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UID:	BGDWT180.0.0
Name:	B-GOOD Weather Data
Title:	Dataset from the B-GOOD project, containing the relevant weather data at the study sites.
Status:	Approved
Version:	v. 1.0
Date:	2024-11-21
Author:	Rubinigg Michael
Citation proposal:	Rubinigg M. 2024 Report of dataset B-GOOD Weather Data, v. 1.0 [BGDWT180.0.0]. EU Pollinator Hub. [2025-03-29] app.pollinatorhub.eu

Compliance with FAIR* principles Findable Accessible Interoperable Reusable See https://www.go-fair.org/fair-principles for more information about FAIR principles

Data Quality Requires major revision

Table of content

1. Document History
   1. Release
   2. Revision
2. Abbreviations
3. Executive Summary
4. Introduction
5. Material and Methods
   1. Data Acquisition
   2. Data Preparation
   3. Data Validation
   4. Data Analysis
6. Data Description
   1. Dataset
   2. Tables
      1. data 2021 all countries
      2. data 2020 all countries
7. References
8. Annex 1: Table column reports

Document History

Release

Version v. 1.0 released on 2025-03-29. Written by Rubinigg Michael. Reviewed by Rubinigg Michael.

Revision

No	Date	Description	Reason
1	2025-03-29 10:03:14	Initial release.	N.A.

Abbreviations

Executive Summary

Data overview:

Data value:

Data description:

Data application:

Introduction

Material and Methods

Data Acquisition

No	File	Type	D	M	Arrival	Data points	File size
1	weather 2021_PREP_MR_241014.csv	CSV - Comma seperated values	Yes	No	2024-10-15 16:10:17	10,123,575	54.66 MiB
2	weather 2020_PREP_MR_241014.csv	CSV - Comma seperated values	Yes	No	2024-10-15 16:10:12	8,021,090	43.88 MiB
3	meta-data-weather-tier-1-b-good.xlsx	Miscellaneous	No	Yes	2024-10-15 18:10:38	n/a	186.62 KiB

Data Preparation

Data Validation

Data Analysis

Data Description

Dataset

No	Table	Description
1	data 2021 all countries	This table contains data from all weather stations in the different countries (BE, CH, DE, FR, NL, PT, RO, UK)…
2	data 2020 all countries	This table contains data from all weather stations in the different countries (BE, CH, DE, FR, NL, PT, RO, UK)…

Parameter	Content
UID	BGDWT180.0.0
Name	B-GOOD Weather Data
Title	Dataset from the B-GOOD project, containing the relevant weather data at the study sites.
IRI	https://app.pollinatorhub.eu/dataset-discovery/BGDWT180.0.0
Licence	CC BY-NC-ND 4.0
DOI	n/a
Creation date	2024-10-10
Publishing date	2025-03-17
Contact information	n/a
Keywords	Apis mellifera, honey bee, weather
Data collection years	n/a
Regions, the data was collected in	Belgique/België, Deutschland, France, Nederland, Portugal, România, Schweiz/Suisse/Svizzera, United Kingdom
Description	The dataset contains data from weather stations in the vicinity of the test apiaries located in Belgium, Switzerland, Germany, France, the Netherlands, Portugal, Romania and United Kingdom in 2020 and 2021. It was published by van Dooremalen C (WR) on the B-GOOD Bee Health Data Portal as part of the B-GOOD project (grant agreement 817622), funded under the EU Horizon 2020 Research and Innovation Programme.

Parameter	Content
Name	B-GOOD Bee Health Data Portal
URL
Acronym	B-GOOD
IRI	https://app.pollinatorhub.eu/data-providers/b-good-bee-health-data-portal
Address	https://b-good-project.eu
Country	Belgium
Contact information	b-good-project.eu
Description	Project funded by the EU Horizon 2020 Research and Innovation Programme under grant agreement No 817622. Project website: https://b-good-project.eu

Tables

data 2021 all countries

Parameter	Content
UID	BGDWT180.DTLLC375.0
Name	data 2021 all countries
IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWT180.DTLLC375.0
Type	File
Licence	CC BY-NC-ND 4.0
Description	Table data 2021 all countries contains 184.065 records (54,67 MB) from 9 distinct raw data files, 8 distinct countries and 4 distinct device types assessing different parameters in different units and with different methods.

Metadata

Name	Description	Data type	Descriptor	Unit
raw_data	Name of the raw data file, obtained from the data provider.	String	Text [0.0.TEXTA315]	n/a
country	NUTS level 0 code of the location in which the weather station was based.	String	nuts2021Code [0.0.NTSCD55]	n/a
device_type	Type/model/name of the device/system, which was used acquire the data.	String	Text [0.0.TEXTA315]	n/a
DeviceID	Identifier of the device/system, which was used acquire the data.	String	applianceID [0.0.PPLNC488]	n/a
unix_time	Date and time in Unix time format, presumably giving the time at which data has been transmitted.	Integer number	unixTime [0.0.NXTME469]	n/a
timezone	Offset of local time in which the device is located from UTC, given in seconds.	String	utcOffset [0.0.TCFFS470]	s
datetime	Date and time in ISO 8601 format, presumably giving the time at which data has been transmitted.	Date and Time	calendarDateAndTime [0.0.DTNDT319]	n/a
year	Calendar year, presumably giving the time at which data has been transmitted.	Integer number	year [0.0.YEARA340]	year
month	Calendar month, presumably giving the time at which data has been transmitted.	Integer number	calendarMonth [0.0.CLNDR376]	n/a
day	Calendar day of month, presumably giving the time at which data has been transmitted.	Integer number	day [0.0.DAYAB382]	n/a
hour	Clock hour, presumably giving the time at which data has been transmitted.	Integer number	clock hour [0.0.HRFDY386]	n/a
location_name	Name of the location in which the device/system is located.	String	Text [0.0.TEXTA315]	n/a
location_lat	Geographic latitude of the location in which the device/system is located, given in WGS84 format in decimal degrees.	Decimal number	decimalLatitude [0.0.LTTDE333]	°
location_long	Geographic longitude of the location in which the device/system is located, given in WGS84 format in decimal degrees.	Decimal number	decimalLongitude [0.0.LNGTD332]	°
temperature	Not sufficiently specified by the data provider. Temperature measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval.	Decimal number	temperature [0.0.TMPRT394]	°C
temperature_min	Minimum temperature measured in the relevant interval.	Decimal number	temperature [0.0.TMPRT394]	°C
temperature_max	Maximum temperature measured in the relevant interval.	Decimal number	temperature [0.0.TMPRT394]	°C
feels_like	Temperature in account with the human perception of weather measured in the relevant interval.	Decimal number	temperature [0.0.TMPRT394]	°C
dew_point	Temperature of dew point, measured in the relevant interval.	Decimal number	temperature [0.0.TMPRT394]	°C
RH	Not sufficiently specified by the data provider. Relative humidity measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval.	Decimal number	relativeHumidity [0.0.RLTVH395]	%
atmpressure_pa	Not sufficiently specified by the data provider. Atmospheric pressure measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Measured in or converted to Pa.	Decimal number	atmosphericPressure [0.0.TMSPH396]	Pa
atmpressure_hpa	Not sufficiently specified by the data provider. Atmospheric pressure measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Measured in hPa.	Decimal number	atmosphericPressure [0.0.TMSPH396]
atmpressure_sealevel_Pa	Not sufficiently specified by the data provider. Equivalent sea level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_pa. Expressed in Pa.	Decimal number	atmosphericPressure [0.0.TMSPH396]	Pa
atmpressure_sealevel_hPa	Equivalent sea level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_hpa. Expressed in hPa.	Decimal number	atmosphericPressure [0.0.TMSPH396]
atmpressure_grndlevel	Not sufficiently specified by the data provider. Ground level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_hpa. Expressed in hPa.	Decimal number	atmosphericPressure [0.0.TMSPH396]
rain	Not sufficiently specified by the data provider. Cumulative rainfall, presumably measured in the relvant measurement interval as the sum of all measurements.	Decimal number	rainfall [0.0.RNFLL471]	mm
rain_intval	Duration of the interval vor which the rainfall in column rain is reported.	Integer number	Integer [0.0.NTGER313]	min
rain_3h	Cumulative rainfall, measured in the three hours preceeding and including the relevant interval.	Decimal number	rainfall [0.0.RNFLL471]	mm
snow	Not sufficiently specified by the data provider.Cumulative snowfall, presumably measured in the relvant measurement interval as the sum of all measurements.	Decimal number	snowfall [0.0.SNWFL472]	mm
snow_3h	Cumulative snowfall, measured in the three hours preceeding and including the relevant interval.	Decimal number	snowfall [0.0.SNWFL472]	mm
rain_counter	No information is provided on this parameter.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
rain_max	No information is provided on this parameter, presumably maximum rainfall intensity in the relevant interval, given in mm/h.	Decimal number	rainfallIntensity [0.0.RNFLL473]	mm h-1
rain_gauge	Rain gauge resolution, defined as the minimum amount of rain that a rain gauge can register, given in mm.	Decimal number	DecimalNumber [0.0.DCMLN314]	mm
valid_ticks	No information is provided on this parameter.	Integer number	Integer [0.0.NTGER313]	n/a
wind_speed_ms	Not sufficiently specified by the data provider. Wind speed measured in the relevant interval, either at any time during this interval (for example, at the very end) for a period of 2 min or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in or transformed to m/s.	Decimal number	windSpeed [0.0.WNDSP474]	m s-1
wind_speed_kmh	Not sufficiently specified by the data provider. Wind speed measured in the relevant interval, either at any time during this interval (for example, at the very end) for a period of 2 min or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in km/h.	Decimal number	windSpeed [0.0.WNDSP474]	km h-1
wind_deg	Not sufficiently specified by the data provider. Wind direction measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in degrees.	Integer number	windDirection [0.0.WNDDR475]	°
wind_gust_ms	Wind gust measured in the relevant interval. Given in or transformed to m/s.	Decimal number	windGust [0.0.WNDGS476]	m s-1
wind_gust_kmh	Wind gust measured in the relevant interval. Given in km/h.	Decimal number	windGust [0.0.WNDGS476]	km h-1
irradiance	Not sufficiently specified by the data provider. Solar irradiance measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. No information is provided on the range of wavelengths that are measured.	Decimal number	solarIrradiance [0.0.SLRRR477]	W m-2
energy_density	Not sufficiently specified by the data provider. Rate of solar radiation measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. No information is provided on the range of wavelengths that are measured.	Decimal number	rateOfSolarRadiation [0.0.RTFSL478]	J cm-2
irradiance_max	Maximum [irradiance](solar irradiance) measured in the relevant interval.	Decimal number	solarIrradiance [0.0.SLRRR477]	W m-2
clouds	No information is provided on this parameter, presumably the part of the sky that is covered with clouds.	Integer number	Integer [0.0.NTGER313]	%
visibility	No information is provided on this parameter, presumably the visibility in the atmosphere for the human eye, given in m.	Integer number	Integer [0.0.NTGER313]	m
carbon_dioxide	No information is provided on this parameter.	Integer number	Integer [0.0.NTGER313]	n/a
weather_id	Internal weather condition code adopted by the provider of the weather data.	Integer number	Integer [0.0.NTGER313]	n/a
weather_main	Internal main group for the description of the weather adopted by the provider of the weather data.	String	Text [0.0.TEXTA315]	n/a
weather_description	Internal subgroup for the description of the weather adopted by the provider of the weather data.	String	Text [0.0.TEXTA315]	n/a
weather_icon	Internal code for icons describing the weather condistions, adopted by the provider of the weather data.	String	Text [0.0.TEXTA315]	n/a
battery	Voltage of the batteries of the device/system.	Decimal number	DecimalNumber [0.0.DCMLN314]	V
payload	No information is provided on this parameter.	String	Text [0.0.TEXTA315]	n/a
time_sync_error_s	No information is provided on this parameter.	Integer number	Integer [0.0.NTGER313]	s
seq_number_modem	No information is provided on this parameter.	Integer number	Integer [0.0.NTGER313]	n/a
seq_number_firmware	No information is provided on this parameter.	Integer number	Integer [0.0.NTGER313]	n/a
temperature_wetbulb_stull2011_C	No information is provided on this parameter.	Decimal number	DecimalNumber [0.0.DCMLN314]	°C

Metadata of individual tables can be found in Annex 1.

