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@mauro3
Last active September 1, 2016 08:15
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Salt dilution
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.
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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{
"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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