cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4bnfhn
title: Occurrence Download

description: A dataset containing 3230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (206222459, 214107607, Spodoptera, 157918565, Spodoptera, Spodoptera, Spodoptera, Spodoptera, Spodoptera, Spodoptera, 135232400, Spodoptera, Spodoptera, 214148787, Spodoptera, Spodoptera, Spodoptera, Spodoptera, Spodoptera, Spodoptera, Spodoptera, 214302094, 214242435, 214395317, Spodoptera, Spodoptera, Spodoptera, 214107894, Spodoptera Guenée, Spodoptera Guenée, 1852, Spodoptera Guenee, 1852, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, 161490933, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, Spodoptera Guenée, 1852, Spodoptera Hulst, 1896, Spodoptera Hulst, 1896, Spodoptera Hulst, 1896, Microplitis Forster, Mecistophylla Turner, 1937, Leptozestis Meyrick, 1924, Cotesia Cameron, 1891, Jaborosa Juss., Villa Lioy 1864, Xenorhabdus Thomas & Poinar, 1979, Campoletis Förster, 1869, Villa Lioy, 1864, Telothyria, Microplitis Forster 1862, Microplitis Förster, 1862, Copidosoma Ratzeburg, 1844, Nicotiana L., Hypericum L., Spinacia L., Cosmorrhyncha Meyrick 1912, Telothyria Wulp, 1890, Asparagus L., Cosmorrhyncha Meyrick, 1913, Copidosoma Ratzeburg 1844, Hippeastrum Herb.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 3230 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028067-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a6jyo
title: Occurrence Download

description: A dataset containing 2521 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stachyurus praecox Siebold & Zucc."
 ]
}

 The dataset includes 2521 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006338-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab8vj8
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium hanaense A.C.Medeiros & H.St.John"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042010-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yygze7
title: Occurrence Download

description: A dataset containing 627 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 {
 "or" : [
 "Country is Mexico",
 "Country is Costa Rica",
 "Country is Nicaragua",
 "Country is El Salvador",
 "Country is Honduras",
 "Country is Guatemala",
 "Country is Brazil",
 "Country is Martinique"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Crescentia alata Kunth",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 627 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014145-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7yf0p
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Total foraminifera counts of multinet POS247/2_MSN1376"
 ]
}

 The dataset includes 123 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004873-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfkg8r
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spizixos semitorques cinereicapillus Swinhoe, 1871"
 ]
}

 The dataset includes 288 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195414-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uusezy
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Squalius palaciosi (Doadrio, 1980)"
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157110-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amncyj
title: Occurrence Download

description: A dataset containing 17884 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chelydra serpentina (Linnaeus, 1758)"
 ]
}

 The dataset includes 17884 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026870-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgblcc
title: Occurrence Download

description: A dataset containing 587 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus germana Schltdl. & Cham."
 ]
}

 The dataset includes 587 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004873-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrfqz8
title: Occurrence Download

description: A dataset listing the 39 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Floristische Kartierung Österreichs - Mapping the Flora of Austria"
 ]
}

 The dataset's 39 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157095-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cu7kwx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "Geometry POLYGON((4.10966 51.93562,3.97262 51.91096,3.95315 51.85003,3.86753 51.83212,3.68536 51.73364,3.61134 51.65036,3.74889 51.65032,3.70796 51.59873,4.05575 51.6127,4.1269 51.65802,4.24999 51.6481,4.30836 51.6481,4.36504 51.66459,4.41419 51.69977,4.41582 51.70853,4.36329 51.71265,4.31643 51.71642,4.26373 51.7408,4.20841 51.78794,4.03983 51.84211,4.15926 51.88245,4.10966 51.93562))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pistia stratiotes L."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0338297-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edad7i
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ditrichum brevidens Nog.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004873-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxv7mv
title: Occurrence Download

description: A dataset containing 2710432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hesperiidae"
 ]
}

