cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34740/kaggle/dsv/14328965
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.upnnuk
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Saussurea medusa"
 ]
}

 The dataset includes 485 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068306-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/7kgayg
title: GSSI_Novel_Indicator

description: dataset and codebase used for production of behavioral economic indicator
DOI: 10.7910/dvn/sfct6i
title: Sub-Saharan Africa HealthTech Startup Ecosystem: A Market Map of 400+ Startups

description: A comprehensive dataset and market map of over 400 HealthTech startups across Sub-Saharan Africa (2015–2025). The data analyzes sub-sectors, business models (B2B/B2C/B2G), and funding stages to identify localization strategies and growth trends in the African digital health ecosystem.
DOI: 10.15468/dl.nbbxam
title: Occurrence Download

description: A dataset listing the 1044 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.71581 47.23264,-1.70528 47.23126,-1.68967 47.2313,-1.67884 47.23283,-1.66776 47.23557,-1.65814 47.23893,-1.65078 47.24255,-1.65077 47.24255,-1.64213 47.24765,-1.63481 47.25338,-1.6295 47.25922,-1.62521 47.26623,-1.62287 47.27291,-1.62206 47.28048,-1.62295 47.28733,-1.62405 47.29095,-1.62755 47.29798,-1.63242 47.30423,-1.63833 47.30961,-1.64615 47.31479,-1.65422 47.31867,-1.66353 47.32181,-1.67396 47.32401,-1.68426 47.32499,-1.6918 47.325,-1.69995 47.32437,-1.70948 47.32272,-1.7189 47.32019,-1.72962 47.31592,-1.74011 47.31122,-1.74726 47.30664,-1.75363 47.30109,-1.75886 47.29462,-1.76219 47.28832,-1.76342 47.28478,-1.76463 47.27754,-1.76422 47.27095,-1.76416 47.27061,-1.76228 47.26414,-1.7586 47.2573,-1.75392 47.25153,-1.74737 47.24577,-1.74034 47.24124,-1.73153 47.2371,-1.72393 47.23444,-1.71581 47.23264))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "Year 2005-2025"
 ]
}

 The dataset's 1044 records were derived from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068303-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxpznd
title: Occurrence Download

description: A dataset containing 28006742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "Geometry MULTIPOLYGON (((-82 9, -82 10, -83 10, -84 10, -84 9, -83 9, -82 9)), ((-80 7, -80 8, -81 8, -81 7, -80 7)), ((-81 8, -81 9, -82 9, -82 8, -81 8)), ((-85 10, -85 11, -86 11, -86 10, -85 10)), ((-96 19, -96 20, -97 20, -97 19, -96 19)), ((-101 18, -101 17, -100 17, -99 17, -99 16, -98 16, -97 16, -96 16, -95 16, -95 17, -96 17, -97 17, -97 19, -98 19, -98 20, -97 20, -97 21, -98 21, -98 24, -99 24, -99 25, -100 25, -101 25, -101 24, -100 24, -100 20, -101 20, -101 21, -102 21, -102 22, -103 22, -103 23, -104 23, -104 24, -105 24, -105 25, -106 25, -106 27, -107 27, -107 28, -108 28, -108 29, -109 29, -109 26, -108 26, -108 25, -107 25, -107 23, -106 23, -106 22, -105 22, -105 19, -104 19, -104 18, -103 18, -102 18, -101 18)), ((-88 15, -89 15, -90 15, -90 14, -89 14, -89 13, -88 13, -87 13, -87 12, -86 12, -85 12, -85 13, -86 13, -86 15, -87 15, -88 15)), ((-83 14, -83 15, -84 15, -84 14, -83 14)), ((-91 15, -91 16, -92 16, -92 15, -91 15)), ((-92 18, -92 19, -93 19, -93 18, -92 18)), ((-89 17, -88 17, -88 19, -87 19, -87 21, -88 21, -88 22, -89 22, -89 20, -90 20, -91 20, -91 18, -91 17, -90 17, -89 17)))"
 ]
}

 The dataset includes 28006742 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068285-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/031m-r471
title: "Industrial Alarm Flood Sequences Dataset (VAM Process)"

description: "This dataset contains historical alarm flood sequences generated by the Vinyl Acetate Monomer (VAM) simulation model. It serves as a benchmark dataset for the research on Root Cause Identification (RCI) of alarm floods, alarm management, and alarm flood sequences analysis in complex industrial facilities."
DOI: 10.25345/c5t43jg7r
title: MassIVE MSV000100346 - Reductive_amination_retention_time_matching
title: MS/MS fragmentation data of bile acid conjugates acquired on Q Exactive - with chromatographic separation on a Phenomenex polar C18 column
DOI: 10.6084/m9.figshare.30962885
title: Data from: Identifying critical windows for reproduction: fine-scale temporal dynamics of effective pollination in a spring ephemeral

