Managing profile procedures¶

With profile procedures you are able to manage observations coming from a chain of sensors positioned in different depths.

How to register a new profile procedure¶

In this example, we are going to configure a buoy system compose by a chain of two sensors positioned respectively at 5 meter and 15 meter of water depth. Each sensor measures the temperature and the pressure with a frequency of 15 minutes.

We can use the standard istSOS web administration interface at http://localhost/istsos/admin/ to start.

Create a new virtual procedure to represent the profile¶

1. First of all we need to know what is the idrometric level of the lake. Since the level of the lake is not constant, we use the idrometric level to have a fixed position of the feature of interest. Such parameter is important because it is used to calculate the depths of the sensors. The idrometric level that we are going to use in this example is: 200 m.

2. Go to the demo instance and click on the button to create a new procedure

3. Fill in the form using the following values to register a virtual procedure that rapresents the profile:

Name: PROFILE_FIGINO

Description: water quality control point of the Lugano lake

System type: virtual

Sensor type: buoy monitoring system

FOI name: FIGINO_200

EPSG: 4326

x,y,z: 8.8938, 45.959, 200

Observed property: urn:ogc:def:parameter:x-istsos:1.0:water:temperature

Unit of measure: °C

Observed property: urn:ogc:def:parameter:x-istsos:1.0:water:pressure

Unit of measure: hPa

Observed property: urn:ogc:def:parameter:x-istsos:1.0:water:depth

Unit of measure: m

3. Register the new BUOY_FIGINO virtual sensor

Finally register the new sensor (procedure) pressing the “submit”

Create a procedure for the first sensor (5 m depth)¶

1. Go to the demo instance and click on the button to create a new procedure

2. Fill in the form using the following values to register an insitu-fixed-point procedure that rapresents the sensor at 5 m depth:

Name: PROBE_05

Description: probe to monitor temperature and pressure

System type: insitu-fixed-point

Sensor type: probe

FOI name: FIGINO_195

EPSG: 4326

x,y,z: 8.8938, 45.959, 195

N.B.: The *z* of the feature of interest correspond to the idrometric level minus the depth at which the sensor is positioned: 200 - 15 = 195

Observed property: urn:ogc:def:parameter:x-istsos:1.0:water:temperature

Unit of measure: °C

Observed property: urn:ogc:def:parameter:x-istsos:1.0:water:pressure

Unit of measure: hPa

3. Register the new PROBE_05 sensor

Finally register the new sensor (procedure) pressing the “submit”

Create a procedure for the second sensor (15 m depth)¶

1. Go to the demo instance and click on the button to create a new procedure

2. Fill in the form using the following values to register an insitu-fixed-point procedure that rapresents the sensor at 15 m depth:

Name: PROBE_15

Description: probe to monitor temperature and pressure

System type: insitu-fixed-point

Sensor type: probe

FOI name: FIGINO_185

EPSG: 4326

x,y,z: 8.8938, 45.959, 185

N.B.: The *z* of the feature of interest correspond to the idrometric level minus the depth at which the sensor is positioned: 200 - 15 = 185

Observed property: urn:ogc:def:parameter:x-istsos:1.0:water:temperature

Unit of measure: °C

Observed property: urn:ogc:def:parameter:x-istsos:1.0:water:pressure

Unit of measure: hPa

3. Register the new PROBE_15 sensor

Finally register the new sensor (procedure) pressing the “submit”

Create a new offering¶

1. Go to the demo instance and click on the button to offering

2. Click on new and fill the form using the following values:

Name: buoy_figino

3. Click on insert and you should see the offering buoy_figino in the table.

4. Click on the tab Offering-Procedure memberships

5. Select the offering buoy_figino on the drop-down list Choose an offering

6. From the Not members section on the right drag and drop on the left section the procedure: PROFILE_FIGINO, PROBE_05 and PROBE_10.

Loading data into procedure PROBE_05 and PROBE_15¶

1. To insert some data you need to make an InsertObservation POST request for each procedure PROBE_05 and PROBE_15. Hereinafter the XML body. Pay attention to change the AssignedSensorId according to the two procedures (PROBE_05, PROBE_15).

