cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z4ft2q
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Tropicos MO Specimen Data, Plantae of Costa Rica (INBio), herbario)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 036cdc50-e7f5-11d9-9a0e-b8a03c50a862, 5c7a5c20-1bd0-11d8-a2da-b8a03c50a862)",
 "TaxonKey is Inga bella M.Sousa",
 "Year 1000-2025"
 ]
}

 The dataset includes 44 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015042-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hu8xf9
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nannorrhops ritchiana (Griff.) Aitch.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015041-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gc9bbf
title: Occurrence Download

description: A dataset containing 22537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Berberis thunbergii DC."
 ]
}

 The dataset includes 22537 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015043-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qejcdt
title: Occurrence Download

description: A dataset containing 626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.40_1",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Juglans nigra L., Juglans cinerea L., Castanea dentata (Marshall) Borkh., Quercus alba L., Quercus bicolor Willd., Quercus rubra L., Quercus muehlenbergii Engelm., Quercus velutina Lam., Carya cordiformis (Wangenh.) K.Koch, Carya ovata (Poir.) Spach, Schoenoplectus pungens (Vahl) Palla, Schoenoplectus acutus (Muhl. ex Bigelow) Á.Löve & D.Löve, Typha latifolia L.)"
 ]
}

 The dataset includes 626 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015044-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6m99pg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vatovaea pseudolablab (Harms) J.B.Gillett",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015046-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29jfvn
title: Occurrence Download

description: A dataset containing 1089 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Myrothamnaceae"
 ]
}

 The dataset includes 1089 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015045-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmvegz
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Mystropetalaceae"
 ]
}

 The dataset includes 280 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015048-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13825386
title: Forecasting extremes of football players' performance in matches

description: This repository contains material auxiliary to paper titled "Forecasting extremes of football players' performance in matches", divided into the following parts.

A. Athlete performance parameters, as generated from the Apex Pro Series, STATSports, Premium System6072023, Sonra 4.0



"Appendix A.pdf"


B. Sample datasets used in modeling



"Appendix B.xlsx" - an athelete's performance log as produced by STATSports system

match-day-gps.csv - an athlete's GPS trace on a match day (MD)

md-5-training-gps.csv - the athlete's GPS trace on a training session 5 days before MD


C. Sample models and modeling results



Z_cnt.py - sample pre-processed and aggregated GPS data, used further in modeling

zenodo_gps_demo.py - a scipt examining a range of time vs. speed definitions of an interval that correlate training and match performace best

zenodo_apx_demo.py - a script generating sample models from APX-Data
DOI: 10.5281/zenodo.13825387
title: Forecasting extremes of football players' performance in matches

description: This repository contains material auxiliary to paper titled "Forecasting extremes of football players' performance in matches", divided into the following parts.

A. Athlete performance parameters, as generated from the Apex Pro Series, STATSports, Premium System6072023, Sonra 4.0



"Appendix A.pdf"


B. Sample datasets used in modeling



"Appendix B.xlsx" - an athelete's performance log as produced by STATSports system

match-day-gps.csv - an athlete's GPS trace on a match day (MD)

md-5-training-gps.csv - the athlete's GPS trace on a training session 5 days before MD


C. Sample models and modeling results



Z_cnt.py - sample pre-processed and aggregated GPS data, used further in modeling

zenodo_gps_demo.py - a scipt examining a range of time vs. speed definitions of an interval that correlate training and match performace best

zenodo_apx_demo.py - a script generating sample models from APX-Data
DOI: 10.15468/dl.nc52md
title: Occurrence Download

description: A dataset containing 7384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassocephalum crepidioides (Benth.) S.Moore",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 7384 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015049-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ty35bc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((31.08523 49.94739,31.16073 49.94739,31.16073 49.98827,31.08523 49.98827,31.08523 49.94739))",
 "TaxonKey is Euplocamus anthracinalis (Scopoli, 1763)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015050-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14673723
title: Single-cell proteomics and systems biology demonstrate human bone marrow erythroid cell subpopulations potential involvement in the antibacterial immune response

description: Single-cell protein expression of Arginase 1, CD36, CD45, CD49d, CD71, CD235a, CXCR4 (CD184) and Galectin 3 in adult human bone marrow Erythroid cells using flow cytometry.

