cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30022441
title: Package of motion sensor data of spin alert behaviour

description: Seizure alert dogs can offer early warnings of seizures to individuals with epilepsy, yet existing approaches to using alert dogs rely on spontaneous behaviours that are difficult to validate or replicate. Our study presents a wearable seizure alert detection collar designed to recognise signalling behaviours in trained assistance dogs using machine learning and motion sensors. Data were collected from six trained dogs performing a standardised spin alert behaviour, producing 135 labelled spin events. The dataset was curated over a three-month period, resulting in the collection of 412.6 hours of motion sensor data and 3,078 seconds of synchronized video footage. The motion data was captured using an inertial measurement unit (IMU) on a smart collar, sampling at 50 Hz across six channels: three axes of linear acceleration (Accel_LN_X​, Accel_LN_Y​, Accel_LN_Z​) and three axes of angular velocity (Gyro_X​, Gyro_Y​, Gyro_Z​).To establish ground truth for model training, a meticulous manual annotation process was undertaken by cross-referencing sensor data streams with the corresponding video recordings. The final annotated dataset comprised over 3,000 seconds of time-series data, encompassing 135 distinct instances of the target spinning behaviour. These spin events accounted for a total of 349 seconds, with individual event durations ranging from 1.02 to 5.42 seconds (s). The data were collected from six canine subjects, exhibiting a notable imbalance in the distribution of events per subject: Stuart (n=74), Rosie (n=23), Teddy (n=16), Ranger (n=10), Tori (n=9), and Nadia (n=3).
DOI: 10.6084/m9.figshare.30022441.v2
title: Package of motion sensor data of spin alert behaviour

description: Seizure alert dogs can offer early warnings of seizures to individuals with epilepsy, yet existing approaches to using alert dogs rely on spontaneous behaviours that are difficult to validate or replicate. Our study presents a wearable seizure alert detection collar designed to recognise signalling behaviours in trained assistance dogs using machine learning and motion sensors. Data were collected from six trained dogs performing a standardised spin alert behaviour, producing 135 labelled spin events. The dataset was curated over a three-month period, resulting in the collection of 412.6 hours of motion sensor data and 3,078 seconds of synchronized video footage. The motion data was captured using an inertial measurement unit (IMU) on a smart collar, sampling at 50 Hz across six channels: three axes of linear acceleration (Accel_LN_X​, Accel_LN_Y​, Accel_LN_Z​) and three axes of angular velocity (Gyro_X​, Gyro_Y​, Gyro_Z​).To establish ground truth for model training, a meticulous manual annotation process was undertaken by cross-referencing sensor data streams with the corresponding video recordings. The final annotated dataset comprised over 3,000 seconds of time-series data, encompassing 135 distinct instances of the target spinning behaviour. These spin events accounted for a total of 349 seconds, with individual event durations ranging from 1.02 to 5.42 seconds (s). The data were collected from six canine subjects, exhibiting a notable imbalance in the distribution of events per subject: Stuart (n=74), Rosie (n=23), Teddy (n=16), Ranger (n=10), Tori (n=9), and Nadia (n=3).
DOI: 10.15468/dl.fgpsqa
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.79084 37.00141,-5.61470 37.00141,-5.61470 37.95783,-7.79084 37.95783,-7.79084 37.00141))",
 "HasCoordinate is true",
 "TaxonKey is Frangula alnus Mill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071423-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-58841
title: Redemption tidings, vol. 40, nos. 1-50, 3 Jan. - 25 Dec. 1964

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.b4pyhv
title: Occurrence Download

description: A dataset containing 2322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astraea lobata (L.) Klotzsch"
 ]
}

 The dataset includes 2322 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004047-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khb2zh
title: Occurrence Download

description: A dataset containing 280007 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colius striatus J.F.Gmelin, 1789"
 ]
}

 The dataset includes 280007 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0400042-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-58731
title: Redemption tidings, vol. 40, nos. 1-50, 3 Jan. - 25 Dec. 1964

