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Salt dilution
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README
These are two notebooks to evaluated salt dilution discharge
measurements. Used in a glaciology fieldcourse at ETH Zurich.
To get the Julia notebooks running:
- log into the practicum account on a linux machine
- open a terminal and type: cd fieldcourse/surface-hydrology/ + enter,
julia + enter
- once started type using IJulia + enter and notebook() + enter (this
will take a few seconds).
- this should open a file-browser dialog in your internet-browser (if
it doesn't open a browser and navigate to localhost:8888, by
clicking the link). Click on Salt-dilution.ipynb which should open a
new tab. The tab should look like the html-version of the notebook
you looked at so far but is now fully functional, i.e. you can edit
it and exectue code.
Raw
AD281106_example.CSV
We can make this file beautiful and searchable if this error is corrected: No commas found in this CSV file in line 0.
Device;Device serial;ID;Date/Time;Value;Unit;Mode;Value2;Unit2;Mode2;Measurement;Calibration;Additional;Sensor;Sensor serial;User
Multi 3630; 16231200;2;30.08.2016 15:57:11;0.1;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:11;0.1;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:12;0.1;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:13;0.1;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:14;0.1;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:15;0.1;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:16;0.1;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:17;0.1;µS/cm;Cond;22.5;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:18;1.1;µS/cm;Cond;22.5;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:19;3.8;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:20;12.9;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:21;42.5;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:22;331;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:23;331;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:24;331;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:25;331;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:26;331;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:27;331;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:28;330;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:29;330;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:30;330;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:31;330;µS/cm;Cond;22.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:32;330;µS/cm;Cond;22.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:33;330;µS/cm;Cond;22.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:34;330;µS/cm;Cond;22.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:35;330;µS/cm;Cond;22.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:36;330;µS/cm;Cond;22.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:37;331;µS/cm;Cond;22.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:38;342;µS/cm;Cond;22.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:39;353;µS/cm;Cond;22.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:40;361;µS/cm;Cond;22.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:41;362;µS/cm;Cond;22.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:42;363;µS/cm;Cond;22.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:43;370;µS/cm;Cond;22.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:44;378;µS/cm;Cond;22.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:45;391;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:46;394;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:47;400;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:48;404;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:49;407;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:50;410;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:51;414;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:52;417;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:53;418;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:54;421;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:55;428;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:56;434;µS/cm;Cond;23.0;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:57;442;µS/cm;Cond;23.0;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:58;448;µS/cm;Cond;23.0;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:57:59;450;µS/cm;Cond;23.0;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:00;453;µS/cm;Cond;23.0;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:01;435;µS/cm;Cond;23.0;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:02;426;µS/cm;Cond;23.0;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:03;415;µS/cm;Cond;23.0;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:04;411;µS/cm;Cond;23.0;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:05;404;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:06;394;µS/cm;Cond;22.9;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:07;389;µS/cm;Cond;22.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:08;388;µS/cm;Cond;22.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:09;386;µS/cm;Cond;22.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:10;380;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:11;376;µS/cm;Cond;22.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:12;368;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:13;366;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:14;365;µS/cm;Cond;22.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:15;361;µS/cm;Cond;22.5;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:16;358;µS/cm;Cond;22.5;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:17;358;µS/cm;Cond;22.5;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:18;358;µS/cm;Cond;22.4;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:19;355;µS/cm;Cond;22.4;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:20;353;µS/cm;Cond;22.4;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:21;352;µS/cm;Cond;22.3;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:22;348;µS/cm;Cond;22.3;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:23;346;µS/cm;Cond;22.3;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:24;345;µS/cm;Cond;22.2;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:25;344;µS/cm;Cond;22.2;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:26;343;µS/cm;Cond;22.2;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:27;343;µS/cm;Cond;22.2;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:28;341;µS/cm;Cond;22.1;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:29;339;µS/cm;Cond;22.1;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:30;339;µS/cm;Cond;22.1;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:31;338;µS/cm;Cond;22.1;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:32;337;µS/cm;Cond;22.0;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:33;337;µS/cm;Cond;22.0;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:34;337;µS/cm;Cond;22.0;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:35;337;µS/cm;Cond;22.0;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