Descriptive Measures

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
raw_data	24 - 45	n/a	BE_weather d…	n/a	n/a	n/a	RO_weather d…	184,065	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 0.0% )
country	2 - 2	n/a	BE	n/a	n/a	n/a	UK	184,065	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 0.0% )
device_type	8 - 18	n/a	Climatik	n/a	n/a	n/a	Weatherhelix	184,065	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )
DeviceID	3 - 3	176.1	164	164	182	182	219	184,065	70,705 ( 38.4% )	0 ( 0.0% )	0 ( 0.0% )	5 ( 0.0% )
unix_time	10 - 10	1,625,279,669.9	1,609,459,200	1,617,282,000	1,625,288,400	1,633,305,600	1,640,991,600	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	8,761 ( 4.8% )
timezone	1 - 5	5,754.5	0	3,600	7,200	7,200	10,800	184,065	157,111 ( 85.4% )	3,552 ( 1.9% )	0 ( 0.0% )	5 ( 0.0% )
datetime	19 - 19	n/a	2021-01-01 0…	n/a	n/a	n/a	2022-01-01 0…	184,065	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	69,084 ( 37.5% )
year	4 - 4	2,021.0	2,021	2,021	2,021	2,021	2,021	184,065	175,305 ( 95.2% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )
month	1 - 2	6.5	1	4	7	10	12	184,065	175,305 ( 95.2% )	0 ( 0.0% )	0 ( 0.0% )	13 ( 0.0% )
day	1 - 2	15.7	1	8	16	23	31	184,065	175,305 ( 95.2% )	0 ( 0.0% )	0 ( 0.0% )	32 ( 0.0% )
hour	1 - 2	12.5	1	6.25	12.5	18.75	24	184,065	175,305 ( 95.2% )	0 ( 0.0% )	0 ( 0.0% )	25 ( 0.0% )
location_name	0 - 15	n/a	84007004	n/a	n/a	n/a	UCLUJ	184,065	148,351 ( 80.6% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )
location_lat	9 - 9	48.8408064	46.759188	46.759188	46.967707	52.947616	52.947616	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )
location_long	8 - 9	10.1038098	-1.068273	-1.068273	7.399013	23.570373	23.570373	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )
temperature	1 - 6	29.957	-16	5.6	12.28	19.1	306.62	184,065	51,088 ( 27.8% )	4,716 ( 2.6% )	0 ( 0.0% )	5,949 ( 3.2% )
temperature_min	1 - 22	27.399900999999999839929	-16.1	4.1	10.4	17.1	305.5	184,065	43,751 ( 23.8% )	4,807 ( 2.6% )	0 ( 0.0% )	4,185 ( 2.3% )
temperature_max	1 - 22	28.122694880000000949849	-15.8	4.8	11	17.6	309.72	184,065	43,751 ( 23.8% )	4,729 ( 2.6% )	0 ( 0.0% )	4,202 ( 2.3% )
feels_like	1 - 6	100.874	-14.04	5.84	15.09	273.52	307.69	184,065	157,111 ( 85.4% )	11 ( 0.0% )	0 ( 0.0% )	6,391 ( 3.5% )
dew_point	1 - 6	24.514	-16.14	0	0.1	10.4	295.86	184,065	63,485 ( 34.5% )	51,174 ( 27.8% )	0 ( 0.0% )	5,643 ( 3.1% )
RH	1 - 4	76.44	0	67	83	92	100	184,065	0 ( 0.0% )	4,536 ( 2.5% )	0 ( 0.0% )	799 ( 0.4% )
atmpressure_pa	1 - 9	98,166.113	0	100,400	101,300	102,190	120,060	184,065	43,751 ( 23.8% )	4,400 ( 2.4% )	0 ( 0.0% )	8,123 ( 4.4% )
atmpressure_hpa	1 - 9	411.51953	0	0	0	1,016.78545	1,094	184,065	98,476 ( 53.5% )	51,088 ( 27.8% )	0 ( 0.0% )	6,602 ( 3.6% )
atmpressure_sealevel_Pa	1 - 5	10,867.4	0	0	0	0	99,640	184,065	116,331 ( 63.2% )	60,187 ( 32.7% )	0 ( 0.0% )	855 ( 0.5% )
atmpressure_sealevel_hPa	1 - 6	125.538	0	0	0	0	996.4	184,065	125,430 ( 68.1% )	51,088 ( 27.8% )	0 ( 0.0% )	855 ( 0.5% )
atmpressure_grndlevel	1 - 1	0.0	0	0	0	0	0	184,065	174,966 ( 95.1% )	9,099 ( 4.9% )	0 ( 0.0% )	2 ( 0.0% )
rain	1 - 5	65.435	0	0	24	133	255	184,065	15,196 ( 8.3% )	58,461 ( 31.8% )	0 ( 0.0% )	584 ( 0.3% )
rain_intval	2 - 2	29.2	10	10	10	60	60	184,065	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )
rain_3h	1 - 1	0.0	0	0	0	0	0	184,065	174,966 ( 95.1% )	9,099 ( 4.9% )	0 ( 0.0% )	2 ( 0.0% )
snow	1 - 5	0.026	0	0	0	0	23.37	184,065	174,640 ( 94.9% )	8,809 ( 4.8% )	0 ( 0.0% )	91 ( 0.0% )
snow_3h	1 - 1	0.0	0	0	0	0	0	184,065	174,966 ( 95.1% )	9,099 ( 4.9% )	0 ( 0.0% )	2 ( 0.0% )
rain_counter	1 - 1	0.0	0	0	0	0	0	184,065	78,252 ( 42.5% )	105,813 ( 57.5% )	0 ( 0.0% )	2 ( 0.0% )
rain_max	1 - 1	0.0	0	0	0	0	0	184,065	70,705 ( 38.4% )	113,360 ( 61.6% )	0 ( 0.0% )	2 ( 0.0% )
rain_gauge	1 - 3	0.19	0	0.2	0.2	0.2	0.2	184,065	78,252 ( 42.5% )	5,653 ( 3.1% )	0 ( 0.0% )	3 ( 0.0% )
valid_ticks	1 - 1	0.0	0	0	0	0	0	184,065	78,252 ( 42.5% )	105,813 ( 57.5% )	0 ( 0.0% )	2 ( 0.0% )
wind_speed_ms	1 - 5	1.197	0	0	0	2.06	32.4	184,065	122,120 ( 66.3% )	34,953 ( 19.0% )	0 ( 0.0% )	968 ( 0.5% )
wind_speed_kmh	1 - 1	0.0	0	0	0	0	9	184,065	149,074 ( 81.0% )	34,208 ( 18.6% )	0 ( 0.0% )	7 ( 0.0% )
wind_deg	1 - 3	131.1	0	59	115	189	360	184,065	122,120 ( 66.3% )	2,904 ( 1.6% )	0 ( 0.0% )	362 ( 0.2% )
wind_gust_ms	1 - 5	5.880	0	0	0.89	10.8	90	184,065	133,547 ( 72.6% )	24,955 ( 13.6% )	0 ( 0.0% )	158 ( 0.1% )
wind_gust_kmh	1 - 2	2.2	0	0	1	4	25	184,065	149,074 ( 81.0% )	15,788 ( 8.6% )	0 ( 0.0% )	18 ( 0.0% )
irradiance	1 - 4	101.3	0	0	2	98	1,152	184,065	35,714 ( 19.4% )	46,186 ( 25.1% )	0 ( 0.0% )	1,077 ( 0.6% )
energy_density	1 - 3	65.8	0	0	3	113	371	184,065	175,305 ( 95.2% )	4,110 ( 2.2% )	0 ( 0.0% )	361 ( 0.2% )
irradiance_max	1 - 4	112.9	0	0	2	106	1,394	184,065	70,705 ( 38.4% )	29,147 ( 15.8% )	0 ( 0.0% )	641 ( 0.3% )
clouds	1 - 3	52.6	0	20	75	90	100	184,065	157,111 ( 85.4% )	5,471 ( 3.0% )	0 ( 0.0% )	102 ( 0.1% )
visibility	1 - 5	8,692.5	0	9,999	10,000	10,000	10,000	184,065	162,812 ( 88.5% )	565 ( 0.3% )	0 ( 0.0% )	66 ( 0.0% )
carbon_dioxide	0 - 0	n/a		n/a	n/a	n/a		184,065	184,065 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.0% )
weather_id	3 - 3	730.1	200	701	800	803	804	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	31 ( 0.0% )
weather_main	0 - 12	n/a	Clear	n/a	n/a	n/a	Thunderstorm	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	11 ( 0.0% )
weather_description	0 - 28	n/a	broken cloud…	n/a	n/a	n/a	very heavy r…	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	32 ( 0.0% )
weather_icon	0 - 3	n/a	01d	n/a	n/a	n/a	50n	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	19 ( 0.0% )
battery	1 - 4	4.121	3.25	4.15	4.15	4.15	4.25	184,065	70,705 ( 38.4% )	0 ( 0.0% )	0 ( 0.0% )	22 ( 0.0% )
payload	0 - 23	n/a	x4aea4003933…	n/a	n/a	n/a	x731e0005ff2…	184,065	78,252 ( 42.5% )	0 ( 0.0% )	0 ( 0.0% )	100,133 ( 54.4% )
time_sync_error_s	1 - 4	17.3	-210	12	14	15	235	184,065	78,252 ( 42.5% )	41 ( 0.0% )	0 ( 0.0% )	231 ( 0.1% )
seq_number_modem	1 - 5	2,116.5	0	1,089	2,091	3,107	10,822	184,065	78,252 ( 42.5% )	26 ( 0.0% )	0 ( 0.0% )	5,263 ( 2.9% )
seq_number_firmware	0 - 0	n/a		n/a	n/a	n/a		184,065	184,065 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.0% )
temperature_wetbulb_stull2011_C	1 - 6	0.005	-12.61	0	0	0	10.92	184,065	125,430 ( 68.1% )	51,097 ( 27.8% )	0 ( 0.0% )	1,718 ( 0.9% )

Quality Measures

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
raw_data	100.00%	0.00%	NL_weather data 2021.csv	BE_weather data 2021.csv
country	100.00%	0.00%	NL	BE
device_type	100.00%	0.00%	Weatherhelix	Climatik
DeviceID	61.59%	0.00%	182	171
unix_time	14.64%	4.76%	1612144800	1609462800
timezone	14.64%	0.00%	7200	0
datetime	100.00%	37.53%	2021-02-01 02:00:00	2021-01-07 11:50:00
year	4.76%	0.00%	2021	2021
month	4.76%	0.01%	1	2
day	4.76%	0.02%	1	31
hour	4.76%	0.01%	1	1
location_name	19.40%	0.00%	n/a	84007004
location_lat	14.64%	0.00%	n/a	52.947616
location_long	14.64%	0.00%	n/a	-1.068273
temperature	72.24%	3.23%	n/a	-1.95
temperature_min	76.23%	2.27%	n/a	0.15
temperature_max	76.23%	2.28%	n/a	1.82
feels_like	14.64%	3.47%	n/a	-4.17
dew_point	65.51%	3.07%	n/a	-5.22
RH	100.00%	0.43%	0	14
atmpressure_pa	76.23%	4.41%	n/a	97555
atmpressure_hpa	46.50%	3.59%	n/a	1064
atmpressure_sealevel_Pa	36.80%	0.46%	0	95600
atmpressure_sealevel_hPa	31.86%	0.46%	n/a	956
atmpressure_grndlevel	4.94%	0.00%	0	0
rain	91.74%	0.32%	0	1.82
rain_intval	100.00%	0.00%	10	60
rain_3h	4.94%	0.00%	0	0
snow	5.12%	0.05%	n/a	0.94
snow_3h	4.94%	0.00%	0	0
rain_counter	57.49%	0.00%	0	0
rain_max	61.59%	0.00%	0	0
rain_gauge	57.49%	0.00%	0.2	0
valid_ticks	57.49%	0.00%	0	0
wind_speed_ms	33.65%	0.53%	n/a	12.07
wind_speed_kmh	19.01%	0.00%	0	6
wind_deg	33.65%	0.20%	0	339
wind_gust_ms	27.45%	0.09%	n/a	20.1
wind_gust_kmh	19.01%	0.01%	0	25
irradiance	80.60%	0.59%	0	1088
energy_density	4.76%	0.20%	0	348
irradiance_max	61.59%	0.35%	0	1198
clouds	14.64%	0.06%	75	70
visibility	11.55%	0.04%	10000	450
carbon_dioxide	0.00%	0.00%	n/a	n/a
weather_id	14.64%	0.02%	800	721
weather_main	14.64%	0.01%	n/a	Haze
weather_description	14.64%	0.02%	n/a	haze
weather_icon	14.64%	0.01%	n/a	11n
battery	61.59%	0.01%	4.15	3.35
payload	57.49%	54.40%	n/a	x7302010fb928f0020001ff
time_sync_error_s	57.49%	0.13%	14	-83
seq_number_modem	57.49%	2.86%	1275	4096
seq_number_firmware	0.00%	0.00%	n/a	n/a
temperature_wetbulb_stull2011_C	31.86%	0.93%	n/a	-5.12

Changes made to preparatory file

Changes made to data

Unresolved issues

data 2020 all countries

Parameter	Content
UID	BGDWT180.DTLLC377.0
Name	data 2020 all countries
IRI	https://app.pollinatorhub.eu/dataset-discovery/parts/BGDWT180.DTLLC377.0
Type	File
Licence	CC BY-NC-ND 4.0
Description	Table data 2020 all countries contains 145.838 records (43,88 MB) from 9 distinct raw data files, 8 distinct countries and 4 distinct device types assessing different parameters in different units and with different methods.

