cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25582/data.2024-11.3296084/2481916
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296085/2481917
title: Data for EMSL Project 60938 from November 2024
DOI: 10.15468/dl.x8ddqh
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prunus humilis Bunge"
 ]
}

 The dataset includes 250 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040612-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-11.3296086/2481918
title: Data for EMSL Project 60938 from November 2024
DOI: 10.15468/dl.6dxjda
title: Occurrence Download

description: A dataset containing 1891 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petroica macrocephala macrocephala"
 ]
}

 The dataset includes 1891 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040613-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-11.3296087/2481919
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296088/2481920
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296089/2481921
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296090/2481922
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296091/2481923
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296093/2481924
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296094/2481925
title: Data for EMSL Project 60938 from November 2024
DOI: 10.15468/dl.e8ynes
title: Occurrence Download

description: A dataset containing 741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon chattahoochee Highton, 1989)"
 ]
}

 The dataset includes 741 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040614-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-11.3296095/2481926
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296096/2481927
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296100/2481928
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296101/2481929
title: Data for EMSL Project 60938 from November 2024
DOI: 10.15468/dl.nyxcjw
title: Occurrence Download

description: A dataset containing 4269 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bupleurum subovatum Link ex Spreng."
 ]
}

 The dataset includes 4269 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040615-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-11.3296102/2481930
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296104/2481931
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296105/2481932
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296106/2481933
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296107/2481934
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296108/2481935
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296110/2481936
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296113/2481937
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296116/2481938
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296118/2481939
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296119/2481940
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296122/2481941
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296126/2481942
title: Data for EMSL Project 60938 from November 2024
DOI: 10.15468/dl.982vwb
title: Occurrence Download

description: A dataset containing 741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon chattahoochee Highton, 1989)"
 ]
}

 The dataset includes 741 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040616-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-11.3296132/2481943
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2024-11.3296133/2481944
title: Data for EMSL Project 60938 from November 2024
DOI: 10.25582/data.2023-12.2967739/2481945
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967743/2481946
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967745/2481947
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967746/2481948
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967897/2481949
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967898/2481950
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967900/2481951
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967903/2481952
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967905/2481953
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967906/2481954
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967923/2481955
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967926/2481956
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967928/2481957
title: Data for EMSL Project 51203 from December 2023
DOI: 10.15468/dl.g74aj7
title: Occurrence Download

description: A dataset containing 1224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon cheoah Highton & Peabody, 2000)"
 ]
}

 The dataset includes 1224 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040617-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhq8z8
title: Occurrence Download

description: A dataset containing 1199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Smilax moranensis M.Martens & Galeotti"
 ]
}

 The dataset includes 1199 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040618-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-12.2967931/2481958
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2967935/2481959
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2968428/2481960
title: Data for EMSL Project 51203 from December 2023
DOI: 10.15468/dl.7x5w47
title: Occurrence Download

description: A dataset containing 2610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prunus serrulata Lindl."
 ]
}

 The dataset includes 2610 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040619-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-12.2968430/2481961
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2968440/2481962
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25582/data.2023-12.2968454/2481963
title: Data for EMSL Project 51203 from December 2023
DOI: 10.25584/2481996
title: Understanding Generative AI Content with Embedding Models

description: The construction of high-quality numerical features is critical to any quantitative data analysis. Feature engineering has been historically addressed by carefully hand-crafting data representations based on domain expertise. This work views the internal representations of modern deep neural networks (DNNs), called embeddings, as an implicit form of traditional feature engineering. For trained DNNs, we show that these embeddings can reveal interpretable, high-level concepts in unstructured sample data. We use these embeddings in natural language and computer vision tasks to uncover both inherent heterogeneity in the underlying data and human-understandable explanations for it. In particular, we find empirical evidence that there is inherent separability between real data and those generated from AI models.
DOI: 10.15468/dl.dfz99m
title: Occurrence Download

description: A dataset containing 1224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon cheoah Highton & Peabody, 2000)"
 ]
}

 The dataset includes 1224 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040620-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fps3bu
title: Occurrence Download

description: A dataset containing 2702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon chlorobryonis Mittleman, 1951)"
 ]
}

 The dataset includes 2702 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040622-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2eh7e8
title: Occurrence Download

description: A dataset containing 3130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prunus tomentosa Thunb."
 ]
}

 The dataset includes 3130 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040623-241126133413365/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.5454367.v1
title: Landslide Inventory Dataset for Mila basin 1986-2016

description: Input Dataset for susceptibility mapping in Mila Basin, Algeria from January 1986 to December 2016
DOI: 10.15468/dl.b2n2ff
title: Occurrence Download

description: A dataset containing 2702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon chlorobryonis Mittleman, 1951)"
 ]
}