:36;336;µS/cm;Cond;22.0;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:37;336;µS/cm;Cond;21.9;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:38;335;µS/cm;Cond;21.9;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:39;334;µS/cm;Cond;21.9;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:40;334;µS/cm;Cond;21.9;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:41;333;µS/cm;Cond;21.9;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:42;332;µS/cm;Cond;21.9;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:43;332;µS/cm;Cond;21.9;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:44;332;µS/cm;Cond;21.9;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:45;332;µS/cm;Cond;21.9;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:46;332;µS/cm;Cond;21.9;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:47;332;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:48;331;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:49;331;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:50;331;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:51;330;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:52;330;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:53;330;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:54;330;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:55;330;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:56;330;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:57;330;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:58;329;µS/cm;Cond;21.8;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:58:59;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:00;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:01;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:02;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:03;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:04;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:05;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:06;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:07;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:08;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:09;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;2;30.08.2016 15:59:10;329;µS/cm;Cond;21.7;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:06;0.2;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:07;0.2;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:08;0.2;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:09;0.2;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:10;0.2;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:11;0.2;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:12;0.2;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:13;0.2;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:14;3.9;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:15;13.4;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:16;44.2;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:17;330;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:18;329;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:19;329;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:20;329;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:21;329;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:22;329;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:23;329;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:24;342;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:25;366;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:26;386;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:27;405;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:28;418;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:29;420;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:30;428;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:31;452;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:32;470;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:33;486;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:34;491;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:35;497;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:36;508;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:37;516;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:38;522;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:39;529;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:40;574;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:41;578;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:42;580;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:43;587;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:44;592;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:45;604;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:46;618;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:47;626;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:48;635;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:49;650;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:50;662;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:51;678;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:52;693;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:53;706;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:54;723;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:55;729;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:56;730;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:57;735;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:58;734;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:01:59;727;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:00;694;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:01;657;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:02;643;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:03;624;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:04;613;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:05;600;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:06;573;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:07;540;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:08;525;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:09;516;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:10;529;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:11;529;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:12;504;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:13;487;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:14;452;µS/cm;Cond;21.8;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:15;450;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:16;440;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:17;443;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:18;430;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:19;416;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:20;407;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:21;401;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:22;397;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:23;395;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:24;392;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:25;386;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:26;382;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:27;375;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:28;373;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:29;371;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:30;369;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:31;363;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:32;360;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:33;358;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:34;357;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:35;355;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:36;351;µS/cm;Cond;21.7;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:37;347;µS/cm;Cond;21.