,320 U4,06.6002,320 U4,06.7281,320 U4,06.8331,320 U4,06.5567,320 U4,06.9094,320 U4,06.6477,320 U4,06.7303,320 U4,06.8717,321 U4,06.5658,321 U4,06.9125,321 U4,06.6752,321 U4,06.7162,321 U4,06.9071,321 U4,06.5858,321 U4,06.9310,321 U4,06.7414,321 U4,06.7473,321 U4,06.9830,321 U4,06.6589,321 U4,06.9941,321 U4,06.8387,321 U4,06.7947,321 U4,07.0539,321 U4,06.7162,321 U4,07.0252,321 U4,06.9154,321 U4,06.8402,321 U4,07.1045,321 U4,06.7570,321 U4,07.0440,321 U4,06.9643,321 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U4,09.1535,350 U4,09.4489,350 U4,09.1099,351 U4,09.3677,351 U4,09.3186,351 U4,09.1477,351 U4,09.4674,351 U4,09.1378,351 U4,09.3560,351 U4,09.3559,351 U4,09.1450,351 U4,09.4815,351 U4,09.1691,351 U4,09.3427,351 U4,09.3931,351 U4,09.1414,351 U4,09.4902,351 U4,09.2002,351 U4,09.3271,351 U4,09.4290,351 U4,09.1446,351 U4,09.4970,351 U4,09.2361,351 U4,09.3132,351 U4,09.4597,351 U4,09.1495,351 U4,09.4972,351 U4,09.2713,352 U4,09.2980,352 U4,09.4904,352 U4,09.1617,352 U4,09.4985,352 U4,09.3109,352 U4,09.2874,352 U4,09.5192,352 U4,09.1794,352 U4,09.4950,352 U4,09.3534,352 U4,09.2775,352 U4,09.5440,352 U4,09.1993,352 U4,09.4882,352 U4,09.3917,352 U4,09.2675,352 U4,09.5627,352 U4,09.2233,352 U4,09.4798,352 U4,09.4308,352 U4,09.2622,352 U4,09.5814,352 U4,09.2529,352 U4,09.4681,352 U4,09.4710,353 U4,09.2569,353 U4,09.5943,353 U4,09.2825,353 U4,09.4541,353 U4,09.5066,353 U4,09.2548,353 U4,09.6035,353 U4,09.3141,353 U4,09.4403,353 U4,09.5416,353 U4,09.2577,353 U4,09.6093,353 U4,09.3490,353 U4,09.4253,353 U4,09.5739,353 U4,09.2640,353 U4,09.6104,353 U4,09.3832,353 U4,09.4105,353 U4,09.6014,353 U4,09.2736,353 U4,09.6090,353 U4,09.4214,353 U4,09.3985,353 U4,09.6284,354 U4,09.2894,354 U4,09.6070,354 U4,09.4626,354 U4,09.3887,354 U4,09.6535,354 U4,09.3118,354 U4,09.6003,354 U4,09.5041,354 U4,09.3801,354 U4,09.6752,354 U4,09.3375,354 U4,09.5923,354 U4,09.5450,354 U4,09.3730,354 U4,09.6912,354 U4,09.3644,354 U4,09.5756,354 U4,09.5833,354 U4,09.3651,354 U4,09.7039,354 U4,09.3949,354 U4,09.5609,354 U4,09.6195,354 U4,09.3639,354 U4,09.7123,355 U4,09.4266,355 U4,09.5473,355 U4,09.6542,355 U4,09.3675,355 U4,09.7178,355 U4,09.4610,355 U4,09.5326,355 U4,09.6871,355 U4,09.3746,355 U4,09.7201,355 U4,09.5001,355 U4,09.5190,355 U4,09.7174,355 U4,09.3849,355 U4,09.7178,355 U4,09.5379,355 U4,09.5059,355 U4,09.7427,355 U4,09.4025,355 U4,09.7145,355 U4,09.5790,355 U4,09.4959,355 U4,09.7647,355 U4,09.4225,355 U4,09.7071,356 U4,09.6173,356 U4,09.4877,356 U4,09.7863,356 U4,09.4483,356 U4,09.6997,356 U4,09.6567,356 U4,09.4805,356 U4,09.8030,356 U4,09.4763,356 U4,09.6868,356 U4,09.6962,356 U4,09.4761,356 U4,09.8159,356 U4,09.5056,356 U4,09.6707,356 U4,09.7290,356 U4,09.4724,356 U4,09.8256,356 U4,09.5483,356 U4,09.6757,356 U4,09.7875,356 U4,09.4826,356 U4,09.8188,356 U4,09.5539,356 U4,09.6002,357 U4,09.7445,357 U4,09.4268,357 U4,09.7617,357 U4,09.5386,357 U4,09.5519,357 U4,09.7436,357 U4,09.4131,357 U4,09.7402,357 U4,09.5573,357 U4,09.5252,357 U4,09.7563,357 U4,09.4159,357 U4,09.7249,357 U4,09.5848,357 U4,09.5025,357 U4,09.7676,357 U4,09.4231,357 U4,09.7040,357 U4,09.6116,357 U4,09.4789,357 U4,09.7743,357 U4,09.4353,357 U4,09.6828,357 U4,09.6389,357 U4,09.4611,358 U4,09.7800,358 U4,09.4537,358 U4,09.6621,358 U4,09.6685,358 U4,09.4490,358 U4,09.7849,358 U4,09.4743,358 U4,09.6408,358 U4,09.6942,358 U4,09.4405,358 U4,09.7860,358 U4,09.4972,358 U4,09.6190,358 U4,09.7209,358 U4,09.4350,358 U4,09.7836,358 U4,09.5253,358 U4,09.5969,358 U4,09.7470,358 U4,09.4343,358 U4,09.7783,358 U4,09.5545,358 U4,09.5751,358 U4,09.7674,358 