 The dataset includes 2710432 records from 3156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004710-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-14590
title: House on fire, 1951

description: 2 images. House on fire, 5 August, 1951. 2401 Holly Drive.
DOI: 10.5281/zenodo.11194477
title: AdaTrans_data
DOI: 10.25549/examiner-c44-72312
title: Kids Day (Sierra Madre), 1952

description: 2 images. Kids Day (Sierra Madre), 27 September 1952. Edell Smitz -- 8 years (shows blue ribbon his donkey won); Sandra Porter -- 6 1/2 years (holding prize winning terrapin).
DOI: 10.25549/examiner-c44-19030
title: One hundred years old, 1951

description: 4 images. One hundred years old, 24 August 1951. Mrs. Martha F. Varney (celebrates her one hundredth birthday on September Second).; Caption slip reads: "Monday. Photographer: Lapp. Date: 1951-08-24. Reporter: Cowles. Assignment: Mrs. Varney, 100 years old. 31-32: Mrs. Martha F. Varney with sewing -- she celebrates 100th birthday Sept. 2."
DOI: 10.25549/examiner-c44-19607
title: Japanese peace treaty talks (San Francisco), 1951

description: 24 images. Japanese peace treaty talks (San Francisco), 4 September 1951. Television negatives.
DOI: 10.5281/zenodo.11196537
title: Dataset_Convergence_in_action

description: The Replication package contains the dataset and do_file used to create the tables and graphs included in the article ‘Convergence in action: framing the climate crisis at the 2021 Pre-COP counter-summit in Milan’ published in European Societies.
DOI: 10.5281/zenodo.11196538
title: Dataset_Convergence_in_action

description: The Replication package contains the dataset and do_file used to create the tables and graphs included in the article ‘Convergence in action: framing the climate crisis at the 2021 Pre-COP counter-summit in Milan’ published in European Societies.
DOI: 10.25549/examiner-c44-54192
title: Golf -- Los Angeles Open, 1958

description: 20 images. Golf -- Los Angeles Open, 5 January 1958. Bill Casper; Dave Ragen; John Pott; Paul Harney; Gay Brewer; Ralph Robinson; Tommy Jacobs; FrankStranahan; Al Balding. "Sports" (Sleeve reads: SP-12283).; Caption slip reads: "Photographer: Monteverde. Date: 1958-01-05. Assignment:L.A. Open. 9: Stranahan misses long putt on 18. Finishes with 108. 61: Gay Brewer sinks final putt for lead in 3rd round with 107. 1B: Bill Casper chips onto 9th. 2B: Dave Ragen chips onto 9th within 2 inches of cup. 3B: John Pott sinks 60' chip shot on 9th for eagle. 4: Paul Harney on road on 11th. 5/6: Stranahan on 11th. 7: Paul Harney. 8: Gallery shot on 13th fairway -- Stranahan shooting. 37/38: A. Balding with 211 interview pix. Flash".; Other caption slip reads: "Photographer: Jensen. Assignment: L.A. Open. J7: Ralph Robinson rims cup #8 & misses eagle. J8: Bill Casper chip to #8, J9: Paul Harney to #8 3rd shot. J10: Tommy Jacobs to 8... J78: Tommy Jacobs after #9 eagle 3. J79: Paul Harney to #13. J82: Frank Stranahan to 13. J83: Gay Brewer Jr. to 13".; Supplementary material reads: "Official pairings for the 32nd Annual L.A. $40,000 Open Golf Tournament sponsored by: Los Angeles Junior Chamber of Commerce [and] Professional golfers Association, Sunday, January 5, 1958. For a complete schedule and participants, please see original".
DOI: 10.5281/zenodo.10875987
title: The SmartNIALMeter Electrical Appliance Disaggregation Dataset

description: Intro

Electrical disaggregation, also known as non-intrusive load monitoring (NILM) or non-intrusive appliance load monitoring (NIALM), attempts to recognize the energy consumption of single electrical appliances from the aggregated signal. This capability unlocks several applications, such as giving feedback to users regarding their energy consumption patterns or helping distribution system operators (DSOs) to recognize loads which could be shifted to stabilize the electrical grid. The project SmartNIALMeter brought together universities, companies and DSOs and involved the collection of a large data corpus comprising 20 buildings with a total of 100 electrical appliances for a period of up to two years at a sampling interval of five seconds. The variability of the loads, including heat pumps and a charging station for electric vehicles, and the presence of single-phase and three-phase devices make this dataset suitable for several investigations. The total consumption was collected through smart meters and each appliance’s consumption was measured with a dedicated sensor, providing sub-metering for all loads. The dataset can be used to tackle several open research questions, for example to investigate new NILM algorithms able to learn with a limited amount of sub-metered data.

 

Data Description

For the residential data we chose the Hierarchical Data Format (HDF5), which has been developed for big datasets and fast access. We publish two versions of the SNM dataset - a raw version with minimal curation steps and a version with more extensive preprocessing applied. Both versions of the dataset are organized along the same structure: Each appliance is saved individually as HDF5 and grouped by the building they are measured in. Measurements from individual phases are denoted by the ending L1, L2 or L3 in the file header (e.g. active power L1). This leads to the following file structure: <type>/building_<x>/<appliance>.h5, where:•  <type> denotes the type of the dataset, i.e. raw or preprocessed.•  <x> is a unique integer assigned to the building.•  <appliance> is the name of the measured appliance. The naming follows the NILM metadata convention.