description: <b>Premise:</b> Flowering phenology is a key determinant of plant fitness, yet the fine-scale temporal dynamics of effective pollination within a flowering period remain poorly understood. Understanding the critical windows for seed production is essential for mechanistic understandings of flowering phenology and predicting how phenological shifts affect reproductive success.<b>Methods:</b> We investigated the spring ephemeral <i>Trillium camschatcense</i> at two sites with different warming rates (Obihiro and Hiroo) in northern Japan. The flowering period was divided into weekly intervals. We implemented timed bagging treatments: flowers were left unbagged for a single designated week to allow natural pollination by insects, and kept bagged during all other weeks to exclude pollinators. Bagging was conducted in combination with supplemental hand-pollination to quantify weekly pollination success and pollen limitation. Pollinator abundance and visitation frequency were also monitored.<b>Key r</b><b>esults:</b> Effective pollination was significantly skewed toward the early flowering period in Obihiro, where Diptera were the primary pollinators. Hiroo exhibited a more uniform distribution of effective pollination over time, relying mainly on Coleoptera. While significant pollen limitation occurred during individual weeks at both sites, pollination over the entire season cumulatively achieved high seed set and alleviated pollen limitation.<b>Conclusion</b><b>s</b><b>:</b> Our findings demonstrate that reproductive success relies on specific temporal windows that differ between populations. Highly concentrated effective pollination may increase sensitivity to rapid warming, as even slight phenological shifts can decouple these critical windows from the flowering period. Fine-scale evaluation provides mechanistic insights into the temporal dimension of pollination and climate change vulnerability that season-wide measurements overlook.
DOI: 10.6084/m9.figshare.30962885.v2
title: Data from: Identifying critical windows for reproduction: fine-scale temporal dynamics of effective pollination in a spring ephemeral

description: <b>Premise:</b> Flowering phenology is a key determinant of plant fitness, yet the fine-scale temporal dynamics of effective pollination within a flowering period remain poorly understood. Understanding the critical windows for seed production is essential for mechanistic understandings of flowering phenology and predicting how phenological shifts affect reproductive success.<b>Methods:</b> We investigated the spring ephemeral <i>Trillium camschatcense</i> at two sites with different warming rates (Obihiro and Hiroo) in northern Japan. The flowering period was divided into weekly intervals. We implemented timed bagging treatments: flowers were left unbagged for a single designated week to allow natural pollination by insects, and kept bagged during all other weeks to exclude pollinators. Bagging was conducted in combination with supplemental hand-pollination to quantify weekly pollination success and pollen limitation. Pollinator abundance and visitation frequency were also monitored.<b>Key r</b><b>esults:</b> Effective pollination was significantly skewed toward the early flowering period in Obihiro, where Diptera were the primary pollinators. Hiroo exhibited a more uniform distribution of effective pollination over time, relying mainly on Coleoptera. While significant pollen limitation occurred during individual weeks at both sites, pollination over the entire season cumulatively achieved high seed set and alleviated pollen limitation.<b>Conclusion</b><b>s</b><b>:</b> Our findings demonstrate that reproductive success relies on specific temporal windows that differ between populations. Highly concentrated effective pollination may increase sensitivity to rapid warming, as even slight phenological shifts can decouple these critical windows from the flowering period. Fine-scale evaluation provides mechanistic insights into the temporal dimension of pollination and climate change vulnerability that season-wide measurements overlook.
DOI: 10.6084/m9.figshare.30962885.v1
title: Identifying critical windows for reproduction: fine-scale temporal dynamics of effective pollination in a spring ephemeral

description: <b>Premise:</b> Flowering phenology is a key determinant of plant fitness, yet the fine-scale temporal dynamics of effective pollination within a flowering period remain poorly understood. Understanding the critical windows for seed production is essential for mechanistic understandings of flowering phenology and predicting how phenological shifts affect reproductive success.<b>Methods:</b> We investigated the spring ephemeral <i>Trillium camschatcense</i> at two sites with different warming rates (Obihiro and Hiroo) in northern Japan. The flowering period was divided into weekly intervals. We implemented timed bagging treatments: flowers were left unbagged for a single designated week to allow natural pollination by insects, and kept bagged during all other weeks to exclude pollinators. Bagging was conducted in combination with supplemental hand-pollination to quantify weekly pollination success and pollen limitation. Pollinator abundance and visitation frequency were also monitored.<b>Key r</b><b>esults:</b> Effective pollination was significantly skewed toward the early flowering period in Obihiro, where Diptera were the primary pollinators. Hiroo exhibited a more uniform distribution of effective pollination over time, relying mainly on Coleoptera. While significant pollen limitation occurred during individual weeks at both sites, pollination over the entire season cumulatively achieved high seed set and alleviated pollen limitation.<b>Conclusion</b><b>s</b><b>:</b> Our findings demonstrate that reproductive success relies on specific temporal windows that differ between populations. Highly concentrated effective pollination may increase sensitivity to rapid warming, as even slight phenological shifts can decouple these critical windows from the flowering period. Fine-scale evaluation provides mechanistic insights into the temporal dimension of pollination and climate change vulnerability that season-wide measurements overlook.
DOI: 10.15468/dl.csqaqx
title: Occurrence Download