<?xml version="1.0" encoding="UTF-8"?>
<sos:InsertObservation
    xmlns:gml="http://www.opengis.net/gml"
    xmlns:om="http://www.opengis.net/om/1.0"
    xmlns:sos="http://www.opengis.net/sos/1.0"
    xmlns:swe="http://www.opengis.net/swe"
    xmlns:xlink="http://www.w3.org/1999/xlink"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    service="SOS"
    version="1.0.0"
>
    <sos:AssignedSensorId>933860a66e6911eaaecb04ea56f974eb</sos:AssignedSensorId>
    <om:Observation>
        <om:procedure xlink:href="urn:ogc:def:procedure:x-istsos:1.0:PROBE_15"/>
        <om:samplingTime>
            <gml:TimePeriod>
                <gml:beginPosition>2020-03-18T00:00:00+00:00</gml:beginPosition>
                <gml:endPosition>2020-03-25T00:00:00+00:00</gml:endPosition>
            </gml:TimePeriod>
        </om:samplingTime>
        <om:observedProperty>
            <swe:CompositePhenomenon dimension="3">
                <swe:component xlink:href="urn:ogc:def:parameter:x-istsos:1.0:time:iso8601"/>
                <swe:component xlink:href="urn:ogc:def:parameter:x-istsos:1.0:water:temperature"/>
                <swe:component xlink:href="urn:ogc:def:parameter:x-istsos:1.0:water:pressure"/>
            </swe:CompositePhenomenon>
        </om:observedProperty>
        <om:featureOfInterest xlink:href="urn:ogc:def:feature:x-istsos:1.0:Point:FIGINO_185"/>
        <om:result>
            <swe:DataArray>
                <swe:elementCount>
                    <swe:value>3</swe:value>
                </swe:elementCount>
                <swe:elementType name="SimpleDataArray">
                    <swe:DataRecord definition="urn:ogc:def:dataType:x-istsos:1.0:timeSeries">
                        <swe:field name="Time">
                            <swe:Time definition="urn:ogc:def:parameter:x-istsos:1.0:time:iso8601"/>
                        </swe:field>
                        <swe:field name="water-temperature">
                            <swe:Quantity definition="urn:ogc:def:parameter:x-istsos:1.0:water:temperature">
                                <swe:uom code="°C"/>
                            </swe:Quantity>
                        </swe:field>
                        <swe:field name="water-pressure">
                            <swe:Quantity definition="urn:ogc:def:parameter:x-istsos:1.0:water:pressure">
                                <swe:uom code="hPa"/>
                            </swe:Quantity>
                        </swe:field>
                    </swe:DataRecord>
                </swe:elementType>
                <swe:encoding>
                    <swe:TextBlock blockSeparator="@" decimalSeparator="." tokenSeparator=","/>
                </swe:encoding>
                <swe:values>
                    2020-03-18T00:00:00+00:00,26.18,955.14@2020-03-18T00:10:00+00:00,14.83,1090.36@2020-03-18T00:20:00+00:00,32.96,1099.31@2020-03-18T00:30:00+00:00,15.79,1087.78@2020-03-18T00:40:00+00:00,28.45,1044.94@2020-03-18T00:50:00+00:00,23.56,1069.12@2020-03-18T01:00:00+00:00,29.1,1000.6@2020-03-18T01:10:00+00:00,10.16,1086.73@2020-03-18T01:20:00+00:00,24.66,976.59@2020-03-18T01:30:00+00:00,19.67,1009.99@2020-03-18T01:40:00+00:00,25.03,980.7@2020-03-18T01:50:00+00:00,18.11,953.3@2020-03-18T02:00:00+00:00,35.04,1045.58@2020-03-18T02:10:00+00:00,20.59,1076.25@2020-03-18T02:20:00+00:00,17.61,1062.4@2020-03-18T02:30:00+00:00,26.08,1051.95@2020-03-18T02:40:00+00:00,15.94,1099.17@2020-03-18T02:50:00+00:00,15.32,950.92@2020-03-18T03:00:00+00:00,17.14,1031.49@2020-03-18T03:10:00+00:00,25.17,1049.09@2020-03-18T03:20:00+00:00,14.6,977.49@2020-03-18T03:30:00+00:00,15.43,961.39@2020-03-18T03:40:00+00:00,15.31,973.43@2020-03-18T03:50:00+00:00,22.72,1047.84@2020-03-18T04:00:00+00:00,32.25,1090.51@2020-03-18T04:10:00+00:00,36.12,1056.84@2020-03-18T04:20:00+00:00,11.6,1036.42@2020-03-18T04:30:00+00:00,27.51,946.73@2020-03-18T04:40:00+00:00,26.84,902.37@2020-03-18T04:50:00+00:00,18.66,976.15@2020-03-18T05:00:00+00:00,30.77,941.93@2020-03-18T05:10:00+00:00,22.51,973.52@2020-03-18T05:20:00+00:00,35.68,950.46@2020-03-18T05:30:00+00:00,36.56,975.94@2020-03-18T05:40:00+00:00,10.08,1034.74@2020-03-18T05:50:00+00:00,19.15,1056.95@2020-03-18T06:00:00+00:00,11.41,934.05@2020-03-18T06:10:00+00:00,29.31,1029.29@2020-03-18T06:20:00+00:00,23.96,1043.03@2020-03-18T06:30:00+00:00,20.48,990.71@2020-03-18T06:40:00+00:00,10.07,1023.0@2020-03-18T06:50:00+00:00,35.48,1041.57@2020-03-18T07:00:00+00:00,14.51,966.29@2020-03-18T07:10:00+00:00,13.47,917.08@2020-03-18T07:20:00+00:00,31.52,1035.53@2020-03-18T07:30:00+00:00,40.0,1073.65@2020-03-18T07:40:00+00:00,14.24,1021.65@2020-03-18T07:50:00+00:00,16.77,925.94@2020-03-18T08:00:00+00:00,25.25,1054.99@2020-03-18T08:10:00+00:00,38.24,922.09@2020-03-18T08:20:00+00:00,34.43,1078.91@2020-03-18T08:30:00+00:00,21.82,930.27@2020-03-18T08:40:00+00:00,21.33,1004.28@2020-03-18T08:50:00+00:00,31.92,1034.03@2020-03-18T09:00:00+00:00,28.11,1012.13@2020-03-18T09:10:00+00:00,24.66,1085.14@2020-03-18T09:20:00+00:00,32.48,977.74@2020-03-18T09:30:00+00:00,12.46,920.72@2020-03-18T09:40:00+00:00,33.61,919.73@2020-03-18T09:50:00+00:00,36.44,1095.81@2020-03-18T10:00:00+00:00,24.65,1022.41@2020-03-18T10:10:00+00:00,25.17,926.33@2020-03-18T10:20:00+00:00,26.4,952.28@2020-03-18T10:30:00+00:00,10.29,1067.34@2020-03-18T10:40:00+00:00,11.7,1051.94@2020-03-18T10:50:00+00:00,31.63,1058.84@2020-03-18T11:00:00+00:00,11.73,956.32@2020-03-18T11:10:00+00:00,15.99,934.92@2020-03-18T11:20:00+00:00,18.03,952.85@2020-03-18T11:30:00+00:00,24.62,1042.86@2020-03-18T11:40:00+00:00,19.7,954.24@2020-03-18T11:50:00+00:00,25.94,1049.68@2020-03-18T12:00:00+00:00,18.57,1025.32@2020-03-18T12:10:00+00:00,29.39,1006.3@2020-03-18T12:20:00+00:00,21.9,1060.05@2020-03-18T12:30:00+00:00,38.16,1008.36@2020-03-18T12:40:00+00:00,17.34,960.49@2020-03-18T12:50:00+00:00,33.1,1068.46@2020-03-18T13:00:00+00:00,11.71,988.18@2020-03-18T13:10:00+00:00,24.78,1092.13@2020-03-18T13:20:00+00:00,26.26,1056.41@2020-03-18T13:30:00+00:00,23.57,1069.12@2020-03-18T13:40:00+00:00,20.33,1033.87@2020-03-18T13:50:00+00:00,24.3,1036.87@2020-03-18T14:00:00+00:00,13.38,909.69@2020-03-18T14:10:00+00:00,26.37,946.26@2020-03-18T14:20:00+00:00,23.32,1066.81@2020-03-18T14:30:00+00:00,34.39,992.48@2020-03-18T14:40:00+00:00,36.35,1083.29@2020-03-18T14:50:00+00:00,16.08,1039.82@2020-03-18T15:00:00+00:00,32.39,1077.93@2020-03-18T15:10:00+00:00,21.64,1094.86@2020-03-18T15:20:00+00:00,21.15,953.43@2020-03-18T15:30:00+00:00,15.96,997.85@2020-03-18T15:40:00+00:00,17.29,966.04@2020-03-18T15:50:00+00:00,16.82,918.19@2020-03-18T16:00:00+00:00,38.19,1059.69@2020-03-18T16:10:00+00:00,32.12,1010.9@2020-03-18T16:20:00+00:00,15.56,905.51@2020-03-18T16:30:00+00:00,15.75,1008.88@2020-03-18T16:40:00+00:00,15.74,1071.83@2020-03-18T16:50:00+00:00,33.99,985.41@2020-03-18T17:00:00+00:00,15.3,900.88@2020-03-18T17:10:00+00:00,22.97,992.13@2020-03-18T17:20:00+00:00,31.43,1022.0@2020-03-18T17:30:00+00:00,15.28,1082.37@2020-03-18T17:40:00+00:00,26.28,964.33@2020-03-18T17:50:00+00:00,36.73,1052.92@2020-03-18T18:00:00+00:00,33.68,1025.33@2020-03-18T18:10:00+00:00,34.04,