U4,09.4365,359 U4,09.7672,359 U4,09.5869,359 U4,09.5540,359 U4,09.7878,359 U4,09.4483,359 U4,09.7570,359 U4,09.6233,359 U4,09.5349,359 U4,09.8067,359 U4,09.4665,359 U4,09.7403,359 U4,09.6635,359 U4,09.5172,359 U4,09.8218,359 U4,09.4890,359 U4,09.7185,359 U4,09.6996,359 U4,09.5019,359 U4,09.8294,359 U4,09.5131,359 U4,09.6969,359 U4,09.7340,359 U4,09.4914,359 U4,09.8350,359 U4,09.5415,360 U4,09.6730,360 U4,09.7659,360 U4,09.4846,360 U4,09.8336,360 U4,09.5728,360 U4,09.6488,360 U4,09.7962,360 U4,09.4854,360 U4,09.8293,360 U4,09.6085,360 U4,09.6277,360 U4,09.8240,360 U4,09.4922,360 U4,09.8215,360 U4,09.6444,360 U4,09.6075,360 U4,09.8449,360 U4,09.5056,360 U4,09.8103,360 U4,09.6847,360 U4,09.5880,360 U4,09.8654,360 U4,09.5260,360 U4,09.7949,360 U4,09.7246,361 U4,09.5747,361 U4,09.8863,361 U4,09.5484,361 U4,09.7804,361 U4,09.7596,361 U4,09.5645,361 U4,09.8921,361 U4,09.5735,361 U4,09.7635,361 U4,09.7930,361 U4,09.5572,361 U4,09.9003,361 U4,09.6001,361 U4,09.7457,361 U4,09.8246,361 U4,09.5525,361 U4,09.9020,361 U4,09.6281,361 U4,09.7224,361 U4,09.8534,361 U4,09.5516,361 U4,09.8986,361 U4,09.6613,361 U4,09.7026,361 U4,09.8793,362 U4,09.5568,362 U4,09.8947,362 U4,09.6962,362 U4,09.6868,362 U4,09.9037,362 U4,09.5679,362 U4,09.8879,362 U4,09.7313,362 U4,09.6722,362 U4,09.9238,362 U4,09.5825,362 U4,09.8791,362 U4,09.7654,362 U4,09.6593,362 U4,09.9417,362 U4,09.6015,362 U4,09.8685,362 U4,09.8020,362 U4,09.6480,362 U4,09.9568,362 U4,09.6242,362 U4,09.8546,362 U4,09.8337,362 U4,09.6374,362 U4,09.9655,362 U4,09.6464,363 U4,09.8371,363 U4,09.8673,363 U4,09.6311,363 U4,09.9740,363 U4,09.6744,363 U4,09.8197,363 U4,09.8991,363 U4,09.6284,363 U4,09.9773,363 U4,09.7050,363 U4,09.8019,363 U4,09.9288,363 U4,09.6300,363 U4,09.9773,363 U4,09.7356,363 U4,09.7834,363 U4,09.9540,363 U4,09.6345,363 U4,09.9748,363 U4,09.7696,363 U4,09.7685,363 U4,09.9806,363 U4,09.6460,363 U4,09.9708,363 U4,09.8088,364 U4,09.7548,364 U4,10.0044,364 U4,09.6625,364 U4,09.9624,364 U4,09.8465,364 U4,09.7414,364 U4,10.0242,364 U4,09.6847,364 U4,09.9522,364 U4,09.8851,364 U4,09.7322,364 U4,10.0411,364 U4,09.7086,364 U4,09.9390,364 U4,09.9164,364 U4,09.7251,364 U4,10.0507,364 U4,09.7299,364 U4,09.9281,364 U4,09.9473,364 U4,09.7210,364 U4,10.0611,364 U4,09.7551,364 U4,09.9141,364 U4,09.9781,365 U4,09.7214,365 U4,10.0722,365 U4,09.7832,365 U4,09.9008,365 U4,10.0076,365 U4,09.7216,365 U4,10.0707,365 U4,09.8139,365 U4,09.8875,365 U4,10.0359,365 U4,09.7271,365 U4,10.0718,365 U4,09.8465,365 U4,09.8739,365 U4,10.0622,365 U4,09.7347,365 U4,10.0693,365 U4,09.8761,365 U4,09.8593,365 U4,10.0819,365 U4,09.7448,365 U4,10.0648,365 U4,09.9094,365 U4,09.8502,365 U4,10.1020,366 U4,09.7652,366 U4,10.0608,366 U4,09.9445,366 U4,09.8418,366 U4,10.1218,366 U4,09.7826,366 U4,10.0547,366 U4,09.9786,366 U4,09.8362,366 U4,10.1387,366 U4,09.8048,366 U4,10.0451,366 U4,10.0103,366 U4,09.8298,366 U4,10.1521,366 U4,09.8274,366 U4,10.0341,366 U4,10.0449,366 U4,09.8255,366 U4,10.1629,366 U4,09.8544,366 U4,10.0188,366 U4,10.0741,366 U4,09.8216,366 U4,10.1681,367 U4,09.8835,367 U4,10.0062,367 U4,10.1050,367 U4,09.8241,367 U4,10.1735,367 U4,09.9105,367 U4,09.9932,367 U4,10.1341,367 U4,09.8289,367 U4,10.1759,367 U4,09.9425,367 U4,09.9821,367 U4,10.1609,367 U4,09.8379,367 U4,10.1762,367 U4,09.9730,367 U4,09.9681,367 U4,10.1816,367 U4,09.8472,367 U4,10.1716,367 U4,10.0074,367 U4,09.9589,367 U4,10.2048,367 U4,09.8637,367 U4,10.1679,368 U4,10.0452,368 U4,09.9484,368 U4,10.2234,368 U4,09.8829,368 U4,10.1622,368 U4,10.0778,368 U4,09.9438,368 U4,10.2436,368 U4,09.9070,368 