Open jachym opened 6 years ago
Conversion script sample (python):
import csv
import json
features = {}
with open('czechrep.csv', newline='') as csvfile:
spamreader = csv.reader(csvfile, delimiter=',')
for CountryOrTerritory,ReportingYear,UpdateTime,StationLocalId,SamplingPointLocalId,SamplingPoint_Latitude,SamplingPoint_Longitude,Pollutant,AggregationType,Namespace,Unit,BeginPosition,EndPosition,Validity,Verification,DataCoverage,DataCapture,TimeCoverage,AQValue in spamreader:
if StationLocalId in features:
features[StationLocalId]["properties"][Pollutant] = float(AQValue)
else:
features[StationLocalId] = {
"type": "Feature",
"properties": {
"CountryOrTerritory": CountryOrTerritory,
"ReportingYear": ReportingYear,
"UpdateTime": UpdateTime,
"StationLocalId": StationLocalId,
"SamplingPointLocalId": SamplingPointLocalId,
"Namespace": Namespace,
Pollutant: float(AQValue)
},
"geometry": {
"type": "Point",
"coordinates": [float(SamplingPoint_Longitude), float(SamplingPoint_Latitude) ]
}
}
j = {
"type":"FeatureCollection",
"features": []
}
for f in features:
j["features"].append(features[f])
with open("czechrep.geojson", "w") as out:
json.dump(j, out, indent=4)
Valid WPS Request generated by geoserver
<?xml version="1.0" encoding="UTF-8"?><wps:Execute version="1.0.0" service="WPS" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://www.opengis.net/wps/1.0.0" xmlns:wfs="http://www.opengis.net/wfs" xmlns:wps="http://www.opengis.net/wps/1.0.0" xmlns:ows="http://www.opengis.net/ows/1.1" xmlns:gml="http://www.opengis.net/gml" xmlns:ogc="http://www.opengis.net/ogc" xmlns:wcs="http://www.opengis.net/wcs/1.1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xsi:schemaLocation="http://www.opengis.net/wps/1.0.0 http://schemas.opengis.net/wps/1.0.0/wpsAll.xsd">
<ows:Identifier>gs:BarnesSurface</ows:Identifier>
<wps:DataInputs>
<wps:Input>
<ows:Identifier>data</ows:Identifier>
<wps:Data>
<wps:ComplexData mimeType="application/json"><![CDATA[{
"type": "FeatureCollection",
"features": [
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-24T06:54:42.12Z",
"StationLocalId": "STA.CZ_ABRA",
"SamplingPointLocalId": "SPO.CZ_ABRAA_PM10_40270",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 77.95833333
},
"geometry": {
"type": "Point",
"coordinates": [
14.4118261337,
50.0420036316
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-24T06:54:42.12Z",
"StationLocalId": "STA.CZ_UTPM",
"SamplingPointLocalId": "SPO.CZ_UTPMA_PM10_765857",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 20.125
},
"geometry": {
"type": "Point",
"coordinates": [
13.8512496948,
50.6452789307
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-24T06:54:42.12Z",
"StationLocalId": "STA.CZ_UDCM",
"SamplingPointLocalId": "SPO.CZ_UDCMA_PM10_40451",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 120.375
},
"geometry": {
"type": "Point",
"coordinates": [
14.218793869,
50.7741508484
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-24T06:54:42.12Z",
"StationLocalId": "STA.CZ_UULK",
"SamplingPointLocalId": "SPO.CZ_UULKA_PM10_40412",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 37.0
},
"geometry": {
"type": "Point",
"coordinates": [
14.0411949158,
50.6835250854
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-24T06:54:42.12Z",
"StationLocalId": "STA.CZ_ALEG",
"SamplingPointLocalId": "SPO.CZ_ALEGA_PM10_867416",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 45.45833333
},
"geometry": {
"type": "Point",
"coordinates": [
14.4306726456,
50.0723876953
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T10:02:01.567Z",
"StationLocalId": "STA.CZ_HPLO",
"SamplingPointLocalId": "SPO.CZ_HPLOA_PM10_1101844",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 10.0
},
"geometry": {
"type": "Point",
"coordinates": [
16.3225002289,
50.350276947
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_BBDN",
"SamplingPointLocalId": "SPO.CZ_BBDNA_PM10_1193937",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 44.37083333
},
"geometry": {
"type": "Point",
"coordinates": [
16.6162872314,
49.2027244568
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_JJIH",
"SamplingPointLocalId": "SPO.CZ_JJIHA_PM10_41133",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 14.0
},
"geometry": {
"type": "Point",
"coordinates": [
15.6102457047,
49.4015960693
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T10:02:01.567Z",