1090.75@2020-03-18T18:20:00+00:00,12.48,953.15@2020-03-18T18:30:00+00:00,11.85,1070.68@2020-03-18T18:40:00+00:00,16.28,1006.67@2020-03-18T18:50:00+00:00,13.2,915.73@2020-03-18T19:00:00+00:00,24.46,1058.71@2020-03-18T19:10:00+00:00,20.43,914.85@2020-03-18T19:20:00+00:00,27.3,1013.35@2020-03-18T19:30:00+00:00,24.75,1097.56@2020-03-18T19:40:00+00:00,11.63,973.9@2020-03-18T19:50:00+00:00,24.03,995.97@2020-03-18T20:00:00+00:00,29.3,966.9@2020-03-18T20:10:00+00:00,20.78,1074.55@2020-03-18T20:20:00+00:00,29.93,935.58@2020-03-18T20:30:00+00:00,24.74,920.75@2020-03-18T20:40:00+00:00,31.1,992.48@2020-03-18T20:50:00+00:00,35.29,975.25@2020-03-18T21:00:00+00:00,28.65,1098.82@2020-03-18T21:10:00+00:00,20.76,1056.18@2020-03-18T21:20:00+00:00,31.38,1043.44@2020-03-18T21:30:00+00:00,13.8,994.13@2020-03-18T21:40:00+00:00,23.04,1016.48@2020-03-18T21:50:00+00:00,13.28,1013.93@2020-03-18T22:00:00+00:00,29.34,953.84@2020-03-18T22:10:00+00:00,25.45,969.99@2020-03-18T22:20:00+00:00,35.28,905.3@2020-03-18T22:30:00+00:00,27.94,1016.22@2020-03-18T22:40:00+00:00,12.92,939.45@2020-03-18T22:50:00+00:00,37.0,926.47@2020-03-18T23:00:00+00:00,21.24,929.57@2020-03-18T23:10:00+00:00,16.47,1022.5@2020-03-18T23:20:00+00:00,24.81,1070.23@2020-03-18T23:30:00+00:00,32.96,963.05@2020-03-18T23:40:00+00:00,27.2,1036.05@2020-03-18T23:50:00+00:00,22.02,1075.36@2020-03-19T00:00:00+00:00,24.03,963.74@2020-03-19T00:10:00+00:00,19.91,963.06@2020-03-19T00:20:00+00:00,27.02,980.28@2020-03-19T00:30:00+00:00,39.14,931.33@2020-03-19T00:40:00+00:00,24.18,1037.34@2020-03-19T00:50:00+00:00,24.78,906.7@2020-03-19T01:00:00+00:00,26.69,1031.22@2020-03-19T01:10:00+00:00,26.03,1087.06@2020-03-19T01:20:00+00:00,32.54,927.85@2020-03-19T01:30:00+00:00,23.55,972.46@2020-03-19T01:40:00+00:00,11.97,929.65@2020-03-19T01:50:00+00:00,16.11,1044.81@2020-03-19T02:00:00+00:00,14.46,980.06@2020-03-19T02:10:00+00:00,24.5,974.56@2020-03-19T02:20:00+00:00,34.28,1004.18@2020-03-19T02:30:00+00:00,25.85,900.47@2020-03-19T02:40:00+00:00,17.28,980.73@2020-03-19T02:50:00+00:00,11.02,1006.22@2020-03-19T03:00:00+00:00,28.05,948.42@2020-03-19T03:10:00+00:00,37.18,1018.35@2020-03-19T03:20:00+00:00,18.65,968.23@2020-03-19T03:30:00+00:00,26.05,1071.34@2020-03-19T03:40:00+00:00,18.41,1027.76@2020-03-19T03:50:00+00:00,36.49,953.59@2020-03-19T04:00:00+00:00,35.5,988.77@2020-03-19T04:10:00+00:00,25.06,1064.06@2020-03-19T04:20:00+00:00,32.69,1046.86@2020-03-19T04:30:00+00:00,13.93,938.83@2020-03-19T04:40:00+00:00,13.39,942.53@2020-03-19T04:50:00+00:00,27.11,925.06@2020-03-19T05:00:00+00:00,13.08,1005.64@2020-03-19T05:10:00+00:00,11.31,920.94@2020-03-19T05:20:00+00:00,15.58,1017.53@2020-03-19T05:30:00+00:00,37.1,901.26@2020-03-19T05:40:00+00:00,22.66,965.8@2020-03-19T05:50:00+00:00,21.6,992.66@2020-03-19T06:00:00+00:00,34.79,1073.13@2020-03-19T06:10:00+00:00,30.4,1092.67@2020-03-19T06:20:00+00:00,19.76,1084.48@2020-03-19T06:30:00+00:00,34.09,919.18@2020-03-19T06:40:00+00:00,12.05,953.07@2020-03-19T06:50:00+00:00,35.08,925.93@2020-03-19T07:00:00+00:00,39.87,1022.18@2020-03-19T07:10:00+00:00,30.69,1056.71@2020-03-19T07:20:00+00:00,14.25,1086.42@2020-03-19T07:30:00+00:00,34.19,947.14@2020-03-19T07:40:00+00:00,39.82,970.41@2020-03-19T07:50:00+00:00,24.91,1062.71@2020-03-19T08:00:00+00:00,31.88,1081.89@2020-03-19T08:10:00+00:00,10.83,1019.33@2020-03-19T08:20:00+00:00,21.64,1052.48@2020-03-19T08:30:00+00:00,30.96,1042.29@2020-03-19T08:40:00+00:00,19.41,1041.39@2020-03-19T08:50:00+00:00,17.41,1032.23@2020-03-19T09:00:00+00:00,15.78,975.36@2020-03-19T09:10:00+00:00,29.09,1099.49@2020-03-19T09:20:00+00:00,31.77,984.82@2020-03-19T09:30:00+00:00,13.38,980.78@2020-03-19T09:40:00+00:00,34.66,1000.41@2020-03-19T09:50:00+00:00,32.67,1082.67@2020-03-19T10:00:00+00:00,37.49,1067.57@2020-03-19T10:10:00+00:00,24.26,1042.72@2020-03-19T10:20:00+00:00,13.12,963.08@2020-03-19T10:30:00+00:00,32.19,1050.57@2020-03-19T10:40:00+00:00,29.24,1007.91@2020-03-19T10:50:00+00:00,35.99,1026.27@2020-03-19T11:00:00+00:00,32.85,1005.75@2020-03-19T11:10:00+00:00,18.83,910.45@2020-03-19T11:20:00+00:00,21.54,911.31@2020-03-19T11:30:00+00:00,32.19,978.89@2020-03-19T11:40:00+00:00,20.4,977.71@2020-03-19T11:50:00+00:00,34.44,961.05@2020-03-19T12:00:00+00:00,25.42,950.34@2020-03-19T12:10:00+00:00,25.17,1069.22@2020-03-19T12:20:00+00:00,12.27,925.98@2020-03-19T12:30:00+00:00,27.57,1090.77@2020-03-19T12:40:00+00:00,14.13,985.25@2020-03-19T12:50:00+00:00,23.01,1043.64@2020-03-19T13:00:00+00:00,20.45,1063.74@2020-03-19T13:10:00+00:00,37.27,1032.3@2020-03-19T13:20:00+00:00,16.14,1002.99@2020-03-19T13:30:00+00:00,27.72,1007.85@2020-03-19T13:40:00+00:00,17.77,974.98@2020-03-19T13:50:00+00:00,35.78,987.34@2020-03-19T14:00:00+00:00,15.15,1041.09@2020-03-19T14:10:00+00:00,13.38,952.7@2020-03-19T14:20:00+00:00,15.17,1059.6@2020-03-19T14:30:00+00:00,25.98,1091.55@2020-03-19T14:40:00+00:00,28.43,910.9@2020-03-19T14:50:00+00:00,14.9,1017.6@2020-03-19T15:00:00+00:00,18.33,1067.25@2020-03-19T15:10:00+00:00,10.27,935.32@2020-03-19T15:20:00+00:00,32.05,1026.5@2020-03-19T15:30:00+00:00,22.29,1074.11@2020-03-19T15:40:00+00:00,17.45,963.99@2020-03-19T15:50:00+00:00,18.5,1079.98@2020-03-19T16:00:00+00:00,35.06,904.74@2020-03-19T16:10:00+00:00,22.87,976.48@2020-03-19T16:20:00+00:00,22.43,967.03@2020-03-19T16:30:00+00:00,35.02,945.53@2020-03-19T16:40:00+00:00,13.6,1057.95@2020-03-19T16:50:00+00:00,13.07,1036.55@2020-03-19T17:00:00+00:00,15.36,971.38@2020-03-19T17:10:00+00:00,16.14,986.83@2020-03-19T17:20:00+00:00,14.87,932.97@2020-03-19T17:30:00+00:00,27.18,1030.82@2020-03-19T17:40:00+00:00,29.56,1033.86@2020-03-19T17:50:00+00:00,22.28,951.75@2020-03-19T18:00:00+00:00,26.86,905.13@2020-03-19T18:10:00+00:00,22.26,901.87@2020-03-19T18:20:00+00:00,24.93,1046.45@2020-03-19T18:30:00+00:00,29.74,1043.67@2020-03-19T18:40:00+00:00,25.07,934.05@2020-03-19T18:50:00+00:00,20.2,919.72@2020-03-19T19:00:00+00:00,31.76,1026.77@2020-03-19T19:10:00+00:00,22.45,931.64@2020-03-19T19:20:00+00:00,21.67,1044.87@2020-03-19T19:30:00+00:00,10.43,1010.88@2020-03-19T19:40:00+00:00,39.47,908.61@2020-03-19T19:50:00+00:00,21.15,1062.36@2020-03-19T20:00:00+00:00,13.58,986.31@2020-03-19T20:10:00+00:00,34.94,1053.65@2020-03-19T20:20:00+00:00,30.6,940.98@2020-03-19T20:30:00+00:00,33.88,933.5@2020-03-19T20:40:00+00:00,32.45,1009.43@2020-03-19T20:50:00+00:00,13.05,1000.87@2020-03-19T21:00:00+00:00,32.04,987.13@2020-03-19T21:10:00+00:00,35.44,1001.85@2020-03-19T21:20:00+00:00,11.06,952.9@2020-03-19T21:30:00+00:00,10.26,906.16@2020-03-19T21:40:00+00:00,31.48,966.02@2020-03-19T21:50:00+00:00,15.06,1031.85@2020-03-19T22:00:00+00:00,26.4,902.48@2020-03-19T22:10:00+00:00,22.22,924.86@2020-03-19T22:20:00+00:00,28.22,936.01@2020-03-19T22:30:00+00:00,11.23,922.0@2020-03-19T22:40:00+00:00,18.75,921.6@2020-03-19T22:50:00+00:00,10.75,924.59@2020-03-19T23:00:00+00:00,24.83,995.7@2020-03-19T23:10:00+00:00,13.76,1036.47@2020-03-19T23:20:00+00:00,15.98,928.98@2020-03-19T23:30:00+00:00,15.19,1009.0@2020-03-19T23:40:00+00:00,35.19,1005.72@2020-03-19T23:50:00+00:00,14.37,1018.79@2020-03-20T00:00:00+00:00,15.79,935.72@2020-03-20T00:10:00+00:00,38.09,1082.16@2020-03