U4,10.1564,368 U4,10.1119,368 U4,09.9405,368 U4,10.2583,368 U4,09.9294,368 U4,10.1476,368 U4,10.1427,368 U4,09.9341,368 U4,10.2666,368 U4,09.9514,368 U4,10.1347,368 U4,10.1716,368 U4,09.9327,368 U4,10.2762,368 U4,09.9775,368 U4,10.1220,369 U4,10.2058,369 U4,09.9332,369 U4,10.2827,369 U4,10.0052,369 U4,10.1122,369 U4,10.2305,369 U4,09.9368,369 U4,10.2861,369 U4,10.0347,369 U4,10.1006,369 U4,10.2553,369 U4,09.9444,369 U4,10.2886,369 U4,10.0651,369 U4,10.0908,369 U4,10.2807,369 U4,09.9540,369 U4,10.2876,369 U4,10.0977,369 U4,10.0802,369 U4,10.3008,369 U4,09.9647,369 U4,10.2847,369 U4,10.1288,369 U4,10.0696,370 U4,10.3263,370 U4,09.9818,370 U4,10.2817,370 U4,10.1632,370 U4,10.0636,370 U4,10.3420,370 U4,10.0017,370 U4,10.2767,370 U4,10.1983,370 U4,10.0581,370 U4,10.3599,370 U4,10.0245,370 U4,10.2687,370 U4,10.2306,370 U4,10.0516,370 U4,10.3716,370 U4,10.0462,370 U4,10.2571,370 U4,10.2619,370 U4,10.0478,370 U4,10.3833,370 U4,10.0706,370 U4,10.2428,370 U4,10.2931,370 U4,10.0436,371 U4,10.3920,371 U4,10.0993,371 U4,10.2298,371 U4,10.3242,371 U4,10.0450,371 U4,10.3943,371 U4,10.1302,371 U4,10.2166,371 U4,10.3536,371 U4,10.0500,371 U4,10.3969,371 U4,10.1628,371 U4,10.2019,371 U4,10.3803,371 U4,10.0580,371 U4,10.3936,371 U4,10.1946,371 U4,10.1875,371 U4,10.4027,371 U4,10.0677,371 U4,10.3907,371 U4,10.2298,371 U4,10.1772,371 U4,10.4261,371 U4,10.0858,372 U4,10.3874,372 U4,10.2673,372 U4,10.1665,372 U4,10.4459,372 U4,10.1059,372 U4,10.3784,372 U4,10.3028,372 U4,10.1607,372 U4,10.4638,372 U4,10.1283,372 U4,10.3700,372 U4,10.3349,372 U4,10.1542,372 U4,10.4763,372 U4,10.1503,372 U4,10.3592,372 U4,10.3682,372 U4,10.1488,372 U4,10.4867,372 U4,10.1771,372 U4,10.3450,372 U4,10.3994,372 U4,10.1470,372 U4,10.4938,372 U4,10.2049,373 U4,10.3320,373 U4,10.4309,373 U4,10.1501,373 U4,10.4983,373 U4,10.2362,373 U4,10.3186,373 U4,10.4591,373 U4,10.1543,373 U4,10.5001,373 U4,10.2678,373 U4,10.3058,373 U4,10.4863,373 U4,10.1631,373 U4,10.5011,373 U4,10.3034,373 U4,10.2948,373 U4,10.5120,373 U4,10.1774,373 U4,10.4996,373 U4,10.3391,373 U4,10.2858,373 U4,10.5344,373 U4,10.1923,373 U4,10.4935,373 U4,10.3739,374 U4,10.2750,374 U4,10.5533,374 U4,10.2136,374 U4,10.4865,374 U4,10.4114,374 U4,10.2664,374 U4,10.5720,374 U4,10.2384,374 U4,10.4759,374 U4,10.4500,374 U4,10.2607,374 U4,10.5870,374 U4,10.2657,374 U4,10.4635,374 U4,10.4836,374 U4,10.2549,374 U4,10.5947,374 U4,10.2902,374 U4,10.4488,374 U4,10.5137,374 U4,10.2559,374 U4,10.6027,374 U4,10.3180,374 U4,10.4388,374 U4,10.5432,375 U4,10.2593,375 U4,10.6063,375 U4,10.3465,375 U4,10.4248,375 U4,10.5692,375 U4,10.2626,375 U4,10.6094,375 U4,10.3777,375 U4,10.4150,375 U4,10.5948,375 U4,10.2726,375 U4,10.6088,375 U4,10.4068,375 U4,10.4054,375 U4,10.6163,375 U4,10.2825,375 U4,10.6091,375 U4,10.4382,375 U4,10.3979,375 U4,10.6367,375 U4,10.2968,375 U4,10.6062,375 U4,10.4695,375 U4,10.3903,375 U4,10.6559,376 U4,10.3152,376 U4,10.6035,376 U4,10.5020,376 U4,10.3855,376 U4,10.6735,376 U4,10.3350,376 U4,10.5985,376 U4,10.5336,376 U4,10.3810,376 U4,10.6897,376 U4,10.3572,376 U4,10.5925,376 U4,10.5641,376 U4,10.3761,376 U4,10.7010,376 U4,10.3785,376 U4,10.5804,376 U4,10.5958,376 U4,10.3739,376 U4,10.7127,376 U4,10.4029,376 U4,10.5694,376 U4,10.6260,376 U4,10.3719,376 U4,10.7203,377 U4,10.4310,377 U4,10.5560,377 U4,10.6579,377 U4,10.3736,377 U4,10.7237,377 U4,10.4615,377 U4,10.5423,377 U4,10.6841,377 U4,10.3799,377 U4,10.7247,377 U4,10.4924,377 U4,10.5318,377 U4,10.7078,377 U4,10.3876,377 U4,10.7259,377 U4,10.5229,377 U4,10.5219,377 U4,10.7335,377 U4,10.3998,377 U4,10.7258,377 U4,10.5575,377 