cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e121081v1-187635
title: Data and Code for "Cost and Efficiency in Government Outsourcing: Evidence from the Dredging Industry"

description: This paper investigates the how government outsourcing affects efficiency and expenditures by considering how outsourcing decisions are determined along two dimensions: (i) cost differences between private firms and government suppliers of public goods and (ii) dynamics arising from cost complementarities and capacity constraints. I formulate and estimate a dynamic model of government outsourcing using project-level data from the dredging industry. Model estimates indicate substantial cost savings due to outsourcing but also that government presence in the market yields cost reduction. A counterfactual policy featuring direct competition between government and private sector firms finds a total expenditure reduction of 15.7 percent.<br><br>
DOI: 10.15468/dl.kjbm5d
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-104.16784 38.0148,-99.01883 38.22973,-95.64854 38.0148,-95.64854 42.39872,-97.03873 42.44827,-102.17355 42.52252,-104.16784 38.0148))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2025-2025"
 ]
}

 The dataset includes 342 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023081-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tb3gx
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidium sativum",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023082-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9tzak
title: Occurrence Download

description: A dataset containing 565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassocephalum montuosum",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 565 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023084-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuxgwp
title: Occurrence Download

description: A dataset containing 14090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Phlomis herba-venti"
 ]
}

 The dataset includes 14090 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023083-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17046604
title: 1st Clarity Prediction Challenge (CPC1) dataset for hearing aid speech intelligibility prediction

description: This dataset was created for the first Clarity Prediction Challenge (CPC1), which investigated the prediction of speech intelligibility for hearing-aid users in noisy acoustic environments. The challenge is now complete, but the dataset is made available for ongoing research. It can be used to develop and evaluate algorithms that estimate speech intelligibility across a range of acoustic and hearing-aid conditions.

The release includes audio signals, listener metadata, and supporting documentation. These materials enable reproducible evaluation of past challenge submissions as well as benchmarking of new approaches.

Further information about the challenge, including background, task definitions, and baseline systems, is available at: https://claritychallenge.org/docs/cpc1/cpc1_intro
DOI: 10.5281/zenodo.17046603
title: 1st Clarity Prediction Challenge (CPC1) dataset for hearing aid speech intelligibility prediction

description: This dataset was created for the first Clarity Prediction Challenge (CPC1), which investigated the prediction of speech intelligibility for hearing-aid users in noisy acoustic environments. The challenge is now complete, but the dataset is made available for ongoing research. It can be used to develop and evaluate algorithms that estimate speech intelligibility across a range of acoustic and hearing-aid conditions.

The release includes audio signals, listener metadata, and supporting documentation. These materials enable reproducible evaluation of past challenge submissions as well as benchmarking of new approaches.

Further information about the challenge, including background, task definitions, and baseline systems, is available at: https://claritychallenge.org/docs/cpc1/cpc1_intro
DOI: 10.25390/caryinstitute.11801052.v80
title: Cary Institute Environmental Monitoring Program Current Year Data 2025

description: The Cary Institute of Ecosystem Studies Environmental Monitoring Program is a long-term data collection program designed to understand how the environment changes over time. The program includes monitoring of climate including temperature and precipitation, as well as variables related to air pollution, such as acid deposition and ozone, and water pollution and other streamwater chemistry. Our solar radiation monitoring includes diffuse and global photosynthetically active radiation (PAR), diffuse and global shortwave radiation, net radiation and UV. Long-term monitoring of solar radiation provides us with an understanding of atmospheric energy dynamics, which can affect natural and human systems. The Cary Institute of Ecosystem Studies, Environmental Monitoring Program furnishes data under the following conditions: The data have received quality assurance scrutiny by our program, and, although we are confident of the accuracy of these data, Cary Institute will not be held liable for errors in these data. Data are subject to change resulting from updates in data screening or models used. Data citation: please click on the Cite button in the Figshare repository.<br>
Those wishing to publish data from Cary Institute of Ecosystem Studies, Environmental Monitoring Program are encouraged to contact data manager Vicky Kelly, kellyv@caryinstitute.org.<br>
For complete data for previous years and for complete metadata, please see appropriate items for the Cary Institute Environmental Monitoring Program at https://caryinstitute.figshare.com/
DOI: 10.15468/dl.5f3ahy
title: Occurrence Download

description: A dataset listing the 626 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museu Paraense Emílio Goeldi - Mastozoology Collection"
 ]
}

 The dataset's 626 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023080-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwwkkz
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Waltheria preslii"
 ]
}

 The dataset includes 135 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023085-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezakpg
title: Occurrence Download

description: A dataset containing 4440 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton hirtus"
 ]
}

 The dataset includes 4440 records from 271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023088-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbz6pm
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "TaxonKey is Procambarus clarkii (Girard, 1852)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013834-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bavjws
title: Occurrence Download

description: A dataset containing 716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Gelechia sabinellus (Zeller, 1839)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 716 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029717-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdsv9m
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lecythis pisonis Cambess.)",
 "DecimalLatitude is greater than -20",
 "DecimalLongitude is greater than -90",
 "DecimalLatitude is less than 20",
 "DecimalLongitude is less than -35"
 ]
}