Metadata

Name	Description	Data type	Descriptor	Unit
raw_data	Name of the raw data file, obtained from the data provider.	String	Text [0.0.TEXTA315]	n/a
country	NUTS 2021 level 0 code of the location in which the weather station was based.	String	nuts2021Code [0.0.NTSCD55]	n/a
device_type	Type/model/name of the device/system, which was used acquire the data.	String	Text [0.0.TEXTA315]	n/a
DeviceID	Identifier of the device/system, which was used acquire the data.	String	applianceID [0.0.PPLNC488]	n/a
unix_time	Date and time in Unix time format, presumably giving the time at which data has been transmitted.	Integer number	unixTime [0.0.NXTME469]	n/a
timezone	Offset of local time in which the device is located from UTC, given in seconds.	String	utcOffset [0.0.TCFFS470]	s
datetime	Date and time in ISO 8601 format, presumably giving the time at which data has been transmitted.	Date and Time	calendarDateAndTime [0.0.DTNDT319]	n/a
year	Calendar year, presumably giving the time at which data has been transmitted.	Integer number	year [0.0.YEARA340]	year
month	Calendar month, presumably giving the time at which data has been transmitted.	Integer number	calendarMonth [0.0.CLNDR376]	n/a
day	Calendar day of month, presumably giving the time at which data has been transmitted.	Integer number	day [0.0.DAYAB382]	n/a
hour	Clock hour, presumably giving the time at which data has been transmitted.	Integer number	clock hour [0.0.HRFDY386]	n/a
location_name	Name of the location in which the device/system is located.	String	Text [0.0.TEXTA315]	n/a
location_lat	Geographic latitude of the location in which the device/system is located, given in WGS84 format in decimal degrees.	Decimal number	decimalLatitude [0.0.LTTDE333]	°
location_long	Geographic longitude of the location in which the device/system is located, given in WGS84 format in decimal degrees.	Decimal number	decimalLongitude [0.0.LNGTD332]	°
temperature	Not sufficiently specified by the data provider. Temperature measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval.	Decimal number	temperature [0.0.TMPRT394]	°C
temperature_min	Minimum temperature measured in the relevant interval.	Decimal number	temperature [0.0.TMPRT394]	°C
temperature_max	Maximum temperature measured in the relevant interval.	Decimal number	temperature [0.0.TMPRT394]	°C
feels_like	Temperature in account with the human perception of weather measured in the relevant interval.	Decimal number	temperature [0.0.TMPRT394]	°C
dew_point	Temperature of dew point, measured in the relevant interval.	Decimal number	temperature [0.0.TMPRT394]	°C
RH	Not sufficiently specified by the data provider. Relative humidity measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval.	Decimal number	relativeHumidity [0.0.RLTVH395]	%
atmpressure_pa	Not sufficiently specified by the data provider. Atmospheric pressure measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Measured in or converted to Pa.	Decimal number	atmosphericPressure [0.0.TMSPH396]	Pa
atmpressure_hpa	Not sufficiently specified by the data provider. Atmospheric pressure measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Measured in hPa.	Decimal number	atmosphericPressure [0.0.TMSPH396]
atmpressure_sealevel_Pa	Not sufficiently specified by the data provider. Equivalent sea level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_pa. Expressed in Pa.	Decimal number	atmosphericPressure [0.0.TMSPH396]	Pa
atmpressure_sealevel_hPa	Not sufficiently specified by the data provider. Equivalent sea level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_hpa. Expressed in hPa.	Decimal number	atmosphericPressure [0.0.TMSPH396]
atmpressure_grndlevel	Not sufficiently specified by the data provider. Ground level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_hpa. Expressed in hPa.	Decimal number	atmosphericPressure [0.0.TMSPH396]
rain	Not sufficiently specified by the data provider. Cumulative rainfall, presumably measured in the relvant measurement interval as the sum of all measurements.	Decimal number	rainfall [0.0.RNFLL471]	mm
rain_intval	Duration of the interval vor which the rainfall in column rain is reported.	Integer number	Integer [0.0.NTGER313]	min
rain_3h	Cumulative rainfall, measured in the three hours preceeding and including the relevant interval.	Decimal number	rainfall [0.0.RNFLL471]	mm
snow	Not sufficiently specified by the data provider.Cumulative snowfall, presumably measured in the relvant measurement interval as the sum of all measurements.	Decimal number	snowfall [0.0.SNWFL472]	mm
snow_3h	Cumulative snowfall, measured in the three hours preceeding and including the relevant interval.	Decimal number	snowfall [0.0.SNWFL472]	mm
rain_counter	No information is provided on this parameter.	Decimal number	DecimalNumber [0.0.DCMLN314]	n/a
rain_max	No information is provided on this parameter, presumably maximum rainfall intensity in the relevant interval, given in mm/h.	Decimal number	rainfallIntensity [0.0.RNFLL473]	mm h-1
rain_gauge	Rain gauge resolution, defined as the minimum amount of rain that a rain gauge can register, given in mm.	Decimal number	DecimalNumber [0.0.DCMLN314]	mm
valid_ticks	No information is provided on this parameter.	Integer number	Integer [0.0.NTGER313]	n/a
wind_speed_ms	Not sufficiently specified by the data provider. Wind speed measured in the relevant interval, either at any time during this interval (for example, at the very end) for a period of 2 min or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in or transformed to m/s.	Decimal number	windSpeed [0.0.WNDSP474]	m s-1
wind_speed_kmh	Not sufficiently specified by the data provider. Wind speed measured in the relevant interval, either at any time during this interval (for example, at the very end) for a period of 2 min or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in km/h.	Decimal number	windSpeed [0.0.WNDSP474]	km h-1
wind_deg	Not sufficiently specified by the data provider. Wind direction measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in degrees.	Integer number	windDirection [0.0.WNDDR475]	°
wind_gust_ms	Wind gust measured in the relevant interval. Given in or transformed to m/s.	Decimal number	windGust [0.0.WNDGS476]	m s-1
wind_gust_kmh	Wind gust measured in the relevant interval. Given in km/h.	Decimal number	windGust [0.0.WNDGS476]	km h-1
irradiance	Not sufficiently specified by the data provider. Solar irradiance measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. No information is provided on the range of wavelengths that are measured.	Decimal number	solarIrradiance [0.0.SLRRR477]	W m-2
energy_density	Not sufficiently specified by the data provider. Rate of solar radiation measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. No information is provided on the range of wavelengths that are measured.	Decimal number	rateOfSolarRadiation [0.0.RTFSL478]	J cm-2
irradiance_max	Maximum solar irradiance measured in the relevant interval.	Decimal number	solarIrradiance [0.0.SLRRR477]	W m-2
clouds	No information is provided on this parameter, presumably the part of the sky that is covered with clouds.	Integer number	Integer [0.0.NTGER313]	%
visibility	No information is provided on this parameter, presumably the visibility in the atmosphere for the human eye, given in m.	Integer number	Integer [0.0.NTGER313]	m
carbon_dioxide	No information is provided on this parameter.	Integer number	Integer [0.0.NTGER313]	n/a
weather_id	Internal weather condition code adopted by the provider of the weather data.	Integer number	Integer [0.0.NTGER313]	n/a
weather_main	Internal main group for the description of the weather adopted by the provider of the weather data.	String	Text [0.0.TEXTA315]	n/a
weather_description	Internal subgroup for the description of the weather adopted by the provider of the weather data.	String	Text [0.0.TEXTA315]	n/a
weather_icon	Internal code for icons describing the weather condistions, adopted by the provider of the weather data.	String	Text [0.0.TEXTA315]	n/a
battery	Voltage of the batteries of the device/system.	Decimal number	DecimalNumber [0.0.DCMLN314]	V
payload	No information is provided on this parameter.	String	Text [0.0.TEXTA315]	n/a
time_sync_error_s	No information is provided on this parameter.	Integer number	Integer [0.0.NTGER313]	s
seq_number_modem	No information is provided on this parameter.	Integer number	Integer [0.0.NTGER313]	n/a
seq_number_firmware	No information is provided on this parameter.	String	Text [0.0.TEXTA315]	n/a
temperature_wetbulb_stull2011_C	No information is provided on this parameter.	Decimal number	DecimalNumber [0.0.DCMLN314]	°C

Metadata of individual tables can be found in Annex 1.

Descriptive Measures

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
raw_data	24 - 41	n/a	BE_weather d…	n/a	n/a	n/a	RO_weather d…	145,838	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 0.0% )
country	2 - 2	n/a	BE	n/a	n/a	n/a	UK	145,838	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 0.0% )
device_type	8 - 18	n/a	Climatik	n/a	n/a	n/a	Weatherhelix	145,838	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )
DeviceID	3 - 3	172.3	164	164	171	182	182	145,838	77,990 ( 53.5% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )
unix_time	10 - 10	1,593,661,661.1	1,577,836,800	1,585,742,400	1,593,662,400	1,601,571,600	1,609,455,600	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	8,785 ( 6.0% )
timezone	1 - 5	5,683.4	0	3,600	7,200	7,200	10,800	145,838	119,055 ( 81.6% )	3,744 ( 2.6% )	0 ( 0.0% )	5 ( 0.0% )
datetime	19 - 19	n/a	2020-01-01 0…	n/a	n/a	n/a	2020-12-31 2…	145,838	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	57,653 ( 39.5% )
year	4 - 4	2,020.0	2,020	2,020	2,020	2,020	2,020	145,838	137,055 ( 94.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )
month	1 - 2	6.5	1	4	7	10	12	145,838	137,055 ( 94.0% )	0 ( 0.0% )	0 ( 0.0% )	13 ( 0.0% )
day	1 - 2	15.8	1	8	16	23	31	145,838	137,055 ( 94.0% )	0 ( 0.0% )	0 ( 0.0% )	32 ( 0.0% )
hour	1 - 2	12.5	1	6	12	18	24	145,838	137,055 ( 94.0% )	0 ( 0.0% )	0 ( 0.0% )	25 ( 0.0% )
location_name	0 - 15	n/a	84007004	n/a	n/a	n/a	UCLUJ	145,838	110,272 ( 75.6% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )
location_lat	9 - 9	48.8594320	46.759188	46.759188	46.967707	52.947616	52.947616	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )
location_long	8 - 9	10.0120545	-1.068273	-1.068273	7.399013	23.570373	23.570373	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )
temperature	1 - 6	61.707	-100	9	15	25.215	305.93	145,838	22,661 ( 15.5% )	58 ( 0.0% )	0 ( 0.0% )	6,424 ( 4.4% )
temperature_min	1 - 22	37.306928700000000276304	-100	7	12.19	19.2	303.46	145,838	51,207 ( 35.1% )	112 ( 0.1% )	0 ( 0.0% )	4,708 ( 3.2% )
temperature_max	1 - 22	38.686732669999997824561	-100	7.9	12.9	20.3	307.7	145,838	51,207 ( 35.1% )	45 ( 0.0% )	0 ( 0.0% )	4,444 ( 3.0% )
feels_like	1 - 6	100.737	-8.99	6.48	14.97	275.03	305.02	145,838	119,055 ( 81.6% )	10 ( 0.0% )	0 ( 0.0% )	6,575 ( 4.5% )
dew_point	1 - 6	39.634	-7.78	6.55	10.4	14.3	295.57	145,838	66,737 ( 45.8% )	31 ( 0.0% )	0 ( 0.0% )	5,393 ( 3.7% )
RH	1 - 4	76.55	0	64.8	82	91.8	100	145,838	0 ( 0.0% )	3 ( 0.0% )	0 ( 0.0% )	826 ( 0.6% )
atmpressure_pa	5 - 9	100,229.409	50,000	98,850	100,570	101,700	104,900	145,838	38,440 ( 26.4% )	0 ( 0.0% )	0 ( 0.0% )	20,205 ( 13.9% )
atmpressure_hpa	3 - 9	1,016.24168	970	1,009.8233	1,017.0732	1,023	1,049	145,838	96,394 ( 66.1% )	0 ( 0.0% )	0 ( 0.0% )	18,771 ( 12.9% )
atmpressure_sealevel_Pa	1 - 6	72,438.0	0	0	101,055	101,945	104,020	145,838	114,105 ( 78.2% )	9,072 ( 6.2% )	0 ( 0.0% )	1,220 ( 0.8% )
atmpressure_sealevel_hPa	3 - 7	1,014.375	977.45	1,008.6	1,016.4	1,021.25	1,040.2	145,838	123,177 ( 84.5% )	0 ( 0.0% )	0 ( 0.0% )	1,219 ( 0.8% )
atmpressure_grndlevel	1 - 1	0.0	0	0	0	0	0	145,838	136,766 ( 93.8% )	9,072 ( 6.2% )	0 ( 0.0% )	2 ( 0.0% )
rain	1 - 5	19.111	0	0	0	1	255	145,838	14,885 ( 10.2% )	78,437 ( 53.8% )	0 ( 0.0% )	603 ( 0.4% )
rain_intval	2 - 2	32.4	10	10	10	60	60	145,838	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )
rain_3h	1 - 3	0.03	0	0	0	0	17	145,838	136,575 ( 93.6% )	9,072 ( 6.2% )	0 ( 0.0% )	23 ( 0.0% )
snow	1 - 4	0.010	0	0	0	0	2	145,838	136,699 ( 93.7% )	8,927 ( 6.1% )	0 ( 0.0% )	55 ( 0.0% )
snow_3h	1 - 3	0.00	0	0	0	0	3	145,838	136,743 ( 93.8% )	9,072 ( 6.2% )	0 ( 0.0% )	9 ( 0.0% )
rain_counter	1 - 10	0.172750850	0	0	0	0	0.71372549	145,838	77,990 ( 53.5% )	51,426 ( 35.3% )	0 ( 0.0% )	3 ( 0.0% )
rain_max	1 - 1	0.0	0	0	0	0	0	145,838	77,990 ( 53.5% )	67,848 ( 46.5% )	0 ( 0.0% )	2 ( 0.0% )
rain_gauge	1 - 3	0.07	0	0	0	0.2	0.2	145,838	77,990 ( 53.5% )	45,186 ( 31.0% )	0 ( 0.0% )	3 ( 0.0% )
valid_ticks	1 - 1	0.0	0	0	0	0	0	145,838	77,990 ( 53.5% )	67,848 ( 46.5% )	0 ( 0.0% )	2 ( 0.0% )
wind_speed_ms	1 - 5	1.366	0	0	0.1	2.1	28.8	145,838	89,398 ( 61.3% )	28,218 ( 19.3% )	0 ( 0.0% )	171 ( 0.1% )
wind_speed_kmh	1 - 1	0.1	0	0	0	0	8	145,838	116,181 ( 79.7% )	27,685 ( 19.0% )	0 ( 0.0% )	7 ( 0.0% )
wind_deg	1 - 3	135.4	0	56	110	220	360	145,838	89,398 ( 61.3% )	328 ( 0.2% )	0 ( 0.0% )	362 ( 0.2% )
wind_gust_ms	1 - 5	5.854	0	0	0	10.8	115.2	145,838	89,486 ( 61.4% )	28,432 ( 19.5% )	0 ( 0.0% )	185 ( 0.1% )
wind_gust_kmh	1 - 2	2.6	0	0	1	4	32	145,838	116,181 ( 79.7% )	11,511 ( 7.9% )	0 ( 0.0% )	18 ( 0.0% )
irradiance	1 - 4	100.0	0	0	2	84	1,126	145,838	35,566 ( 24.4% )	31,131 ( 21.3% )	0 ( 0.0% )	1,061 ( 0.7% )
energy_density	1 - 3	67.6	0	0	3	115	364	145,838	137,055 ( 94.0% )	4,130 ( 2.8% )	0 ( 0.0% )	363 ( 0.2% )
irradiance_max	1 - 4	82.3	0	2	2	70	1,218	145,838	77,990 ( 53.5% )	12,335 ( 8.5% )	0 ( 0.0% )	563 ( 0.4% )
clouds	1 - 3	44.6	0	20	40	75	100	145,838	119,055 ( 81.6% )	5,181 ( 3.6% )	0 ( 0.0% )	102 ( 0.1% )
visibility	1 - 5	8,920.7	0	9,999	10,000	10,000	10,000	145,838	119,156 ( 81.7% )	155 ( 0.1% )	0 ( 0.0% )	67 ( 0.0% )
carbon_dioxide	0 - 0	n/a		n/a	n/a	n/a		145,838	145,838 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.0% )
weather_id	3 - 3	727.0	200	701	800	802	804	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	28 ( 0.0% )
weather_main	0 - 12	n/a	Clear	n/a	n/a	n/a	Thunderstorm	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	11 ( 0.0% )
weather_description	0 - 28	n/a	broken cloud…	n/a	n/a	n/a	very heavy r…	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	29 ( 0.0% )
weather_icon	0 - 3	n/a	01d	n/a	n/a	n/a	50n	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	19 ( 0.0% )
battery	1 - 4	4.169	3	4.15	4.15	4.2	4.25	145,838	65,223 ( 44.7% )	0 ( 0.0% )	0 ( 0.0% )	6 ( 0.0% )
payload	0 - 23	n/a	x	n/a	n/a	n/a	x7355810d052…	145,838	100,651 ( 69.0% )	0 ( 0.0% )	0 ( 0.0% )	44,675 ( 30.6% )
time_sync_error_s	1 - 4	8.8	-300	0	11	15	299	145,838	77,990 ( 53.5% )	22,689 ( 15.6% )	0 ( 0.0% )	599 ( 0.4% )
seq_number_modem	1 - 4	1,829.8	0	959.25	1,726	2,545.75	4,095	145,838	133,622 ( 91.6% )	2 ( 0.0% )	0 ( 0.0% )	4,097 ( 2.8% )
seq_number_firmware	0 - 0	n/a		n/a	n/a	n/a		145,838	145,838 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.0% )
temperature_wetbulb_stull2011_C	1 - 5	10.667	-4.35	7	10.66	14.21	24.67	145,838	123,177 ( 84.5% )	1 ( 0.0% )	0 ( 0.0% )	2,530 ( 1.7% )