description: A dataset containing 1920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.72454 41.93316,8.7194 41.92735,8.71925 41.92083,8.71925 41.9175,8.7203 41.9133,8.72299 41.91028,8.7315 41.91283,8.74029 41.91777,8.74151 41.92209,8.74143 41.93182,8.73522 41.93376,8.72454 41.93316))",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 1920 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068307-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za8h63
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((117.01651 22.24542,125.34946 22.24542,125.34946 25.57717,117.01651 25.57717,117.01651 22.24542))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cleyera japonica japonica"
 ]
}

 The dataset includes 79 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068308-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17871257
title: Dataset of spectrometer signal-to-concentration ratio for drug concentrations in whole blood

description: This dataset contains a list of drugs with their LC-HRMS signal-to-concentration ratio, named Beta, obtained from analyzed blood samples. More precisely, it contains 4 columns:



Name of the molecule

SMILES encoding found in PubChem

SMILES encoding canonical

"beta" value, which is the logarithm of the signal-to-concentration ratio


The precise description is given in the publication ""Graph machine learning can estimate drug concentrations in whole blood from forensic screening results" under review and  available online on ChemRxiv .
DOI: 10.5281/zenodo.17871256
title: Dataset of spectrometer signal-to-concentration ratio for drug concentrations in whole blood

description: This dataset contains a list of drugs with their LC-HRMS signal-to-concentration ratio, named Beta, obtained from analyzed blood samples. More precisely, it contains 4 columns:



Name of the molecule

SMILES encoding found in PubChem

SMILES encoding canonical

"beta" value, which is the logarithm of the signal-to-concentration ratio


The precise description is given in the publication ""Graph machine learning can estimate drug concentrations in whole blood from forensic screening results" under review and  available online on ChemRxiv .
DOI: 10.15468/dl.7subcx
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is Cathaya argyrophylla",
 "Year 1970-2025"
 ]
}

 The dataset includes 51 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068309-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xf9d8
title: Occurrence Download

description: A dataset containing 2436536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficedula hypoleuca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 2436536 records from 1813 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068298-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25974
title: General counsel correspondence, vol. 1, 1991 Mar. 26 - May 2

description: Collection of Independent Commission correspondence. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.25549/independent-c69-26004
title: General counsel correspondence, vol. 1, 1991 Mar. 26 - May 2

description: Collection of Independent Commission correspondence. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.25549/independent-c69-25967
title: General counsel correspondence, vol. 1, 1991 Mar. 26 - May 2

description: Collection of Independent Commission correspondence. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.kcl712
title: Occurrence Download

description: A dataset containing 7779 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centranthus calcitrapae (L.) Dufr."
 ]
}

 The dataset includes 7779 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002773-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-26073
title: General counsel correspondence, vol. 1, 1991 Mar. 26 - May 2

description: Collection of Independent Commission correspondence. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.n979tm
title: Occurrence Download

description: A dataset containing 25605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-76.05859 2.02064,-75.99864 2.0702,-76.00344 2.11416,-76.01543 2.1893,-76.0554 2.25645,-76.09856 2.26924,-76.14093 2.28363,-76.19288 2.33559,-76.23365 2.35157,-76.3016 2.33638,-76.37754 2.28283,-76.4199 2.21728,-76.44308 2.18451,-76.4231 2.15013,-76.38473 2.071,-76.3032 2.00785,-76.28721 1.96309,-76.21047 1.92072,-76.05859 2.02064))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 25605 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004958-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n924uh
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cycloneda limbifer Casey, 1899"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004971-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xejgsr
title: Occurrence Download

description: A dataset containing 3002 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coryphantha (Engelm.) Lem."
 ]
}

 The dataset includes 3002 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002773-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z90npb
title: Occurrence Download

description: A dataset containing 922215 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is 061b4f20-f241-11da-a328-b8a03c50a862"
 ]
}

 The dataset includes 922215 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002773-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5mexh
title: Occurrence Download

description: A dataset containing 7808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Gallinago Brisson, 1760",
 "Year 2015-2024"
 ]
}

 The dataset includes 7808 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014582-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.