cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/gj72-4316
title: "Datasets for Towards Highly Efficient Semantic Communication via Semantic-aware Compression on Time Series Data"

description: "Goal-oriented semantic communication offers a promising solution to the challenges of communication and energy costs raised by increasing Internet of Things (IoT) data traffic. While deep learning-based methods are commonly employed, they face limitations when handling sequential time series data and incur high computational overhead, which renders them unsuitable for resource-constrained IoT environments. While conventional data compression techniques play a crucial role in reducing transmission and storage costs, they are constrained by their focus on data reconstruction quality rather than downstream task accuracy. In this paper, we extend SHRINK, a semantic-aware time-series data compression method, incorporating semantic quantization and transformation to support direct analytics within a goal-oriented edge analytics framework. We first assess SHRINK\u2019s effectiveness through a case study on outlier detection and then further tailor it for this task. We conduct extensive experiments on 193 datasets across multiple domains using three widely used outlier detection methods: Isolation Forest (IForest), Local Outlier Factor (LOF), and SAND. Our results show that direct outlier detection on compressed semantics achieves accuracy comparable to that on raw data, or even higher, in nearly all cases, while accessing only 1\u20135% of the original data volume with up to two orders of magnitude runtime speedup."
DOI: 10.15468/dl.2q7cyf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplochromis xenognathus Greenwood, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((28.1382 11.0599,19.1382 11.0599,19.1382 2.0599,28.1382 2.0599,28.1382 11.0599))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059559-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12226458
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15437843
title: Raw data for: Cytokinin arabinosides show increased efficacy in priming tomato immunity and directly inhibiting/restricting energy metabolism in the fungal phytopathogen B. cinerea

description: Supplementary dataset with measured data for publication: "Cytokinin arabinosides show increased efficacy in priming tomato immunity and directly inhibiting/restricting energy metabolism in the fungal phytopathogen B. cinerea".
DOI: 10.5281/zenodo.15437844
title: Raw data for: Cytokinin arabinosides show increased efficacy in priming tomato immunity and directly inhibiting/restricting energy metabolism in the fungal phytopathogen B. cinerea

description: Supplementary dataset with measured data for publication: "Cytokinin arabinosides show increased efficacy in priming tomato immunity and directly inhibiting/restricting energy metabolism in the fungal phytopathogen B. cinerea".
DOI: 10.15468/dl.5gkzzb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrosigma rautenbachiae Cholnoky, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059560-250525065834625/datasets/export for details.
DOI: 10.48597/9pq9-asuu
title: Measurement of Nitrogen oxides at Kosetice (NAOK)

description: Measurement of Nitrogen oxides at Kosetice (NAOK)
DOI: 10.48597/xpf2-9yju
title: Nitrogen oxides at Kosetice (NAOK)

description: Measurement of Nitrogen oxides at Kosetice (NAOK)
DOI: 10.15468/dl.78pbsn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrosigma rautenbachiae Cholnoky, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059564-250525065834625/datasets/export for details.
DOI: 10.48597/zzfw-z9j4
title: Nitrogen oxides at Kosetice (NAOK)

description: Measurement of Nitrogen oxides at Kosetice (NAOK)
DOI: 10.15468/dl.td59ww
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplochromis xenognathus Greenwood, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((10.2584 37.8417,10.1382 37.8331,10.1382 29.0599,19.1382 29.0599,19.1382 30.7949,19.1126 30.773,17.9925 31.4051,15.9884 31.8343,15.8046 32.3907,15.4499 32.8216,13.5086 33.3826,12.4536 33.3149,11.5886 33.6969,11.3735 34.2058,11.8094 34.3437,11.9549 34.6971,11.6647 35.1911,11.52 35.9576,11.266 36.2511,11.6196 36.7465,11.497 37.3197,11.2593 37.5361,10.5978 37.5948,10.2584 37.8417))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059562-250525065834625/datasets/export for details.
DOI: 10.15468/dl.dywune
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elephantopus tomentosus L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 88 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009328-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmyvn6
title: Occurrence Download

description: A dataset containing 447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antilophia galeata (Lichtenstein, 1823)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-78.18 -31.39,-78.18 1.97,-23.07 1.97,-23.07 -31.39,-78.18 -31.39))"
 ]
}