 The dataset includes 2702 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040624-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kspy6k
title: Occurrence Download

description: A dataset containing 2063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.26_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eleutherococcus Maxim."
 ]
}

 The dataset includes 2063 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040627-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne7mde
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribution of the invasive jellyfish Craspedacusta sowerbii species complex (Cnidaria, Olindiidae) in Italy"
 ]
}

 The dataset includes 83 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040628-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te5qhs
title: Occurrence Download

description: A dataset containing 393084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is ARE.1_1",
 "TaxonKey is Passeriformes",
 "Year 1992-2023"
 ]
}

 The dataset includes 393084 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040621-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k57x92
title: Occurrence Download

description: A dataset containing 19222 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miscanthus sinensis Andersson"
 ]
}

 The dataset includes 19222 records from 460 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040629-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14058169
title: Country Collaboration Metrics

description: Description to come - draft upload
DOI: 10.5281/zenodo.14083204
title: Country Collaboration Metrics

description: Description to come - draft upload
DOI: 10.5281/zenodo.14101550
title: Country Collaboration Metrics

description: Description to come - draft upload
DOI: 10.5281/zenodo.14102502
title: Country Collaboration Metrics

description: Description to come - draft upload
DOI: 10.5281/zenodo.14102649
title: Country Collaboration Metrics

description: Description to come - draft upload
DOI: 10.5281/zenodo.14165735
title: Country Collaboration Metrics

description: Description to come - draft upload
DOI: 10.5281/zenodo.14183236
title: Country Collaboration Metrics

description: Description to come - draft upload
DOI: 10.5281/zenodo.14365285
title: ETO Cross-Border Tech Research Metrics

description: ETO's Cross-Border Tech Research Metrics dataset includes metrics for cross-border research in emerging technology domains, such as AI, robotics, and cybersecurity. For complete documentation and caveats, visit the ETO website.
DOI: 10.5281/zenodo.14451193
title: ETO Cross-Border Tech Research Metrics

description: ETO's Cross-Border Tech Research Metrics dataset includes metrics for cross-border research in emerging technology domains, such as AI, robotics, and cybersecurity. For complete documentation and caveats, visit the ETO website.
DOI: 10.5281/zenodo.14510722
title: ETO Cross-Border Tech Research Metrics

description: ETO's Cross-Border Tech Research Metrics dataset includes metrics for cross-border research in emerging technology domains, such as AI, robotics, and cybersecurity. For complete documentation and caveats, visit the ETO website.
DOI: 10.5281/zenodo.14183471
title: ETO Cross-Border Tech Research Metrics

description: ETO's Cross-Border Tech Research Metrics dataset includes metrics for cross-border research in emerging technology domains, such as AI, robotics, and cybersecurity. For complete documentation and caveats, visit the ETO website.
DOI: 10.5281/zenodo.14522784
title: ETO Cross-Border Tech Research Metrics

description: ETO's Cross-Border Tech Research Metrics dataset includes metrics for cross-border research in emerging technology domains, such as AI, robotics, and cybersecurity. For complete documentation and caveats, visit the ETO website.

Research subject classifications are based on work supported in part by the Alfred P. Sloan Foundation under Grant No. G-2023-22358.
DOI: 10.5281/zenodo.13984363
title: CAT dataset

description: Work in progress
DOI: 10.5281/zenodo.13988555
title: CAT dataset

description: Work in progress
DOI: 10.5281/zenodo.13988765
title: National AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.13994322
title: National AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.14002541
title: National AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.14025144
title: National AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.14042536
title: National AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.14181492
title: National AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.14183470
title: Country AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.14365284
title: Country AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.14451192
title: Country AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.13984222
title: CAT dataset

description: Work in progress
DOI: 10.5281/zenodo.13984411
title: CAT dataset

description: Work in progress
DOI: 10.5281/zenodo.13988531
title: CAT dataset

description: Work in progress
DOI: 10.5281/zenodo.14052939
title: National AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.14181556
title: National AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.14510657
title: Country AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.
DOI: 10.5281/zenodo.14522783
title: Country AI Activity Metrics

description: This Emerging Technology Observatory dataset includes national-level metrics for AI-related research, patents, and private-market investment. Metrics are presented for AI as a whole as well as select subfields, such as natural language processing and computer vision. For schemas and a detailed methodological description, visit the full documentation. To browse the data visually, visit ETO's Country Activity Tracker.

Research subject classifications are based on work supported in part by the Alfred P. Sloan Foundation under Grant No. G-2023-22358.