-20T00:20:00+00:00,34.65,1029.79@2020-03-20T00:30:00+00:00,39.24,1035.77@2020-03-20T00:40:00+00:00,32.09,1046.05@2020-03-20T00:50:00+00:00,38.03,940.43@2020-03-20T01:00:00+00:00,12.88,918.76@2020-03-20T01:10:00+00:00,17.7,1070.36@2020-03-20T01:20:00+00:00,29.35,1059.05@2020-03-20T01:30:00+00:00,34.58,934.02@2020-03-20T01:40:00+00:00,33.01,936.82@2020-03-20T01:50:00+00:00,19.5,922.29@2020-03-20T02:00:00+00:00,38.82,1000.49@2020-03-20T02:10:00+00:00,10.51,918.44@2020-03-20T02:20:00+00:00,10.77,1033.74@2020-03-20T02:30:00+00:00,28.54,1091.96@2020-03-20T02:40:00+00:00,31.64,936.29@2020-03-20T02:50:00+00:00,34.15,1011.42@2020-03-20T03:00:00+00:00,36.19,963.05@2020-03-20T03:10:00+00:00,33.87,999.04@2020-03-20T03:20:00+00:00,35.44,995.04@2020-03-20T03:30:00+00:00,24.22,972.79@2020-03-20T03:40:00+00:00,26.58,970.83@2020-03-20T03:50:00+00:00,39.49,1081.15@2020-03-20T04:00:00+00:00,32.31,954.02@2020-03-20T04:10:00+00:00,14.32,953.42@2020-03-20T04:20:00+00:00,16.07,1007.92@2020-03-20T04:30:00+00:00,33.98,963.65@2020-03-20T04:40:00+00:00,22.59,1015.36@2020-03-20T04:50:00+00:00,32.78,984.44@2020-03-20T05:00:00+00:00,19.11,906.33@2020-03-20T05:10:00+00:00,31.52,911.05@2020-03-20T05:20:00+00:00,19.11,971.78@2020-03-20T05:30:00+00:00,32.79,999.08@2020-03-20T05:40:00+00:00,35.36,957.74@2020-03-20T05:50:00+00:00,14.77,1007.85@2020-03-20T06:00:00+00:00,26.87,1056.44@2020-03-20T06:10:00+00:00,32.97,962.24@2020-03-20T06:20:00+00:00,26.88,1032.7@2020-03-20T06:30:00+00:00,34.95,1017.07@2020-03-20T06:40:00+00:00,16.05,961.49@2020-03-20T06:50:00+00:00,15.01,910.59@2020-03-20T07:00:00+00:00,25.79,948.27@2020-03-20T07:10:00+00:00,26.56,999.09@2020-03-20T07:20:00+00:00,11.28,1033.42@2020-03-20T07:30:00+00:00,19.66,1046.18@2020-03-20T07:40:00+00:00,26.69,966.45@2020-03-20T07:50:00+00:00,22.41,901.79@2020-03-20T08:00:00+00:00,18.35,1072.53@2020-03-20T08:10:00+00:00,35.35,908.98@2020-03-20T08:20:00+00:00,16.97,1099.03@2020-03-20T08:30:00+00:00,13.39,1046.56@2020-03-20T08:40:00+00:00,29.98,1045.34@2020-03-20T08:50:00+00:00,30.04,1014.34@2020-03-20T09:00:00+00:00,25.06,943.12@2020-03-20T09:10:00+00:00,18.2,1002.38@2020-03-20T09:20:00+00:00,26.88,957.36@2020-03-20T09:30:00+00:00,30.88,992.9@2020-03-20T09:40:00+00:00,26.46,917.8@2020-03-20T09:50:00+00:00,22.62,939.81@2020-03-20T10:00:00+00:00,24.12,984.78@2020-03-20T10:10:00+00:00,15.23,1005.12@2020-03-20T10:20:00+00:00,37.91,907.77@2020-03-20T10:30:00+00:00,22.38,968.91@2020-03-20T10:40:00+00:00,28.94,980.56@2020-03-20T10:50:00+00:00,31.6,1033.18@2020-03-20T11:00:00+00:00,29.64,1022.06@2020-03-20T11:10:00+00:00,11.74,929.16@2020-03-20T11:20:00+00:00,18.65,1007.16@2020-03-20T11:30:00+00:00,11.46,996.4@2020-03-20T11:40:00+00:00,17.33,1072.45@2020-03-20T11:50:00+00:00,37.4,949.1@2020-03-20T12:00:00+00:00,32.25,990.93@2020-03-20T12:10:00+00:00,32.92,1019.06@2020-03-20T12:20:00+00:00,22.34,926.22@2020-03-20T12:30:00+00:00,36.45,1010.38@2020-03-20T12:40:00+00:00,39.16,970.08@2020-03-20T12:50:00+00:00,36.97,1052.04@2020-03-20T13:00:00+00:00,33.72,1064.55@2020-03-20T13:10:00+00:00,27.53,947.07@2020-03-20T13:20:00+00:00,31.34,1082.03@2020-03-20T13:30:00+00:00,25.86,1055.66@2020-03-20T13:40:00+00:00,21.13,1097.45@2020-03-20T13:50:00+00:00,29.69,942.63@2020-03-20T14:00:00+00:00,39.75,987.62@2020-03-20T14:10:00+00:00,28.47,1007.33@2020-03-20T14:20:00+00:00,26.77,954.53@2020-03-20T14:30:00+00:00,35.39,1020.05@2020-03-20T14:40:00+00:00,34.94,1056.08@2020-03-20T14:50:00+00:00,16.66,1037.58@2020-03-20T15:00:00+00:00,13.22,1058.34@2020-03-20T15:10:00+00:00,39.02,1031.75@2020-03-20T15:20:00+00:00,23.28,972.25@2020-03-20T15:30:00+00:00,33.18,911.47@2020-03-20T15:40:00+00:00,28.79,956.04@2020-03-20T15:50:00+00:00,26.48,1046.0@2020-03-20T16:00:00+00:00,37.89,1044.47@2020-03-20T16:10:00+00:00,26.76,1068.08@2020-03-20T16:20:00+00:00,25.23,922.03@2020-03-20T16:30:00+00:00,24.54,1080.47@2020-03-20T16:40:00+00:00,11.03,965.01@2020-03-20T16:50:00+00:00,34.19,1080.87@2020-03-20T17:00:00+00:00,34.23,1010.13@2020-03-20T17:10:00+00:00,35.85,1028.17@2020-03-20T17:20:00+00:00,24.08,1094.44@2020-03-20T17:30:00+00:00,17.69,942.02@2020-03-20T17:40:00+00:00,36.3,952.78@2020-03-20T17:50:00+00:00,18.98,920.31@2020-03-20T18:00:00+00:00,23.82,1092.88@2020-03-20T18:10:00+00:00,27.13,1035.88@2020-03-20T18:20:00+00:00,13.12,960.39@2020-03-20T18:30:00+00:00,23.88,1045.98@2020-03-20T18:40:00+00:00,36.07,960.56@2020-03-20T18:50:00+00:00,28.64,1066.57@2020-03-20T19:00:00+00:00,27.65,1093.01@2020-03-20T19:10:00+00:00,13.26,1007.95@2020-03-20T19:20:00+00:00,22.62,950.78@2020-03-20T19:30:00+00:00,15.92,1004.12@2020-03-20T19:40:00+00:00,14.28,928.44@2020-03-20T19:50:00+00:00,31.1,921.92@2020-03-20T20:00:00+00:00,11.09,1002.48@2020-03-20T20:10:00+00:00,30.28,910.78@2020-03-20T20:20:00+00:00,14.8,1078.64@2020-03-20T20:30:00+00:00,34.68,972.63@2020-03-20T20:40:00+00:00,37.97,1018.86@2020-03-20T20:50:00+00:00,40.0,996.3@2020-03-20T21:00:00+00:00,20.94,1029.83@2020-03-20T21:10:00+00:00,32.27,949.11@2020-03-20T21:20:00+00:00,28.38,910.09@2020-03-20T21:30:00+00:00,37.81,990.12@2020-03-20T21:40:00+00:00,13.39,917.87@2020-03-20T21:50:00+00:00,11.44,907.6@2020-03-20T22:00:00+00:00,34.88,961.27@2020-03-20T22:10:00+00:00,30.15,1092.58@2020-03-20T22:20:00+00:00,15.39,1078.71@2020-03-20T22:30:00+00:00,13.56,1053.29@2020-03-20T22:40:00+00:00,11.1,903.12@2020-03-20T22:50:00+00:00,10.17,1018.4@2020-03-20T23:00:00+00:00,15.34,961.73@2020-03-20T23:10:00+00:00,33.56,1042.44@2020-03-20T23:20:00+00:00,13.03,993.57@2020-03-20T23:30:00+00:00,19.2,957.66@2020-03-20T23:40:00+00:00,27.61,1091.2@2020-03-20T23:50:00+00:00,20.87,1015.15@2020-03-21T00:00:00+00:00,19.25,1024.42@2020-03-21T00:10:00+00:00,12.46,1015.58@2020-03-21T00:20:00+00:00,20.45,923.3@2020-03-21T00:30:00+00:00,18.53,1049.03@2020-03-21T00:40:00+00:00,36.85,1085.13@2020-03-21T00:50:00+00:00,33.18,973.01@2020-03-21T01:00:00+00:00,37.64,1042.98@2020-03-21T01:10:00+00:00,35.41,930.55@2020-03-21T01:20:00+00:00,24.37,925.61@2020-03-21T01:30:00+00:00,25.28,1033.43@2020-03-21T01:40:00+00:00,29.98,1020.92@2020-03-21T01:50:00+00:00,16.9,993.82@2020-03-21T02:00:00+00:00,29.91,943.24@2020-03-21T02:10:00+00:00,16.42,1069.09@2020-03-21T02:20:00+00:00,37.46,974.86@2020-03-21T02:30:00+00:00,39.48,982.69@2020-03-21T02:40:00+00:00,35.4,1092.65@2020-03-21T02:50:00+00:00,16.57,1025.59@2020-03-21T03:00:00+00:00,38.91,1069.35@2020-03-21T03:10:00+00:00,33.79,1079.65@2020-03-21T03:20:00+00:00,32.74,1099.69@2020-03-21T03:30:00+00:00,29.53,966.75@2020-03-21T03:40:00+00:00,18.9,965.42@2020-03-21T03:50:00+00:00,18.29,933.04@2020-03-21T04:00:00+00:00,35.67,1042.92@2020-03-21T04:10:00+00:00,31.57,946.1@2020-03-21T04:20:00+00:00,23.06,1016.46@2020-03-21T04:30:00+00:00,15.13,939.49@2020-03-21T04:40:00+00:00,32.4,987.25@2020-03-21T04:50:00+00:00,26.78,1014.4@2020-03-21T05:00:00+00:00,13.1,935.06@2020-03-21T05:10:00+00:00,21.87,976.07@2020-03-21T05:20:00+00:00,29.61,1029.61@2020-03-21T05:30:00+00:00,30.05,911.67@2020-03-21T05:40:00+00:00,38.72,952.48@2020-03-21T05:50:00+00:00,20.74,994.87@2020-03-21T06:00:00+00:00,10.41,1091.58@2020-03-21T06:10:00+00:00,14.11,974.15@2020-03-21T