Quality Measures

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
raw_data	100.00%	0.01%	PT_weather data 2020.csv	FR_weather data 2020.xlsx
country	100.00%	0.01%	PT	FR
device_type	100.00%	0.00%	Weatherhelix	Climatik
DeviceID	46.52%	0.00%	164	171
unix_time	18.36%	6.02%	1581616800	1577836800
timezone	18.36%	0.00%	7200	0
datetime	100.00%	39.53%	2020-08-18 13:00:00	2020-07-27 13:40:00
year	6.02%	0.00%	2020	2020
month	6.02%	0.01%	1	2
day	6.02%	0.02%	1	31
hour	6.02%	0.02%	1	24
location_name	24.39%	0.00%	n/a	84007004
location_lat	18.36%	0.00%	n/a	52.947616
location_long	18.36%	0.00%	n/a	-1.068273
temperature	84.46%	4.40%	n/a	-1.92
temperature_min	64.89%	3.23%	n/a	-4.22
temperature_max	64.89%	3.05%	n/a	7.35
feels_like	18.36%	4.51%	n/a	-3.26
dew_point	54.24%	3.70%	n/a	-2.47
RH	100.00%	0.57%	93	19.7
atmpressure_pa	73.64%	13.85%	n/a	95835
atmpressure_hpa	33.90%	12.87%	n/a	1011.8719
atmpressure_sealevel_Pa	21.76%	0.84%	0	103115
atmpressure_sealevel_hPa	15.54%	0.84%	n/a	1031.15
atmpressure_grndlevel	6.22%	0.00%	0	0
rain	89.79%	0.41%	0	2.93
rain_intval	100.00%	0.00%	10	60
rain_3h	6.35%	0.02%	n/a	7
snow	6.27%	0.04%	n/a	1.85
snow_3h	6.24%	0.01%	n/a	0.6
rain_counter	46.52%	0.00%	n/a	0.71372549
rain_max	46.52%	0.00%	0	0
rain_gauge	46.52%	0.00%	n/a	0.2
valid_ticks	46.52%	0.00%	0	0
wind_speed_ms	38.70%	0.12%	n/a	13.41
wind_speed_kmh	20.34%	0.00%	0	8
wind_deg	38.70%	0.25%	230	318
wind_gust_ms	38.64%	0.13%	n/a	18.9
wind_gust_kmh	20.34%	0.01%	0	32
irradiance	75.61%	0.73%	0	1053
energy_density	6.02%	0.25%	0	254
irradiance_max	46.52%	0.39%	2	960
clouds	18.36%	0.07%	75	78
visibility	18.30%	0.05%	10000	49
carbon_dioxide	0.00%	0.00%	n/a	n/a
weather_id	18.36%	0.02%	800	621
weather_main	18.36%	0.01%	n/a	Haze
weather_description	18.36%	0.02%	n/a	shower snow
weather_icon	18.36%	0.01%	n/a	11n
battery	55.28%	0.00%	n/a	3
payload	30.98%	30.63%	n/a	x7349c10d612e607a1701ff
time_sync_error_s	46.52%	0.41%	0	-82
seq_number_modem	8.38%	2.81%	438	76
seq_number_firmware	0.00%	0.00%	n/a	n/a
temperature_wetbulb_stull2011_C	15.54%	1.73%	n/a	16.98

Changes made to preparatory file

Changes made to data

Unresolved issues

References

Annex 1: Table column reports

data 2021 all countries

raw_data

Parameter	Content
Name	raw_data
Description	Name of the raw data file, obtained from the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
raw_data	24 - 45	n/a	BE_weather d…	n/a	n/a	n/a	RO_weather d…	184,065	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
raw_data	100.00%	0.00%	NL_weather data 2021.csv	BE_weather data 2021.csv

Data Distribution Top 20

country

Parameter	Content
Name	country
Description	NUTS level 0 code of the location in which the weather station was based.
Data type	String
Descriptor	eurostat:nuts2021Code [UID:0.0.NTSCD55]
Descriptor description	A NUTS code defined in the NUTS classification 2021, valid from 2021-01-01 to 2023-12-31, containing 92 regions at NUTS level 1, 244 regions at NUTS level 2 and 1165 regions at NUTS level 3 level.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTSCD55
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
country	2 - 2	n/a	BE	n/a	n/a	n/a	UK	184,065	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
country	100.00%	0.00%	NL	BE

Data Distribution Top 20

device_type

Parameter	Content
Name	device_type
Description	Type/model/name of the device/system, which was used acquire the data.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
device_type	8 - 18	n/a	Climatik	n/a	n/a	n/a	Weatherhelix	184,065	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
device_type	100.00%	0.00%	Weatherhelix	Climatik

Data Distribution Top 20

DeviceID

Parameter	Content
Name	DeviceID
Description	Identifier of the device/system, which was used acquire the data.
Data type	String
Descriptor	pms:applianceID [UID:0.0.PPLNC488]
Descriptor description	Unique sequence of characters associated with an appliance within a dataset.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.PPLNC488
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
DeviceID	3 - 3	176.1	164	164	182	182	219	184,065	70,705 ( 38.4% )	0 ( 0.0% )	0 ( 0.0% )	5 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
DeviceID	61.59%	0.00%	182	171

Data Distribution Top 20

Continuous Data Distribution

Outliers

unix_time

Parameter	Content
Name	unix_time
Description	Date and time in Unix time format, presumably giving the time at which data has been transmitted.
Data type	Integer number
Descriptor	pms:unixTime [UID:0.0.NXTME469]
Descriptor description	Unix time is a date and time representation widely used in computing. It measures time by the number of non-leap seconds that have elapsed since 00:00:00 UTC on 1 January 1970, the Unix epoch. [...] Unix time is sometimes referred to as Epoch time. This can be misleading since Unix time is not the only time system based on an epoch and the Unix epoch is not the only epoch used by other time systems.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NXTME469
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
unix_time	10 - 10	1,625,279,669.9	1,609,459,200	1,617,282,000	1,625,288,400	1,633,305,600	1,640,991,600	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	8,761 ( 4.8% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
unix_time	14.64%	4.76%	1612144800	1609462800

Continuous Data Distribution

Outliers

timezone

Parameter	Content
Name	timezone
Description	Offset of local time in which the device is located from UTC, given in seconds.
Data type	String
Descriptor	bipm:utcOffset [UID:0.0.TCFFS470]
Descriptor description	The UTC offset is the difference in hours and minutes between Coordinated Universal Time (UTC) and local solar time, at a particular place. This difference is expressed with respect to UTC and is generally shown in the format ±[hh]:[mm], ±[hh][mm], or ±[hh].
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TCFFS470
Unit	s

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
timezone	1 - 5	5,754.5	0	3,600	7,200	7,200	10,800	184,065	157,111 ( 85.4% )	3,552 ( 1.9% )	0 ( 0.0% )	5 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
timezone	14.64%	0.00%	7200	0

Data Distribution Top 20

Continuous Data Distribution

Outliers

datetime

Parameter	Content
Name	datetime
Description	Date and time in ISO 8601 format, presumably giving the time at which data has been transmitted.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
datetime	19 - 19	n/a	2021-01-01 0…	n/a	n/a	n/a	2022-01-01 0…	184,065	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	69,084 ( 37.5% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
datetime	100.00%	37.53%	2021-02-01 02:00:00	2021-01-07 11:50:00

year

Parameter	Content
Name	year
Description	Calendar year, presumably giving the time at which data has been transmitted.
Data type	Integer number
Descriptor	dwc:year [UID:0.0.YEARA340]
Descriptor description	A term from the Darwin Core standard: The four-digit year in which the dwc:Event occurred, according to the Common Era Calendar.
IRI	http://rs.tdwg.org/dwc/terms/year
Unit	year

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
year	4 - 4	2,021.0	2,021	2,021	2,021	2,021	2,021	184,065	175,305 ( 95.2% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
year	4.76%	0.00%	2021	2021

Data Distribution Top 20

Continuous Data Distribution

Outliers

month

Parameter	Content
Name	month
Description	Calendar month, presumably giving the time at which data has been transmitted.
Data type	Integer number
Descriptor	iso-8601:calendarMonth [UID:0.0.CLNDR376]
Descriptor description	time scale unit [...] resulting from a defined division of a calendar year [...], each containing a specific number of calendar days [...] Note 1 to entry: A calendar month is in common parlance often referred to as month, however in this document calendar month and month have different definitions.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.CLNDR376
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
month	1 - 2	6.5	1	4	7	10	12	184,065	175,305 ( 95.2% )	0 ( 0.0% )	0 ( 0.0% )	13 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
month	4.76%	0.01%	1	2

Data Distribution Top 20

Continuous Data Distribution

Outliers

day

Parameter	Content
Name	day
Description	Calendar day of month, presumably giving the time at which data has been transmitted.
Data type	Integer number
Descriptor	dwc:day [UID:0.0.DAYAB382]
Descriptor description	A term from the Darwin Core standard: The integer day of the month on which the dwc:Event occurred.
IRI	http://rs.tdwg.org/dwc/terms/day
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
day	1 - 2	15.7	1	8	16	23	31	184,065	175,305 ( 95.2% )	0 ( 0.0% )	0 ( 0.0% )	32 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
day	4.76%	0.02%	1	31

Data Distribution Top 20

Data Distribution Bottom 20

Outliers

hour

Parameter	Content
Name	hour
Description	Clock hour, presumably giving the time at which data has been transmitted.
Data type	Integer number
Descriptor	iso-8601:clock hour [UID:0.0.HRFDY386]
Descriptor description	time scale unit [...] whose duration [...] is one hour [...] Clock hour is in common parlance often referred to as hour, however in this document clock hour and hour have different definitions.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.HRFDY386
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
hour	1 - 2	12.5	1	6.25	12.5	18.75	24	184,065	175,305 ( 95.2% )	0 ( 0.0% )	0 ( 0.0% )	25 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
hour	4.76%	0.01%	1	1

Data Distribution Top 20

Data Distribution Bottom 20

Outliers

location_name

Parameter	Content
Name	location_name
Description	Name of the location in which the device/system is located.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
location_name	0 - 15	n/a	84007004	n/a	n/a	n/a	UCLUJ	184,065	148,351 ( 80.6% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
location_name	19.40%	0.00%	n/a	84007004

Data Distribution Top 20

location_lat

Parameter	Content
Name	location_lat
Description	Geographic latitude of the location in which the device/system is located, given in WGS84 format in decimal degrees.
Data type	Decimal number
Descriptor	dwc:decimalLatitude [UID:0.0.LTTDE333]
Descriptor description	A term from the Darwin Core standard: The geographic latitude (in decimal degrees, using the spatial reference system given in dwc:geodeticDatum) of the geographic center of a dcterms:Location. Positive values are north of the Equator, negative values are south of it. Legal values lie between -90 and 90, inclusive.
IRI	http://rs.tdwg.org/dwc/terms/decimalLatitude
Unit	°

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
location_lat	9 - 9	48.8408064	46.759188	46.759188	46.967707	52.947616	52.947616	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
location_lat	14.64%	0.00%	n/a	52.947616

Data Distribution Top 20

Continuous Data Distribution

Outliers

location_long

Parameter	Content
Name	location_long
Description	Geographic longitude of the location in which the device/system is located, given in WGS84 format in decimal degrees.
Data type	Decimal number
Descriptor	dwc:decimalLongitude [UID:0.0.LNGTD332]
Descriptor description	A term from the Darwin Core standard: The geographic longitude (in decimal degrees, using the spatial reference system given in dwc:geodeticDatum) of the geographic center of a dcterms:Location. Positive values are east of the Greenwich Meridian, negative values are west of it. Legal values lie between -180 and 180, inclusive.
IRI	http://rs.tdwg.org/dwc/terms/decimalLongitude
Unit	°

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
location_long	8 - 9	10.1038098	-1.068273	-1.068273	7.399013	23.570373	23.570373	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
location_long	14.64%	0.00%	n/a	-1.068273

Data Distribution Top 20

Continuous Data Distribution

Outliers

temperature

Parameter	Content
Name	temperature
Description	Not sufficiently specified by the data provider. Temperature measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval.
Data type	Decimal number
Descriptor	pms:temperature [UID:0.0.TMPRT394]
Descriptor description	The physical quantity Celsius temperature expressed in the derived SI unit with special name and symbol degree Celcius.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMPRT394
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
temperature	1 - 6	29.957	-16	5.6	12.28	19.1	306.62	184,065	51,088 ( 27.8% )	4,716 ( 2.6% )	0 ( 0.0% )	5,949 ( 3.2% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
temperature	72.24%	3.23%	n/a	-1.95

Continuous Data Distribution

Outliers

temperature_min

Parameter	Content
Name	temperature_min
Description	Minimum temperature measured in the relevant interval.
Data type	Decimal number
Descriptor	pms:temperature [UID:0.0.TMPRT394]
Descriptor description	The physical quantity Celsius temperature expressed in the derived SI unit with special name and symbol degree Celcius.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMPRT394
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
temperature_min	1 - 22	27.399900999999999839929	-16.1	4.1	10.4	17.1	305.5	184,065	43,751 ( 23.8% )	4,807 ( 2.6% )	0 ( 0.0% )	4,185 ( 2.3% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
temperature_min	76.23%	2.27%	n/a	0.15

Continuous Data Distribution

Outliers

temperature_max

Parameter	Content
Name	temperature_max
Description	Maximum temperature measured in the relevant interval.
Data type	Decimal number
Descriptor	pms:temperature [UID:0.0.TMPRT394]
Descriptor description	The physical quantity Celsius temperature expressed in the derived SI unit with special name and symbol degree Celcius.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMPRT394
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
temperature_max	1 - 22	28.122694880000000949849	-15.8	4.8	11	17.6	309.72	184,065	43,751 ( 23.8% )	4,729 ( 2.6% )	0 ( 0.0% )	4,202 ( 2.3% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
temperature_max	76.23%	2.28%	n/a	1.82

