cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26965384.v3
title: An Educational Knowledge Graph Question Answering Dataset with Cognitive Expressions and Language Styles

description: Educational question answering is vital for online education, with Educational Knowledge Graph Question Answering (EKGQA) focusing on leveraging knowledge bases to answer questions. However, the lack of real Chinese annotated datasets hampers EKGQA's progress. Current datasets often feature direct questions, but actual educational questions reflect varied cognitive expressions and language styles due to differing experiences and backgrounds. To address this, in this paper, we propose to benchmark such challenges for EKGQA by establishing a more realistic dataset EDUCEQ. It contains 236.3k questions in 12 categories. Compared with existing datasets, EDUCEQ features two more authentic features - diverse cognitive expressions and various language styles.Additionally, we have evaluated various categories using the EDUCEQ dataset and developed a robust baseline EKGQA method that establishes competitive benchmarks for future research.The EDUCEQ is the first to portray a more realistic view of educational phenomena from a cognitive and computational linguistics perspective, which is beneficial to educational knowledge graph question answering and also the online education field in general.
DOI: 10.15468/dl.kfajvh
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhombophryne ornata Scherz, Ruthensteiner, Vieites, Vences & Glaw, 2015, Rhombophryne coronata (Vences & Glaw, 2003))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009709-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c822e
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abronia anzuetoi Campbell & Frost, 1993)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009710-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u68rvn
title: Occurrence Download

description: A dataset containing 2376 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudastur polionotus (Kaup, 1847)"
 ]
}

 The dataset includes 2376 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009712-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5x3sy4
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Loxosceles arizonica Gertsch & Mulaik, 1940"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009713-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nazbtd
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Naja pallida Boulenger, 1896"
 ]
}

 The dataset includes 117 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009714-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh5gxf
title: Occurrence Download

description: A dataset containing 49979 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudastur albicollis (Latham, 1790)"
 ]
}

 The dataset includes 49979 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009711-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2tmgp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhombophryne tany Scherz, Ruthensteiner, Vieites, Vences & Glaw, 2015)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009716-240906103802322/datasets/export for details.
DOI: 10.15468/dl.brqxpb
title: Occurrence Download

description: A dataset containing 21455 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calymperes Sw. ex F.Weber"
 ]
}

 The dataset includes 21455 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009715-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b45exr
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Loxosceles apachea Gertsch & Ennik, 1983"
 ]
}

 The dataset includes 55 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009718-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggaubg
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sternotherus depressus Tinkle & Webb, 1955)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 63 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009717-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6n5t4
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhombophryne testudo Boettger, 1880)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009719-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdawgw
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemachatus Fleming, 1822)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 428 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009720-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwp4bb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhombophryne vaventy Scherz, Ruthensteiner, Vences & Glaw, 2014)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009721-240906103802322/datasets/export for details.
DOI: 10.15468/dl.v85pzv
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sanguirana aurantipunctata Fuiten, Welton, Diesmos, Barley, Oberheide, Duya, Rico & Brown, 2011)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 92 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009723-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26888767
title: Mean Monthly Precipitation in Pichoy, Valdivia, 2000.

description: EnglishThis is a .txt file containing the mean monthly precipitation of Valdivia (Pichoy station) on the 2000 year. This material is intended solely for educational purposes and forms part of the "Análisis Geoespacial con Python" course (2024). This material is provided by the Center for Climate and Resilience Research ((CR)<sup>2</sup>).EspañolEste es un archivo .txt que contiene la precipitación mensual promedio de Valdivia (estación Pichoy) en el año 2000. Este material unicamente para fines educativos y forma parte del curso "Análisis Geoespacial con Python" (2024). Este materia es proveído por el Centro de Ciencia del Clima y la Resiliencia ((CR)<sup>2</sup>).
DOI: 10.6084/m9.figshare.26888767.v1
title: Mean Monthly Precipitation in Pichoy, Valdivia, 2000.