A detailed description of the dataset, corresponding metadata and the measurement setup can be found in M. Vogel, M. Friedli, M. Camenzind, G. Kniesel, Ch. Klemenjak, G. Gugolz, P. Huber, A. Calatroni, L. Kaufmann, A. Rumsch, A. Paice, "The SmartNIALMeter Electrical Appliance Disaggregation Dataset".2024-05-02, Data-In-Brief (under review)

 

CodeThe code to generate the preprocessed version of the dataset can be downloaded alongside the dataset. Check on GitHub if an updated versions is available.
DOI: 10.5281/zenodo.10875988
title: The SmartNIALMeter Electrical Appliance Disaggregation Dataset

description: Intro

Electrical disaggregation, also known as non-intrusive load monitoring (NILM) or non-intrusive appliance load monitoring (NIALM), attempts to recognize the energy consumption of single electrical appliances from the aggregated signal. This capability unlocks several applications, such as giving feedback to users regarding their energy consumption patterns or helping distribution system operators (DSOs) to recognize loads which could be shifted to stabilize the electrical grid. The project SmartNIALMeter brought together universities, companies and DSOs and involved the collection of a large data corpus comprising 20 buildings with a total of 100 electrical appliances for a period of up to two years at a sampling interval of five seconds. The variability of the loads, including heat pumps and a charging station for electric vehicles, and the presence of single-phase and three-phase devices make this dataset suitable for several investigations. The total consumption was collected through smart meters and each appliance’s consumption was measured with a dedicated sensor, providing sub-metering for all loads. The dataset can be used to tackle several open research questions, for example to investigate new NILM algorithms able to learn with a limited amount of sub-metered data.

 

Data Description

For the residential data we chose the Hierarchical Data Format (HDF5), which has been developed for big datasets and fast access. We publish two versions of the SNM dataset - a raw version with minimal curation steps and a version with more extensive preprocessing applied. Both versions of the dataset are organized along the same structure: Each appliance is saved individually as HDF5 and grouped by the building they are measured in. Measurements from individual phases are denoted by the ending L1, L2 or L3 in the file header (e.g. active power L1). This leads to the following file structure: <type>/building_<x>/<appliance>.h5, where:•  <type> denotes the type of the dataset, i.e. raw or preprocessed.•  <x> is a unique integer assigned to the building.•  <appliance> is the name of the measured appliance. The naming follows the NILM metadata convention.

A detailed description of the dataset, corresponding metadata and the measurement setup can be found in M. Vogel, M. Friedli, M. Camenzind, G. Kniesel, Ch. Klemenjak, G. Gugolz, P. Huber, A. Calatroni, L. Kaufmann, A. Rumsch, A. Paice, "The SmartNIALMeter Electrical Appliance Disaggregation Dataset".2024-05-02, Data-In-Brief (under review)

 

CodeThe code to generate the preprocessed version of the dataset can be downloaded alongside the dataset. Check on GitHub if an updated versions is available.
DOI: 10.25549/examiner-c44-9124
title: Gem show in Glendale, 1951

description: 6 images. Gem show in Glendale, May 12, 1951. Walter Kohn; Jean Foote; Karen Ostergard; Earl Endell; B. W. Morant; Willy Peterson Fagerstam.
DOI: 10.25549/examiner-c44-14693
title: 70 year reunion, 1951

description: 2 images. Seventy-year reunion, 3 August 1951. Fred S. Knapp -- 75 years; Mrs. Katherine Dearth -- 25 [75?] years; Edward B. Tolan -- 71 years.
DOI: 10.25549/examiner-c44-14729
title: 13th Armored Division (Organized Reserve Corps), 1951

description: 17 images. Thirteenth Armored Division (Organized Reserve Corps), 5 August 1951. Lieutenant Ray E. Enter; Mrs. Gloria Enter; Private Dominic Susca; Mrs. Shirley Susca; First Sergeant Louis Bacon; Mrs. Doris Bacon; Captain and Mrs. John Claw; Gary Claw -- 4 years; Jean Claw -- 8 years; Private Glenn Ackman; Private Ken Gallanders; Corporal Eugene Fye; Lieutenant Robert M. Penny; Corporal Clarence Minor.; More descriptive information with originals.
DOI: 10.15468/dl.wwj3td
title: Occurrence Download

description: A dataset containing 3780 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Eragrostis tenuifolia (A.Rich.) Hochst. ex Steud.)"
 ]
}