Continuous Data Distribution

Outliers

feels_like

Parameter	Content
Name	feels_like
Description	Temperature in account with the human perception of weather measured in the relevant interval.
Data type	Decimal number
Descriptor	pms:temperature [UID:0.0.TMPRT394]
Descriptor description	The physical quantity Celsius temperature expressed in the derived SI unit with special name and symbol degree Celcius.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMPRT394
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
feels_like	1 - 6	100.874	-14.04	5.84	15.09	273.52	307.69	184,065	157,111 ( 85.4% )	11 ( 0.0% )	0 ( 0.0% )	6,391 ( 3.5% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
feels_like	14.64%	3.47%	n/a	-4.17

Continuous Data Distribution

Outliers

dew_point

Parameter	Content
Name	dew_point
Description	Temperature of dew point, measured in the relevant interval.
Data type	Decimal number
Descriptor	pms:temperature [UID:0.0.TMPRT394]
Descriptor description	The physical quantity Celsius temperature expressed in the derived SI unit with special name and symbol degree Celcius.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMPRT394
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
dew_point	1 - 6	24.514	-16.14	0	0.1	10.4	295.86	184,065	63,485 ( 34.5% )	51,174 ( 27.8% )	0 ( 0.0% )	5,643 ( 3.1% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
dew_point	65.51%	3.07%	n/a	-5.22

Continuous Data Distribution

Outliers

RH

Parameter	Content
Name	RH
Description	Not sufficiently specified by the data provider. Relative humidity measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval.
Data type	Decimal number
Descriptor	pms:relativeHumidity [UID:0.0.RLTVH395]
Descriptor description	Relative humidity (RH) (expressed as a percent) also measures water vapor, but RELATIVE to the temperature of the air. In other words, it is a measure of the actual amount of water vapor in the air compared to the total amount of vapor that can exist in the air at its current temperature.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RLTVH395
Unit	%

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
RH	1 - 4	76.44	0	67	83	92	100	184,065	0 ( 0.0% )	4,536 ( 2.5% )	0 ( 0.0% )	799 ( 0.4% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
RH	100.00%	0.43%	0	14

Continuous Data Distribution

Outliers

atmpressure_pa

Parameter	Content
Name	atmpressure_pa
Description	Not sufficiently specified by the data provider. Atmospheric pressure measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Measured in or converted to Pa.
Data type	Decimal number
Descriptor	pms:atmosphericPressure [UID:0.0.TMSPH396]
Descriptor description	Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMSPH396
Unit	Pa

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
atmpressure_pa	1 - 9	98,166.113	0	100,400	101,300	102,190	120,060	184,065	43,751 ( 23.8% )	4,400 ( 2.4% )	0 ( 0.0% )	8,123 ( 4.4% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
atmpressure_pa	76.23%	4.41%	n/a	97555

Continuous Data Distribution

Outliers

atmpressure_hpa

Parameter	Content
Name	atmpressure_hpa
Description	Not sufficiently specified by the data provider. Atmospheric pressure measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Measured in hPa.
Data type	Decimal number
Descriptor	pms:atmosphericPressure [UID:0.0.TMSPH396]
Descriptor description	Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMSPH396
Unit

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
atmpressure_hpa	1 - 9	411.51953	0	0	0	1,016.78545	1,094	184,065	98,476 ( 53.5% )	51,088 ( 27.8% )	0 ( 0.0% )	6,602 ( 3.6% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
atmpressure_hpa	46.50%	3.59%	n/a	1064

Continuous Data Distribution

atmpressure_sealevel_Pa

Parameter	Content
Name	atmpressure_sealevel_Pa
Description	Not sufficiently specified by the data provider. Equivalent sea level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_pa. Expressed in Pa.
Data type	Decimal number
Descriptor	pms:atmosphericPressure [UID:0.0.TMSPH396]
Descriptor description	Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMSPH396
Unit	Pa

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
atmpressure_sealevel_Pa	1 - 5	10,867.4	0	0	0	0	99,640	184,065	116,331 ( 63.2% )	60,187 ( 32.7% )	0 ( 0.0% )	855 ( 0.5% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
atmpressure_sealevel_Pa	36.80%	0.46%	0	95600

Continuous Data Distribution

atmpressure_sealevel_hPa

Parameter	Content
Name	atmpressure_sealevel_hPa
Description	Equivalent sea level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_hpa. Expressed in hPa.
Data type	Decimal number
Descriptor	pms:atmosphericPressure [UID:0.0.TMSPH396]
Descriptor description	Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMSPH396
Unit

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
atmpressure_sealevel_hPa	1 - 6	125.538	0	0	0	0	996.4	184,065	125,430 ( 68.1% )	51,088 ( 27.8% )	0 ( 0.0% )	855 ( 0.5% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
atmpressure_sealevel_hPa	31.86%	0.46%	n/a	956

Continuous Data Distribution

atmpressure_grndlevel

Parameter	Content
Name	atmpressure_grndlevel
Description	Not sufficiently specified by the data provider. Ground level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_hpa. Expressed in hPa.
Data type	Decimal number
Descriptor	pms:atmosphericPressure [UID:0.0.TMSPH396]
Descriptor description	Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMSPH396
Unit

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
atmpressure_grndlevel	1 - 1	0.0	0	0	0	0	0	184,065	174,966 ( 95.1% )	9,099 ( 4.9% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
atmpressure_grndlevel	4.94%	0.00%	0	0

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Continuous Data Distribution

rain

Parameter	Content
Name	rain
Description	Not sufficiently specified by the data provider. Cumulative rainfall, presumably measured in the relvant measurement interval as the sum of all measurements.
Data type	Decimal number
Descriptor	pms:rainfall [UID:0.0.RNFLL471]
Descriptor description	The amount of precipitation of any type (including the liquid equivalent of frozen hydrometeors); usually taken as that amount measured by means of a rain gauge (thus a small, varying amount of direct condensation is included). A more accurate term would be precipitation or precipitation amount. However, the broad use of "rainfall" is firmly established in meteorology, especially in hydrologic and climatological literature. Its best utilization would confine it to liquid precipitation, and so would provide a distinction between precipitation immediately accessible to soil and streams and that delayed in storage as snow or ice on the earth's surface.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RNFLL471
Unit	mm

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain	1 - 5	65.435	0	0	24	133	255	184,065	15,196 ( 8.3% )	58,461 ( 31.8% )	0 ( 0.0% )	584 ( 0.3% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain	91.74%	0.32%	0	1.82

Continuous Data Distribution

Outliers

rain_intval

Parameter	Content
Name	rain_intval
Description	Duration of the interval vor which the rainfall in column rain is reported.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	min

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain_intval	2 - 2	29.2	10	10	10	60	60	184,065	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain_intval	100.00%	0.00%	10	60

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Continuous Data Distribution

Outliers

rain_3h

Parameter	Content
Name	rain_3h
Description	Cumulative rainfall, measured in the three hours preceeding and including the relevant interval.
Data type	Decimal number
Descriptor	pms:rainfall [UID:0.0.RNFLL471]
Descriptor description	The amount of precipitation of any type (including the liquid equivalent of frozen hydrometeors); usually taken as that amount measured by means of a rain gauge (thus a small, varying amount of direct condensation is included). A more accurate term would be precipitation or precipitation amount. However, the broad use of "rainfall" is firmly established in meteorology, especially in hydrologic and climatological literature. Its best utilization would confine it to liquid precipitation, and so would provide a distinction between precipitation immediately accessible to soil and streams and that delayed in storage as snow or ice on the earth's surface.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RNFLL471
Unit	mm

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain_3h	1 - 1	0.0	0	0	0	0	0	184,065	174,966 ( 95.1% )	9,099 ( 4.9% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain_3h	4.94%	0.00%	0	0

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Continuous Data Distribution

snow

Parameter	Content
Name	snow
Description	Not sufficiently specified by the data provider.Cumulative snowfall, presumably measured in the relvant measurement interval as the sum of all measurements.
Data type	Decimal number
Descriptor	pms:snowfall [UID:0.0.SNWFL472]
Descriptor description	Precipitation composed of white or translucent ice crystals, chiefly in complex branch hexagonal form and often agglomerated into snowflakes. For weather-observing purposes, the intensity of snow is characterized as 1) light when the visibility is 1 km (5/8 statute mile) or more; 2) moderate when the visibility is less than 1 km (5/8 statute mile) but not less than 1/2 km (5/16 statute mile); and 3) heavy when the visibility is less than 1/2 km (5/16 statute mile).
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SNWFL472
Unit	mm

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
snow	1 - 5	0.026	0	0	0	0	23.37	184,065	174,640 ( 94.9% )	8,809 ( 4.8% )	0 ( 0.0% )	91 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
snow	5.12%	0.05%	n/a	0.94

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snow_3h

Parameter	Content
Name	snow_3h
Description	Cumulative snowfall, measured in the three hours preceeding and including the relevant interval.
Data type	Decimal number
Descriptor	pms:snowfall [UID:0.0.SNWFL472]
Descriptor description	Precipitation composed of white or translucent ice crystals, chiefly in complex branch hexagonal form and often agglomerated into snowflakes. For weather-observing purposes, the intensity of snow is characterized as 1) light when the visibility is 1 km (5/8 statute mile) or more; 2) moderate when the visibility is less than 1 km (5/8 statute mile) but not less than 1/2 km (5/16 statute mile); and 3) heavy when the visibility is less than 1/2 km (5/16 statute mile).
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SNWFL472
Unit	mm

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
snow_3h	1 - 1	0.0	0	0	0	0	0	184,065	174,966 ( 95.1% )	9,099 ( 4.9% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
snow_3h	4.94%	0.00%	0	0

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Continuous Data Distribution

rain_counter

Parameter	Content
Name	rain_counter
Description	No information is provided on this parameter.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain_counter	1 - 1	0.0	0	0	0	0	0	184,065	78,252 ( 42.5% )	105,813 ( 57.5% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain_counter	57.49%	0.00%	0	0

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Continuous Data Distribution

rain_max

Parameter	Content
Name	rain_max
Description	No information is provided on this parameter, presumably maximum rainfall intensity in the relevant interval, given in mm/h.
Data type	Decimal number
Descriptor	pms:rainfallIntensity [UID:0.0.RNFLL473]
Descriptor description	The rate of precipitation, usually expressed in millimeters or inches per hour.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RNFLL473
Unit	mm h-1

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain_max	1 - 1	0.0	0	0	0	0	0	184,065	70,705 ( 38.4% )	113,360 ( 61.6% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain_max	61.59%	0.00%	0	0

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Continuous Data Distribution

rain_gauge

Parameter	Content
Name	rain_gauge
Description	Rain gauge resolution, defined as the minimum amount of rain that a rain gauge can register, given in mm.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	mm

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain_gauge	1 - 3	0.19	0	0.2	0.2	0.2	0.2	184,065	78,252 ( 42.5% )	5,653 ( 3.1% )	0 ( 0.0% )	3 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain_gauge	57.49%	0.00%	0.2	0

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Continuous Data Distribution

Outliers

valid_ticks

Parameter	Content
Name	valid_ticks
Description	No information is provided on this parameter.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
valid_ticks	1 - 1	0.0	0	0	0	0	0	184,065	78,252 ( 42.5% )	105,813 ( 57.5% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
valid_ticks	57.49%	0.00%	0	0

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Continuous Data Distribution

wind_speed_ms

Parameter	Content
Name	wind_speed_ms
Description	Not sufficiently specified by the data provider. Wind speed measured in the relevant interval, either at any time during this interval (for example, at the very end) for a period of 2 min or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in or transformed to m/s.
Data type	Decimal number
Descriptor	pms:windSpeed [UID:0.0.WNDSP474]
Descriptor description	The rate at which air is moving horizontally past a given point. It may be a 2-minute average speed (reported as wind speed) or an instantaneous speed (reported as a peak wind speed, wind gust, or squall).
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.WNDSP474
Unit	m s-1

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
wind_speed_ms	1 - 5	1.197	0	0	0	2.06	32.4	184,065	122,120 ( 66.3% )	34,953 ( 19.0% )	0 ( 0.0% )	968 ( 0.5% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
wind_speed_ms	33.65%	0.53%	n/a	12.07

Continuous Data Distribution

wind_speed_kmh

Parameter	Content
Name	wind_speed_kmh
Description	Not sufficiently specified by the data provider. Wind speed measured in the relevant interval, either at any time during this interval (for example, at the very end) for a period of 2 min or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in km/h.
Data type	Decimal number
Descriptor	pms:windSpeed [UID:0.0.WNDSP474]
Descriptor description	The rate at which air is moving horizontally past a given point. It may be a 2-minute average speed (reported as wind speed) or an instantaneous speed (reported as a peak wind speed, wind gust, or squall).
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.WNDSP474
Unit	km h-1

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
wind_speed_kmh	1 - 1	0.0	0	0	0	0	9	184,065	149,074 ( 81.0% )	34,208 ( 18.6% )	0 ( 0.0% )	7 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
wind_speed_kmh	19.01%	0.00%	0	6

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Continuous Data Distribution

wind_deg

Parameter	Content
Name	wind_deg
Description	Not sufficiently specified by the data provider. Wind direction measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in degrees.
Data type	Integer number
Descriptor	pms:windDirection [UID:0.0.WNDDR475]
Descriptor description	The true direction from which the wind is blowing at a given location (i.e., wind blowing from the north to the south is a north wind). It is normally measured in tens of degrees from 10 degrees clockwise through 360 degrees. North is 360 degrees. A wind direction of 0 degrees is only used when wind is calm.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.WNDDR475
Unit	°

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
wind_deg	1 - 3	131.1	0	59	115	189	360	184,065	122,120 ( 66.3% )	2,904 ( 1.6% )	0 ( 0.0% )	362 ( 0.2% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
wind_deg	33.65%	0.20%	0	339

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Data Distribution Bottom 20

Outliers

wind_gust_ms

Parameter	Content
Name	wind_gust_ms
Description	Wind gust measured in the relevant interval. Given in or transformed to m/s.
Data type	Decimal number
Descriptor	pms:windGust [UID:0.0.WNDGS476]
Descriptor description	Rapid fluctuations in the wind speed with a variation of 10 knots or more between peaks and lulls. The speed of the gust will be the maximum instantaneous wind speed.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.WNDGS476
Unit	m s-1

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
wind_gust_ms	1 - 5	5.880	0	0	0.89	10.8	90	184,065	133,547 ( 72.6% )	24,955 ( 13.6% )	0 ( 0.0% )	158 ( 0.1% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
wind_gust_ms	27.45%	0.09%	n/a	20.1