Cell preparation: Ficoll density-gradient centrifugation. 

Flow Cytometer: Attune NxT.

Antibody panel:

BioLegend: 125420 APC anti-mouse/human Mac-2 (Galectin 3/LGALS3), 306522 Brilliant Violet 605™ anti-human CD184 (CXCR4), 304328 APC/Cyanine7 anti-human CD49d, #334114 PerCP/Cyanine5. 5 anti-human CD71, #349104 FITC anti-human CD235a (Glycophorin A).

Sigma-Aldrich: MABF1611 VioletFluor™ 450 Anti-human CD45 antibody.
DOI: 10.5281/zenodo.14961670
title: Human and mouse bone marrow CD45+ Erythroid cells have a constitutive expression of antibacterial immune response signature genes

description: Single-cell protein expression of Arginase 1, CD36, CD45, CD49d, CD71, CD235a, CXCR4 (CD184) and Galectin 3 in adult human bone marrow Erythroid cells using flow cytometry.

Cell preparation: Ficoll density-gradient centrifugation. 

Flow Cytometer: Attune NxT.

Antibody panel:

BioLegend: 125420 APC anti-mouse/human Mac-2 (Galectin 3/LGALS3), 306522 Brilliant Violet 605™ anti-human CD184 (CXCR4), 304328 APC/Cyanine7 anti-human CD49d, #334114 PerCP/Cyanine5. 5 anti-human CD71, #349104 FITC anti-human CD235a (Glycophorin A).

Sigma-Aldrich: MABF1611 VioletFluor™ 450 Anti-human CD45 antibody.
DOI: 10.5281/zenodo.14513371
title: Human and mouse bone marrow CD45+ Erythroid cells have a constitutive expression of antibacterial immune response signature genes

description: Single-cell protein expression of Arginase 1, CD36, CD45, CD49d, CD71, CD235a, CXCR4 (CD184) and Galectin 3 in adult human bone marrow Erythroid cells using flow cytometry.

Cell preparation: Ficoll density-gradient centrifugation. 

Flow Cytometer: Attune NxT.

Antibody panel:

BioLegend: 125420 APC anti-mouse/human Mac-2 (Galectin 3/LGALS3), 306522 Brilliant Violet 605™ anti-human CD184 (CXCR4), 304328 APC/Cyanine7 anti-human CD49d, #334114 PerCP/Cyanine5. 5 anti-human CD71, #349104 FITC anti-human CD235a (Glycophorin A).

Sigma-Aldrich: MABF1611 VioletFluor™ 450 Anti-human CD45 antibody.
DOI: 10.5281/zenodo.14513372
title: Immunoproteomic study of single Erythroid cells from human bone marrow reveals new subpopulations of human Erythroid cells

description: Single-cell protein expression of Arginase 1, CD36, CD45, CD49d, CD71, CD235a, CXCR4 (CD184) and Galectin 3 in adult human bone marrow Erythroid cells using flow cytometry.

Cell preparation: Ficoll density-gradient centrifugation. 

Flow Cytometer: Attune NxT.

Antibody panel:

BioLegend: 125420 APC anti-mouse/human Mac-2 (Galectin 3/LGALS3), 306522 Brilliant Violet 605™ anti-human CD184 (CXCR4), 304328 APC/Cyanine7 anti-human CD49d, #334114 PerCP/Cyanine5. 5 anti-human CD71, #349104 FITC anti-human CD235a (Glycophorin A).