 The dataset includes 447 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009328-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcfn5v
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Azolla cristata Kaulf.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 625 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073404-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2agxhq
title: Occurrence Download

description: A dataset containing 3522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Icterus galbula (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 3522 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241334-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9eib7q
title: Occurrence Download

description: A dataset containing 1658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Scytalopus stilesi A.M.Cuervo, C.D.Cadena, Krabbe & Renjifo, 2005",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1658 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000389-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7zab7
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Baldellia alpestris (Coss.) Laínz",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 423 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073410-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2q7m87
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platydoras armatulus (Valenciennes, 1840)"
 ]
}

 The dataset includes 242 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232929-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esr777
title: Occurrence Download

description: A dataset containing 78918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Muntiacus reevesi (Ogilby, 1839), Macaca thibetana (A.Milne-Edwards, 1870), Dremomys pernyi (Milne-Edwards, 1867), Arctonyx collaris F.G.Cuvier, 1825)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China, Chinese Taipei)",
 "Geometry POLYGON((73 4,135 4,135 53,73 53,73 4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 78918 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155181-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8m9z5h
title: Occurrence Download

description: A dataset containing 242289 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Red Book of Mammals in Portugal (part II)"
 ]
}

 The dataset includes 242289 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073413-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xj5gzp
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "StateProvince is santander",
 {
 "or" : [
 "InstitutionCode is col",
 "InstitutionCode is instituto de investigación de recursos biológicos alexander von humboldt (iavh)",
 "InstitutionCode is universidad de antioquia (udea)"
 ]
 },
 "TaxonKey is Arecaceae"
 ]
}

 The dataset includes 345 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000382-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj7v5c
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Scytalopus canus Chapman, 1915",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 153 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000383-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbk8g7
title: Occurrence Download

description: A dataset containing 766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Recurvirostra avosetta Linnaeus, 1758",
 "Year 2001-2018"
 ]
}

 The dataset includes 766 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244198-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkj37r
title: Occurrence Download

description: A dataset containing 1910204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 1910204 records from 440 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004005-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mch8hv
title: Occurrence Download

description: A dataset containing 805 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Zoothera imbricata E.L.Layard, 1854"
 ]
}

 The dataset includes 805 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001679-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wluwl6
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Thryophilus nicefori (Meyer de Schauensee, 1946)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 305 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000394-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8c9wq
title: Occurrence Download

description: A dataset containing 2633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plectrophenax nivalis (Linnaeus, 1758)",
 "Year 2011-2021"
 ]
}

 The dataset includes 2633 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244213-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyzdsp
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Thryophilus sernai Lara, Cuervo, Valderrama, Calderón-F & Cadena, 2012",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 374 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000397-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eux96u
title: Occurrence Download

description: A dataset containing 1593452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 {
 "or" : [
 "MediaType is Image",
 "MediaType is Video",
 "MediaType is Audio"
 ]
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1593452 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251091-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14044964
title: The spatial landscape of Cancer Hallmarks reveals patterns of tumor ecology and drug sensitivity
DOI: 10.34740/kaggle/dsv/10584431
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.8ys9bj
title: Occurrence Download

description: A dataset listing the 10633 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset's 10633 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002938-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hg3t9
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Namibia, Angola)",
 "TaxonKey is Welwitschia mirabilis Hook.f."
 ]
}