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Outliers

wind_gust_kmh

Parameter	Content
Name	wind_gust_kmh
Description	Wind gust measured in the relevant interval. Given in km/h.
Data type	Decimal number
Descriptor	pms:windGust [UID:0.0.WNDGS476]
Descriptor description	Rapid fluctuations in the wind speed with a variation of 10 knots or more between peaks and lulls. The speed of the gust will be the maximum instantaneous wind speed.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.WNDGS476
Unit	km h-1

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
wind_gust_kmh	1 - 2	2.2	0	0	1	4	25	184,065	149,074 ( 81.0% )	15,788 ( 8.6% )	0 ( 0.0% )	18 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
wind_gust_kmh	19.01%	0.01%	0	25

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Continuous Data Distribution

Outliers

irradiance

Parameter	Content
Name	irradiance
Description	Not sufficiently specified by the data provider. Solar irradiance measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. No information is provided on the range of wavelengths that are measured.
Data type	Decimal number
Descriptor	pms:solarIrradiance [UID:0.0.SLRRR477]
Descriptor description	Solar irradiance is the power per unit area (surface power density) received from the Sun in the form of electromagnetic radiation in the wavelength range of the measuring instrument. Solar irradiance is measured in watts per square metre (W/m2) in SI units.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SLRRR477
Unit	W m-2

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
irradiance	1 - 4	101.3	0	0	2	98	1,152	184,065	35,714 ( 19.4% )	46,186 ( 25.1% )	0 ( 0.0% )	1,077 ( 0.6% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
irradiance	80.60%	0.59%	0	1088

Continuous Data Distribution

Outliers

energy_density

Parameter	Content
Name	energy_density
Description	Not sufficiently specified by the data provider. Rate of solar radiation measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. No information is provided on the range of wavelengths that are measured.
Data type	Decimal number
Descriptor	pms:rateOfSolarRadiation [UID:0.0.RTFSL478]
Descriptor description	The langley (Ly) is a unit of heat transmission, especially used to express the rate of solar radiation (or insolation) received by the earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RTFSL478
Unit	J cm-2

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
energy_density	1 - 3	65.8	0	0	3	113	371	184,065	175,305 ( 95.2% )	4,110 ( 2.2% )	0 ( 0.0% )	361 ( 0.2% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
energy_density	4.76%	0.20%	0	348

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Outliers

irradiance_max

Parameter	Content
Name	irradiance_max
Description	Maximum [irradiance](solar irradiance) measured in the relevant interval.
Data type	Decimal number
Descriptor	pms:solarIrradiance [UID:0.0.SLRRR477]
Descriptor description	Solar irradiance is the power per unit area (surface power density) received from the Sun in the form of electromagnetic radiation in the wavelength range of the measuring instrument. Solar irradiance is measured in watts per square metre (W/m2) in SI units.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SLRRR477
Unit	W m-2

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
irradiance_max	1 - 4	112.9	0	0	2	106	1,394	184,065	70,705 ( 38.4% )	29,147 ( 15.8% )	0 ( 0.0% )	641 ( 0.3% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
irradiance_max	61.59%	0.35%	0	1198

Continuous Data Distribution

Outliers

clouds

Parameter	Content
Name	clouds
Description	No information is provided on this parameter, presumably the part of the sky that is covered with clouds.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	%

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
clouds	1 - 3	52.6	0	20	75	90	100	184,065	157,111 ( 85.4% )	5,471 ( 3.0% )	0 ( 0.0% )	102 ( 0.1% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
clouds	14.64%	0.06%	75	70

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Outliers

visibility

Parameter	Content
Name	visibility
Description	No information is provided on this parameter, presumably the visibility in the atmosphere for the human eye, given in m.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	m

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
visibility	1 - 5	8,692.5	0	9,999	10,000	10,000	10,000	184,065	162,812 ( 88.5% )	565 ( 0.3% )	0 ( 0.0% )	66 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
visibility	11.55%	0.04%	10000	450

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Outliers

carbon_dioxide

Parameter	Content
Name	carbon_dioxide
Description	No information is provided on this parameter.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
carbon_dioxide	0 - 0	n/a		n/a	n/a	n/a		184,065	184,065 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
carbon_dioxide	0.00%	0.00%	n/a	n/a

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weather_id

Parameter	Content
Name	weather_id
Description	Internal weather condition code adopted by the provider of the weather data.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
weather_id	3 - 3	730.1	200	701	800	803	804	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	31 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
weather_id	14.64%	0.02%	800	721

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Outliers

weather_main

Parameter	Content
Name	weather_main
Description	Internal main group for the description of the weather adopted by the provider of the weather data.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
weather_main	0 - 12	n/a	Clear	n/a	n/a	n/a	Thunderstorm	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	11 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
weather_main	14.64%	0.01%	n/a	Haze

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weather_description

Parameter	Content
Name	weather_description
Description	Internal subgroup for the description of the weather adopted by the provider of the weather data.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
weather_description	0 - 28	n/a	broken cloud…	n/a	n/a	n/a	very heavy r…	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	32 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
weather_description	14.64%	0.02%	n/a	haze

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Data Distribution Bottom 20

weather_icon

Parameter	Content
Name	weather_icon
Description	Internal code for icons describing the weather condistions, adopted by the provider of the weather data.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
weather_icon	0 - 3	n/a	01d	n/a	n/a	n/a	50n	184,065	157,111 ( 85.4% )	0 ( 0.0% )	0 ( 0.0% )	19 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
weather_icon	14.64%	0.01%	n/a	11n

Data Distribution Top 20

battery

Parameter	Content
Name	battery
Description	Voltage of the batteries of the device/system.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	V

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
battery	1 - 4	4.121	3.25	4.15	4.15	4.15	4.25	184,065	70,705 ( 38.4% )	0 ( 0.0% )	0 ( 0.0% )	22 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
battery	61.59%	0.01%	4.15	3.35

Data Distribution Top 20

Data Distribution Bottom 20

Outliers

payload

Parameter	Content
Name	payload
Description	No information is provided on this parameter.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
payload	0 - 23	n/a	x4aea4003933…	n/a	n/a	n/a	x731e0005ff2…	184,065	78,252 ( 42.5% )	0 ( 0.0% )	0 ( 0.0% )	100,133 ( 54.4% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
payload	57.49%	54.40%	n/a	x7302010fb928f0020001ff

time_sync_error_s

Parameter	Content
Name	time_sync_error_s
Description	No information is provided on this parameter.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	s

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
time_sync_error_s	1 - 4	17.3	-210	12	14	15	235	184,065	78,252 ( 42.5% )	41 ( 0.0% )	0 ( 0.0% )	231 ( 0.1% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
time_sync_error_s	57.49%	0.13%	14	-83

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Data Distribution Bottom 20

Outliers

seq_number_modem

Parameter	Content
Name	seq_number_modem
Description	No information is provided on this parameter.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
seq_number_modem	1 - 5	2,116.5	0	1,089	2,091	3,107	10,822	184,065	78,252 ( 42.5% )	26 ( 0.0% )	0 ( 0.0% )	5,263 ( 2.9% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
seq_number_modem	57.49%	2.86%	1275	4096

Continuous Data Distribution

Outliers

seq_number_firmware

Parameter	Content
Name	seq_number_firmware
Description	No information is provided on this parameter.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
seq_number_firmware	0 - 0	n/a		n/a	n/a	n/a		184,065	184,065 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
seq_number_firmware	0.00%	0.00%	n/a	n/a

Data Distribution Top 20

temperature_wetbulb_stull2011_C

Parameter	Content
Name	temperature_wetbulb_stull2011_C
Description	No information is provided on this parameter.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
temperature_wetbulb_stull2011_C	1 - 6	0.005	-12.61	0	0	0	10.92	184,065	125,430 ( 68.1% )	51,097 ( 27.8% )	0 ( 0.0% )	1,718 ( 0.9% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
temperature_wetbulb_stull2011_C	31.86%	0.93%	n/a	-5.12

Continuous Data Distribution

Changes made to preparatory file

Changes made to data

Unresolved issues

data 2020 all countries

raw_data

Parameter	Content
Name	raw_data
Description	Name of the raw data file, obtained from the data provider.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
raw_data	24 - 41	n/a	BE_weather d…	n/a	n/a	n/a	RO_weather d…	145,838	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	9 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
raw_data	100.00%	0.01%	PT_weather data 2020.csv	FR_weather data 2020.xlsx

Data Distribution Top 20

country

Parameter	Content
Name	country
Description	NUTS 2021 level 0 code of the location in which the weather station was based.
Data type	String
Descriptor	eurostat:nuts2021Code [UID:0.0.NTSCD55]
Descriptor description	A NUTS code defined in the NUTS classification 2021, valid from 2021-01-01 to 2023-12-31, containing 92 regions at NUTS level 1, 244 regions at NUTS level 2 and 1165 regions at NUTS level 3 level.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTSCD55
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
country	2 - 2	n/a	BE	n/a	n/a	n/a	UK	145,838	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	8 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
country	100.00%	0.01%	PT	FR

Data Distribution Top 20

device_type

Parameter	Content
Name	device_type
Description	Type/model/name of the device/system, which was used acquire the data.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
device_type	8 - 18	n/a	Climatik	n/a	n/a	n/a	Weatherhelix	145,838	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
device_type	100.00%	0.00%	Weatherhelix	Climatik

Data Distribution Top 20

DeviceID

Parameter	Content
Name	DeviceID
Description	Identifier of the device/system, which was used acquire the data.
Data type	String
Descriptor	pms:applianceID [UID:0.0.PPLNC488]
Descriptor description	Unique sequence of characters associated with an appliance within a dataset.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.PPLNC488
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
DeviceID	3 - 3	172.3	164	164	171	182	182	145,838	77,990 ( 53.5% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
DeviceID	46.52%	0.00%	164	171

Data Distribution Top 20

Continuous Data Distribution

Outliers

unix_time

Parameter	Content
Name	unix_time
Description	Date and time in Unix time format, presumably giving the time at which data has been transmitted.
Data type	Integer number
Descriptor	pms:unixTime [UID:0.0.NXTME469]
Descriptor description	Unix time is a date and time representation widely used in computing. It measures time by the number of non-leap seconds that have elapsed since 00:00:00 UTC on 1 January 1970, the Unix epoch. [...] Unix time is sometimes referred to as Epoch time. This can be misleading since Unix time is not the only time system based on an epoch and the Unix epoch is not the only epoch used by other time systems.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NXTME469
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
unix_time	10 - 10	1,593,661,661.1	1,577,836,800	1,585,742,400	1,593,662,400	1,601,571,600	1,609,455,600	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	8,785 ( 6.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
unix_time	18.36%	6.02%	1581616800	1577836800

Continuous Data Distribution

Outliers

timezone

Parameter	Content
Name	timezone
Description	Offset of local time in which the device is located from UTC, given in seconds.
Data type	String
Descriptor	bipm:utcOffset [UID:0.0.TCFFS470]
Descriptor description	The UTC offset is the difference in hours and minutes between Coordinated Universal Time (UTC) and local solar time, at a particular place. This difference is expressed with respect to UTC and is generally shown in the format ±[hh]:[mm], ±[hh][mm], or ±[hh].
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TCFFS470
Unit	s

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
timezone	1 - 5	5,683.4	0	3,600	7,200	7,200	10,800	145,838	119,055 ( 81.6% )	3,744 ( 2.6% )	0 ( 0.0% )	5 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
timezone	18.36%	0.00%	7200	0

Data Distribution Top 20

Continuous Data Distribution

Outliers

datetime

Parameter	Content
Name	datetime
Description	Date and time in ISO 8601 format, presumably giving the time at which data has been transmitted.
Data type	Date and Time
Descriptor	iso-8601:calendarDateAndTime [UID:0.0.DTNDT319]
Descriptor description	date and time representation [...] that includes all the time scale components [...] associated with the expression [...]
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DTNDT319
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
datetime	19 - 19	n/a	2020-01-01 0…	n/a	n/a	n/a	2020-12-31 2…	145,838	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	57,653 ( 39.5% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
datetime	100.00%	39.53%	2020-08-18 13:00:00	2020-07-27 13:40:00

year

Parameter	Content
Name	year
Description	Calendar year, presumably giving the time at which data has been transmitted.
Data type	Integer number
Descriptor	dwc:year [UID:0.0.YEARA340]
Descriptor description	A term from the Darwin Core standard: The four-digit year in which the dwc:Event occurred, according to the Common Era Calendar.
IRI	http://rs.tdwg.org/dwc/terms/year
Unit	year

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
year	4 - 4	2,020.0	2,020	2,020	2,020	2,020	2,020	145,838	137,055 ( 94.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
year	6.02%	0.00%	2020	2020

Data Distribution Top 20

Continuous Data Distribution

Outliers

month

Parameter	Content
Name	month
Description	Calendar month, presumably giving the time at which data has been transmitted.
Data type	Integer number
Descriptor	iso-8601:calendarMonth [UID:0.0.CLNDR376]
Descriptor description	time scale unit [...] resulting from a defined division of a calendar year [...], each containing a specific number of calendar days [...] Note 1 to entry: A calendar month is in common parlance often referred to as month, however in this document calendar month and month have different definitions.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.CLNDR376
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
month	1 - 2	6.5	1	4	7	10	12	145,838	137,055 ( 94.0% )	0 ( 0.0% )	0 ( 0.0% )	13 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
month	6.02%	0.01%	1	2

Data Distribution Top 20

Continuous Data Distribution

Outliers

day

Parameter	Content
Name	day
Description	Calendar day of month, presumably giving the time at which data has been transmitted.
Data type	Integer number
Descriptor	dwc:day [UID:0.0.DAYAB382]
Descriptor description	A term from the Darwin Core standard: The integer day of the month on which the dwc:Event occurred.
IRI	http://rs.tdwg.org/dwc/terms/day
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
day	1 - 2	15.8	1	8	16	23	31	145,838	137,055 ( 94.0% )	0 ( 0.0% )	0 ( 0.0% )	32 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
day	6.02%	0.02%	1	31

Data Distribution Top 20

Data Distribution Bottom 20

Outliers

hour

Parameter	Content
Name	hour
Description	Clock hour, presumably giving the time at which data has been transmitted.
Data type	Integer number
Descriptor	iso-8601:clock hour [UID:0.0.HRFDY386]
Descriptor description	time scale unit [...] whose duration [...] is one hour [...] Clock hour is in common parlance often referred to as hour, however in this document clock hour and hour have different definitions.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.HRFDY386
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
hour	1 - 2	12.5	1	6	12	18	24	145,838	137,055 ( 94.0% )	0 ( 0.0% )	0 ( 0.0% )	25 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
hour	6.02%	0.02%	1	24

