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  "metadata_modified": "2024-08-23T11:50:08.620205",
            
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  "name": "teneo-soil-moisture-temperature-humidity-sensors",
76
  "name": "teneo-soil-moisture-temperature-humidity-sensors",
            
77
  "notes": "## Introduction\r\n\r\nWithin the frame of the SCOREwater 
77
  "notes": "## Introduction\r\n\r\nWithin the frame of the SCOREwater 
            
78
project, the City of Amersfoort commissioned 
78
project, the City of Amersfoort commissioned 
            
79
](https://hoefakker.com/boomspecialisten/smart-city-bodemvochtsensor/) 
79
](https://hoefakker.com/boomspecialisten/smart-city-bodemvochtsensor/) 
            
80
to install Teneo soil moisture and climate monitor sensors at several 
80
to install Teneo soil moisture and climate monitor sensors at several 
            
81
locations in the Schothorst neighbourhood and the Central Railway 
81
locations in the Schothorst neighbourhood and the Central Railway 
            
82
area. The sensors measure soil moisture, temperature and humidity. 
82
area. The sensors measure soil moisture, temperature and humidity. 
            
83
Schothorst and the Central Railway area differ in groundwater levels. 
83
Schothorst and the Central Railway area differ in groundwater levels. 
            
84
In Schothorst the groundwater levels are higher (average height: 0.7 
84
In Schothorst the groundwater levels are higher (average height: 0.7 
            
85
meter to 1.0 meter below ground level) than in the Central Railway 
85
meter to 1.0 meter below ground level) than in the Central Railway 
            
86
area (average height: lower than 1.6 meter below ground level). The 
86
area (average height: lower than 1.6 meter below ground level). The 
            
87
lowest soil moisture sensors are placed on 1.2 meter below ground 
87
lowest soil moisture sensors are placed on 1.2 meter below ground 
            
88
level. As a result, in the Schothorst area the sensors are located 
88
level. As a result, in the Schothorst area the sensors are located 
            
89
close to or in the groundwater during winter. In the Central Railway 
89
close to or in the groundwater during winter. In the Central Railway 
            
90
area they are located far above the groundwater level. This makes both 
90
area they are located far above the groundwater level. This makes both 
            
91
areas interesting to include. What all soil moisture sensors have in 
91
areas interesting to include. What all soil moisture sensors have in 
            
92
common is that they are all located nearby trees and in public spaces. 
92
common is that they are all located nearby trees and in public spaces. 
            
93
Locations differ in terms of: being in the sun or in the shade, being 
93
Locations differ in terms of: being in the sun or in the shade, being 
            
94
in a green setting (unpaved, such as parks) or being in a paved 
94
in a green setting (unpaved, such as parks) or being in a paved 
            
95
setting, and being near surface water or not. Because of the 
95
setting, and being near surface water or not. Because of the 
            
96
differences between the locations the sensors have been installed in, 
96
differences between the locations the sensors have been installed in, 
            
97
data from the sensors can be used to investigate questions such 
97
data from the sensors can be used to investigate questions such 
            
98
as:\r\n\r\n* What is the influence of the type of surface on soil 
98
as:\r\n\r\n* What is the influence of the type of surface on soil 
            
99
moisture levels?\r\n* Does the nearby presence of surface water affect 
99
moisture levels?\r\n* Does the nearby presence of surface water affect 
            
100
soil moisture?\r\n* What is the influence of heat on soil 
100
soil moisture?\r\n* What is the influence of heat on soil 
            
101
moisture?\r\n* What is the relation between groundwater levels 
101
moisture?\r\n* What is the relation between groundwater levels 
            
102
fluctuance and soil moisture?\r\n* Are adjustments on in public spaces 
102
fluctuance and soil moisture?\r\n* Are adjustments on in public spaces 
            
103
(on street level) helpful to improve the soil situation for a more 
103
(on street level) helpful to improve the soil situation for a more 
            
104
climate adaptive city?\r\n\r\n## Contents of the data\r\n\r\nData are 
104
climate adaptive city?\r\n\r\n## Contents of the data\r\n\r\nData are 
            
105
being harmonized using FIWARE [Smart Data 
105
being harmonized using FIWARE [Smart Data 
            
106
Models](https://www.fiware.org/smart-data-models/). Data regarding 
106
Models](https://www.fiware.org/smart-data-models/). Data regarding 
            
107
soil moisture can be modelled using the GreenSpaceRecord model. The 
107
soil moisture can be modelled using the GreenSpaceRecord model. The 
            