"StationLocalId": "STA.CZ_SKLS",
"SamplingPointLocalId": "SPO.CZ_SKLSA_PM10_41060",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 139.45833333
},
"geometry": {
"type": "Point",
"coordinates": [
14.1060476303,
50.1674118042
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T10:02:01.567Z",
"StationLocalId": "STA.CZ_SKLM",
"SamplingPointLocalId": "SPO.CZ_SKLMA_PM10_41045",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 20.5
},
"geometry": {
"type": "Point",
"coordinates": [
14.1017837524,
50.1438598633
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_SBER",
"SamplingPointLocalId": "SPO.CZ_SBERA_PM10_40854",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 5.04166666
},
"geometry": {
"type": "Point",
"coordinates": [
14.0583000183,
49.9579277039
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T10:02:01.567Z",
"StationLocalId": "STA.CZ_TKAR",
"SamplingPointLocalId": "SPO.CZ_TKARA_PM10_40635",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 1.0
},
"geometry": {
"type": "Point",
"coordinates": [
18.5514526367,
49.8637962341
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T10:02:01.567Z",
"StationLocalId": "STA.CZ_THAR",
"SamplingPointLocalId": "SPO.CZ_THARA_PM10_40626",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 32.91652293
},
"geometry": {
"type": "Point",
"coordinates": [
18.406835556,
49.790977478
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_TOZR",
"SamplingPointLocalId": "SPO.CZ_TOZRA_PM10_40593",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 23.0
},
"geometry": {
"type": "Point",
"coordinates": [
18.2471809387,
49.7960395813
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_TOFF",
"SamplingPointLocalId": "SPO.CZ_TOFFA_PM10_40561",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 211.33333333
},
"geometry": {
"type": "Point",
"coordinates": [
18.2636890411,
49.8391876221
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_HHKB",
"SamplingPointLocalId": "SPO.CZ_HHKBA_PM10_41180",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 23.0
},
"geometry": {
"type": "Point",
"coordinates": [
15.8463764191,
50.1953620911
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T10:02:01.567Z",
"StationLocalId": "STA.CZ_ALIB",
"SamplingPointLocalId": "SPO.CZ_ALIBA_PM10_40285",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 19.55029785
},
"geometry": {
"type": "Point",
"coordinates": [
14.445933342,
50.0073051453
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T10:02:01.567Z",
"StationLocalId": "STA.CZ_ASUC",
"SamplingPointLocalId": "SPO.CZ_ASUCA_PM10_40237",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 5.33333333
},
"geometry": {
"type": "Point",
"coordinates": [
14.3846387863,
50.1265296936
]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T10:02:01.567Z",
"StationLocalId": "STA.CZ_PPLS",
"SamplingPointLocalId": "SPO.CZ_PPLSA_PM10_954116",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 1.20833333
},
"geometry": {
"type": "Point",
"coordinates": [
13.3207483292,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_LSOU",
"SamplingPointLocalId": "SPO.CZ_LSOUM_PM10_199708",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 0.9
},
"geometry": {
"type": "Point",
"coordinates": [
15.319683075,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_LFRU",
"SamplingPointLocalId": "SPO.CZ_LFRUM_PM10_838324",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 33.0
},
"geometry": {
"type": "Point",
"coordinates": [
15.0802879333,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_LTAS",
"SamplingPointLocalId": "SPO.CZ_LTASM_PM10_1021331",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 98.0
},
"geometry": {
"type": "Point",
"coordinates": [
15.3029060364,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_UDOK",
"SamplingPointLocalId": "SPO.CZ_UDOKM_PM10_194308",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 2.0
},
"geometry": {
"type": "Point",
"coordinates": [
14.1701622009,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_HJIC",
"SamplingPointLocalId": "SPO.CZ_HJICM_PM10_286909",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 21.7554945
},
"geometry": {
"type": "Point",
"coordinates": [
15.3526411057,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_EPAU",
"SamplingPointLocalId": "SPO.CZ_EPAUM_PM10_242601",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 40.0
