cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ga34z3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus mosambicensis Baker"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229079-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.276hm2
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Trifolium spumosum L."
 ]
}

 The dataset includes 30 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137625-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh9xgd
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schoenocaulon tigrense Frame"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231649-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ev8q5
title: Occurrence Download

description: A dataset containing 704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.97222 60.02503,-3.18043 57.15816,0.49274 52.85786,5.77853 51.87237,19.39615 54.2017,27.36962 58.41241,31.22197 62.62312,33.10335 70.50701,24.50275 76.24074,14.91667 76.77828,2.91166 77.58458,-3.27002 76.86787,-7.48073 71.94044,-7.03278 65.04204,-4.97222 60.02503))",
 "Month is one of (March, April, May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "Year 2003-2023"
 ]
}

 The dataset includes 704 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244255-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8reef9
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus loteniensis Hilliard & B.L.Burtt"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229030-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgrjky
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-104.64598 18.68677,-103.48335 18.68677,-103.48335 19.50774,-104.64598 19.50774,-104.64598 18.68677))",
 "OccurrenceStatus is Present",
 "TaxonKey is Syzygium jambos (L.) Alston"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231650-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwf6je
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Trifolium squamosum L."
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137626-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ssmv4
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.87413 10.99662,-74.79244 10.80055,-74.66992 10.86889,-74.81513 11.03522,-74.87413 10.99662))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fabales"
 ]
}

 The dataset includes 115 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244143-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7gyad
title: Occurrence Download

description: A dataset containing 582064 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2023-04-14",
 "EventDate is less than or equal to 2023-05-14",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 582064 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228995-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pb7ayf
title: Occurrence Download

description: A dataset containing 5790 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Veratrum californicum Durand"
 ]
}

 The dataset includes 5790 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231655-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yg4t3
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonchus pustulatus Willk."
 ]
}

 The dataset includes 181 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137627-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7y9s7s
title: Occurrence Download

description: A dataset containing 705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.17059 58.25,0.75684 52.24749,6.2218 51.3516,20.73532 54.03928,29.33592 60.57932,32.65073 70.52377,22.52711 76.61586,13.56815 76.97422,-1.12454 76.97422,-6.49992 72.58433,-8.20212 67.56731,-7.4854 62.37112,-4.17059 58.25))",
 "Month is one of (March, April, May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "Year 2003-2023"
 ]
}

 The dataset includes 705 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244258-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae8n4b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((12.957718 42.079306,12.956811 42.078436,12.956319 42.077364,12.956001 42.076551,12.955403 42.075192,12.955313 42.074611,12.95526 42.073923,12.955272 42.073081,12.95481 42.072846,12.954122 42.072615,12.954027 42.07241,12.954015 42.072069,12.953797 42.071786,12.953318 42.071466,12.952213 42.070831,12.9512 42.070385,12.950485 42.070262,12.950149 42.070148,12.949587 42.070132,12.949219 42.070146,12.948912 42.070213,12.948621 42.070523,12.948023 42.070876,12.947956 42.071262,12.947763 42.07145,12.947368 42.071572,12.947051 42.071549,12.943151 42.072277,12.940931 42.072138,12.937223 42.072572,12.935288 42.073073,12.934227 42.073083,12.934249 42.073724,12.934008 42.074087,12.933523 42.074257,12.933179 42.074501,12.933076 42.074713,12.932873 42.075067,12.932433 42.075309,12.93225 42.075455,12.93223 42.075953,12.932309 42.076423,12.932275 42.076868,12.932496 42.07716,12.932597 42.077779,12.933174 42.077953,12.93388 42.078458,12.934751 42.07873,12.935415 42.078846,12.935408 42.079201,12.935483 42.079529,12.935778 42.079959,12.93635 42.080277,12.937201 42.080681,12.937427 42.080938,12.93784 42.081225,12.938469 42.081231,12.939425 42.081619,12.939416 42.081904,12.940721 42.082648,12.941259 42.083054,12.941575 42.08308,12.942061 42.083391,12.942553 42.083907,12.943565 42.084635,12.944264 42.084815,12.945072 42.085044,12.945485 42.085354,12.945594 42.085589,12.946095 42.086063,12.94652 42.086285,12.947622 42.086965,12.947873 42.087453,12.948386 42.087927,12.948997 42.088331,12.950264 42.087061,12.950621 42.086967,12.95124 42.086518,12.951781 42.086145,12.952334 42.085948,12.952886 42.085715,12.953439 42.085436,12.953868 42.085246,12.954322 42.085042,12.954474 42.084833,12.954649 42.084647,12.956032 42.084159,12.956221 42.084,12.957462 42.083228,12.958584 42.081139,12.958319 42.080709,12.958209 42.080452,12.957718 42.079306)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029314-230530130749713/datasets/export for details.
DOI: 10.15468/dl.wwcuns
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camellia semiserrata C.W.Chi",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 135 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229035-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pjaf7
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gomphrena parviceps Standl."
 ]
}

