cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2ty3pm
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viguiera mollis Griseb.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051668-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dupemr
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.393586 -35.012538, 149.393586 -35.021522, 149.389095 -35.021522, 149.389095 -35.026013, 149.393586 -35.026013, 149.393586 -35.030505, 149.398078 -35.030505, 149.398078 -35.023767, 149.402569 -35.023767, 149.402569 -35.019276, 149.400324 -35.019276, 149.400324 -35.012538, 149.393586 -35.012538))"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051666-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq4kzx
title: Occurrence Download

description: A dataset containing 1091 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Davidia involucrata Baill."
 ]
}

 The dataset includes 1091 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051669-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmsy7x
title: Occurrence Download

description: A dataset containing 2054 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sterculiaceae"
 ]
}

 The dataset includes 2054 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051670-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13236062
title: Auditing Machine Behaviors: Does a diverse crowd result in different social norms?

description: Dataset of the paper:

Christoforou, E., Orphanou, K., Nicolaou, N., Stavrakis, E., & Otterbacher, J. (2023, October). Auditing Machine Behaviors: Does a diverse crowd result in different social norms?. In 2023 10th International Conference on Behavioural and Social Computing (BESC) (pp. 1-8). IEEE.

Abstract: 

Many intelligent systems depend on black-box services for achieving goals. For example, Decision Support Systems (DSS) incorporate image tagging services for translating the content of an image into useful information that serves the purpose of the system under development (e.g., facilitating hiring decisions). Auditing the results of DSS for fairness can thus become a cumbersome process as they are correlated with the output of the black-box image tagger. In this work, we assume that tags generated by an image tagger are part of the DSS and in terms of fairness can be considered socially acceptable or unacceptable conforming to the varying goals of a DSS. For example, the tag "good-looking" can be considered appropriate in a dating context but inappropriate in a hiring context. We propose a methodology for leveraging the use of crowdsourcing as an approach for auditing what is socially acceptable and unacceptable for tags generated by black-box image taggers. As a first step, we attempt to understand how the crowdworkers perceive (un)acceptable tags in two scenarios: (i) a hiring DSS, and (ii) a dating DSS. Through our analysis, we investigate how answers (in our case tags) received by crowdworkers representing different demographic groups (i.e., country of residence and gender) impact the auditing process. Results indicate that varying the DSS scenario, and the demographics of the crowdworkers, yields a different fairness perspective concurrent to the "acceptable" and "unacceptable" social norms.
DOI: 10.5281/zenodo.13236063
title: Auditing Machine Behaviors: Does a diverse crowd result in different social norms?

description: Dataset of the paper:

Christoforou, E., Orphanou, K., Nicolaou, N., Stavrakis, E., & Otterbacher, J. (2023, October). Auditing Machine Behaviors: Does a diverse crowd result in different social norms?. In 2023 10th International Conference on Behavioural and Social Computing (BESC) (pp. 1-8). IEEE.

Abstract: 

Many intelligent systems depend on black-box services for achieving goals. For example, Decision Support Systems (DSS) incorporate image tagging services for translating the content of an image into useful information that serves the purpose of the system under development (e.g., facilitating hiring decisions). Auditing the results of DSS for fairness can thus become a cumbersome process as they are correlated with the output of the black-box image tagger. In this work, we assume that tags generated by an image tagger are part of the DSS and in terms of fairness can be considered socially acceptable or unacceptable conforming to the varying goals of a DSS. For example, the tag "good-looking" can be considered appropriate in a dating context but inappropriate in a hiring context. We propose a methodology for leveraging the use of crowdsourcing as an approach for auditing what is socially acceptable and unacceptable for tags generated by black-box image taggers. As a first step, we attempt to understand how the crowdworkers perceive (un)acceptable tags in two scenarios: (i) a hiring DSS, and (ii) a dating DSS. Through our analysis, we investigate how answers (in our case tags) received by crowdworkers representing different demographic groups (i.e., country of residence and gender) impact the auditing process. Results indicate that varying the DSS scenario, and the demographics of the crowdworkers, yields a different fairness perspective concurrent to the "acceptable" and "unacceptable" social norms.
DOI: 10.15468/dl.ekp3y4
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viguiera neocronquistii B.L.Turner)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051671-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnq6pz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.641243 -35.023767, 148.641243 -35.030505, 148.645735 -35.030505, 148.645735 -35.028259, 148.643489 -35.028259, 148.643489 -35.023767, 148.641243 -35.023767))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051672-240626123714530/datasets/export for details.
DOI: 10.15468/dl.cqazfh
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fratercula cirrhata (Pallas, 1769)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 270 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051673-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh8kcb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((144.749274 -37.101131, 144.753765 -37.101131, 144.753765 -37.098886, 144.749274 -37.098886, 144.749274 -37.101131)), ((144.749274 -37.101131, 144.744782 -37.101131, 144.744782 -37.103377, 144.747028 -37.103377, 144.747028 -37.107869, 144.749274 -37.107869, 144.749274 -37.101131)))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051674-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfxjhp
title: Occurrence Download

description: A dataset containing 476693 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Meliaceae"
 ]
}