},
"geometry": {
"type": "Point",
"coordinates": [
15.763548851,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_JKRI",
"SamplingPointLocalId": "SPO.CZ_JKRIM_PM10_199733",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 64.0
},
"geometry": {
"type": "Point",
"coordinates": [
16.0986156464,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_HVEL",
"SamplingPointLocalId": "SPO.CZ_HVELM_PM10_40145",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 101.0
},
"geometry": {
"type": "Point",
"coordinates": [
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_MBEL",
"SamplingPointLocalId": "SPO.CZ_MBELM_PM10_39134",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 178.0
},
"geometry": {
"type": "Point",
"coordinates": [
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_TNUJ",
"SamplingPointLocalId": "SPO.CZ_TNUJM_PM10_39131",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 159.59999999
},
"geometry": {
"type": "Point",
"coordinates": [
18.7439651489,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-23T12:07:08.43Z",
"StationLocalId": "STA.CZ_EUOR",
"SamplingPointLocalId": "SPO.CZ_EUORM_PM10_40144",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 2.0
},
"geometry": {
"type": "Point",
"coordinates": [
16.4221229553,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_TTRK",
"SamplingPointLocalId": "SPO.CZ_TTRKA_PM10_40870",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 61.0
},
"geometry": {
"type": "Point",
"coordinates": [
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_APRU",
"SamplingPointLocalId": "SPO.CZ_APRUA_PM10_194125",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 151.58333333
},
"geometry": {
"type": "Point",
"coordinates": [
14.5378198624,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-24T02:19:16.16Z",
"StationLocalId": "STA.CZ_KCHM",
"SamplingPointLocalId": "SPO.CZ_KCHMA_PM10_188571",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 29.875
},
"geometry": {
"type": "Point",
"coordinates": [
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_ZUHR",
"SamplingPointLocalId": "SPO.CZ_ZUHRA_PM10_41146",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 126.39999999
},
"geometry": {
"type": "Point",
"coordinates": [
17.4668483734,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-24T02:19:16.16Z",
"StationLocalId": "STA.CZ_MPST",
"SamplingPointLocalId": "SPO.CZ_MPSTA_PM10_40805",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 26.0
},
"geometry": {
"type": "Point",
"coordinates": [
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_TORV",
"SamplingPointLocalId": "SPO.CZ_TORVA_PM10_40645",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 5.08333333
},
"geometry": {
"type": "Point",
"coordinates": [
18.4336071014,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_ZZLN",
"SamplingPointLocalId": "SPO.CZ_ZZLNA_PM10_41228",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 4.125
},
"geometry": {
"type": "Point",
"coordinates": [
17.667175293,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T07:11:53.07Z",
"StationLocalId": "STA.CZ_PPLB",
"SamplingPointLocalId": "SPO.CZ_PPLBA_PM10_954119",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 44.0
},
"geometry": {
"type": "Point",
"coordinates": [
13.3755397797,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T03:12:20.74Z",
"StationLocalId": "STA.CZ_UTUS",
"SamplingPointLocalId": "SPO.CZ_UTUSA_PM10_40343",
"Namespace": "CZ.CHMI-Prague-Komorany.AQ",
"pm10": 2.70833333
},
"geometry": {
"type": "Point",
"coordinates": [
13.3276224136,
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]
}
},
{
"type": "Feature",
"properties": {
"CountryOrTerritory": "Czech Republic",
"ReportingYear": "2014",
"UpdateTime": "2017-09-25T03:12:20.74Z",
"StationLocalId": "STA.CZ_MOLJ",
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As a result of the categorization of received data from individual measurement stations provided as pm10 parameter the analysis of the occurrence of dust decay can be carried out. For this purpose, a tool Categorization will be used to categorize values on a layer. The categorization process depends on the user and the parameters that will be determined by the user. A dot layer is displayed, divided into data values. User can also interpolate the data and present the min the form of isolines.