cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ygxjxa
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY 4.0",
 "TaxonKey is Dendroctonus mexicanus Hopkins, 1905"
 ]
}

 The dataset includes 280 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039004-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6olmmz
title: Occurrence Download

description: A dataset containing 233270 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polytrichum Hedw."
 ]
}

 The dataset includes 233270 records from 511 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007616-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xxjj3
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arbacia spatuligera (Valenciennes, 1846)"
 ]
}

 The dataset includes 254 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044409-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prhjrn
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Liolaemus monticola Müller & Hellmich, 1932"
 ]
}

 The dataset includes 342 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318223-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lpwcqb
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Haematopinus suis (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 67 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007616-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y249jv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudocyclosorus torrentis Ching ex Y.X.Lin"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246228-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yg8pgc
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea sessiliflora Bridson"
 ]
}

 The dataset includes 110 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006812-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62gccc
title: Occurrence Download

description: A dataset containing 3555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Ochetorhynchus melanurus (G.R.Gray, 1846)"
 ]
}

 The dataset includes 3555 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052143-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fu8gkf
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Year 1950-2020",
 "TaxonKey is Solanum dasyphyllum Schumach. & Thonn."
 ]
}

 The dataset includes 140 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035995-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjhrs5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prioniturus verticalis Sharpe, 1893"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313040-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwu6vn
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asplenium saxicola Rosenst."
 ]
}

 The dataset includes 62 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051613-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29kyht
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudolathra lineata Herman, 2003",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0311175-210914110416597/datasets/export for details.
DOI: 10.5281/zenodo.13887920
title: Supplementary data for ENACT: End-to-End Analysis and Cell Type Annotation for Visium High Definition (HD) Slides

description: This project contains the datasets used to evaluate and reproduce the results of ENACT (End-to-End Analysis and Cell TypeAnnotation for Visium HD Slides). The dataset consists of:



a sample Visium HD sample of human colorectal cancer, courtesy of 10X Genomics (Visium HD Spatial Gene Expression Library, Human Colorectal Cancer (FFPE) - 10x Genomics). All credit goes to 10X Genomics.

configuration files to be used to reproduce the results provided in the ENACT publication, 

evaluation plots used in the ENACT publication, and

results obtained after running ENACT on the human colorectal cancer sample using the four bin-to-cell assignment methods (naive, weighted_by_area, weighted_by_transcript, and weighted_by_cluster) and the three cell annotation methods (Sargent, CellAssign, CellTypist)


Additionally, results from running ENACT on the following three public VisiumHD samples are provided to showcase ENACT’s tissue-agnostic nature:











Human Lung FFPE sample from a subject with Adenocarcinoma (age and gender unspecified),




Human Tonsil Fresh Frozen sample from a 21 year old male subject with Reactive Follicular Hyperplasia,




Human Breast Fresh Frozen sample from a 58 year old female subject with Ductal Carcinoma in Situ (DCIS).
DOI: 10.5281/zenodo.13887921
title: Supplementary data for ENACT: End-to-End Analysis and Cell Type Annotation for Visium High Definition (HD) Slides

description: This project contains the datasets used to evaluate and reproduce the results of ENACT (End-to-End Analysis and Cell TypeAnnotation for Visium HD Slides). The dataset consists of:



a sample Visium HD sample of human colorectal cancer, courtesy of 10X Genomics (Visium HD Spatial Gene Expression Library, Human Colorectal Cancer (FFPE) - 10x Genomics). All credit goes to 10X Genomics.

configuration files to be used to reproduce the results provided in the ENACT publication, 

evaluation plots used in the ENACT publication, and

results obtained after running ENACT on the human colorectal cancer sample using the four bin-to-cell assignment methods (naive, weighted_by_area, weighted_by_transcript, and weighted_by_cluster) and the three cell annotation methods (Sargent, CellAssign, CellTypist)
DOI: 10.5281/zenodo.14748859
title: Supplementary data for ENACT: End-to-End Analysis and Cell Type Annotation for Visium High Definition (HD) Slides

description: This project contains the datasets used to evaluate and reproduce the results of ENACT (End-to-End Analysis and Cell TypeAnnotation for Visium HD Slides). The dataset consists of:



a sample Visium HD sample of human colorectal cancer, courtesy of 10X Genomics (Visium HD Spatial Gene Expression Library, Human Colorectal Cancer (FFPE) - 10x Genomics). All credit goes to 10X Genomics.

configuration files to be used to reproduce the results provided in the ENACT publication, 

evaluation plots used in the ENACT publication, and

results obtained after running ENACT on the human colorectal cancer sample using the four bin-to-cell assignment methods (naive, weighted_by_area, weighted_by_transcript, and weighted_by_cluster) and the three cell annotation methods (Sargent, CellAssign, CellTypist)


Additionally, results from running ENACT on the following three public VisiumHD samples are provided to showcase ENACT’s tissue-agnostic nature:











Human Lung FFPE sample from a subject with Adenocarcinoma (age and gender unspecified),




Human Tonsil Fresh Frozen sample from a 21 year old male subject with Reactive Follicular Hyperplasia,




Human Breast Fresh Frozen sample from a 58 year old female subject with Ductal Carcinoma in Situ (DCIS).
DOI: 10.5281/zenodo.15211043
title: Supplementary data for ENACT: End-to-End Analysis and Cell Type Annotation for Visium High Definition (HD) Slides

description: This project contains the datasets used to evaluate and reproduce the results of ENACT (End-to-End Analysis and Cell TypeAnnotation for Visium HD Slides). The dataset consists of:



a sample Visium HD sample of human colorectal cancer, courtesy of 10X Genomics (Visium HD Spatial Gene Expression Library, Human Colorectal Cancer (FFPE) - 10x Genomics). All credit goes to 10X Genomics.