 The dataset includes 476693 records from 1777 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051653-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b16bcv
title: Occurrence Download

description: A dataset containing 923924 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Royal Botanic Gardens, Kew - Herbarium Specimens"
 ]
}

 The dataset includes 923924 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004718-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykxsqy
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalus willardi Meek, 1905",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 104 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109548-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3iuec
title: Occurrence Download

description: A dataset containing 180772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1980-2018",
 "HasCoordinate is true",
 "TaxonKey is Sambucus nigra L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 180772 records from 745 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005946-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o5cvml
title: Occurrence Download

description: A dataset containing 1866 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Crustacea del Museo Nacional de Historia Natural de Chile"
 ]
}

 The dataset includes 1866 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000365-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymesyp
title: Occurrence Download

description: A dataset containing 695 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippocampus algiricus Kaup, 1856"
 ]
}

 The dataset includes 695 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004718-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jw7omz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mazama chunyi Hershkovitz, 1959",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005946-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a876tb
title: Occurrence Download

description: A dataset containing 60209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Fabaceae",
 "TaxonKey is Leguminosae"
 ]
 }
 ]
}

 The dataset includes 60209 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337698-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4rz77
title: Occurrence Download

description: A dataset containing 1591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Orchis spitzelii Saut. ex W.D.J.Koch",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1591 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004718-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.18fns1
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Armenia",
 "HasCoordinate is true",
 "TaxonKey is Carex pendula Huds.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006109-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6b0nmw
title: Occurrence Download

description: A dataset containing 1513 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Enteromius dorsolineatus (Trewavas, 1936)",
 "TaxonKey is Afrixalus osorioi (Ferreira, 1906)",
 "TaxonKey is Enteromius fasciolatus (Günther, 1868)"
 ]
}

 The dataset includes 1513 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005946-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evtair
title: Occurrence Download

description: A dataset containing 589 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipsas brevifacies (Cope, 1866)"
 ]
}

 The dataset includes 589 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000365-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjm9r3
title: Occurrence Download

description: A dataset listing the 347 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.62962 26.08627,-98.94772 26.02399,-99.10677 25.63488,-98.79683 25.28508,-98.23403 25.41776,-98.16062 25.81124,-98.50727 26.08261,-98.62962 26.08627))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 347 records were derived from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057561-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynmmev
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year 1980-2020",
 "HasCoordinate is true",
 "TaxonKey is Plantago asiatica L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 246 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005930-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuhmb9
title: Occurrence Download

description: A dataset containing 10258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chloroceryle aenea (Pallas, 1764)"
 ]
}

 The dataset includes 10258 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005946-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hy3fu
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sistemática y distribución actual de los Agave spp mezcaleros"
 ]
}

 The dataset includes 293 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337701-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.igb70q
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((15.20508 -35.03,34.54102 -35.03,34.54102 -23.88584,15.20508 -23.88584,15.20508 -35.03))",
 "TaxonKey is Cichorium intybus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 65 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005946-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kftzca
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Uncia uncia (Schreber, 1775)"
 ]
}

 The dataset includes 349 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076539-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y25b82
title: Occurrence Download

description: A dataset listing the 92 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.54743 43.2167,-8.42528 43.21068,-8.19543 43.2522,-8.21769 43.41706,-8.25199 43.41285,-8.30193 43.43331,-8.44393 43.43812,-8.62324 43.41526,-8.61903 43.31658,-8.54743 43.2167))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chromista",
 "Year 1980-2022"
 ]
}

 The dataset's 92 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0413529-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpw8xg
title: Occurrence Download

description: A dataset containing 28680 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pituophis catenifer (Blainville, 1835)"
 ]
}

 The dataset includes 28680 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042995-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctkg7v
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllorhynchus browni Stejneger, 1890",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 152 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109558-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nn3t6
title: Occurrence Download

description: A dataset containing 23607 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Actualización e incremento de la base de datos del Herbario de la Benemérita Universidad Autónoma de Puebla"
 ]
}

 The dataset includes 23607 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014245-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99gify
title: Occurrence Download

description: A dataset containing 27529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Vulpia bromoides (L.) Gray",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27529 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005947-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yj4ape
title: Occurrence Download

description: A dataset containing 1227 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma altamirani Dugès, 1895"
 ]
}

 The dataset includes 1227 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196738-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.843sd8
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Uncia uncia (Schreber, 1775)"
 ]
}

 The dataset includes 349 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076540-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2z56u
title: Occurrence Download

description: A dataset containing 18578 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chenopodium ambrosioides L."
 ]
}

 The dataset includes 18578 records from 408 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290247-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.