 The dataset includes 830 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002947-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10584444
title: World Stock Prices ( Daily Updating )
DOI: 10.5281/zenodo.14740365
title: .OBJ Files for 3D Reconstructions of 2D SEM Images

description: Here we provide a Fortran file to create a 3D mesh (.obj file format) from a 2D grey-scale image, for instance, a SEM (Scanning Electron Microscope) image. The zipped folder contains some examples of 3D reconstructions, as .obj files, that can be visualized on-line by means of  https://3dviewer.net/ .
description: Details on method and images are given at  https://zenodo.org/records/14740233
DOI: 10.5281/zenodo.14740366
title: .OBJ Files for 3D Reconstructions of 2D SEM Images

description: Here we provide a Fortran file to create a 3D mesh (.obj file format) from a 2D grey-scale image, for instance, a SEM (Scanning Electron Microscope) image. The zipped folder contains some examples of 3D reconstructions, as .obj files, that can be visualized on-line by means of  https://3dviewer.net/ .
description: Details on method and images are given at  https://zenodo.org/records/14740233
DOI: 10.5281/zenodo.14741597
title: LGBT-DOCSS-ES

description: Psychometric Properties and Cultural Adaptation of the Spanish Version of The Lesbian, Gay, Bisexual, and Transgender Development of Clinical Skills Scale (LGBT- DOCSS-ES)
DOI: 10.5281/zenodo.14741598
title: LGBT-DOCSS-ES

description: Psychometric Properties and Cultural Adaptation of the Spanish Version of The Lesbian, Gay, Bisexual, and Transgender Development of Clinical Skills Scale (LGBT- DOCSS-ES)
DOI: 10.15468/dl.3afxjq
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "Geometry POLYGON((-5.4858 37.08745,-5.65773 36.83815,-5.21931 36.37393,-4.9872 36.33955,-4.7293 36.39113,-4.06737 36.44271,-3.26788 36.4685,-2.80367 36.68341,-2.79507 37.36254,-3.19051 37.82676,-3.88767 37.90527,-4.39404 37.91272,-4.97001 37.66342,-5.4858 37.08745))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhodophyta"
 ]
}

 The dataset includes 383 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002949-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10579104
title: Random Telecom Payments
DOI: 10.5281/zenodo.14741659
title: Datos afiliación y empresas en Cultura 2019

description: Base de datos de afiliación empresas en códigos CNAE en municipios medianos 2019
DOI: 10.5281/zenodo.14741660
title: Datos afiliación y empresas en Cultura 2019

description: Base de datos de afiliación empresas en códigos CNAE en municipios medianos 2019
DOI: 10.15468/dl.u37eu5
title: Occurrence Download

description: A dataset containing 716966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((126.62782 -10.01685,140.85893 -10.01685,140.85893 3.57965,126.62782 3.57965,126.62782 -10.01685))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 716966 records from 619 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002948-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25451/flinders.28282070.v1
title: List of unique antimicrobial resistance genes found in prophage regions

description: A list of the unique antimicrobial resistance genes found within prophage regions and literature providing evidence for or against their ability to confer a resistance phenotype.
DOI: 10.25451/flinders.28282070
title: List of unique antimicrobial resistance genes found in prophage regions

description: A list of the unique antimicrobial resistance genes found within prophage regions and literature providing evidence for or against their ability to confer a resistance phenotype.
DOI: 10.5281/zenodo.14616534
title: Artifact for TACAS'25 paper: Performance Heuristics for GR(1) Realizability Checking and Related Analyses

description: Artifact for TACAS'25 paper: Performance Heuristics for GR(1) Realizability Checking and Related Analyses
DOI: 10.5281/zenodo.14741673
title: Artifact for TACAS'25 paper: Performance Heuristics for GR(1) Realizability Checking and Related Analyses

description: Artifact for TACAS'25 paper: Performance Heuristics for GR(1) Realizability Checking and Related Analyses
DOI: 10.15468/dl.d6gqun
title: Occurrence Download

description: A dataset containing 12323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astacus astacus (Linnaeus, 1758)"
 ]
}

 The dataset includes 12323 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002962-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.