 The dataset includes 731 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179137-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819346
title: Malia-N596-322-MS 11_4

description: Référence : N596-322<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.j2dkh8
title: Occurrence Download

description: A dataset containing 473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bryum bornholmense Wink. & R.Ruthe",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 473 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000541-170822121629195/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819347
title: Malia-N596-323-MS 11_5

description: Référence : N596-323<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.fvzx8p
title: Occurrence Download

description: A dataset containing 4591 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is WII Herbarium Dataset"
 ]
}

 The dataset includes 4591 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208804-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819348
title: Malia-N596-324-MS 11_6

description: Référence : N596-324<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.2tas97
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Onchidella celtica (Audouin & Milne-Edwards, 1832)"
 ]
}

 The dataset includes 71 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179143-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819349
title: Malia-N596-325-MS 11_7

description: Référence : N596-325<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.pq1bwd
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Helichrysum gossypinum Webb, 1844"
 ]
}

 The dataset includes 42 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000541-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819350
title: Malia-N596-326-MS 11_8

description: Référence : N596-326<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.34816/efa.archives.819351
title: Malia-N596-327-MS 11_9

description: Référence : N596-327<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.xgfwag
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Darevskia rudis (Bedriaga, 1886)"
 ]
}

 The dataset includes 359 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208855-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89myeg
title: Occurrence Download

description: A dataset containing 9247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than 38.9909842306629",
 "DecimalLatitude is less than 39.5361984067021",
 "DecimalLongitude is greater than -76.9312927732819",
 "DecimalLongitude is less than -76.2297989520133"
 ]
}

 The dataset includes 9247 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000541-171107215919691/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xufzzy
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Cochranella resplendens (Lynch & Duellman, 1973)"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179124-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819352
title: Malia-N596-328-MS 11_10

description: Référence : N596-328<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.34816/efa.archives.819353
title: Malia-N596-329-MS 11_11

description: Référence : N596-329<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.34816/efa.archives.819354
title: Malia-N596-330-MS 11_12

description: Référence : N596-330<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.4hkn5f
title: Occurrence Download

description: A dataset containing 879 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocarpus matudae Lundell"
 ]
}

 The dataset includes 879 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025129-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ad3ju
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "Geometry POLYGON((-22.66905 23.84058,70.66905 23.84058,70.66905 61.15942,-22.66905 61.15942,-22.66905 23.84058))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterocephalus plumosus (L.) Coult."
 ]
}

 The dataset includes 193 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179118-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzow88
title: Occurrence Download

description: A dataset containing 11191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella marina (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11191 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000542-150211104439307/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819355
title: Malia-N596-331-MS 11_13

description: Référence : N596-331<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.gulk9r
title: Occurrence Download

description: A dataset listing the 2362 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lista florística preliminar de Tamaulipas"
 ]
}

 The dataset's 2362 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016039-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwiwkj
title: Occurrence Download

description: A dataset containing 678 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triaenodon obesus (Rüppell, 1837)"
 ]
}

 The dataset includes 678 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000542-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stjdjd
title: Occurrence Download

description: A dataset containing 76047 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbário João de Carvalho e Vasconcellos, I.S.A./U.L."
 ]
}

 The dataset includes 76047 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179145-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819356
title: Malia-N596-332-MS 11_14

description: Référence : N596-332<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.34816/efa.archives.819357
title: Malia-N596-333-MS 11_15

description: Référence : N596-333<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.syqudr
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Mauremys leprosa (Schweigger, 1812)"
 ]
}

 The dataset includes 421 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208859-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819358
title: Malia-N596-334-MS 11_16

description: Référence : N596-334<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.bb5rwk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prestonia acrensis J.F.Morales"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184322-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq61mm
title: Occurrence Download

description: A dataset containing 282927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 {
 "or" : [
 "Country is Burundi",
 "Country is Tanzania, United Republic of",
 "Country is Kenya",
 "Country is Rwanda",
 "Country is Uganda"
 ]
 }
 ]
}

 The dataset includes 282927 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000542-150304104939900/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819359
title: Malia-N596-335-MS 11_17

description: Référence : N596-335<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.prbtaa
title: Occurrence Download

description: A dataset containing 1904 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Leontocebus lagonotus (Jiménez de la Espada, 1870), Ateles belzebuth É.Geoffroy Saint-Hilaire, 1806, Leontopithecus rosalia (Linnaeus, 1766), Cebuella pygmaea (Spix, 1823))"
 ]
}

 The dataset includes 1904 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179134-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819360
title: Malia-N596-336-MS 11_18

description: Référence : N596-336<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.a7nxme
title: Occurrence Download

description: A dataset containing 2251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fumaria schleicheri Soy.-Will."
 ]
}

 The dataset includes 2251 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208883-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lte9g0
title: Occurrence Download

description: A dataset containing 204870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium vulgare (Savi) Ten.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 204870 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000542-150311145101897/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/efa.archives.819361
title: Malia-N596-337-MS 11_19

description: Référence : N596-337<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.34816/efa.archives.819362
title: Malia-N596-338-MS 11_20

description: Référence : N596-338<br />Publication(s) : Inédit<br />Période(s) : Âge du Bronze; Minoen<br />Domaine : Vase<br />
DOI: 10.15468/dl.6da8ys
title: Occurrence Download

description: A dataset containing 457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Bassaricyon neblina Helgen, Pinto, Kays, Helgen, Tsuchiya, Quinn, Wilson & Maldonado, 2013, Procyon cancrivorus G, Tremarctos ornatus (F.G.Cuvier, 1825))"
 ]
}

 The dataset includes 457 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179123-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.