U4,10.5117,377 U4,10.7540,377 U4,10.4138,377 U4,10.7209,378 U4,10.5909,378 U4,10.5047,378 U4,10.7755,378 U4,10.4337,378 U4,10.7180,378 U4,10.6254,378 U4,10.4994,378 U4,10.7961,378 U4,10.4605,378 U4,10.7090,378 U4,10.6089,378 U4,10.4069,378 U4,10.7195,378 U4,10.3988,378 U4,10.6355,378 U4,10.6402,378 U4,10.4475,378 U4,10.7916,378 U4,10.4754,378 U4,10.6224,378 U4,10.6345,378 U4,10.3715,378 U4,10.6753,378 U4,10.3395,378 U4,10.4178,379 U4,10.4328,379 U4,10.0935,379 U4,10.3335,379 U4,10.0136,379 U4,10.0711,379 U4,10.1875,379 U4,09.9147,379 U4,10.1857,379 U4,09.9984,379 U4,10.0017,379 U4,10.1943,379 U4,09.9168,379 U4,10.2635,379 U4,10.1105,379 U4,10.1630,379 U4,10.4253,379 U4,10.1687,379 U4,10.5199,379 U4,10.4024,379 U4,10.3897,379 U4,10.6318,379 U4,10.1840,379 U4,09.9930,379 U4,09.1907,379 U4,08.0019,380 U4,05.9413,380 U4,03.7854,380 U4,03.2760,380 U4,02.9729,380 U4,02.9173,380 U4,03.3683,380 U4,03.2918,380 U4,03.7903,380 U4,04.0299,380 U4,04.1274,380 U4,04.7454,380 U4,04.7246,380 U4,05.2191,380 U4,05.4787,380 U4,05.4983,380 U4,06.0052,380 U4,05.9109,380 U4,06.2537,380 U4,06.4786,380 U4,06.4004,380 U4,06.8570,380 U4,06.7102,380 U4,06.9407,380 U4,07.1490,380 U4,07.0085,381 U4,07.4553,381 U4,07.3256,381 U4,07.5042,381 U4,07.7318,381 U4,07.5362,381 U4,07.9472,381 U4,07.8191,381 U4,07.9340,381 U4,08.1592,381 U4,07.8889,381 U4,08.2631,381 U4,08.1693,381 U4,08.3026,381 U4,08.8650,381 U4,08.9837,381 U4,09.4559,381 U4,09.4108,381 U4,09.4226,381 U4,09.7199,381 U4,09.6285,381 U4,09.9450,381 U4,09.8731,381 U4,09.8172,381 U4,10.1286,381 U4,09.8604,382 U4,10.1725,382 U4,10.1538,382 U4,10.0558,382 U4,10.3825,382 U4,10.1030,382 U4,10.3650,382 U4,10.3640,382 U4,10.2199,382 U4,10.5501,382 U4,10.2677,382 U4,10.4865,382 U4,10.4920,382 U4,10.3137,382 U4,10.6534,382 U4,10.3861,382 U4,10.5729,382 U4,10.6441,382 U4,10.4176,382 U4,10.7578,382 U4,10.4871,382 U4,10.6451,382 U4,10.7372,382 U4,10.5083,382 U4,10.8525,382 U4,10.6196,383 U4,10.6942,383 U4,10.7975,383 U4,10.4658,383 U4,10.7401,383 U4,10.2965,383 U4,10.3509,383 U4,10.5385,383 U4,10.2426,383 U4,10.5450,383 U4,10.3870,383 U4,10.3713,383 U4,10.6022,383 U4,10.3333,383 U4,10.6353,383 U4,10.5505,383 U4,10.5065,383 U4,10.7633,383 U4,10.4535,383 U4,10.7291,383 U4,10.6280,383 U4,10.5310,383 U4,10.8140,383 U4,10.5156,383 U4,10.7855,383 U4,10.7485,384 U4,10.6331,384 U4,10.9613,384 U4,10.6724,384 U4,10.8978,384 U4,10.8803,384 U4,10.7208,384 U4,04.0411,50 U4,,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U6,4060 702 25.488 8635727,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755878 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U6,4060 702 25.483 8636547,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755879 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755880 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755880 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755880 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755880 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755880 U4,@J 750171 10/07/2022 0.084 IpH 06,1686755880 U4,Idronaut pH Version 1.05.0,1686755880 U4,AML Oceanographic Ltd.,1686755880 U4,pH Sensor SN: 750171, Calibrated 2022-10-07 09:46:15,1686755880 U4,21.1022,1686755880 U4,18.7409,1686755880 U4,23.6897,1686755880 U4,15.4714,1686755880 U4,20.4274,1686755880 U4,18.0715,1686755880 U4,13.9066,1686755880 U4,20.0376,1686755880 U6,4060 702 25.486 8636164,1686755880 U4,11.9645,1686755880 U4,16.2425,1686755880 U4,15.5078,1686755880 U4,10.5056,1686755880 U4,17.1038,1686755880 U4,09.5914,1686755880 