108
data in this dataset provide the following elements from this data 
108
data in this dataset provide the following elements from this data 
            
109
model:\r\n\r\n* id - identifier of the sensors\r\n* recordingTimetamp 
109
model:\r\n\r\n* id - identifier of the sensors\r\n* recordingTimetamp 
            
110
- timestamp of the measurement\r\n* location - GPS location of the 
110
- timestamp of the measurement\r\n* location - GPS location of the 
            
111
sensor, GeoJSON with WGS84/EPSG:4326 coordinate\r\n* soilMoistureVwc - 
111
sensor, GeoJSON with WGS84/EPSG:4326 coordinate\r\n* soilMoistureVwc - 
            
112
percentage Volumetric Water Content of soil\r\n\r\nMeteorological data 
112
percentage Volumetric Water Content of soil\r\n\r\nMeteorological data 
            
113
can be modelled using the WeatherObserved model. The data in this 
113
can be modelled using the WeatherObserved model. The data in this 
            
114
dataset provide the following elements from this data model: \r\n\r\n* 
114
dataset provide the following elements from this data model: \r\n\r\n* 
            
115
id - identifier of the sensors\r\n* recordingTimetamp - timestamp of 
115
id - identifier of the sensors\r\n* recordingTimetamp - timestamp of 
            
116
the measurement\r\n* location - GPS location of the sensor, GeoJSON 
116
the measurement\r\n* location - GPS location of the sensor, GeoJSON 
            
117
with WGS84/EPSG:4326 coordinate\r\n* temperature - temperature in 
117
with WGS84/EPSG:4326 coordinate\r\n* temperature - temperature in 
            
118
degrees Celsius\r\n* relativeHumidity - percentage relative 
118
degrees Celsius\r\n* relativeHumidity - percentage relative 
            
119
humidity\r\n\r\n## Access the data\r\n\r\nData are available using 
119
humidity\r\n\r\n## Access the data\r\n\r\nData are available using 
            
120
different API's:\r\n\r\n* Archives of the data are available as a CKAN 
120
different API's:\r\n\r\n* Archives of the data are available as a CKAN 
            
121
resource for both [GreenSpaceRecord 
121
resource for both [GreenSpaceRecord 
            
122
urce-f9dc5371bdb117348be116cc5891c911f5466ac42ef69f6fb8a654be9bc64bbd) 
122
urce-f9dc5371bdb117348be116cc5891c911f5466ac42ef69f6fb8a654be9bc64bbd) 
            
123
and [WeatherObserved 
123
and [WeatherObserved 
            
124
rce-a8b1ca2b02669d05b945f6739966cc2ddbcc9ebafa67770714d033fb161295f7). 
124
rce-a8b1ca2b02669d05b945f6739966cc2ddbcc9ebafa67770714d033fb161295f7). 
            
125
Once a week, data from the live datasets is archived in this [CKAN 
125
Once a week, data from the live datasets is archived in this [CKAN 
            
126
dataset/archived-teneo-soil-moisture-temperature-and-humidity-sensors) 
126
dataset/archived-teneo-soil-moisture-temperature-and-humidity-sensors) 
            
127
which allows for a) previewing the data, b) a CSV download and c) CKAN 
127
which allows for a) previewing the data, b) a CSV download and c) CKAN 
            
128
datastore API access to the data. \r\n* The Orion ContextBroker allows 
128
datastore API access to the data. \r\n* The Orion ContextBroker allows 
            
129
you to access the [current status of 
129
you to access the [current status of 
            
130
/gravitee-scorewater-gateway.dataplatform.nl/teneo/orion/v2/entities). 
130
/gravitee-scorewater-gateway.dataplatform.nl/teneo/orion/v2/entities). 
            
131
Use the information provided by the Orion ContextBroker to compile 
131
Use the information provided by the Orion ContextBroker to compile 
            
132
requests for the Short Term History API. the ContextBroker provides 
132
requests for the Short Term History API. the ContextBroker provides 
            
133
information on which entities are present and what attributes those 
133
information on which entities are present and what attributes those 
            
134
entities support. \r\n* The Short Term History API allows you to 
134
entities support. \r\n* The Short Term History API allows you to 
            
135
download historical data for the different sensors in both 
135
download historical data for the different sensors in both 
            
136
v2/entities/206/attrs/soilMoistureVwc?type=GreenSpaceRecord&lastN=100) 
136
v2/entities/206/attrs/soilMoistureVwc?type=GreenSpaceRecord&lastN=100) 
            