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.kammdm
title: Occurrence Download

description: A dataset containing 1252175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1252175 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005185-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-60382
title: Redemption tidings, vol. 41, nos. 1-52, 1 Jan. - 24 Dec. 1965

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.s3k4bx
title: Occurrence Download

description: A dataset containing 7794 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanulastrum americanum (L.) Small"
 ]
}

 The dataset includes 7794 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050954-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxfj3q
title: Occurrence Download

description: A dataset containing 516 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maculabatis gerrardi (Gray, 1851)"
 ]
}

 The dataset includes 516 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0400078-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkopzi
title: Occurrence Download

description: A dataset containing 6656 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Month is March",
 "Month is April",
 "Month is May",
 "Month is August",
 "Month is September",
 "Month is October"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Cypseloides niger (J.F.Gmelin, 1789)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6656 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002283-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-60416
title: Redemption tidings, vol. 41, nos. 1-52, 1 Jan. - 24 Dec. 1965

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.tgjx54
title: Occurrence Download

description: A dataset containing 3292 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptosomus discolor (Hermann, 1783)"
 ]
}

 The dataset includes 3292 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0400094-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-59032
title: Redemption tidings, vol. 40, nos. 1-50, 3 Jan. - 25 Dec. 1964

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.bj8tru
title: Occurrence Download

description: A dataset containing 12847 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Some Angiosperm Data of the Forest Herbarium Ibadan (FHI) Nigeria"
 ]
}

 The dataset includes 12847 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030800-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxf4ke
title: Occurrence Download

description: A dataset containing 9159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lagenorhynchus acutus (Gray, 1828)"
 ]
}

 The dataset includes 9159 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205393-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-61853
title: Redemption tidings, vol. 42, nos. 1-52, 1 Jan. - 23 Dec. 1966

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.eq8j4u
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus pungens subsp. oldhamii Camb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007646-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9mbth
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podosesia syringae (Harris, 1839)"
 ]
}

 The dataset includes 560 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043828-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-61893
title: Redemption tidings, vol. 42, nos. 1-52, 1 Jan. - 23 Dec. 1966

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.25549/pcra-c14-62041
title: Redemption tidings, vol. 42, nos. 1-52, 1 Jan. - 23 Dec. 1966

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.ryfzq6
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thecacera J.Fleming, 1828"
 ]
}

 The dataset includes 702 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003592-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f85hfu
title: Occurrence Download

description: A dataset containing 18989956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18989956 records from 488 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071417-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmvj7r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (SriLanka)",
 "BasisOfRecord is one of (Specimen)",
 "Year is greater than or equal to 1900",
 "TaxonKey is Achatina fulica Bowdich, 1822",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009362-220831081235567/datasets/export for details.
DOI: 10.25549/pcra-c14-61678
title: Redemption tidings, vol. 42, nos. 1-52, 1 Jan. - 23 Dec. 1966

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.wqf73z
title: Occurrence Download

description: A dataset containing 365528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-84.67383 4.46033,-83.83008 -20.7972,-78.3457 -27.46539,-78.48633 -31.98199,-79.04883 -46.19504,-77.64258 -54.42916,-70.89258 -58.5396,-63.7207 -57.79795,-62.0332 -53.85253,-65.26758 -51.72703,-60.9082 -47.91929,-55.2832 -40.6873,-35.17383 -25.45121,-28.42383 -9.27562,-27.7207 -1.58183,-35.73633 3.19756,-50.2207 11.55753,-60.06445 14.29845,-66.81445 13.75273,-72.58008 15.25027,-79.04883 12.93175,-82.56445 9.89959,-84.67383 4.46033))",
 "HasCoordinate is true",
 "TaxonKey is Amphibia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 365528 records from 382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037658-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8b75s
title: Occurrence Download

description: A dataset containing 75385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sematophyllaceae"
 ]
}

 The dataset includes 75385 records from 381 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058529-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4s3h7f
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ridgwayia pinicola (P.L.Sclater, 1859)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 465 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000335-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8985ms
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Month is January",
 "Month is February",
 "Month is December"
 ]
 },
 "TaxonKey is Synthemis eustalacta (Burmeister, 1839)",
 "Year 2000-2019"
 ]
}