 The dataset includes 44 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231656-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92f7wg
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Trifolium stellatum L."
 ]
}

 The dataset includes 126 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137628-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.na7j4q
title: Occurrence Download

description: A dataset containing 2035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clematis stans Siebold & Zucc., Clematis stans var. monoica Lavallée, Clematis stans var. urticifolia (Nakai ex Kitag.) Satomi, Clematis heracleifolia var. stans (Siebold & Zucc.) Huth, Clematis stans var. austrojaponensis (Ohwi) Ohwi, Clematis stans var. stans, Clematis heracleifolia var. stans (Siebold & Zucc.) Kuntze, Clematis heracleifolia subsp. stans (Siebold & Zucc.) Kuntze)"
 ]
}

 The dataset includes 2035 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069175-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10820600
title: Data and Sourcecode from: Neural Network-based Occupancy Detection on the Edge

description: Environmental Data Collected for Data-Driven Occupancy Detection

Version Information

v1.0: Holds repository alongside the dataset insidev2.0: Holds dataset in a seperate zip folder

Dataset Information

The following data is collected from LoRa sensors of two rooms for a period of three months in an office building on the ground floor in Graz, Austria:





Open status of windows/doors

Relative humidity

CO2 concentration

Ambient temperature

PIR-based motion counter

Light level

IR-based occupancy (only room A)

Average/peak sound level

Radar-based people counter (left-to-right and right-to-left; only room A; no trustworthy ground truth!)



 

Folder Organization in occupancy-detection-dataset.zip


    ├── data

    │   ├── interim       <- Intermediate data of room A and B that has been transformed.

    │   └── raw            <- The original, immutable sensor data dump of room A and B.


Raw Data

Raw sensor data of room A and B consisting of six and two work places respectively. Data is gathered in an interval of five minutes.


Note:



Timezone ist UTC+00:00.

Column "occupancy" in df_features.csv refers to IR based occupancy sensor from Elsys ERS Eye (Possible values 0-2).

Column "motion" in df_features.csv refers to a PIR based motion counter.

IR-based occupancy is not measured in room B.



Intermediate Data

Event-based (door and window sensors) and interval based (humidity, CO2, temperature, ....) data is synchronized to retrieve a homogenous data set.

Window columns are merged to represent the number of open windows. Nothing else was applied to the data.


Ground Truth

Image-based occupancy ground truth data is separated in a file (df_occ.csv).

It describes the number of occupants at a certain time stamp provided from images (manually labelled).