U4,13.0629,1686755880 U4,13.5420,1686755880 U4,07.7276,1686755881 U4,14.9040,1686755881 U4,07.9270,1686755881 U4,10.1316,1686755881 U4,11.9258,1686755881 U4,05.2384,1686755881 U4,12.4260,1686755881 U4,06.2207,1686755881 U4,07.3266,1686755881 U4,10.3084,1686755881 U4,03.0947,1686755881 U4,10.2083,1686755881 U4,04.9447,1686755881 U4,04.8121,1686755881 U4,08.9213,1686755881 U4,01.2285,1686755881 U4,08.0087,1686755881 U6,4060 702 25.483 8636518,1686755881 U4,03.9129,1686755881 U4,02.6111,1686755881 U4,07.8192,1686755881 U4,-00.0534,1686755881 U4,06.1442,1686755881 U4,03.2212,1686755881 U4,00.6570,1686755881 U4,06.6582,1686755881 U4,-01.1966,1686755882 U4,04.3233,1686755882 U4,02.6286,1686755882 U4,-01.0359,1686755882 U4,05.5911,1686755882 U4,-02.1036,1686755882 U4,02.5233,1686755882 U4,02.0337,1686755882 U4,-02.6243,1686755882 U4,04.5072,1686755882 U4,-02.7464,1686755882 U4,00.9377,1686755882 U4,01.6775,1686755882 U4,-03.9008,1686755882 U4,03.4615,1686755882 U4,-03.2999,1686755882 U4,-00.5835,1686755882 U6,4060 702 25.479 8637148,1686755882 U4,01.2858,1686755882 U4,-04.9808,1686755882 U4,02.4787,1686755882 U4,-03.5457,1686755882 U4,-01.9928,1686755882 U4,01.0510,1686755882 U4,-05.8668,1686755882 U4,01.4338,1686755882 U4,-03.7063,1686755883 U4,-03.3331,1686755883 U4,00.8080,1686755883 U4,-06.5261,1686755883 U4,00.4742,1686755883 U4,-03.6866,1686755883 U4,-04.5469,1686755883 U4,00.5660,1686755883 U4,-07.0171,1686755883 U4,-00.4766,1686755883 U4,-03.4962,1686755883 U4,-05.5375,1686755883 U4,00.4050,1686755883 U4,-07.2452,1686755883 U4,-01.3645,1686755883 U4,-03.1709,1686755883 U4,-06.3118,1686755883 U6,4060 702 25.478 8637384,1686755883 U4,00.3009,1686755883 U4,-07.1609,1686755883 U4,-02.0367,1686755883 U4,-02.6408,1686755883 U4,-06.8290,1686755883 U4,00.2737,1686755883 U4,-06.9538,1686755883 U4,-02.8913,1686755883 U4,-02.4213,1686755883 U4,-07.6410,1686755884 U4,-00.3037,1686755884 U4,-07.0952,1686755884 U4,-04.1263,1686755884 U4,-02.4825,1686755884 U4,-08.5328,1686755884 U4,-01.1312,1686755884 U4,-07.2125,1686755884 U4,-05.3572,1686755884 U4,-02.6360,1686755884 U4,-09.2454,1686755884 U4,-02.0560,1686755884 U4,-07.1795,1686755884 U4,-06.4387,1686755884 U4,-02.7772,1686755884 U4,-09.6808,1686755884 U6,4060 702 25.477 8637505,1686755884 U4,-02.7918,1686755884 U4,-06.9514,1686755884 U4,-07.3174,1686755884 U4,-02.9013,1686755884 U4,-09.9800,1686755884 U4,-03.5153,1686755884 U4,-06.6018,1686755884 U4,-08.1012,1686755884 U4,-02.9737,1686755884 U4,-10.0697,1686755885 U4,-04.1927,1686755885 U4,-06.2334,1686755885 U4,-08.8163,1686755885 U4,-03.1143,1686755885 U4,-10.0637,1686755885 U4,-04.9117,1686755885 U4,-05.9648,1686755885 U4,-09.5121,1686755885 U4,-03.3898,1686755885 U4,-09.9132,1686755885 U4,-05.5956,1686755885 U4,-05.6083,1686755885 U4,-10.0543,1686755885 U4,-03.6360,1686755885 U4,-09.6660,1686755885 U6,4060 702 25.478 8637429,1686755885 U4,-06.2763,1686755885 U4,-05.3481,1686755885 U4,-10.4585,1686755885 U4,-03.8840,1686755885 U4,-09.3243,1686755885 U4,-06.8790,1686755885 U4,-05.0950,1686755885 U4,-10.7504,1686755885 U4,-04.1658,1686755885 U4,-08.9388,1686755886 U4,-07.5253,1686755886 U4,-04.9246,1686755886 U4,-11.0251,1686755886 U4,-04.5940,1686755886 U4,-08.5473,1686755886 U4,-08.2270,1686755886 U4,-04.8213,1686755886 U4,-11.1852,1686755886 U4,-05.0360,1686755886 U4,-08.1456,1686755886 U4,-08.9313,1686755886 U4,-04.8534,1686755886 U4,-11.2566,1686755886 U4,-05.4858,1686755886 U4,-07.7271,1686755886 U6,4060 702 25.480 8637013,1686755886 U4,-09.5595,1686755886 U4,-04.8856,1686755886 U4,-11.1884,1686755886 