 The dataset includes 3780 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017719-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-13403
title: Mayor gets photographed for civil defense, 1951

description: 2 images. Mayor gets photographed for civil defense, July 19, 1951. Offficer H.E. Epling (photographer); Mayor Fletcher Bowron.
DOI: 10.25549/examiner-c44-54392
title: General scene during Hoover demonstration, 1932

description: Photograph of a general scene during Hoover demonstration at the 1932 Republican Party Convention. "Watch your credit. 1318| International Chicago | 6-15-32 | General scene during Hoover demonstration. Chicago... View from the balcony as entire satdium seemed to rise to its feet in demonstration following Hoover's nomination. Note the banners reading 'Press on with Hoover' " -- typed note attached to verso. "Received. Examiner reference library. June 18, 1932" -- stamped on verso.
DOI: 10.15468/dl.nkdwam
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Country is one of (Mexico, Cuba, Guadeloupe, Guatemala, Brazil, El Salvador, Nicaragua, Venezuela (Bolivarian Republic of), Guyana)",
 "TaxonKey is Habenaria floribunda Lindl."
 ]
}

 The dataset includes 336 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017718-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-13601
title: Arrowhead fire, 1951

description: 17 images. Arrowhead fire, July 23, 1951. Harold Wood; Archie Johnston; Charles Smith; Chester Shaw.
DOI: 10.25549/examiner-c44-10977
title: Fashion awards dinner at Ambassador, 1951

description: 10 images. Fashion awards dinner at Ambassador, 26 July 1951. Lee Page (model); Alvina Tomin (model); Dorothy Van Nuys (model); W.C. Wright; Evelyn Frey; Marilyn Simmons; Butch Brodbeck.; More descriptive information with originals.
DOI: 10.25549/examiner-c44-11479
title: Sloat murder (Newhall), 1951

description: 10 images. Sloat murder (Newhall), June 29, 1951. Mrs. Helen Sloat -- 30 years (widow of victim); Edgar Dewey Sloat -- 53 years (victim); Mrs. Marion Wright -- 62 years (shot victim); Deputy Harold J. Smith (with bottle Edgar Sloat hit Marion Wright on head before fatal shooting); copies: Edgar D. Sloat -- 53 years holding son James -- 2 1/2 years; Mrs. Helen Sloat -- 30 years with son James.; More descriptive information with originals.
DOI: 10.15468/dl.27rn8d
title: Occurrence Download

description: A dataset containing 4323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Prosopis velutina Wooton)"
 ]
}

 The dataset includes 4323 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017720-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-9701
title: Optimists convention, 1951

description: 4 images. Optimists convention, May 11, 1951. Roy Atherton Jr. (Hollywood Optimist Club); Mrs. Lorraine Finn.; More descriptive information with originals.
DOI: 10.25549/examiner-c44-102742
title: New water cooler setup, 1951

description: 4 images. New water cooler setup, 26 July 1951. L.A. Examiner.
DOI: 10.25549/examiner-c44-102011
title: Fencing School, 1955

description: 6 images. Fencing School, 10 December 1955. Armond Keith -- 7 years; Norman Levitt -- 8 years; Raymond Levine -- 6 years; Cathy Levine -- 8 years; Rosalind Welsh -- 11 years; Judy Devore -- 8 years; Sandy Gekler -- 8 years; Elliott Welsh; Tomy Anne Ebbesen; Richard Freshman.; Caption slip reads: "Photographer: Snow. Date: 1955-12-10. Assignment: Fencing School. 5-6, L-R: Armond Keith, 7; Norman Levitt, 8; Raymond Levine, 6; Cathy Levine, 8; Rosalind Welsh, 11; Judy Devore, 8; Sandy Gekler, 8. 37: Cathy Levine; Norman Levitt. 38: Joseph Vince, instructor; Judy Devore; Raymond Levine. Sandy Gekler. 77-78: Elliott Welsh; Tomi [sic] Anne Ebbesen; Richard Freshman. For Riblett".
DOI: 10.25549/examiner-c44-54327
title: Los Angeles Transit Lines operators vote... Rodger Young Village, 1952

description: 2 images. Los Angeles Transit Lines operators vote... Rodger Young Village, 13 June 1952. Street car operators at first of three mass union meetings sign up for "strike ballots".