137
and 
137
and 
            
138
soilMoistureVwc?type=GreenSpaceRecord&aggrMethod=min&aggrPeriod=month) 
138
soilMoistureVwc?type=GreenSpaceRecord&aggrMethod=min&aggrPeriod=month) 
            
139
form in either 
139
form in either 
            
140
/STH/v2/entities/240/attrs/temperature?type=WeatherObserved&lastN=100) 
140
/STH/v2/entities/240/attrs/temperature?type=WeatherObserved&lastN=100) 
            
141
or 
141
or 
            
142
ies/240/attrs/temperature?type=WeatherObserved&lastN=100&fileType=csv) 
142
ies/240/attrs/temperature?type=WeatherObserved&lastN=100&fileType=csv) 
            
143
format:\r\n* The OGC web services allows you to [render 
143
format:\r\n* The OGC web services allows you to [render 
            
144
vice=WMS&srs=EPSG%3A4326&format=image%2Fpng&request=GetMap&height=384) 
144
vice=WMS&srs=EPSG%3A4326&format=image%2Fpng&request=GetMap&height=384) 
            
145
of the sensors and to download historical data in different formats 
145
of the sensors and to download historical data in different formats 
            
146
such as 
146
such as 
            
147
taplatform_nl%3Ackan_current_weather_observed_hegcudye&version=2.0.0), 
147
taplatform_nl%3Ackan_current_weather_observed_hegcudye&version=2.0.0), 
            
148
ataplatform_nl%3Ackan_current_weather_observed_hegcudye&version=2.0.0) 
148
ataplatform_nl%3Ackan_current_weather_observed_hegcudye&version=2.0.0) 
            
149
and shape file. \r\n\r\n![Teneo soil moisture 
149
and shape file. \r\n\r\n![Teneo soil moisture 
            
150
-city-trees-sensor/download/smart_city_trees_sensor.jpg)\r\n\r\n*Teneo 
150
-city-trees-sensor/download/smart_city_trees_sensor.jpg)\r\n\r\n*Teneo 
            
151
soil moisture sensors (branded as Smart City Trees by Hoefakker)*",
151
soil moisture sensors (branded as Smart City Trees by Hoefakker)*",
            
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"http://standaarden.overheid.nl/owms/terms/Amersfoort_(gemeente)",
169
"http://standaarden.overheid.nl/owms/terms/Amersfoort_(gemeente)",
            
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  "relationships_as_object": [],
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  "relationships_as_object": [],
            
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  "relationships_as_subject": [],
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  "relationships_as_subject": [],
            
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  "resolution": "",
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  "resolution": "",
            
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  "resources": [
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    {
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      "datastore_active": true,
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      "datastore_active": true,
            
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      "description": "Current state of GreenSpaceRecord 
179
      "description": "Current state of GreenSpaceRecord 
            
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entities\r\nCIVDEV-1043\r\nCIVDEV-1043\r\nCIVDEV-1043",
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entities\r\nCIVDEV-1043\r\nCIVDEV-1043\r\nCIVDEV-1043",
            
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      "format": "",
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      "format": "",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "current_green_space_record_hegcudye",
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      "id": "current_green_space_record_hegcudye",
            
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      "last_modified": null,
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      "last_modified": null,
            
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      "layer_extent": "[52.148986, 5.365354, 52.178201, 5.403238]",
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      "layer_extent": "[52.148986, 5.365354, 52.178201, 5.403238]",
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "Current GreenSpaceRecord entities",
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      "name": "Current GreenSpaceRecord entities",
            
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      "package_id": "a0c22580-3015-45f9-b1fc-53817adb709c",
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      "package_id": "a0c22580-3015-45f9-b1fc-53817adb709c",
            
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      "state": "active",
            
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      "url": "",
            
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      "url_type": null,
            
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      "wfs_url": 
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      "wfs_url": 
            
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platform_nl%3Ackan_current_green_space_record_hegcudye&version=2.0.0",
198
platform_nl%3Ackan_current_green_space_record_hegcudye&version=2.0.0",
            
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      "wms_url": 
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      "wms_url": 
            
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vice=WMS&srs=EPSG%3A4326&format=image%2Fpng&request=GetMap&height=384"
200
vice=WMS&srs=EPSG%3A4326&format=image%2Fpng&request=GetMap&height=384"
            
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    },
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    },
            
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    {
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      "created": "2022-02-16T17:05:11.799269",
            