configuration files to be used to reproduce the results provided in the ENACT publication, 

evaluation plots used in the ENACT publication, and

results obtained after running ENACT on the human colorectal cancer sample using the four bin-to-cell assignment methods (naive, weighted_by_area, weighted_by_transcript, and weighted_by_cluster) and the three cell annotation methods (Sargent, CellAssign, CellTypist)


Additionally, results from running ENACT on the following three public VisiumHD samples are provided to showcase ENACT’s tissue-agnostic nature:











Human Lung FFPE sample from a subject with Adenocarcinoma (age and gender unspecified),




Human Tonsil Fresh Frozen sample from a 21 year old male subject with Reactive Follicular Hyperplasia,




Human Breast Fresh Frozen sample from a 58 year old female subject with Ductal Carcinoma in Situ (DCIS).
DOI: 10.15468/dl.pssfrb
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1980",
 "TaxonKey is one of (Botia striata Narayan Rao, 1920)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 },
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "HasCoordinate is true",
 {
 "not" : {
 "Country" : [
 "is one of (American Samoa, Guam, Northern Mariana Islands, Puerto Rico, United States Minor Outlying Islands, United States of America, Virgin Islands (U.S.))"
 ]
 }
 }
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021815-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbg5xw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asplenium ruta-muraria L.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086355-240321170329656/datasets/export for details.
DOI: 10.25549/usctheses-ouc113825945
title: Scaling recommendation models with data-aware architectures and hardware efficient implementations
DOI: 10.25549/usctheses-ouc113825944
title: Analyzing middle school teachers’ implementation and sustainability of professional development regarding non-exclusionary discipline practices
DOI: 10.15468/dl.ea2c7s
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "PublishingOrg is one of (76513b28-548d-480a-8859-bd7f45f8724b)",
 "BasisOfRecord is one of (Human Observation)",
 "Country is one of (Colombia)",
 "DatasetKey is one of (Registros Primates Neotropicales Convocatoria APC)",
 "TaxonKey is one of (Ateles belzebuth É.Geoffroy Saint-Hilaire, 1806, Ateles belzebuth trianguligera Weinland, 1862, Ateles belzebuth marginatus (É.Geoffroy, 1809), Ateles belzebuth belzebuth, Ateles belzebuth brunneus Gray, 1872)"
 ]
 }
 ]
}

 The dataset includes 29 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086356-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc113825943
title: Saving the myriad spirits: the development and diversification of the segaki ghost-feeding ritual in medieval Japan
DOI: 10.15468/dl.2un8n5
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixeris chinensis subsp. chinensis",
 "Country is China",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 560 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086357-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc113825942
title: Understanding the impact of cell-to-cell variability on intracellular signaling in CAR cells through mathematical modeling
DOI: 10.25549/usctheses-ouc113825939
title: Retaining special education staff in a rural consortium setting: an evaluation study
DOI: 10.15468/dl.vdg8zq
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria ammericola Guillaumin"
 ]
}

 The dataset includes 75 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086358-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc113817132
title: The continuous failure of Continuous Improvement: the challenge of implementing Continuous Improvement in low income schools
DOI: 10.15468/dl.7yjg3n
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phellodendron chinense var. glabriusculum C.K.Schneid.",
 "Country is China",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 328 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086359-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc113817127
title: Employee motivation in corporations that experienced a leadership transition
DOI: 10.15468/dl.my3amt
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria tubuaiensis Fosberg"
 ]
}

 The dataset includes 26 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086362-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vydfjx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asplenium scolopendrium L.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086360-240321170329656/datasets/export for details.
DOI: 10.15468/dl.3khcsa
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puccinellia chinampoensis Ohwi"
 ]
}

 The dataset includes 128 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086361-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc113817108
title: Evaluation of a post work related injury total wellness program designed for fire and police department employees
DOI: 10.25549/usctheses-ouc113817107
title: Reimagining an antiracist and structurally ideological GED program
DOI: 10.25549/usctheses-ouc113817106
title: Heritage in practice: a study of two urban rivers
DOI: 10.25549/usctheses-ouc113817105
title: Data-driven multi-fidelity modeling for physical systems
DOI: 10.15468/dl.35yg7k
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primula odontica W.W.Sm."
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086363-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc113817103
title: Beyond active and passive social media use: habit mechanisms are behind frequent posting and scrolling on Twitter/X
DOI: 10.15468/dl.fsfejp
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potameia rubra Kosterm."
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086364-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pszmnr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psephellus erzincani Wagenitz & Kandemir"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086366-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc113817102
title: Designing data-effective machine learning pipeline in application to physics and material science
DOI: 10.15468/dl.j3jf9f
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria amplissima Merr."
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086365-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bswayy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asplenium septentrionale (L.) Hoffm.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086367-240321170329656/datasets/export for details.
DOI: 10.25549/usctheses-ouc113817101
title: The impact of FDA Patient-Focused Drug Development (PFDD) on US drug development strategies: a survey of views from pharmaceutical product companies
DOI: 10.15468/dl.jy536r
title: Occurrence Download

description: A dataset containing 1952 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Persicaria longiseta (Bruijn) Kitag.",
 "Country is China",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1952 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086368-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc113817098
title: RANSAC-based semi-supervised learning algorithms for partially labeled data, with application to neurological screening from eye-tracking data
DOI: 10.15468/dl.52fabw
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria turbinata A.Gray"
 ]
}

 The dataset includes 103 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086369-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc113814099
title: Learning from limited and imperfect data for brain image analysis and other biomedical applications
DOI: 10.15468/dl.kg8rts
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puccinellia choresmica (V.I.Krecz.) V.I.Krecz. ex Drobov"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086370-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.