Sigma-Aldrich: MABF1611 VioletFluor™ 450 Anti-human CD45 antibody.
DOI: 10.5281/zenodo.15321186
title: Human and mouse bone marrow CD45+ Erythroid cells have a constitutive expression of antibacterial immune response signature genes

description: Single-cell protein expression of Arginase 1, CD36, CD45, CD49d, CD71, CD235a, CXCR4 (CD184) and Galectin 3 in adult human bone marrow Erythroid cells using flow cytometry.

Cell preparation: Ficoll density-gradient centrifugation. 

Flow Cytometer: Attune NxT.

Antibody panel:

BioLegend: 125420 APC anti-mouse/human Mac-2 (Galectin 3/LGALS3), 306522 Brilliant Violet 605™ anti-human CD184 (CXCR4), 304328 APC/Cyanine7 anti-human CD49d, #334114 PerCP/Cyanine5. 5 anti-human CD71, #349104 FITC anti-human CD235a (Glycophorin A).

Sigma-Aldrich: MABF1611 VioletFluor™ 450 Anti-human CD45 antibody.
DOI: 10.15468/dl.xavcqy
title: Occurrence Download

description: A dataset containing 121784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Myristicaceae"
 ]
}

 The dataset includes 121784 records from 460 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015040-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z3hj4
title: Occurrence Download

description: A dataset containing 3165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "Geometry POLYGON((37.0415 -2.5805,37.34992 -2.76516,37.62888 -2.68265,37.6446 -2.33101,37.65835 -2.09134,37.20062 -1.89489,36.79004 -2.41548,37.0415 -2.5805))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 3165 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015051-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxh57y
title: Occurrence Download

description: A dataset containing 1799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropogonias furnieri (Desmarest, 1823)",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2025",
 "DecimalLatitude is greater than or equal to -90.0",
 "DecimalLatitude is less than or equal to 90.0",
 "DecimalLongitude is greater than or equal to -180.0",
 "DecimalLongitude is less than or equal to 180.0",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1799 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015052-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxuvat
title: Occurrence Download

description: A dataset containing 7028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropogonias furnieri (Desmarest, 1823)",
 "Year is greater than or equal to 2019",
 "Year is less than or equal to 2025",
 "DecimalLatitude is greater than or equal to -90.0",
 "DecimalLatitude is less than or equal to 90.0",
 "DecimalLongitude is greater than or equal to -180.0",
 "DecimalLongitude is less than or equal to 180.0",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7028 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015054-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmew8v
title: Occurrence Download

description: A dataset containing 54700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Myricaceae"
 ]
}

 The dataset includes 54700 records from 649 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015039-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e243900
title: NNDSS - TABLE 1P. Hemolytic uremic syndrome post-diarrheal to Hepatitis (viral, acute, by type), B

description: NNDSS - TABLE 1P. Hemolytic uremic syndrome post-diarrheal to Hepatitis (viral, acute, by type), B - 2019. In this Table, provisional cases* of notifiable diseases are displayed for United States, U.S. territories, and Non-U.S. residents.

Note:
This table contains provisional cases of national notifiable diseases from the National Notifiable Diseases Surveillance System (NNDSS). NNDSS data from the 50 states, New York City, the District of Columbia and the U.S. territories are collated and published weekly on the NNDSS Data and Statistics web page (https://wwwn.cdc.gov/nndss/data-and-statistics.html). Cases reported by state health departments to CDC for weekly publication are provisional because of the time needed to complete case follow-up. Therefore, numbers presented in later weeks may reflect changes made to these counts as additional information becomes available. The national surveillance case definitions used to define a case are available on the NNDSS web site at https://wwwn.cdc.gov/nndss/. Information about the weekly provisional data and guides to interpreting data are available at: https://wwwn.cdc.gov/nndss/infectious-tables.html.