U4,-05.9684,1686755886 U4,-07.3168,1686755886 U4,-10.1482,1686755886 U4,-04.9632,1686755886 U4,-11.0066,1686755886 U4,-06.5266,1686755886 U4,-06.9827,1686755887 U4,-10.6946,1686755887 U4,-05.0987,1686755887 U4,-10.6981,1686755887 U4,-07.0712,1686755887 U4,-06.6510,1686755887 U4,-11.1441,1686755887 U4,-05.2885,1686755887 U4,-10.3213,1686755887 U4,-07.6306,1686755887 U4,-06.3149,1686755887 U4,-11.4490,1686755887 U4,-05.4405,1686755887 U4,-09.8199,1686755887 U4,-08.2462,1686755887 U4,-06.0435,1686755887 U6,4060 702 25.481 8636834,1686755887 U4,-11.6838,1686755887 U4,-05.6790,1686755887 U4,-09.2727,1686755887 U4,-08.9111,1686755887 U4,-05.9012,1686755887 U4,-11.8210,1686755887 U4,-06.0023,1686755887 U4,-08.7583,1686755887 U4,-09.5061,1686755887 U4,-05.7721,1686755888 U4,-11.7848,1686755888 U4,-06.3220,1686755888 U4,-08.2779,1686755888 U4,-10.0791,1686755888 U4,-05.6790,1686755888 U4,-11.5950,1686755888 U4,-06.6128,1686755888 U4,-07.7703,1686755888 U4,-10.5666,1686755888 U4,-05.5861,1686755888 U4,-11.2789,1686755888 U4,-06.9531,1686755888 U4,-07.3041,1686755888 U4,-10.9895,1686755888 U4,-05.6053,1686755888 U6,4060 702 25.482 8636678,1686755888 U4,-10.9417,1686755888 U4,-07.3584,1686755888 U4,-06.9149,1686755888 U4,-11.3031,1686755888 U4,-05.5785,1686755888 U4,-10.5050,1686755888 U4,-07.7876,1686755888 U4,-06.5633,1686755888 U4,-11.5738,1686755888 U4,-05.6580,1686755889 U4,-09.9897,1686755889 U4,-08.3061,1686755889 U4,-06.2617,1686755889 U4,-11.7652,1686755889 U4,-05.8095,1686755889 U4,-09.4728,1686755889 U4,-08.8450,1686755889 U4,-06.0637,1686755889 U4,-11.8954,1686755889 U4,-06.0941,1686755889 U4,-09.0266,1686755889 U4,-09.4352,1686755889 U4,-05.9643,1686755889 U4,-11.8964,1686755889 U4,-06.3545,1686755889 U6,4060 702 25.482 8636700,1686755889 U4,-08.5550,1686755889 U4,-09.9780,1686755889 U4,-05.8917,1686755889 U4,-11.7748,1686755889 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U4,-02.1222,1686755897 U4,-07.1534,1686755897 U4,-06.3203,1686755898 U4,-02.4696,1686755898 U4,-09.3969,1686755898 U4,-02.3384,1686755898 U4,-06.3382,1686755898 U4,-06.9207,1686755898 U4,-01.9260,1686755898 U4,-09.2355,1686755898 U4,-02.6851,1686755898 U4,-05.4772,1686755898 U4,-07.4625,1686755898 U4,-01.4850,1686755898 U4,-08.9076,1686755898 U4,-03.1095,1686755898 U4,-04.6047,1686755898 U4,-07.9200,1686755898 U4,-01.1610,1686755898 U6,4060 702 25.481 8636939,1686755898 U4,-08.4359,1686755898 U4,-03.6292,1686755898 U4,-03.7654,1686755898 U4,-08.2777,1686755898 U4,-00.9898,1686755898 U4,-07.8729,1686755898 U4,-04.1574,1686755898 U4,-03.0198,1686755898 U4,-08.4911,1686755899 U4,-00.9758,1686755899 U4,-07.2837,1686755899 U4,-04.7518,1686755899 U4,-02.3371,1686755899 U4,-08.6216,1686755899 U4,-01.0813,1686755899 U4,-06.6018,1686755899 U4,-05.3729,1686755899 U4,-01.7271,1686755899 U4,-08.6521,1686755899 U4,-01.3220,1686755899 U4,-05.8562,1686755899 U4,-05.9249,1686755899 U4,-01.1850,1686755899 U4,-08.5328,1686755899 U4,-01.6367,1686755899 U6,4060 702 25.482 8636782,1686755899 U4,-05.0186,1686755899 U4,-06.4798,1686755899 U4,-00.7156,1686755899 U4,-08.2452,1686755899 U4,-02.0702,1686755899 U4,-04.1232,1686755899 U4,-06.9410,1686755899 U4,-00.3615,1686755899 U4,-07.7811,1686755900 U4,-02.5209,1686755900 U4,-03.1929,1686755900 U4,-07.2482,1686755900 U4,-00.0785,1686755900 U4,-07.1773,1686755900 U4,-03.0124,1686755900 U4,-02.3096,1686755900 U4,-07.4550,1686755900 U4,00.0577,1686755900 U4,-06.4941,1686755900 U4,-03.5293,1686755900 U4,-01.5039,1686755900 U4,-07.5467,1686755900 U4,00.0507,1686755900 U4,-05.7648,1686755900 