 The dataset includes 327 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168410-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ctapw
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neocuatrecasia yungasensis H.Rob."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183589-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.paw3ng
title: Occurrence Download

description: A dataset containing 23639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mustela putorius Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23639 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000335-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftemra
title: Occurrence Download

description: A dataset containing 52887 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Chad"
 ]
}

 The dataset includes 52887 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168428-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnn8m5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dorstenia dionga Engl."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182797-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1n6knw
title: Occurrence Download

description: A dataset containing 161306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus idaeus L."
 ]
}

 The dataset includes 161306 records from 600 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000335-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcqqhc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dorstenia erythrantha Griseb."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182805-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.miaai8
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orbignya phalerata Mart."
 ]
}

 The dataset includes 37 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010759-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2ryfk
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dorstenia fawcettii Urb."
 ]
}

 The dataset includes 53 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182810-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtw8zm
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea alpina L."
 ]
}

 The dataset includes 252 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000335-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmhdbb
title: Occurrence Download

description: A dataset containing 87589 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Equatorial Guinea"
 ]
}

 The dataset includes 87589 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168436-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-2793
title: Publicity, Leimert Park, Terrace Park, Los Angeles, CA, 1931

description: 17 photographs of woman, Los Angeles, CA, 1931. "Subject: publicity, Leimert Park, Terrace Park; Client: Walter H. Leimert; Year: 1931; Job: 11-21-150" -- on envelope front. "Operator's Report: Joe; Original Photographs: 17 8x10, two interiors; Amount: 19.00, 15.00; Hours: 5 @ 3.00; Model: Dorris Martel, 7.5[0]" -- on envelope back.
DOI: 10.25549/whit-c170-84998
title: "Just the car we wanted", Southern California, 1936

description: 12 photographs of Yvonne Pelletier in a car advertisment, Southern California, 1936. "Subject: 'Just the car we wanted', 'Yvonne Pelletier'; Agency: Dena Jones Co[mpany], Johnson; Client: L.A. Times; Classifications: H-women-T-actors; Original Print Order: 1 #H; Size: prop; 70x36, 18 inch long, 3 inch from chin to top of head; Finish: put letter, gl[ossy], gl[ossy]-only; Mount: [ilg] on back], only the part used in original print, see happy; Re-Order: 1 #H., 1 ea[ch] #E, K-5x7 gl[ossy]; Year: 1936; Job: 2-22-161"-- on envelope front.
DOI: 10.15468/dl.x63hr1
title: Occurrence Download

description: A dataset containing 2074 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis lupus baileyi Nelson & Goldman, 1929"
 ]
}

 The dataset includes 2074 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061108-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-13348
title: Triplex glass in wrecked Ford at Merney's Garage, Southern California, 1929

description: Photograph of wrecked automobile, Southern California, 1929. "Subject: Triplex glass in wrecked Ford at Merney's Garage; Client: Whittington; Finish: Hold; Year: 1929; Job: 9-11-62" -- on envelope front. "Operator's report: Davey; Amount: M. C." -- on envelope back.
DOI: 10.15468/dl.zyt7yk
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zea diploperennis Iltis, Doebley & R.Guzmán",
 "HasCoordinate is true"
 ]
}

 The dataset includes 253 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061109-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-14144
title: Interior shots, Realty Assurance Corporation, 311 Financial Center Building, Southern California, 1929

description: 17 photographs of Realty Assurance Corporation, 311 Financial Center Building, Southern California, 1929. "Subject: Int[erior] shots Realty Assurance Corp[oration], 311 Financial Center B[ui]ld[in]g; Agency: Norton, G.L., 904 Van Nuys B[ui]ld[in]g, san 5819; Client: Stock & Realty Assurance Corp[oration]; Original Print Order: 1 #5; Size: 8x10; Finish: gl[ossy]; Year: 1929; Job: 98-24-148" -- on envelope.