Data Distribution Top 20

Data Distribution Bottom 20

Outliers

location_name

Parameter	Content
Name	location_name
Description	Name of the location in which the device/system is located.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
location_name	0 - 15	n/a	84007004	n/a	n/a	n/a	UCLUJ	145,838	110,272 ( 75.6% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
location_name	24.39%	0.00%	n/a	84007004

Data Distribution Top 20

location_lat

Parameter	Content
Name	location_lat
Description	Geographic latitude of the location in which the device/system is located, given in WGS84 format in decimal degrees.
Data type	Decimal number
Descriptor	dwc:decimalLatitude [UID:0.0.LTTDE333]
Descriptor description	A term from the Darwin Core standard: The geographic latitude (in decimal degrees, using the spatial reference system given in dwc:geodeticDatum) of the geographic center of a dcterms:Location. Positive values are north of the Equator, negative values are south of it. Legal values lie between -90 and 90, inclusive.
IRI	http://rs.tdwg.org/dwc/terms/decimalLatitude
Unit	°

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
location_lat	9 - 9	48.8594320	46.759188	46.759188	46.967707	52.947616	52.947616	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
location_lat	18.36%	0.00%	n/a	52.947616

Data Distribution Top 20

Continuous Data Distribution

Outliers

location_long

Parameter	Content
Name	location_long
Description	Geographic longitude of the location in which the device/system is located, given in WGS84 format in decimal degrees.
Data type	Decimal number
Descriptor	dwc:decimalLongitude [UID:0.0.LNGTD332]
Descriptor description	A term from the Darwin Core standard: The geographic longitude (in decimal degrees, using the spatial reference system given in dwc:geodeticDatum) of the geographic center of a dcterms:Location. Positive values are east of the Greenwich Meridian, negative values are west of it. Legal values lie between -180 and 180, inclusive.
IRI	http://rs.tdwg.org/dwc/terms/decimalLongitude
Unit	°

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
location_long	8 - 9	10.0120545	-1.068273	-1.068273	7.399013	23.570373	23.570373	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	4 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
location_long	18.36%	0.00%	n/a	-1.068273

Data Distribution Top 20

Continuous Data Distribution

Outliers

temperature

Parameter	Content
Name	temperature
Description	Not sufficiently specified by the data provider. Temperature measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval.
Data type	Decimal number
Descriptor	pms:temperature [UID:0.0.TMPRT394]
Descriptor description	The physical quantity Celsius temperature expressed in the derived SI unit with special name and symbol degree Celcius.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMPRT394
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
temperature	1 - 6	61.707	-100	9	15	25.215	305.93	145,838	22,661 ( 15.5% )	58 ( 0.0% )	0 ( 0.0% )	6,424 ( 4.4% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
temperature	84.46%	4.40%	n/a	-1.92

Continuous Data Distribution

Outliers

temperature_min

Parameter	Content
Name	temperature_min
Description	Minimum temperature measured in the relevant interval.
Data type	Decimal number
Descriptor	pms:temperature [UID:0.0.TMPRT394]
Descriptor description	The physical quantity Celsius temperature expressed in the derived SI unit with special name and symbol degree Celcius.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMPRT394
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
temperature_min	1 - 22	37.306928700000000276304	-100	7	12.19	19.2	303.46	145,838	51,207 ( 35.1% )	112 ( 0.1% )	0 ( 0.0% )	4,708 ( 3.2% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
temperature_min	64.89%	3.23%	n/a	-4.22

Continuous Data Distribution

Outliers

temperature_max

Parameter	Content
Name	temperature_max
Description	Maximum temperature measured in the relevant interval.
Data type	Decimal number
Descriptor	pms:temperature [UID:0.0.TMPRT394]
Descriptor description	The physical quantity Celsius temperature expressed in the derived SI unit with special name and symbol degree Celcius.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMPRT394
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
temperature_max	1 - 22	38.686732669999997824561	-100	7.9	12.9	20.3	307.7	145,838	51,207 ( 35.1% )	45 ( 0.0% )	0 ( 0.0% )	4,444 ( 3.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
temperature_max	64.89%	3.05%	n/a	7.35

Continuous Data Distribution

Outliers

feels_like

Parameter	Content
Name	feels_like
Description	Temperature in account with the human perception of weather measured in the relevant interval.
Data type	Decimal number
Descriptor	pms:temperature [UID:0.0.TMPRT394]
Descriptor description	The physical quantity Celsius temperature expressed in the derived SI unit with special name and symbol degree Celcius.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMPRT394
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
feels_like	1 - 6	100.737	-8.99	6.48	14.97	275.03	305.02	145,838	119,055 ( 81.6% )	10 ( 0.0% )	0 ( 0.0% )	6,575 ( 4.5% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
feels_like	18.36%	4.51%	n/a	-3.26

Continuous Data Distribution

Outliers

dew_point

Parameter	Content
Name	dew_point
Description	Temperature of dew point, measured in the relevant interval.
Data type	Decimal number
Descriptor	pms:temperature [UID:0.0.TMPRT394]
Descriptor description	The physical quantity Celsius temperature expressed in the derived SI unit with special name and symbol degree Celcius.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMPRT394
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
dew_point	1 - 6	39.634	-7.78	6.55	10.4	14.3	295.57	145,838	66,737 ( 45.8% )	31 ( 0.0% )	0 ( 0.0% )	5,393 ( 3.7% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
dew_point	54.24%	3.70%	n/a	-2.47

Continuous Data Distribution

Outliers

RH

Parameter	Content
Name	RH
Description	Not sufficiently specified by the data provider. Relative humidity measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval.
Data type	Decimal number
Descriptor	pms:relativeHumidity [UID:0.0.RLTVH395]
Descriptor description	Relative humidity (RH) (expressed as a percent) also measures water vapor, but RELATIVE to the temperature of the air. In other words, it is a measure of the actual amount of water vapor in the air compared to the total amount of vapor that can exist in the air at its current temperature.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RLTVH395
Unit	%

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
RH	1 - 4	76.55	0	64.8	82	91.8	100	145,838	0 ( 0.0% )	3 ( 0.0% )	0 ( 0.0% )	826 ( 0.6% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
RH	100.00%	0.57%	93	19.7

Continuous Data Distribution

Outliers

atmpressure_pa

Parameter	Content
Name	atmpressure_pa
Description	Not sufficiently specified by the data provider. Atmospheric pressure measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Measured in or converted to Pa.
Data type	Decimal number
Descriptor	pms:atmosphericPressure [UID:0.0.TMSPH396]
Descriptor description	Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMSPH396
Unit	Pa

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
atmpressure_pa	5 - 9	100,229.409	50,000	98,850	100,570	101,700	104,900	145,838	38,440 ( 26.4% )	0 ( 0.0% )	0 ( 0.0% )	20,205 ( 13.9% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
atmpressure_pa	73.64%	13.85%	n/a	95835

Continuous Data Distribution

Outliers

atmpressure_hpa

Parameter	Content
Name	atmpressure_hpa
Description	Not sufficiently specified by the data provider. Atmospheric pressure measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Measured in hPa.
Data type	Decimal number
Descriptor	pms:atmosphericPressure [UID:0.0.TMSPH396]
Descriptor description	Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMSPH396
Unit

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
atmpressure_hpa	3 - 9	1,016.24168	970	1,009.8233	1,017.0732	1,023	1,049	145,838	96,394 ( 66.1% )	0 ( 0.0% )	0 ( 0.0% )	18,771 ( 12.9% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
atmpressure_hpa	33.90%	12.87%	n/a	1011.8719

Continuous Data Distribution

Outliers

atmpressure_sealevel_Pa

Parameter	Content
Name	atmpressure_sealevel_Pa
Description	Not sufficiently specified by the data provider. Equivalent sea level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_pa. Expressed in Pa.
Data type	Decimal number
Descriptor	pms:atmosphericPressure [UID:0.0.TMSPH396]
Descriptor description	Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMSPH396
Unit	Pa

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
atmpressure_sealevel_Pa	1 - 6	72,438.0	0	0	101,055	101,945	104,020	145,838	114,105 ( 78.2% )	9,072 ( 6.2% )	0 ( 0.0% )	1,220 ( 0.8% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
atmpressure_sealevel_Pa	21.76%	0.84%	0	103115

Continuous Data Distribution

Outliers

atmpressure_sealevel_hPa

Parameter	Content
Name	atmpressure_sealevel_hPa
Description	Not sufficiently specified by the data provider. Equivalent sea level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_hpa. Expressed in hPa.
Data type	Decimal number
Descriptor	pms:atmosphericPressure [UID:0.0.TMSPH396]
Descriptor description	Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMSPH396
Unit

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
atmpressure_sealevel_hPa	3 - 7	1,014.375	977.45	1,008.6	1,016.4	1,021.25	1,040.2	145,838	123,177 ( 84.5% )	0 ( 0.0% )	0 ( 0.0% )	1,219 ( 0.8% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
atmpressure_sealevel_hPa	15.54%	0.84%	n/a	1031.15

Continuous Data Distribution

Outliers

atmpressure_grndlevel

Parameter	Content
Name	atmpressure_grndlevel
Description	Not sufficiently specified by the data provider. Ground level atmospheric pressure, presumably based on the atmospheric pressure given in column atmpressure_hpa. Expressed in hPa.
Data type	Decimal number
Descriptor	pms:atmosphericPressure [UID:0.0.TMSPH396]
Descriptor description	Atmospheric pressure, also known as air pressure or barometric pressure (after the barometer), is the pressure within the atmosphere of Earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TMSPH396
Unit

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
atmpressure_grndlevel	1 - 1	0.0	0	0	0	0	0	145,838	136,766 ( 93.8% )	9,072 ( 6.2% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
atmpressure_grndlevel	6.22%	0.00%	0	0

Data Distribution Top 20

Continuous Data Distribution

rain

Parameter	Content
Name	rain
Description	Not sufficiently specified by the data provider. Cumulative rainfall, presumably measured in the relvant measurement interval as the sum of all measurements.
Data type	Decimal number
Descriptor	pms:rainfall [UID:0.0.RNFLL471]
Descriptor description	The amount of precipitation of any type (including the liquid equivalent of frozen hydrometeors); usually taken as that amount measured by means of a rain gauge (thus a small, varying amount of direct condensation is included). A more accurate term would be precipitation or precipitation amount. However, the broad use of "rainfall" is firmly established in meteorology, especially in hydrologic and climatological literature. Its best utilization would confine it to liquid precipitation, and so would provide a distinction between precipitation immediately accessible to soil and streams and that delayed in storage as snow or ice on the earth's surface.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RNFLL471
Unit	mm

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain	1 - 5	19.111	0	0	0	1	255	145,838	14,885 ( 10.2% )	78,437 ( 53.8% )	0 ( 0.0% )	603 ( 0.4% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain	89.79%	0.41%	0	2.93

Continuous Data Distribution

rain_intval

Parameter	Content
Name	rain_intval
Description	Duration of the interval vor which the rainfall in column rain is reported.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	min

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain_intval	2 - 2	32.4	10	10	10	60	60	145,838	0 ( 0.0% )	0 ( 0.0% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain_intval	100.00%	0.00%	10	60

Data Distribution Top 20

Continuous Data Distribution

Outliers

rain_3h

Parameter	Content
Name	rain_3h
Description	Cumulative rainfall, measured in the three hours preceeding and including the relevant interval.
Data type	Decimal number
Descriptor	pms:rainfall [UID:0.0.RNFLL471]
Descriptor description	The amount of precipitation of any type (including the liquid equivalent of frozen hydrometeors); usually taken as that amount measured by means of a rain gauge (thus a small, varying amount of direct condensation is included). A more accurate term would be precipitation or precipitation amount. However, the broad use of "rainfall" is firmly established in meteorology, especially in hydrologic and climatological literature. Its best utilization would confine it to liquid precipitation, and so would provide a distinction between precipitation immediately accessible to soil and streams and that delayed in storage as snow or ice on the earth's surface.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RNFLL471
Unit	mm

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain_3h	1 - 3	0.03	0	0	0	0	17	145,838	136,575 ( 93.6% )	9,072 ( 6.2% )	0 ( 0.0% )	23 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain_3h	6.35%	0.02%	n/a	7

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Data Distribution Bottom 20

snow

Parameter	Content
Name	snow
Description	Not sufficiently specified by the data provider.Cumulative snowfall, presumably measured in the relvant measurement interval as the sum of all measurements.
Data type	Decimal number
Descriptor	pms:snowfall [UID:0.0.SNWFL472]
Descriptor description	Precipitation composed of white or translucent ice crystals, chiefly in complex branch hexagonal form and often agglomerated into snowflakes. For weather-observing purposes, the intensity of snow is characterized as 1) light when the visibility is 1 km (5/8 statute mile) or more; 2) moderate when the visibility is less than 1 km (5/8 statute mile) but not less than 1/2 km (5/16 statute mile); and 3) heavy when the visibility is less than 1/2 km (5/16 statute mile).
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SNWFL472
Unit	mm

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
snow	1 - 4	0.010	0	0	0	0	2	145,838	136,699 ( 93.7% )	8,927 ( 6.1% )	0 ( 0.0% )	55 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
snow	6.27%	0.04%	n/a	1.85

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snow_3h

Parameter	Content
Name	snow_3h
Description	Cumulative snowfall, measured in the three hours preceeding and including the relevant interval.
Data type	Decimal number
Descriptor	pms:snowfall [UID:0.0.SNWFL472]
Descriptor description	Precipitation composed of white or translucent ice crystals, chiefly in complex branch hexagonal form and often agglomerated into snowflakes. For weather-observing purposes, the intensity of snow is characterized as 1) light when the visibility is 1 km (5/8 statute mile) or more; 2) moderate when the visibility is less than 1 km (5/8 statute mile) but not less than 1/2 km (5/16 statute mile); and 3) heavy when the visibility is less than 1/2 km (5/16 statute mile).
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SNWFL472
Unit	mm

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
snow_3h	1 - 3	0.00	0	0	0	0	3	145,838	136,743 ( 93.8% )	9,072 ( 6.2% )	0 ( 0.0% )	9 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
snow_3h	6.24%	0.01%	n/a	0.6

Data Distribution Top 20

Continuous Data Distribution

rain_counter

Parameter	Content
Name	rain_counter
Description	No information is provided on this parameter.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain_counter	1 - 10	0.172750850	0	0	0	0	0.71372549	145,838	77,990 ( 53.5% )	51,426 ( 35.3% )	0 ( 0.0% )	3 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain_counter	46.52%	0.00%	n/a	0.71372549