06:20:00+00:00,11.85,1087.14@2020-03-21T06:30:00+00:00,23.42,938.88@2020-03-21T06:40:00+00:00,22.69,939.68@2020-03-21T06:50:00+00:00,31.98,987.47@2020-03-21T07:00:00+00:00,28.7,1067.99@2020-03-21T07:10:00+00:00,35.03,1032.56@2020-03-21T07:20:00+00:00,20.36,973.8@2020-03-21T07:30:00+00:00,14.64,963.88@2020-03-21T07:40:00+00:00,34.28,1058.31@2020-03-21T07:50:00+00:00,22.11,1031.27@2020-03-21T08:00:00+00:00,21.57,905.75@2020-03-21T08:10:00+00:00,34.66,928.39@2020-03-21T08:20:00+00:00,16.09,955.43@2020-03-21T08:30:00+00:00,14.25,1092.52@2020-03-21T08:40:00+00:00,32.28,931.23@2020-03-21T08:50:00+00:00,30.04,1008.29@2020-03-21T09:00:00+00:00,16.62,965.25@2020-03-21T09:10:00+00:00,25.31,971.25@2020-03-21T09:20:00+00:00,17.18,903.64@2020-03-21T09:30:00+00:00,12.12,971.25@2020-03-21T09:40:00+00:00,32.84,991.39@2020-03-21T09:50:00+00:00,13.06,974.86@2020-03-21T10:00:00+00:00,12.73,1071.17@2020-03-21T10:10:00+00:00,16.46,957.23@2020-03-21T10:20:00+00:00,31.19,1020.3@2020-03-21T10:30:00+00:00,33.88,969.52@2020-03-21T10:40:00+00:00,15.26,982.0@2020-03-21T10:50:00+00:00,10.09,982.75@2020-03-21T11:00:00+00:00,25.55,1097.43@2020-03-21T11:10:00+00:00,23.92,991.62@2020-03-21T11:20:00+00:00,28.54,984.37@2020-03-21T11:30:00+00:00,34.14,1084.07@2020-03-21T11:40:00+00:00,17.35,945.36@2020-03-21T11:50:00+00:00,39.83,1016.02@2020-03-21T12:00:00+00:00,26.37,1092.34@2020-03-21T12:10:00+00:00,38.64,1032.23@2020-03-21T12:20:00+00:00,25.33,951.27@2020-03-21T12:30:00+00:00,28.26,944.03@2020-03-21T12:40:00+00:00,29.11,1072.54@2020-03-21T12:50:00+00:00,30.23,966.47@2020-03-21T13:00:00+00:00,37.44,958.42@2020-03-21T13:10:00+00:00,38.11,946.83@2020-03-21T13:20:00+00:00,34.55,908.46@2020-03-21T13:30:00+00:00,12.15,966.05@2020-03-21T13:40:00+00:00,22.83,904.9@2020-03-21T13:50:00+00:00,14.11,927.07@2020-03-21T14:00:00+00:00,32.47,1016.76@2020-03-21T14:10:00+00:00,15.67,987.17@2020-03-21T14:20:00+00:00,27.55,941.97@2020-03-21T14:30:00+00:00,19.64,904.17@2020-03-21T14:40:00+00:00,39.81,1056.0@2020-03-21T14:50:00+00:00,21.25,1028.97@2020-03-21T15:00:00+00:00,33.92,1078.87@2020-03-21T15:10:00+00:00,11.57,1074.73@2020-03-21T15:20:00+00:00,33.56,1012.29@2020-03-21T15:30:00+00:00,37.59,916.18@2020-03-21T15:40:00+00:00,18.08,975.91@2020-03-21T15:50:00+00:00,14.29,1094.71@2020-03-21T16:00:00+00:00,32.67,1082.99@2020-03-21T16:10:00+00:00,34.59,1093.4@2020-03-21T16:20:00+00:00,35.64,955.01@2020-03-21T16:30:00+00:00,10.41,1007.75@2020-03-21T16:40:00+00:00,39.2,1090.79@2020-03-21T16:50:00+00:00,35.61,1030.2@2020-03-21T17:00:00+00:00,32.84,928.71@2020-03-21T17:10:00+00:00,15.51,1066.33@2020-03-21T17:20:00+00:00,14.83,902.22@2020-03-21T17:30:00+00:00,13.3,977.41@2020-03-21T17:40:00+00:00,11.12,963.4@2020-03-21T17:50:00+00:00,22.37,956.78@2020-03-21T18:00:00+00:00,15.45,1074.62@2020-03-21T18:10:00+00:00,20.31,1033.08@2020-03-21T18:20:00+00:00,39.12,905.86@2020-03-21T18:30:00+00:00,17.75,985.24@2020-03-21T18:40:00+00:00,19.19,983.37@2020-03-21T18:50:00+00:00,39.85,918.21@2020-03-21T19:00:00+00:00,26.89,964.83@2020-03-21T19:10:00+00:00,24.94,1082.29@2020-03-21T19:20:00+00:00,27.3,1052.33@2020-03-21T19:30:00+00:00,24.0,1051.26@2020-03-21T19:40:00+00:00,38.05,977.67@2020-03-21T19:50:00+00:00,39.86,964.55@2020-03-21T20:00:00+00:00,12.26,946.35@2020-03-21T20:10:00+00:00,25.78,986.0@2020-03-21T20:20:00+00:00,19.52,1047.05@2020-03-21T20:30:00+00:00,34.87,1045.6@2020-03-21T20:40:00+00:00,25.85,1075.16@2020-03-21T20:50:00+00:00,11.76,1046.09@2020-03-21T21:00:00+00:00,27.28,1076.07@2020-03-21T21:10:00+00:00,17.99,1069.12@2020-03-21T21:20:00+00:00,38.47,1004.69@2020-03-21T21:30:00+00:00,10.34,996.45@2020-03-21T21:40:00+00:00,36.52,1058.35@2020-03-21T21:50:00+00:00,22.94,942.85@2020-03-21T22:00:00+00:00,38.65,980.36@2020-03-21T22:10:00+00:00,11.99,1074.79@2020-03-21T22:20:00+00:00,12.68,1075.49@2020-03-21T22:30:00+00:00,14.75,994.2@2020-03-21T22:40:00+00:00,14.56,916.54@2020-03-21T22:50:00+00:00,21.99,941.73@2020-03-21T23:00:00+00:00,22.71,1030.25@2020-03-21T23:10:00+00:00,27.72,922.17@2020-03-21T23:20:00+00:00,31.4,1001.75@2020-03-21T23:30:00+00:00,15.66,1000.91@2020-03-21T23:40:00+00:00,28.65,961.86@2020-03-21T23:50:00+00:00,38.86,1035.63@2020-03-22T00:00:00+00:00,21.53,1045.61@2020-03-22T00:10:00+00:00,16.29,953.47@2020-03-22T00:20:00+00:00,20.7,1027.78@2020-03-22T00:30:00+00:00,16.03,917.45@2020-03-22T00:40:00+00:00,16.6,984.12@2020-03-22T00:50:00+00:00,36.33,920.4@2020-03-22T01:00:00+00:00,22.4,1063.54@2020-03-22T01:10:00+00:00,23.56,948.35@2020-03-22T01:20:00+00:00,32.89,959.0@2020-03-22T01:30:00+00:00,31.45,1070.69@2020-03-22T01:40:00+00:00,19.3,1037.24@2020-03-22T01:50:00+00:00,25.7,981.24@2020-03-22T02:00:00+00:00,10.01,994.8@2020-03-22T02:10:00+00:00,39.58,963.54@2020-03-22T02:20:00+00:00,19.65,1072.69@2020-03-22T02:30:00+00:00,38.37,1043.12@2020-03-22T02:40:00+00:00,14.48,1070.62@2020-03-22T02:50:00+00:00,24.2,940.87@2020-03-22T03:00:00+00:00,22.13,1017.73@2020-03-22T03:10:00+00:00,17.5,971.55@2020-03-22T03:20:00+00:00,36.65,902.34@2020-03-22T03:30:00+00:00,26.47,975.39@2020-03-22T03:40:00+00:00,31.93,1051.9@2020-03-22T03:50:00+00:00,22.16,1081.94@2020-03-22T04:00:00+00:00,25.29,1004.33@2020-03-22T04:10:00+00:00,24.52,982.29@2020-03-22T04:20:00+00:00,33.75,1047.62@2020-03-22T04:30:00+00:00,32.08,1037.42@2020-03-22T04:40:00+00:00,16.36,1066.0@2020-03-22T04:50:00+00:00,18.18,994.18@2020-03-22T05:00:00+00:00,23.64,950.21@2020-03-22T05:10:00+00:00,36.5,1047.92@2020-03-22T05:20:00+00:00,26.5,911.86@2020-03-22T05:30:00+00:00,15.87,905.25@2020-03-22T05:40:00+00:00,32.98,970.29@2020-03-22T05:50:00+00:00,24.2,1044.98@2020-03-22T06:00:00+00:00,27.13,1062.08@2020-03-22T06:10:00+00:00,25.56,958.73@2020-03-22T06:20:00+00:00,31.61,1055.04@2020-03-22T06:30:00+00:00,37.69,994.33@2020-03-22T06:40:00+00:00,10.14,1008.75@2020-03-22T06:50:00+00:00,14.22,1077.91@2020-03-22T07:00:00+00:00,35.45,996.67@2020-03-22T07:10:00+00:00,34.18,1004.83@2020-03-22T07:20:00+00:00,11.38,1099.37@2020-03-22T07:30:00+00:00,35.56,1028.87@2020-03-22T07:40:00+00:00,18.83,1084.54@2020-03-22T07:50:00+00:00,24.37,993.28@2020-03-22T08:00:00+00:00,34.84,965.01@2020-03-22T08:10:00+00:00,18.18,1033.93@2020-03-22T08:20:00+00:00,15.35,993.71@2020-03-22T08:30:00+00:00,18.58,989.08@2020-03-22T08:40:00+00:00,16.45,941.61@2020-03-22T08:50:00+00:00,38.98,1019.62@2020-03-22T09:00:00+00:00,23.68,925.65@2020-03-22T09:10:00+00:00,37.38,972.94@2020-03-22T09:20:00+00:00,24.14,1028.72@2020-03-22T09:30:00+00:00,36.1,1079.99@2020-03-22T09:40:00+00:00,18.58,966.2@2020-03-22T09:50:00+00:00,22.85,968.08@2020-03-22T10:00:00+00:00,15.43,907.56@2020-03-22T10:10:00+00:00,34.2,954.99@2020-03-22T10:20:00+00:00,30.18,943.43@2020-03-22T10:30:00+00:00,21.28,1056.04@2020-03-22T10:40:00+00:00,19.63,910.83@2020-03-22T10:50:00+00:00,10.56,1070.39@2020-03-22T11:00:00+00:00,26.34,1036.0@2020-03-22T11:10:00+00:00,33.72,925.99@2020-03-22T11:20:00+00:00,23.45,902.15@2020-03-22T11:30:00+00:00,28.83,985.95@2020-03-22T11:40:00+00:00,39.81,972.13@2020-03-22T11:50:00+00:00,11.29,1027.24@2020-03-22T12:00:00+00:00,20.25,1072.88@2020-03-22T12:10:00+00:00,17.72,1074.44@2020-03-22T12:20:00+00:00,22