U4,-04.0517,1686755900 U6,4060 702 25.482 8636693,1686755900 U4,-00.8428,1686755900 U4,-07.6111,1686755900 U4,-00.1899,1686755900 U4,-05.1055,1686755900 U4,-04.6422,1686755900 U4,-00.1409,1686755900 U4,-07.2350,1686755900 U4,-00.0131,1686755900 U4,-03.7325,1686755901 U4,-04.5885,1686755901 U4,00.9103,1686755901 U4,-06.5152,1686755901 U4,00.1067,1686755901 U4,-02.3953,1686755901 U4,-04.5287,1686755901 U4,01.8591,1686755901 U4,-05.5810,1686755901 U4,00.2716,1686755901 U4,-00.8994,1686755901 U4,-04.2627,1686755901 U4,02.8460,1686755901 U4,-04.3450,1686755901 U4,00.4823,1686755901 U4,00.6549,1686755901 U4,-03.9444,1686755901 U6,4060 702 25.483 8636596,1686755901 U4,03.5090,1686755901 U4,-03.3994,1686755901 U4,00.1073,1686755901 U4,01.5129,1686755901 U4,-04.2106,1686755901 U4,03.3840,1686755901 U4,-02.8547,1686755901 U4,-00.5374,1686755901 U4,02.1660,1686755901 U4,-04.3416,1686755902 U4,03.1772,1686755902 U4,-02.2737,1686755902 U4,-01.4202,1686755902 U4,02.4756,1686755902 U4,-04.6949,1686755902 U4,02.5223,1686755902 U4,-01.8029,1686755902 U4,-02.3071,1686755902 U4,02.6990,1686755902 U4,-04.8150,1686755902 U4,01.9176,1686755902 U4,-01.2601,1686755902 U4,-03.0618,1686755902 U4,02.8522,1686755902 U4,-04.7727,1686755902 U6,4060 702 25.483 8636503,1686755902 U4,01.2567,1686755902 U4,-00.6840,1686755902 U4,-03.7046,1686755902 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U4,-00.6787,1686755914 U4,02.5819,1686755914 U4,04.3038,1686755914 U4,-01.5903,1686755914 U4,06.0640,1686755914 U4,00.0188,1686755914 U4,01.9777,1686755914 U4,05.0284,1686755914 U6,4060 702 25.483 8636510,1686755914 U4,-01.6325,1686755914 U4,05.8928,1686755914 U4,00.7420,1686755914 U4,01.3579,1686755914 U4,05.5547,1686755914 U4,-01.6648,1686755914 U4,05.5522,1686755914 U4,01.4537,1686755914 U4,00.8389,1686755915 U4,06.0605,1686755915 U4,-01.4189,1686755915 U4,05.3434,1686755915 U4,02.3651,1686755915 U4,00.5595,1686755915 U4,06.6452,1686755915 U4,-00.9194,1686755915 U4,05.1529,1686755915 U4,03.3203,1686755915 U4,00.2986,1686755915 U4,07.0069,1686755915 U4,-00.4990,1686755915 U4,04.7006,1686755915 U4,04.0747,1686755915 U4,-00.0873,1686755915 U4,07.1549,1686755915 U6,4060 702 25.481 8636961,1686755915 U4,-00.0562,1686755915 U4,04.0780,1686755915 U4,04.7232,1686755915 U4,-00.5012,1686755915 U4,06.9770,1686755915 U4,00.2120,1686755915 U4,03.1188,1686755915 U4,04.9178,1686755915 U4,-01.1594,1686755916 U4,06.5070,1686755916 U4,00.6045,1686755916 U4,02.4555,1686755916 U4,05.6050,1686755916 U4,-01.1430,1686755916 U4,06.3202,1686755916 U4,01.1761,1686755916 U4,01.7028,1686755916 U4,05.9469,1686755916 U4,-01.2936,1686755916 U4,05.8880,1686755916 U4,01.7979,1686755916 U4,01.0570,1686755916 U4,06.2994,1686755916 U4,-01.2439,1686755916 U4,05.4320,1686755916 U6,4060 702 25.475 8637947,1686755916 U4,02.5272,1686755916 U4,00.5083,1686755916 U4,06.6955,1686755916 U4,-00.8791,1686755916 U4,05.0433,1686755916 U4,03.4707,1686755916 U4,00.2247,1686755916 U4,07.0849,1686755916 U4,-00.3395,1686755917 U4,04.6831,1686755917 U4,04.3027,1686755917 U4,-00.0293,1686755917 U4,07.2812,1686755917 U4,00.1625,1686755917 U4,04.1931,1686755917 U4,05.0229,1686755917 U4,-00.2704,1686755917 U4,07.3107,1686755917 U4,00.7280,1686755917 U4,03.6673,1686755917 U4,05.7579,1686755917 U4,-00.3028,1686755917 U4,07.3668,1686755917 U4,01.5058,1686755917 U4,03.1902,1686755917 U6,4060 702 25.472 8638430,1686755917 U4,06.4449,1686755917 U4,-00.3769,1686755917 U4,07.1223,1686755917 U4,02.1456,1686755917 U4,02.6016,1686755917 U4,06.9883,1686755917 U4,-00.2729,1686755917 U4,06.8910,1686755917 U4,02.8903,1686755918 U4,02.0909,1686755918 U4,07.4006,1686755918 U4,-00.1455,1686755918 U4,06.4821,1686755918 U4,03.6465,1686755918 U4,01.5672,1686755918 U4,07.7609,1686755918 U4,00.1644,1686755918 U4,06.0551,1686755918 U4,04.5079,1686755918 U4,01.1931,1686755918 U4,08.0841,1686755918 U4,00.6692,1686755918 U4,05.6124,1686755918...