References

Coming soon.
DOI: 10.5281/zenodo.11573783
title: Data and Sourcecode from: Neural Network-based Occupancy Detection on the Edge

description: Environmental Data Collected for Data-Driven Occupancy Detection

Version Information

v1.0: Holds repository alongside the dataset insidev2.0: Holds dataset in a seperate zip folder

Dataset Information

The following data is collected from LoRa sensors of two rooms for a period of three months in an office building on the ground floor in Graz, Austria:





Open status of windows/doors

Relative humidity

CO2 concentration

Ambient temperature

PIR-based motion counter

Light level

IR-based occupancy (only room A)

Average/peak sound level

Radar-based people counter (left-to-right and right-to-left; only room A; no trustworthy ground truth!)



 

Folder Organization in occupancy-detection-dataset.zip


    ├── data

    │   ├── interim       <- Intermediate data of room A and B that has been transformed.

    │   └── raw            <- The original, immutable sensor data dump of room A and B.


Raw Data

Raw sensor data of room A and B consisting of six and two work places respectively. Data is gathered in an interval of five minutes.


Note:



Timezone ist UTC+00:00.

Column "occupancy" in df_features.csv refers to IR based occupancy sensor from Elsys ERS Eye (Possible values 0-2).

Column "motion" in df_features.csv refers to a PIR based motion counter.

IR-based occupancy is not measured in room B.



Intermediate Data

Event-based (door and window sensors) and interval based (humidity, CO2, temperature, ....) data is synchronized to retrieve a homogenous data set.

Window columns are merged to represent the number of open windows. Nothing else was applied to the data.


Ground Truth

Image-based occupancy ground truth data is separated in a file (df_occ.csv).

It describes the number of occupants at a certain time stamp provided from images (manually labelled).

References

Coming soon.
DOI: 10.5281/zenodo.11562066
title: Ground surface temperature measurements at grazed and ungrazed plots in Central Mongolia

description: Ground surface temperature measurements from two sites with different topographic aspect in Central Mongolia. The dataset includes both grazed and ungrazed plots, and covers ca. 14 months from May 2022 to August 2023.
DOI: 10.5281/zenodo.11562067
title: Ground surface temperature measurements at grazed and ungrazed plots in Central Mongolia

description: Ground surface temperature measurements from two sites with different topographic aspect in Central Mongolia. The dataset includes both grazed and ungrazed plots, and covers ca. 14 months from May 2022 to August 2023.
DOI: 10.15468/dl.4w8fzz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus longispathaceus Cufod."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229028-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.568kg7
title: Occurrence Download

description: A dataset containing 655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tarenna mollissima (Hook. & Arn.) B.L.Rob.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 655 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231683-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvb43w
title: Occurrence Download

description: A dataset containing 705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.17059 58.25,0.75684 52.24749,6.2218 51.3516,20.73532 54.03928,29.33592 60.57932,32.65073 70.52377,22.52711 76.61586,13.56815 76.97422,-1.12454 76.97422,-6.49992 72.58433,-8.20212 67.56731,-7.4854 62.37112,-4.17059 58.25))",
 "Month is one of (March, April, May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "Year 2003-2023"
 ]
}

 The dataset includes 705 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244259-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewy9k9
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Trifolium suffocatum L."
 ]
}

 The dataset includes 164 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137636-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfd9qq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus lundaensis Goldblatt"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229033-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvge5w
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Eriocnemis glaucopoides (d'Orbigny & Lafresnaye, 1838)"
 ]
}

 The dataset includes 481 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231657-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzezkr
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Racinaea flexuosa (Baker) M.A.Spencer & L.B.Sm."
 ]
}

 The dataset includes 41 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015720-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqwawc
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manettia suratensis Standl."
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018995-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xrgnb
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calligonum caput-medusae Schrenk",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229031-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scj2zy
title: Occurrence Download

description: A dataset containing 418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixora chinensis Lam.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 418 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231797-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9ezdq
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Trifolium vesiculosum Savi"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137644-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2n8jua
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Loliolus japonica (Hoyle, 1885)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 369 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069177-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rszxsc
title: Occurrence Download

description: A dataset containing 7594 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phengaris teleius (Bergsträsser, 1779)"
 ]
}

 The dataset includes 7594 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029811-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.