.67,916.6@2020-03-22T12:30:00+00:00,23.48,1066.23@2020-03-22T12:40:00+00:00,38.49,1028.64@2020-03-22T12:50:00+00:00,13.74,1015.66@2020-03-22T13:00:00+00:00,39.63,1006.11@2020-03-22T13:10:00+00:00,34.38,1074.4@2020-03-22T13:20:00+00:00,25.72,992.36@2020-03-22T13:30:00+00:00,23.27,922.67@2020-03-22T13:40:00+00:00,20.6,1040.04@2020-03-22T13:50:00+00:00,24.74,985.5@2020-03-22T14:00:00+00:00,33.03,952.63@2020-03-22T14:10:00+00:00,22.09,1043.93@2020-03-22T14:20:00+00:00,20.46,988.91@2020-03-22T14:30:00+00:00,18.29,1076.42@2020-03-22T14:40:00+00:00,39.58,1097.05@2020-03-22T14:50:00+00:00,11.16,994.95@2020-03-22T15:00:00+00:00,28.06,1084.96@2020-03-22T15:10:00+00:00,21.38,977.34@2020-03-22T15:20:00+00:00,12.08,1020.66@2020-03-22T15:30:00+00:00,16.53,975.23@2020-03-22T15:40:00+00:00,32.82,944.8@2020-03-22T15:50:00+00:00,28.5,1032.32@2020-03-22T16:00:00+00:00,11.69,1080.01@2020-03-22T16:10:00+00:00,28.24,955.2@2020-03-22T16:20:00+00:00,12.23,1044.48@2020-03-22T16:30:00+00:00,21.1,991.07@2020-03-22T16:40:00+00:00,24.52,975.75@2020-03-22T16:50:00+00:00,15.23,1019.17@2020-03-22T17:00:00+00:00,33.98,969.09@2020-03-22T17:10:00+00:00,27.58,975.51@2020-03-22T17:20:00+00:00,15.93,942.55@2020-03-22T17:30:00+00:00,25.36,919.79@2020-03-22T17:40:00+00:00,22.69,1028.05@2020-03-22T17:50:00+00:00,37.11,914.83@2020-03-22T18:00:00+00:00,27.04,1005.4@2020-03-22T18:10:00+00:00,20.6,1003.63@2020-03-22T18:20:00+00:00,12.29,934.35@2020-03-22T18:30:00+00:00,25.51,1001.64@2020-03-22T18:40:00+00:00,33.26,987.97@2020-03-22T18:50:00+00:00,20.77,930.39@2020-03-22T19:00:00+00:00,34.39,1081.19@2020-03-22T19:10:00+00:00,33.42,1091.36@2020-03-22T19:20:00+00:00,27.8,1085.66@2020-03-22T19:30:00+00:00,12.07,971.0@2020-03-22T19:40:00+00:00,18.28,1020.95@2020-03-22T19:50:00+00:00,21.06,925.55@2020-03-22T20:00:00+00:00,12.19,1047.79@2020-03-22T20:10:00+00:00,23.19,964.43@2020-03-22T20:20:00+00:00,12.33,1007.07@2020-03-22T20:30:00+00:00,31.08,927.1@2020-03-22T20:40:00+00:00,25.04,1037.24@2020-03-22T20:50:00+00:00,12.02,1039.29@2020-03-22T21:00:00+00:00,38.92,1092.54@2020-03-22T21:10:00+00:00,29.03,955.68@2020-03-22T21:20:00+00:00,14.47,916.74@2020-03-22T21:30:00+00:00,31.37,1051.88@2020-03-22T21:40:00+00:00,19.75,1039.93@2020-03-22T21:50:00+00:00,22.54,921.22@2020-03-22T22:00:00+00:00,33.57,1025.72@2020-03-22T22:10:00+00:00,24.91,970.57@2020-03-22T22:20:00+00:00,24.71,919.35@2020-03-22T22:30:00+00:00,10.34,918.44@2020-03-22T22:40:00+00:00,24.14,932.57@2020-03-22T22:50:00+00:00,11.69,947.17@2020-03-22T23:00:00+00:00,18.59,949.81@2020-03-22T23:10:00+00:00,22.56,980.09@2020-03-22T23:20:00+00:00,35.69,973.5@2020-03-22T23:30:00+00:00,10.38,987.45@2020-03-22T23:40:00+00:00,36.0,961.38@2020-03-22T23:50:00+00:00,22.38,1091.15@2020-03-23T00:00:00+00:00,31.68,1057.9@2020-03-23T00:10:00+00:00,37.47,1042.09@2020-03-23T00:20:00+00:00,26.11,1088.24@2020-03-23T00:30:00+00:00,39.71,1092.4@2020-03-23T00:40:00+00:00,39.86,1038.13@2020-03-23T00:50:00+00:00,13.81,960.83@2020-03-23T01:00:00+00:00,11.37,928.67@2020-03-23T01:10:00+00:00,30.82,955.52@2020-03-23T01:20:00+00:00,19.39,941.53@2020-03-23T01:30:00+00:00,30.35,980.04@2020-03-23T01:40:00+00:00,13.12,956.09@2020-03-23T01:50:00+00:00,13.07,923.37@2020-03-23T02:00:00+00:00,13.22,911.54@2020-03-23T02:10:00+00:00,36.63,918.47@2020-03-23T02:20:00+00:00,15.89,1032.76@2020-03-23T02:30:00+00:00,27.89,994.39@2020-03-23T02:40:00+00:00,35.17,940.66@2020-03-23T02:50:00+00:00,30.63,949.19@2020-03-23T03:00:00+00:00,11.39,906.43@2020-03-23T03:10:00+00:00,30.44,1084.34@2020-03-23T03:20:00+00:00,33.12,1027.08@2020-03-23T03:30:00+00:00,11.02,913.0@2020-03-23T03:40:00+00:00,33.59,1083.61@2020-03-23T03:50:00+00:00,19.36,1086.95@2020-03-23T04:00:00+00:00,17.64,929.13@2020-03-23T04:10:00+00:00,18.41,920.32@2020-03-23T04:20:00+00:00,33.68,922.84@2020-03-23T04:30:00+00:00,17.17,915.31@2020-03-23T04:40:00+00:00,35.3,911.46@2020-03-23T04:50:00+00:00,38.88,994.88@2020-03-23T05:00:00+00:00,24.04,1077.44@2020-03-23T05:10:00+00:00,31.54,1060.7@2020-03-23T05:20:00+00:00,39.65,1079.95@2020-03-23T05:30:00+00:00,18.37,1021.8@2020-03-23T05:40:00+00:00,10.05,1092.14@2020-03-23T05:50:00+00:00,10.03,982.01@2020-03-23T06:00:00+00:00,24.81,958.16@2020-03-23T06:10:00+00:00,26.36,937.99@2020-03-23T06:20:00+00:00,30.58,923.86@2020-03-23T06:30:00+00:00,23.35,926.62@2020-03-23T06:40:00+00:00,23.37,1049.52@2020-03-23T06:50:00+00:00,13.72,991.34@2020-03-23T07:00:00+00:00,17.61,1032.86@2020-03-23T07:10:00+00:00,34.35,966.21@2020-03-23T07:20:00+00:00,23.08,1008.51@2020-03-23T07:30:00+00:00,27.33,963.37@2020-03-23T07:40:00+00:00,12.15,977.91@2020-03-23T07:50:00+00:00,11.01,933.97@2020-03-23T08:00:00+00:00,33.89,1085.07@2020-03-23T08:10:00+00:00,35.48,992.64@2020-03-23T08:20:00+00:00,29.14,930.42@2020-03-23T08:30:00+00:00,39.23,1013.08@2020-03-23T08:40:00+00:00,34.71,1017.83@2020-03-23T08:50:00+00:00,14.74,1031.17@2020-03-23T09:00:00+00:00,16.01,1098.94@2020-03-23T09:10:00+00:00,33.47,970.59@2020-03-23T09:20:00+00:00,13.67,949.02@2020-03-23T09:30:00+00:00,14.63,978.53@2020-03-23T09:40:00+00:00,12.72,1053.84@2020-03-23T09:50:00+00:00,10.79,1056.89@2020-03-23T10:00:00+00:00,16.26,986.0@2020-03-23T10:10:00+00:00,18.68,1042.2@2020-03-23T10:20:00+00:00,12.09,928.63@2020-03-23T10:30:00+00:00,24.26,940.35@2020-03-23T10:40:00+00:00,13.29,977.96@2020-03-23T10:50:00+00:00,31.36,945.57@2020-03-23T11:00:00+00:00,17.84,910.53@2020-03-23T11:10:00+00:00,27.29,1088.83@2020-03-23T11:20:00+00:00,37.44,1051.32@2020-03-23T11:30:00+00:00,23.74,1009.57@2020-03-23T11:40:00+00:00,31.84,903.13@2020-03-23T11:50:00+00:00,28.6,979.32@2020-03-23T12:00:00+00:00,20.91,959.49@2020-03-23T12:10:00+00:00,17.67,934.38@2020-03-23T12:20:00+00:00,19.1,983.22@2020-03-23T12:30:00+00:00,26.99,1078.25@2020-03-23T12:40:00+00:00,19.49,977.84@2020-03-23T12:50:00+00:00,14.27,905.07@2020-03-23T13:00:00+00:00,39.91,982.74@2020-03-23T13:10:00+00:00,30.4,939.95@2020-03-23T13:20:00+00:00,14.62,1078.37@2020-03-23T13:30:00+00:00,38.22,1022.07@2020-03-23T13:40:00+00:00,12.36,1066.28@2020-03-23T13:50:00+00:00,36.56,1022.22@2020-03-23T14:00:00+00:00,27.64,917.31@2020-03-23T14:10:00+00:00,39.71,1088.25@2020-03-23T14:20:00+00:00,17.06,999.63@2020-03-23T14:30:00+00:00,15.44,923.1@2020-03-23T14:40:00+00:00,39.33,1076.43@2020-03-23T14:50:00+00:00,33.42,954.32@2020-03-23T15:00:00+00:00,15.09,1073.2@2020-03-23T15:10:00+00:00,32.38,1070.73@2020-03-23T15:20:00+00:00,34.43,994.83@2020-03-23T15:30:00+00:00,36.45,1085.7@2020-03-23T15:40:00+00:00,39.09,1049.83@2020-03-23T15:50:00+00:00,32.67,1006.5@2020-03-23T16:00:00+00:00,27.01,924.23@2020-03-23T16:10:00+00:00,27.47,1055.61@2020-03-23T16:20:00+00:00,22.13,959.04@2020-03-23T16:30:00+00:00,16.7,933.29@2020-03-23T16:40:00+00:00,28.14,1064.0@2020-03-23T16:50:00+00:00,28.24,967.15@2020-03-23T17:00:00+00:00,21.34,958.2@2020-03-23T17:10:00+00:00,17.66,996.8@2020-03-23T17:20:00+00:00,32.94,975.14@2020-03-23T17:30:00+00:00,33.94,1072.08@2020-03-23T17:40:00+00:00,11.53,1096.86@2020-03-23T17:50:00+00:00,17.68,966.05@2020-03-23T18:00:00+00:00,11.14,920.22@2020-03-23T18:10:00+00:00,12.98,975.88@2020-03-23T18:20:00+00:00,17.96,972.89@2020-03-23