opts = detectImportOptions('Niskin-Logger-Sample.txt', 'Delimiter',{' '});
opts = setvaropts(opts, 'Var3', 'InputFormat','MM/dd/uuuu'); % Guessing The Date Format
T1 = readtable('Niskin-Logger-Sample.txt', 'Delimiter',{' '});
Warning: The DATETIME data was created using format 'MM/dd/uuuu' but also matched 'dd/MM/uuuu'.
To avoid ambiguity, supply a datetime format using SETVAROPTS, e.g.
opts = setvaropts(opts,varname,'InputFormat','MM/dd/uuuu');
T2 = readtable('Niskin-Logger-Sample.txt', 'HeaderLines',50)
T2 = 8826×4 table
Var1 Var2 Var3 Var4 ______ ______ ____ __________ {'U4'} 5.5718 298 {0×0 char} {'U4'} 5.9434 298 {0×0 char} {'U4'} 4.8241 298 {0×0 char} {'U4'} 4.967 298 {0×0 char} {'U4'} 5.0333 298 {0×0 char} {'U4'} 4.7708 298 {0×0 char} {'U4'} 5.1185 298 {0×0 char} {'U4'} 4.837 298 {0×0 char} {'U4'} 4.9518 298 {0×0 char} {'U4'} 5.0625 298 {0×0 char} {'U4'} 4.7761 298 {0×0 char} {'U4'} 5.1258 298 {0×0 char} {'U4'} 4.8705 298 {0×0 char} {'U4'} 4.9459 298 {0×0 char} {'U4'} 5.0957 298 {0×0 char} {'U4'} 4.7892 298 {0×0 char}
UVar1 = unique(T2.Var1)
UVar1 = 2×1 cell array
{'U4'} {'U6'}
UVar4 = unique(T2.Var4)
UVar4 = 11×1 cell array
{0×0 char } {'1047' } {'1550' } {'1686755880'} {'1686756103'} {'1686756119'} {'1686758524'} {'1686759973'} {'2' } {'803' } {'996' }
.
Mann Baidi
Mann Baidi 2023 年 8 月 10 日
Hi Sydney,
It is unclear what is your end goal, what do you want to do with this data. Can you please elaborate

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Harimurali
Harimurali 2023 年 9 月 6 日
Hi Sydney,
I understand that you want to parse the data in the text file and convert it to a 3-column matrix where the first column contains the time, the second contains the pH, and the third contains the temperature. Since matrices are homogeneous, that is, they can only store data of the same data type I recommend you use the table data structure.
You can convert the text file into the table of your desired requirements by following these steps:
  • Read the text file as a table and set the delimiter to ‘,’ and the variable type to string in the import options before reading the file
  • Delete the row entries with non-empty entries in the fourth column as these may correspond to entries irrelevant to your result. Then delete the last column
  • Delete the rows corresponding to the U4 port that contain values other than the pH value in the sensor_data column
  • Parse the sensor_data for the rows corresponding to the U6 port and obtain the value for the temperature from it
  • Delete the rows with missing values in the second column and the duplicate rows
  • Find the average of all the pH values between temperature entries and create a new table with following:
  • unix_epoch_time in the U6 port row immediately succeeding the averaged pH value
  • averaged pH value
  • the temperature in the U6 port row immediately succeeding the averaged pH value
I have attached the code below. I have made some assumptions while deleting certain entries, calculating the average and creating the required table. You may modify the code according to your specific requirements.
I hope this helps.

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