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:38;347;µS/cm;Cond;21.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:39;348;µS/cm;Cond;21.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:40;347;µS/cm;Cond;21.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:41;345;µS/cm;Cond;21.6;°C;Temp;;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:42;343;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:43;342;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:44;341;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:45;340;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:46;339;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:47;338;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:48;337;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:49;336;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:50;335;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:51;335;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:52;334;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:53;334;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:54;333;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:55;333;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:56;332;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:57;332;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:58;332;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:02:59;332;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:03:00;331;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:03:01;331;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:03:02;331;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:03:03;330;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:03:04;330;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:03:05;329;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
Multi 3630; 16231200;3;30.08.2016 16:03:06;329;µS/cm;Cond;21.6;°C;Temp;AR;;C = 0.475 1/cm Tref25 nLF;TetraCon 925-P; 16201701;
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Salt-dilution-helper-functions.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Helper functions for salt-dilution notebook"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"using LsqFit # a package for least square fitting\n",
"\"\"\"\n",
"Fits a line of best fit through the calibration data going through the origin. \n",
"Returns the function of this line: `f(readout-readout_at_0) -> concentration`.\n",
"\n",
"Also prints the parameters values +/- 95% confidence intervals.\n",
"\n",
"Uses the package LsqFit: https://github.com/JuliaOpt/LsqFit.jl\n",
"\"\"\"\n",
"function fit_calibration(bucketsize, solution, calis...)\n",
" # subtract readout at zero concentration\n",
" for c in calis\n",
" @assert c[1,1]==0 \"First row needs to be zero reading!\"\n",
" c[:,2] = c[:,2]-c[1,2]\n",
" end\n",
" # concatenate all calibrations\n",
" cali = vcat(calis...)\n",
" conc = ml_to_concentration(cali[:,1], solution, bucketsize)\n",
" delta_readout = cali[:,2]\n",
" # Fit line using https://github.com/JuliaOpt/LsqFit.jl\n",
" fn(delta_readout, p) = p[1]*delta_readout # p[1]==a, p[2]==b\n",
" para_weights = [0.5] # equal weights to parameters\n",
" fit = curve_fit(fn, delta_readout, conc, para_weights)\n",
" errors = estimate_errors(fit, 0.95)\n",
" println(\"\"\"\n",
" Estimated linear fit: f(delta_readout) = a*conc with\n",
" a = $(fit.param[1])±$(errors[1])\n",
" \"\"\")\n",
" return (delta_readout) -> fn(delta_readout, fit.param)\n",
"end;"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"using Base.Dates\n",
"\"\"\"\n",
"This function reads a file from the conductivity sensor and\n",
"returns:\n",
"\n",
"- `t` -- the sample times as DateTime objects\n",
"- `readout` -- the conductivity sensor readout\n",
"- `temp` -- temperature (C)\n",
"\n",
"Note, that the input file usually contains several traces. Split them up with \n",
"`split_conductivity_data`.\n",
"\n",
"\"\"\"\n",
"function read_conductivity_data(filename)\n",
" if !isfile(filename)\n",
" error(\"Filename $filename is not a file!\")\n",
" end\n",
" if !startswith(splitdir(filename)[2], \"AD\")\n",
" warn(\"Read in a file starting with `AD`. (The `AC` files use a comma for the decimal point.\")\n",
" end\n",
" # read the data (note that due a processing bug this cannot be displayed):\n",
" data = readdlm(filename, '$', UTF8String, skipstart=1, ignore_invalid_chars=true);\n",
" data = [split(d, ';') for d in data] # split it here to avoid bug\n",
" # time 12.08.2016 13:36:58\n",
" fmt = \"d.m.y H:M:S\"\n",
" t = DateTime[DateTime(d[4], fmt) for d in data]\n",
" # conductivity\n",
" readout = [parse(Float64, d[5]) for d in data]\n",
" # temp\n",
" temp = [parse(Float64, d[8]) for d in data]\n",
" return t, readout, temp\n",
"end\n",
"\n",
"\"\"\"\n",
"Splits up the time series returned by `read_conductivity_data` into individual\n",
"traces. The output is a list of traces:\n",
"\n",
"`traces = [(t1, tstart1, readout1, temp1), (t2, tstart2, readout2, temp2), etc]`\n",
"\n",
"where `t1` is the times in seconds after recoding started, `tstart1` is the date-time of the start\n",
"of the recording, `readout1` is the conductivity readout and `temp1` is the sensor temperature.\n",
"\n",
"Thus to access the times of the second trace do `traces[2][1]`, and to get the corresponding\n",
"sensor readout `traces[2][3]`.\n",
"\"\"\"\n",
"function split_conductivity_data(t, readout, temp, gap=5.0)\n",
" # purge any records which are simultaneous (not sure why this even happens)\n",
" purge = find(diff(t).==Second(0))\n",
" for p in reverse(purge)\n",
" deleteat!(t, p)\n",
" deleteat!(readout,p)\n",
" deleteat!(temp,p)\n",
" end\n",
" # split it up\n",
" splits_at = find(diff(t).>Second(gap))\n",
" push!(splits_at, length(t))\n",
" traces = []\n",
" i = 1\n",
" for sp in splits_at\n",
" tt = convert(Vector{Float64}, (t[i:sp]-t[i])/1000)\n",
" dt = t[i+1]-t[i]\n",
" if !all(diff(t[i:sp]).==dt) \n",
" warn(\"Logging intervals are not evenly spaced!\")\n",
" end\n",
" push!(traces, (tt, t[i], readout[i:sp], temp[i:sp]))\n",
" i = sp+1\n",
" end\n",
" return traces\n",
"end;"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 0.4.6",
"language": "julia",
"name": "julia-0.4"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "0.4.6"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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Salt-dilution.ipynb
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