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      "datastore_active": true,
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      "datastore_active": true,
            
207
      "description": "Current state of WeatherObserved 
207
      "description": "Current state of WeatherObserved 
            
n
208
entities\r\nCIVDEV-1043\r\nCIVDEV-1043\r\nCIVDEV-1043",
n
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entities\r\nCIVDEV-1043\r\nCIVDEV-1043\r\nCIVDEV-1043\r\nCIVDEV-1043",
            
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      "format": "",
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      "format": "",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "current_weather_observed_hegcudye",
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      "id": "current_weather_observed_hegcudye",
            
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      "last_modified": null,
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      "last_modified": null,
            
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      "layer_extent": "[52.148986, 5.365354, 52.178201, 5.403238]",
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      "layer_extent": "[52.148986, 5.365354, 52.178201, 5.403238]",
            
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      "layer_srid": 4326,
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      "layer_srid": 4326,
            
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      "metadata_modified": "2024-08-23T09:54:34.266291",
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      "metadata_modified": "2024-08-23T11:50:08.630491",
            
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      "mimetype": null,
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "Current WeatherObserved entities",
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      "name": "Current WeatherObserved entities",
            
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      "package_id": "a0c22580-3015-45f9-b1fc-53817adb709c",
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      "package_id": "a0c22580-3015-45f9-b1fc-53817adb709c",
            
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      "position": 1,
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      "position": 1,
            
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      "resource_type": null,
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      "resource_type": null,
            
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      "state": "active",
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      "state": "active",
            
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      "url": "",
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      "url": "",
            
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      "url_type": null,
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      "url_type": null,
            
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      "wfs_url": 
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      "wfs_url": 
            
226
taplatform_nl%3Ackan_current_weather_observed_hegcudye&version=2.0.0",
226
taplatform_nl%3Ackan_current_weather_observed_hegcudye&version=2.0.0",
            
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      "wms_url": 
227
      "wms_url": 
            
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vice=WMS&srs=EPSG%3A4326&format=image%2Fpng&request=GetMap&height=384"
228
vice=WMS&srs=EPSG%3A4326&format=image%2Fpng&request=GetMap&height=384"
            
229
    },
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    {
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    {
            
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      "cache_last_updated": null,
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      "cache_last_updated": null,
            
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      "cache_url": null,
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      "cache_url": null,
            
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      "created": "2022-02-16T17:06:56.769003",
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      "created": "2022-02-16T17:06:56.769003",
            
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      "datastore_active": false,
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      "datastore_active": false,
            
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      "description": "Simple symbolization which just renders a point 
235
      "description": "Simple symbolization which just renders a point 
            
236
on the location of the sensor with a label for the soil moisture VWC 
236
on the location of the sensor with a label for the soil moisture VWC 
            
237
In case of a GreenSpaceRecord) and temperature and relative humidity 
237
In case of a GreenSpaceRecord) and temperature and relative humidity 
            
238
(in case of WeatherObserved). ",
238
(in case of WeatherObserved). ",
            
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      "download_url": "",
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      "download_url": "",
            
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      "format": "SLD",
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      "format": "SLD",
            
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      "hash": "4c2700d0be382716a6ad086896850700b9801c43",
            
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      "id": "539ea2b3-e77d-427e-a6f0-0c256a800005",
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      "id": "539ea2b3-e77d-427e-a6f0-0c256a800005",
            
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      "language": 
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      "language": 
            
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"http://publications.europa.eu/resource/authority/language/ENG",
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"http://publications.europa.eu/resource/authority/language/ENG",
            
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      "last_modified": "2022-02-16T17:06:56.454351",
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      "metadata_language": 
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      "metadata_language": 
            
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"http://publications.europa.eu/resource/authority/language/ENG",
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"http://publications.europa.eu/resource/authority/language/ENG",
            
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      "mimetype": null,
            
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      "mimetype_inner": null,
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      "name": "Symbolization Teneo soil moisture, temperature and 
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      "name": "Symbolization Teneo soil moisture, temperature and 
            
254
humidity sensors",
254
humidity sensors",
            
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      "package_id": "a0c22580-3015-45f9-b1fc-53817adb709c",
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      "package_id": "a0c22580-3015-45f9-b1fc-53817adb709c",
            
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      "position": 2,
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      "position": 2,
            
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      "resource_status": "http://purl.org/adms/status/Completed",
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      "state": "active",
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      "state": "active",
            
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      "url": 
            