Footnotes:
U: Unavailable — The reporting jurisdiction was unable to send the data to CDC or CDC was unable to process the data.
-: No reported cases — The reporting jurisdiction did not submit any cases to CDC.
N: Not reportable — The disease or condition was not reportable by law, statute, or regulation in the reporting jurisdiction.
NN: Not nationally notifiable — This condition was not designated as being nationally notifiable.
NP: Nationally notifiable but not published — CDC does not have data because of changes in how conditions are categorized.
Cum: Cumulative year-to-date counts.
Max: Maximum — Maximum case count during the previous 52 weeks.
* Case counts for reporting years 2018 and 2019 are provisional and subject to change. Cases are assigned to the reporting jurisdiction submitting the case to NNDSS, if the case's country of usual residence is the US, a US territory, unknown, or null (i.e. country not reported); otherwise, the case is assigned to the 'Non-US Residents' category. For further information on interpretation of these data, see https://wwwn.cdc.gov/nndss/document/Users_guide_WONDER_tables_cleared_final.pdf.
† Previous 52 week maximum and cumulative YTD are determined from periods of time when the condition was reportable in the jurisdiction (i.e., may be less than 52 weeks of data or incomplete YTD data).
Read less
description: (Downloaded 1/12/2026)
DOI: 10.15468/dl.pjrzyc
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"TUR.41.19_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006993-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e243900v1
title: NNDSS - TABLE 1P. Hemolytic uremic syndrome post-diarrheal to Hepatitis (viral, acute, by type), B

description: NNDSS - TABLE 1P. Hemolytic uremic syndrome post-diarrheal to Hepatitis (viral, acute, by type), B - 2019. In this Table, provisional cases* of notifiable diseases are displayed for United States, U.S. territories, and Non-U.S. residents.

Note:
This table contains provisional cases of national notifiable diseases from the National Notifiable Diseases Surveillance System (NNDSS). NNDSS data from the 50 states, New York City, the District of Columbia and the U.S. territories are collated and published weekly on the NNDSS Data and Statistics web page (https://wwwn.cdc.gov/nndss/data-and-statistics.html). Cases reported by state health departments to CDC for weekly publication are provisional because of the time needed to complete case follow-up. Therefore, numbers presented in later weeks may reflect changes made to these counts as additional information becomes available. The national surveillance case definitions used to define a case are available on the NNDSS web site at https://wwwn.cdc.gov/nndss/. Information about the weekly provisional data and guides to interpreting data are available at: https://wwwn.cdc.gov/nndss/infectious-tables.html.

Footnotes:
U: Unavailable — The reporting jurisdiction was unable to send the data to CDC or CDC was unable to process the data.
-: No reported cases — The reporting jurisdiction did not submit any cases to CDC.
N: Not reportable — The disease or condition was not reportable by law, statute, or regulation in the reporting jurisdiction.
NN: Not nationally notifiable — This condition was not designated as being nationally notifiable.
NP: Nationally notifiable but not published — CDC does not have data because of changes in how conditions are categorized.
Cum: Cumulative year-to-date counts.
Max: Maximum — Maximum case count during the previous 52 weeks.
* Case counts for reporting years 2018 and 2019 are provisional and subject to change. Cases are assigned to the reporting jurisdiction submitting the case to NNDSS, if the case's country of usual residence is the US, a US territory, unknown, or null (i.e. country not reported); otherwise, the case is assigned to the 'Non-US Residents' category. For further information on interpretation of these data, see https://wwwn.cdc.gov/nndss/document/Users_guide_WONDER_tables_cleared_final.pdf.
† Previous 52 week maximum and cumulative YTD are determined from periods of time when the condition was reportable in the jurisdiction (i.e., may be less than 52 weeks of data or incomplete YTD data).
Read less
description: (Downloaded 1/12/2026)
DOI: 10.15468/dl.4yvwh7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Miconia calvescens",
 "Country is Grenada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081282-250717081556266/datasets/export for details.
DOI: 10.15468/dl.crxv7b
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scabiosa silenifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081281-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfa3du
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Raphidiopsis raciborskii"
 ]
}

 The dataset includes 86 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081283-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5og67
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076129-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lnjjez
title: Occurrence Download

description: A dataset containing 815336900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 815336900 records from 11589 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012640-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.