Data Distribution Top 20

Continuous Data Distribution

rain_max

Parameter	Content
Name	rain_max
Description	No information is provided on this parameter, presumably maximum rainfall intensity in the relevant interval, given in mm/h.
Data type	Decimal number
Descriptor	pms:rainfallIntensity [UID:0.0.RNFLL473]
Descriptor description	The rate of precipitation, usually expressed in millimeters or inches per hour.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RNFLL473
Unit	mm h-1

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain_max	1 - 1	0.0	0	0	0	0	0	145,838	77,990 ( 53.5% )	67,848 ( 46.5% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain_max	46.52%	0.00%	0	0

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Continuous Data Distribution

rain_gauge

Parameter	Content
Name	rain_gauge
Description	Rain gauge resolution, defined as the minimum amount of rain that a rain gauge can register, given in mm.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	mm

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
rain_gauge	1 - 3	0.07	0	0	0	0.2	0.2	145,838	77,990 ( 53.5% )	45,186 ( 31.0% )	0 ( 0.0% )	3 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
rain_gauge	46.52%	0.00%	n/a	0.2

Data Distribution Top 20

Continuous Data Distribution

valid_ticks

Parameter	Content
Name	valid_ticks
Description	No information is provided on this parameter.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
valid_ticks	1 - 1	0.0	0	0	0	0	0	145,838	77,990 ( 53.5% )	67,848 ( 46.5% )	0 ( 0.0% )	2 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
valid_ticks	46.52%	0.00%	0	0

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Continuous Data Distribution

wind_speed_ms

Parameter	Content
Name	wind_speed_ms
Description	Not sufficiently specified by the data provider. Wind speed measured in the relevant interval, either at any time during this interval (for example, at the very end) for a period of 2 min or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in or transformed to m/s.
Data type	Decimal number
Descriptor	pms:windSpeed [UID:0.0.WNDSP474]
Descriptor description	The rate at which air is moving horizontally past a given point. It may be a 2-minute average speed (reported as wind speed) or an instantaneous speed (reported as a peak wind speed, wind gust, or squall).
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.WNDSP474
Unit	m s-1

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
wind_speed_ms	1 - 5	1.366	0	0	0.1	2.1	28.8	145,838	89,398 ( 61.3% )	28,218 ( 19.3% )	0 ( 0.0% )	171 ( 0.1% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
wind_speed_ms	38.70%	0.12%	n/a	13.41

Data Distribution Top 20

Data Distribution Bottom 20

Outliers

wind_speed_kmh

Parameter	Content
Name	wind_speed_kmh
Description	Not sufficiently specified by the data provider. Wind speed measured in the relevant interval, either at any time during this interval (for example, at the very end) for a period of 2 min or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in km/h.
Data type	Decimal number
Descriptor	pms:windSpeed [UID:0.0.WNDSP474]
Descriptor description	The rate at which air is moving horizontally past a given point. It may be a 2-minute average speed (reported as wind speed) or an instantaneous speed (reported as a peak wind speed, wind gust, or squall).
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.WNDSP474
Unit	km h-1

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
wind_speed_kmh	1 - 1	0.1	0	0	0	0	8	145,838	116,181 ( 79.7% )	27,685 ( 19.0% )	0 ( 0.0% )	7 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
wind_speed_kmh	20.34%	0.00%	0	8

Data Distribution Top 20

Continuous Data Distribution

wind_deg

Parameter	Content
Name	wind_deg
Description	Not sufficiently specified by the data provider. Wind direction measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. Given in degrees.
Data type	Integer number
Descriptor	pms:windDirection [UID:0.0.WNDDR475]
Descriptor description	The true direction from which the wind is blowing at a given location (i.e., wind blowing from the north to the south is a north wind). It is normally measured in tens of degrees from 10 degrees clockwise through 360 degrees. North is 360 degrees. A wind direction of 0 degrees is only used when wind is calm.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.WNDDR475
Unit	°

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
wind_deg	1 - 3	135.4	0	56	110	220	360	145,838	89,398 ( 61.3% )	328 ( 0.2% )	0 ( 0.0% )	362 ( 0.2% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
wind_deg	38.70%	0.25%	230	318

Data Distribution Top 20

Data Distribution Bottom 20

Outliers

wind_gust_ms

Parameter	Content
Name	wind_gust_ms
Description	Wind gust measured in the relevant interval. Given in or transformed to m/s.
Data type	Decimal number
Descriptor	pms:windGust [UID:0.0.WNDGS476]
Descriptor description	Rapid fluctuations in the wind speed with a variation of 10 knots or more between peaks and lulls. The speed of the gust will be the maximum instantaneous wind speed.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.WNDGS476
Unit	m s-1

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
wind_gust_ms	1 - 5	5.854	0	0	0	10.8	115.2	145,838	89,486 ( 61.4% )	28,432 ( 19.5% )	0 ( 0.0% )	185 ( 0.1% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
wind_gust_ms	38.64%	0.13%	n/a	18.9

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Data Distribution Bottom 20

wind_gust_kmh

Parameter	Content
Name	wind_gust_kmh
Description	Wind gust measured in the relevant interval. Given in km/h.
Data type	Decimal number
Descriptor	pms:windGust [UID:0.0.WNDGS476]
Descriptor description	Rapid fluctuations in the wind speed with a variation of 10 knots or more between peaks and lulls. The speed of the gust will be the maximum instantaneous wind speed.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.WNDGS476
Unit	km h-1

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
wind_gust_kmh	1 - 2	2.6	0	0	1	4	32	145,838	116,181 ( 79.7% )	11,511 ( 7.9% )	0 ( 0.0% )	18 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
wind_gust_kmh	20.34%	0.01%	0	32

Data Distribution Top 20

Continuous Data Distribution

Outliers

irradiance

Parameter	Content
Name	irradiance
Description	Not sufficiently specified by the data provider. Solar irradiance measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. No information is provided on the range of wavelengths that are measured.
Data type	Decimal number
Descriptor	pms:solarIrradiance [UID:0.0.SLRRR477]
Descriptor description	Solar irradiance is the power per unit area (surface power density) received from the Sun in the form of electromagnetic radiation in the wavelength range of the measuring instrument. Solar irradiance is measured in watts per square metre (W/m2) in SI units.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SLRRR477
Unit	W m-2

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
irradiance	1 - 4	100.0	0	0	2	84	1,126	145,838	35,566 ( 24.4% )	31,131 ( 21.3% )	0 ( 0.0% )	1,061 ( 0.7% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
irradiance	75.61%	0.73%	0	1053

Continuous Data Distribution

Outliers

energy_density

Parameter	Content
Name	energy_density
Description	Not sufficiently specified by the data provider. Rate of solar radiation measured in the relevant interval, either at any time during this interval (for example, at the very end) or calculated as arithmetic mean from all measurements or from a subset of measurements in this interval. No information is provided on the range of wavelengths that are measured.
Data type	Decimal number
Descriptor	pms:rateOfSolarRadiation [UID:0.0.RTFSL478]
Descriptor description	The langley (Ly) is a unit of heat transmission, especially used to express the rate of solar radiation (or insolation) received by the earth.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.RTFSL478
Unit	J cm-2

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
energy_density	1 - 3	67.6	0	0	3	115	364	145,838	137,055 ( 94.0% )	4,130 ( 2.8% )	0 ( 0.0% )	363 ( 0.2% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
energy_density	6.02%	0.25%	0	254

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Data Distribution Bottom 20

Outliers

irradiance_max

Parameter	Content
Name	irradiance_max
Description	Maximum solar irradiance measured in the relevant interval.
Data type	Decimal number
Descriptor	pms:solarIrradiance [UID:0.0.SLRRR477]
Descriptor description	Solar irradiance is the power per unit area (surface power density) received from the Sun in the form of electromagnetic radiation in the wavelength range of the measuring instrument. Solar irradiance is measured in watts per square metre (W/m2) in SI units.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.SLRRR477
Unit	W m-2

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
irradiance_max	1 - 4	82.3	0	2	2	70	1,218	145,838	77,990 ( 53.5% )	12,335 ( 8.5% )	0 ( 0.0% )	563 ( 0.4% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
irradiance_max	46.52%	0.39%	2	960

Continuous Data Distribution

Outliers

clouds

Parameter	Content
Name	clouds
Description	No information is provided on this parameter, presumably the part of the sky that is covered with clouds.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	%

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
clouds	1 - 3	44.6	0	20	40	75	100	145,838	119,055 ( 81.6% )	5,181 ( 3.6% )	0 ( 0.0% )	102 ( 0.1% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
clouds	18.36%	0.07%	75	78

Data Distribution Top 20

Data Distribution Bottom 20

Outliers

visibility

Parameter	Content
Name	visibility
Description	No information is provided on this parameter, presumably the visibility in the atmosphere for the human eye, given in m.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	m

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
visibility	1 - 5	8,920.7	0	9,999	10,000	10,000	10,000	145,838	119,156 ( 81.7% )	155 ( 0.1% )	0 ( 0.0% )	67 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
visibility	18.30%	0.05%	10000	49

Data Distribution Top 20

Data Distribution Bottom 20

Outliers

carbon_dioxide

Parameter	Content
Name	carbon_dioxide
Description	No information is provided on this parameter.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
carbon_dioxide	0 - 0	n/a		n/a	n/a	n/a		145,838	145,838 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
carbon_dioxide	0.00%	0.00%	n/a	n/a

Data Distribution Top 20

weather_id

Parameter	Content
Name	weather_id
Description	Internal weather condition code adopted by the provider of the weather data.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
weather_id	3 - 3	727.0	200	701	800	802	804	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	28 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
weather_id	18.36%	0.02%	800	621

Data Distribution Top 20

Data Distribution Bottom 20

Outliers

weather_main

Parameter	Content
Name	weather_main
Description	Internal main group for the description of the weather adopted by the provider of the weather data.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
weather_main	0 - 12	n/a	Clear	n/a	n/a	n/a	Thunderstorm	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	11 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
weather_main	18.36%	0.01%	n/a	Haze

Data Distribution Top 20

weather_description

Parameter	Content
Name	weather_description
Description	Internal subgroup for the description of the weather adopted by the provider of the weather data.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
weather_description	0 - 28	n/a	broken cloud…	n/a	n/a	n/a	very heavy r…	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	29 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
weather_description	18.36%	0.02%	n/a	shower snow

Data Distribution Top 20

Data Distribution Bottom 20

weather_icon

Parameter	Content
Name	weather_icon
Description	Internal code for icons describing the weather condistions, adopted by the provider of the weather data.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
weather_icon	0 - 3	n/a	01d	n/a	n/a	n/a	50n	145,838	119,055 ( 81.6% )	0 ( 0.0% )	0 ( 0.0% )	19 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
weather_icon	18.36%	0.01%	n/a	11n

Data Distribution Top 20

battery

Parameter	Content
Name	battery
Description	Voltage of the batteries of the device/system.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	V

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
battery	1 - 4	4.169	3	4.15	4.15	4.2	4.25	145,838	65,223 ( 44.7% )	0 ( 0.0% )	0 ( 0.0% )	6 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
battery	55.28%	0.00%	n/a	3

Data Distribution Top 20

Continuous Data Distribution

Outliers

payload

Parameter	Content
Name	payload
Description	No information is provided on this parameter.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
payload	0 - 23	n/a	x	n/a	n/a	n/a	x7355810d052…	145,838	100,651 ( 69.0% )	0 ( 0.0% )	0 ( 0.0% )	44,675 ( 30.6% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
payload	30.98%	30.63%	n/a	x7349c10d612e607a1701ff

time_sync_error_s

Parameter	Content
Name	time_sync_error_s
Description	No information is provided on this parameter.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	s

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
time_sync_error_s	1 - 4	8.8	-300	0	11	15	299	145,838	77,990 ( 53.5% )	22,689 ( 15.6% )	0 ( 0.0% )	599 ( 0.4% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
time_sync_error_s	46.52%	0.41%	0	-82

Continuous Data Distribution

Outliers

seq_number_modem

Parameter	Content
Name	seq_number_modem
Description	No information is provided on this parameter.
Data type	Integer number
Descriptor	Integer [UID:0.0.NTGER313]
Descriptor description	A number with no fractional part, including the negative and positive numbers as well as zero.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.NTGER313
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
seq_number_modem	1 - 4	1,829.8	0	959.25	1,726	2,545.75	4,095	145,838	133,622 ( 91.6% )	2 ( 0.0% )	0 ( 0.0% )	4,097 ( 2.8% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
seq_number_modem	8.38%	2.81%	438	76

Continuous Data Distribution

Outliers

seq_number_firmware

Parameter	Content
Name	seq_number_firmware
Description	No information is provided on this parameter.
Data type	String
Descriptor	Text [UID:0.0.TEXTA315]
Descriptor description	In computer programming, a string is traditionally a sequence of characters, either as a literal constant or as some kind of variable. The latter may allow its elements to be mutated and the length changed, or it may be fixed (after creation). A string is generally considered as a data type and is often implemented as an array data structure of bytes (or words) that stores a sequence of elements, typically characters, using some character encoding. String may also denote more general arrays or other sequence (or list) data types and structures.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.TEXTA315
Unit	n/a

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
seq_number_firmware	0 - 0	n/a		n/a	n/a	n/a		145,838	145,838 ( 100.0% )	0 ( 0.0% )	0 ( 0.0% )	1 ( 0.0% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
seq_number_firmware	0.00%	0.00%	n/a	n/a

Data Distribution Top 20

temperature_wetbulb_stull2011_C

Parameter	Content
Name	temperature_wetbulb_stull2011_C
Description	No information is provided on this parameter.
Data type	Decimal number
Descriptor	DecimalNumber [UID:0.0.DCMLN314]
Descriptor description	Any of the rational or irrational numbers.
IRI	https://app.pollinatorhub.eu/vocabulary/descriptors/0.0.DCMLN314
Unit	°C

Name	Length	Mean	Min	Q1	Median	Q3	Max	Total	Missing	Zero	Blank	Distinct
temperature_wetbulb_stull2011_C	1 - 5	10.667	-4.35	7	10.66	14.21	24.67	145,838	123,177 ( 84.5% )	1 ( 0.0% )	0 ( 0.0% )	2,530 ( 1.7% )

Name	Completeness	Uniqueness	Most Common Value	Least Common Value
temperature_wetbulb_stull2011_C	15.54%	1.73%	n/a	16.98

Continuous Data Distribution

Outliers

Changes made to preparatory file

Changes made to data

Unresolved issues