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800005/download/teneo-soil-moisture-temperature-humidity-sensors.sld",
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800005/download/teneo-soil-moisture-temperature-humidity-sensors.sld",
            
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      "wms_url": ""
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      "wms_url": ""
            
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      "cache_url": null,
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      "cache_url": null,
            
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      "created": "2020-12-07T08:37:34.735549",
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      "created": "2020-12-07T08:37:34.735549",
            
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      "datastore_active": true,
            
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      "datastore_contains_all_records_of_source_file": "False",
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      "datastore_contains_all_records_of_source_file": "False",
            
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      "description": "Flexyz measurements",
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      "description": "Flexyz measurements",
            
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      "hash": "",
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      "name": "Measurements",
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      "name": "Measurements",
            
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      "ows_url": "None",
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      "ows_url": "None",
            
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      "package_id": "a0c22580-3015-45f9-b1fc-53817adb709c",
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      "package_id": "a0c22580-3015-45f9-b1fc-53817adb709c",
            
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      "state": "active",
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      "url": 
            
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https://tst-ckan.dataplatform.nl/datastore/dump/measurement_hegcudye",
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https://tst-ckan.dataplatform.nl/datastore/dump/measurement_hegcudye",
            
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      "url_type": "datastore",
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      "url_type": "datastore",
            
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      "wfs_featuretype_name": "None",
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      "wfs_featuretype_name": "None",
            
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    {
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      "created": "2020-12-07T08:37:08.143263",
            
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      "datastore_active": true,
            
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      "datastore_contains_all_records_of_source_file": "False",
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      "datastore_contains_all_records_of_source_file": "False",
            
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      "description": "FTP files uploaded to FTP server by Flexyz",
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      "description": "FTP files uploaded to FTP server by Flexyz",
            
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      "format": "",
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      "format": "",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "ftp_file_hegcudye",
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      "id": "ftp_file_hegcudye",
            
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      "last_modified": null,
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      "last_modified": null,
            
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      "mimetype": null,
            
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      "name": "FTP files",
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      "name": "FTP files",
            
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      "ows_url": "None",
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      "ows_url": "None",
            
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      "package_id": "a0c22580-3015-45f9-b1fc-53817adb709c",
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      "package_id": "a0c22580-3015-45f9-b1fc-53817adb709c",
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
316
      "url": 
            
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"https://tst-ckan.dataplatform.nl/datastore/dump/ftp_file_hegcudye",
317
"https://tst-ckan.dataplatform.nl/datastore/dump/ftp_file_hegcudye",
            
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      "url_type": "datastore",
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      "datastore_active": "false",
            
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      "description": "Hoefakker Smart City Trees sensorkit",
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      "description": "Hoefakker Smart City Trees sensorkit",
            
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      "hash": "c5308ce5e452cf103abe4bccf20e9e810b5b6854",
            
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      "name": "Hoefakker Smart City Trees sensorkit",
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      "name": "Hoefakker Smart City Trees sensorkit",
            
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      "url": 
            
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picture-smart-city-trees-sensor/download/smart_city_trees_sensor.jpg",
            
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      "url_type": "upload"
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      "url_type": "upload"
            
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    {
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    },
            
360
    {
360
    {
            
361
      "display_name": "soil moisture",
361
      "display_name": "soil moisture",
            
362
      "id": "1aef7b12-677a-4f7b-94a7-731a3be50707",
362
      "id": "1aef7b12-677a-4f7b-94a7-731a3be50707",
            
363
      "name": "soil moisture",
363
      "name": "soil moisture",
            
364
      "state": "active",
364
      "state": "active",
            
365
      "vocabulary_id": null
365
      "vocabulary_id": null
            
366
    }
366
    }
            
367
  ],
367
  ],
            
368
  "theme": 
368
  "theme": 
            
369
"http://standaarden.overheid.nl/owms/terms/Natuur_en_milieu",
369
"http://standaarden.overheid.nl/owms/terms/Natuur_en_milieu",
            
370
  "title": "Teneo soil moisture, temperature and humidity sensors",
370
  "title": "Teneo soil moisture, temperature and humidity sensors",
            
371
  "type": "dataset",
371
  "type": "dataset",
            
372
  "update_frequency": "voortdurend geactualiseerd",
372
  "update_frequency": "voortdurend geactualiseerd",
            
373
  "url": null,
373
  "url": null,
            
374
  "version": "",
374
  "version": "",
            
375
  "version_notes": ""
375
  "version_notes": ""
            
376
}
376
}