T18:30:00+00:00,31.12,1037.57@2020-03-23T18:40:00+00:00,21.6,1090.86@2020-03-23T18:50:00+00:00,12.43,944.98@2020-03-23T19:00:00+00:00,11.17,955.41@2020-03-23T19:10:00+00:00,17.8,954.8@2020-03-23T19:20:00+00:00,13.85,1032.48@2020-03-23T19:30:00+00:00,11.43,1091.45@2020-03-23T19:40:00+00:00,15.35,950.5@2020-03-23T19:50:00+00:00,23.17,1074.44@2020-03-23T20:00:00+00:00,28.75,1073.41@2020-03-23T20:10:00+00:00,34.03,1018.74@2020-03-23T20:20:00+00:00,19.36,956.65@2020-03-23T20:30:00+00:00,36.14,992.94@2020-03-23T20:40:00+00:00,18.44,973.77@2020-03-23T20:50:00+00:00,19.18,937.46@2020-03-23T21:00:00+00:00,33.26,931.54@2020-03-23T21:10:00+00:00,13.98,1014.0@2020-03-23T21:20:00+00:00,22.88,1042.33@2020-03-23T21:30:00+00:00,30.32,985.64@2020-03-23T21:40:00+00:00,34.41,1046.51@2020-03-23T21:50:00+00:00,23.93,1030.57@2020-03-23T22:00:00+00:00,24.33,965.85@2020-03-23T22:10:00+00:00,35.37,1076.46@2020-03-23T22:20:00+00:00,20.82,903.95@2020-03-23T22:30:00+00:00,17.89,965.58@2020-03-23T22:40:00+00:00,14.74,1005.25@2020-03-23T22:50:00+00:00,29.27,1017.83@2020-03-23T23:00:00+00:00,19.56,1030.32@2020-03-23T23:10:00+00:00,24.98,1007.19@2020-03-23T23:20:00+00:00,29.31,1016.53@2020-03-23T23:30:00+00:00,18.32,976.63@2020-03-23T23:40:00+00:00,29.21,1079.94@2020-03-23T23:50:00+00:00,37.29,947.44@2020-03-24T00:00:00+00:00,27.36,1060.84@2020-03-24T00:10:00+00:00,25.13,900.49@2020-03-24T00:20:00+00:00,25.23,1048.92@2020-03-24T00:30:00+00:00,25.98,1011.29@2020-03-24T00:40:00+00:00,26.51,1070.04@2020-03-24T00:50:00+00:00,37.79,1035.27@2020-03-24T01:00:00+00:00,30.38,1083.98@2020-03-24T01:10:00+00:00,27.54,1072.77@2020-03-24T01:20:00+00:00,27.39,912.82@2020-03-24T01:30:00+00:00,16.32,1087.19@2020-03-24T01:40:00+00:00,33.45,1021.97@2020-03-24T01:50:00+00:00,27.24,1037.73@2020-03-24T02:00:00+00:00,37.25,1018.6@2020-03-24T02:10:00+00:00,11.68,1032.68@2020-03-24T02:20:00+00:00,38.0,995.24@2020-03-24T02:30:00+00:00,22.2,1091.95@2020-03-24T02:40:00+00:00,23.75,915.75@2020-03-24T02:50:00+00:00,39.42,976.24@2020-03-24T03:00:00+00:00,29.17,1051.83@2020-03-24T03:10:00+00:00,14.1,1069.78@2020-03-24T03:20:00+00:00,24.56,950.08@2020-03-24T03:30:00+00:00,22.08,1043.19@2020-03-24T03:40:00+00:00,21.82,1051.74@2020-03-24T03:50:00+00:00,33.85,949.95@2020-03-24T04:00:00+00:00,26.83,923.34@2020-03-24T04:10:00+00:00,10.99,1077.32@2020-03-24T04:20:00+00:00,36.04,910.31@2020-03-24T04:30:00+00:00,39.78,926.65@2020-03-24T04:40:00+00:00,30.93,933.03@2020-03-24T04:50:00+00:00,13.32,987.81@2020-03-24T05:00:00+00:00,19.73,965.49@2020-03-24T05:10:00+00:00,29.4,1080.07@2020-03-24T05:20:00+00:00,29.18,1026.96@2020-03-24T05:30:00+00:00,15.08,1084.9@2020-03-24T05:40:00+00:00,13.16,1000.26@2020-03-24T05:50:00+00:00,11.22,1082.67@2020-03-24T06:00:00+00:00,22.54,1089.36@2020-03-24T06:10:00+00:00,10.7,1060.05@2020-03-24T06:20:00+00:00,22.5,1093.66@2020-03-24T06:30:00+00:00,32.74,1039.5@2020-03-24T06:40:00+00:00,38.05,1069.64@2020-03-24T06:50:00+00:00,16.62,1034.76@2020-03-24T07:00:00+00:00,37.73,936.21@2020-03-24T07:10:00+00:00,25.08,992.97@2020-03-24T07:20:00+00:00,24.37,915.31@2020-03-24T07:30:00+00:00,23.75,1091.44@2020-03-24T07:40:00+00:00,34.57,1021.27@2020-03-24T07:50:00+00:00,29.86,1027.16@2020-03-24T08:00:00+00:00,17.14,1028.48@2020-03-24T08:10:00+00:00,34.67,970.01@2020-03-24T08:20:00+00:00,38.69,994.11@2020-03-24T08:30:00+00:00,32.0,1009.48@2020-03-24T08:40:00+00:00,19.53,1028.34@2020-03-24T08:50:00+00:00,12.33,1034.11@2020-03-24T09:00:00+00:00,15.1,926.34@2020-03-24T09:10:00+00:00,14.34,1095.83@2020-03-24T09:20:00+00:00,31.51,1045.01@2020-03-24T09:30:00+00:00,16.57,997.07@2020-03-24T09:40:00+00:00,26.28,962.04@2020-03-24T09:50:00+00:00,34.36,993.39@2020-03-24T10:00:00+00:00,30.61,970.19@2020-03-24T10:10:00+00:00,19.26,1037.35@2020-03-24T10:20:00+00:00,15.67,1017.39@2020-03-24T10:30:00+00:00,23.84,984.65@2020-03-24T10:40:00+00:00,36.54,1057.04@2020-03-24T10:50:00+00:00,16.98,1002.1@2020-03-24T11:00:00+00:00,17.8,1076.24@2020-03-24T11:10:00+00:00,34.88,971.55@2020-03-24T11:20:00+00:00,26.13,956.95@2020-03-24T11:30:00+00:00,21.44,948.09@2020-03-24T11:40:00+00:00,25.1,999.2@2020-03-24T11:50:00+00:00,35.65,943.01@2020-03-24T12:00:00+00:00,11.21,944.25@2020-03-24T12:10:00+00:00,28.73,1007.22@2020-03-24T12:20:00+00:00,31.81,913.17@2020-03-24T12:30:00+00:00,19.34,908.52@2020-03-24T12:40:00+00:00,22.99,969.57@2020-03-24T12:50:00+00:00,11.37,1093.49@2020-03-24T13:00:00+00:00,22.52,1094.1@2020-03-24T13:10:00+00:00,30.42,937.71@2020-03-24T13:20:00+00:00,38.75,1094.08@2020-03-24T13:30:00+00:00,29.41,1044.21@2020-03-24T13:40:00+00:00,24.41,904.2@2020-03-24T13:50:00+00:00,31.36,995.97@2020-03-24T14:00:00+00:00,11.94,976.13@2020-03-24T14:10:00+00:00,14.03,967.97@2020-03-24T14:20:00+00:00,28.48,966.68@2020-03-24T14:30:00+00:00,18.38,943.26@2020-03-24T14:40:00+00:00,11.73,1087.66@2020-03-24T14:50:00+00:00,11.19,1085.9@2020-03-24T15:00:00+00:00,37.22,907.21@2020-03-24T15:10:00+00:00,18.77,912.41@2020-03-24T15:20:00+00:00,19.3,995.2@2020-03-24T15:30:00+00:00,14.92,941.75@2020-03-24T15:40:00+00:00,18.04,1044.03@2020-03-24T15:50:00+00:00,31.64,964.66@2020-03-24T16:00:00+00:00,17.6,955.57@2020-03-24T16:10:00+00:00,26.27,1006.12@2020-03-24T16:20:00+00:00,36.6,1036.99@2020-03-24T16:30:00+00:00,29.62,955.15@2020-03-24T16:40:00+00:00,33.12,1016.71@2020-03-24T16:50:00+00:00,25.41,936.28@2020-03-24T17:00:00+00:00,39.37,1017.14@2020-03-24T17:10:00+00:00,37.53,1035.32@2020-03-24T17:20:00+00:00,39.24,914.59@2020-03-24T17:30:00+00:00,15.92,912.08@2020-03-24T17:40:00+00:00,35.3,905.96@2020-03-24T17:50:00+00:00,22.96,967.43@2020-03-24T18:00:00+00:00,10.65,1000.29@2020-03-24T18:10:00+00:00,26.75,953.46@2020-03-24T18:20:00+00:00,20.06,960.76@2020-03-24T18:30:00+00:00,19.4,1005.94@2020-03-24T18:40:00+00:00,17.48,943.66@2020-03-24T18:50:00+00:00,25.35,952.29@2020-03-24T19:00:00+00:00,20.21,1063.0@2020-03-24T19:10:00+00:00,22.66,1018.3@2020-03-24T19:20:00+00:00,22.04,1071.99@2020-03-24T19:30:00+00:00,31.89,1020.21@2020-03-24T19:40:00+00:00,31.57,1032.43@2020-03-24T19:50:00+00:00,26.09,925.05@2020-03-24T20:00:00+00:00,30.85,1008.47@2020-03-24T20:10:00+00:00,39.93,940.48@2020-03-24T20:20:00+00:00,18.35,1054.79@2020-03-24T20:30:00+00:00,13.08,1074.68@2020-03-24T20:40:00+00:00,14.75,1017.61@2020-03-24T20:50:00+00:00,15.02,1030.83@2020-03-24T21:00:00+00:00,29.57,1034.95@2020-03-24T21:10:00+00:00,16.54,963.38@2020-03-24T21:20:00+00:00,10.91,928.72@2020-03-24T21:30:00+00:00,21.32,1018.66@2020-03-24T21:40:00+00:00,14.05,933.58@2020-03-24T21:50:00+00:00,16.57,983.75@2020-03-24T22:00:00+00:00,24.23,1000.85@2020-03-24T22:10:00+00:00,11.05,954.53@2020-03-24T22:20:00+00:00,33.92,1005.74@2020-03-24T22:30:00+00:00,12.11,954.06@2020-03-24T22:40:00+00:00,33.66,967.64@2020-03-24T22:50:00+00:00,36.25,1036.33@2020-03-24T23:00:00+00:00,36.28,1004.43@2020-03-24T23:10:00+00:00,39.05,978.5@2020-03-24T23:20:00+00:00,21.97,940.55@2020-03-24T23:30:00+00:00,25.04,1018.14@2020-03-24T23:40:00+00:00,35.71,934.43@2020-03-24T23:50:00+00:00,32.98,908.98
                </swe:values>
            </swe:DataArray>
        </om:result>
    </om:Observation>
</sos:InsertObservation>