description: EnglishThis is a .txt file containing the mean monthly precipitation of Valdivia (Pichoy station) on the 2000 year. This material is intended solely for educational purposes and forms part of the "Análisis Geoespacial con Python" course (2024). This material is provided by the Center for Climate and Resilience Research ((CR)<sup>2</sup>).EspañolEste es un archivo .txt que contiene la precipitación mensual promedio de Valdivia (estación Pichoy) en el año 2000. Este material unicamente para fines educativos y forma parte del curso "Análisis Geoespacial con Python" (2024). Este materia es proveído por el Centro de Ciencia del Clima y la Resiliencia ((CR)<sup>2</sup>).
DOI: 10.18112/openneuro.ds005401.v1.0.1
title: An fMRI Dataset for Appetite Neural Correlates in People Living with Motor Neuron Disease
DOI: 10.57770/g9e1hf
title: Spectroscopic Analysis of the Initial Step of the Maillard Reaction of d-Fructose and Nα-Acetyl-l-lysine

description: This is a two-dimensional data analyzed in the publication.
DOI: 10.15468/dl.uz7t2d
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sclerophrys perreti (Schiøtz, 1963))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009725-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edxfgh
title: Occurrence Download

description: A dataset containing 344536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (North America, South America)",
 "OccurrenceStatus is Present",
 "TaxonKey is Peucaea Audubon, 1839"
 ]
}

 The dataset includes 344536 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009707-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bxwfw
title: Occurrence Download

description: A dataset containing 135108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranoaetus albicaudatus (Vieillot, 1816)"
 ]
}

 The dataset includes 135108 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009708-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hktagg
title: Occurrence Download

description: A dataset containing 2609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sclerophrys taiensis (Rödel & Ernst, 2000), Sclerophrys capensis Tschudi, 1838)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2609 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009726-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfaxua
title: Occurrence Download

description: A dataset containing 1928 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucopternis melanops (Latham, 1790)"
 ]
}

 The dataset includes 1928 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009727-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75eyyb
title: Occurrence Download

description: A dataset containing 1282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucopternis kuhli Bonaparte, 1850"
 ]
}

 The dataset includes 1282 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009728-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ht2mfn
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silverstoneia punctiventris Grant & Myers, 2013)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009730-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83pejs
title: Occurrence Download

description: A dataset containing 827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus amblyrhynchoides (Whitley, 1934)"
 ]
}

 The dataset includes 827 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009733-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qby5y5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spinomantis tavaratra Cramer, Rabibisoa & Raxworthy, 2008)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009734-240906103802322/datasets/export for details.
DOI: 10.15468/dl.x4f632
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Calycanthus chinensis (W.C.Cheng & S.Y.Chang) W.C.Cheng & S.Y.Chang ex P.T.Li"
 ]
}

 The dataset includes 73 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009736-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26969515
title: Codes and Datasets

description: The datasets used to support paper "Advancing Urban High-Priority Hotspot Sensing through Multi-Objective Vehicle Selection Optimization"<br>
DOI: 10.15468/dl.y5972u
title: Occurrence Download

description: A dataset containing 3654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Fossil, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Populus deltoides W.Bartram ex Marshall"
 ]
}

 The dataset includes 3654 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009735-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3vd4p
title: Occurrence Download

description: A dataset listing the 2416 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-68.31244 44.50689,-68.496 44.38489,-68.59817 44.23506,-68.73613 44.02193,-68.63993 43.90605,-68.26728 44.08158,-68.05432 44.2898,-67.9322 44.34955,-67.95397 44.54066,-68.31244 44.50689))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 2416 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010575-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1aziaf
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Echeveria longissima var. aztatlensis J.Meyrán",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002537-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h572zm
title: Occurrence Download

description: A dataset containing 2549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larus canus Linnaeus, 1758",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 2549 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036526-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9q8k3
title: Occurrence Download

description: A dataset containing 32150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 32150 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009706-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67cgqu
title: Occurrence Download

description: A dataset listing the 145 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Amsterdam (NL) - Páramo Vegetation Research, Paramo \"El Almorzadero\", Colombia"
 ]
}

 The dataset's 145 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045094-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubvsek
title: Occurrence Download

description: A dataset containing 26397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanessa cardui (Linnaeus, 1758)",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 26397 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036511-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5532h
title: Occurrence Download

description: A dataset containing 12826 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "GadmGid is MEX.26_1",
 "GadmGid is USA.3_1",
 "GadmGid is USA.5_1",
 "GadmGid is MEX.25_1",
 "GadmGid is MEX.6_1"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Ceratina Latreille, 1802"
 ]
}

 The dataset includes 12826 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0411655-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.04g3cj
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marmosa rubra Tate, 1931",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032017-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edaacw
title: Occurrence Download

description: A dataset containing 5977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoenicopterus roseus Pallas, 1811",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 5977 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036502-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3zwsv
title: Occurrence Download

description: A dataset containing 56242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipterocarpaceae"
 ]
}

 The dataset includes 56242 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004811-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.