Configure the virtual procedure PROFILE_FIGINO¶

1. Go to the service demo and click on the button Virtual Procedures.

2. Click on the drop-down list Virtual procedure and choos PROFILE_FIGINO.

N.B.: A Server message will appear about the missing of the rating curve. Don’t worry, it is normal. Click ok and follow the next step.

3. Click on the code and copy and paste the following code:

from istsoslib.responders.GOresponse import VirtualProcessProfile

class istvp(VirtualProcessProfile):
    offering = "buoy_figino"

4. Save by click on the button *Save the Python Code”.

Get profile data in CSV¶

Now you are able to get the data in CSV format using the SOS requests or the istSOS REST API

1. Get CSV data using an SOS GetObservation request:

$ curl -X GET http://istsos.org/istsos/demo?service=SOS&request=GetObservation&procedure=PROFILE_FIGINO&offering=buoy_figino&eventTime=2020-03-18T00:00:00+00:00/2020-03-25T00:00:00+00:00&observedProperty=:&responseFormat=text/plain&service=SOS&version=1.0.0&qualityIndex=True

Get profile data in JSON¶

Now you are able to get the data in JSON format using the SOS requests or the istSOS REST API

1. Get CSV data using an SOS GetObservation request:

$ curl -X GET http://istsos.org/istsos/demo?service=SOS&request=GetObservation&procedure=PROFILE_FIGINO&offering=buoy_figino&eventTime=2020-03-18T00:00:00+00:00/2020-03-25T00:00:00+00:00&observedProperty=:&responseFormat=application/json&service=SOS&version=1.0.0&qualityIndex=True

Managing profile procedures¶

How to register a new profile procedure¶

Create a new virtual procedure to represent the profile¶

Create a procedure for the first sensor (5 m depth)¶

Create a procedure for the second sensor (15 m depth)¶

Create a new offering¶

Loading data into procedure PROBE_05 and PROBE_15¶

Configure the virtual procedure PROFILE_FIGINO¶

Get profile data in CSV¶

Get profile data in JSON¶

Table Of Contents

Previous topic

Next topic

This Page