cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gks7tf
title: Occurrence Download

description: A dataset containing 19929 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global compendium of Aedes aegypti occurrence"
 ]
}

 The dataset includes 19929 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005224-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhhc2s
title: Occurrence Download

description: A dataset containing 19929 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global compendium of Aedes aegypti occurrence"
 ]
}

 The dataset includes 19929 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005223-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5ckq8
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-113.79638 10.68629,-57.20362 10.68629,-57.20362 33.31371,-113.79638 33.31371,-113.79638 10.68629))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Raja garricki Bigelow & Schroeder, 1958"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005227-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjf7hr
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Month is January",
 "TaxonKey is Sciurus niger Linnaeus, 1758",
 "Year 2010-2011"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005226-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ax83ta
title: Occurrence Download

description: A dataset containing 22137 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global compendium of Aedes albopictus occurrence"
 ]
}

 The dataset includes 22137 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005214-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18728/igb-fred-973.0
title: High resolution spatiotemporal measuring of diel vertical migration in zooplankton shows size specific responses to variable natural light conditions

description: This is the dataset belonging to the publication: High resolution spatiotemporal measuring of diel vertical migration in zooplankton shows size specific responses to variable natural light conditions
DOI: 10.15468/dl.n947v2
title: Occurrence Download

description: A dataset containing 1641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.91618 31.54152,-111.84149 31.54152,-111.84149 42.45642,-126.91618 42.45642,-126.91618 31.54152))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Batrachoseps gregarius Jockusch, Wake & Yanev, 1998"
 ]
}

 The dataset includes 1641 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005215-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5522/04/28507082
title: BCA O D unreacted, activated, conjugated

description: The bicinchoninic acid (BCA) assay is a colorimetric assay that measures protein concentration in a sample based on a chemical reaction that causes a change of colour. Peptide bonds and certain amino acids such as cysteine, tryptophan, and tyrosine enable the reduction of cupric ions (Cu<sup>2+</sup>) to cuprous ions (Cu<sup>+</sup>) in an alkaline medium, also known as the biuret reaction. The resulting cuprous ions then react with the sodium of two bicinchoninic acids to generate a purple colour, the purple complexThe dataset above presents the optical density from the purple complex of PLGA nanoparticles measured following the conjgation of the antibody to the polymeric particles along with its intermediary state (NHS-PLGA).
DOI: 10.15468/dl.v5nyj2
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-27.96207 60.30917,-7.78844 60.30917,-7.78844 68.37517,-27.96207 68.37517,-27.96207 60.30917))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantago lanceolata L."
 ]
}

 The dataset's 1 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005210-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sw53de
title: Occurrence Download

description: A dataset containing 7833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rana boylii Baird, 1854"
 ]
}

 The dataset includes 7833 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005216-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p56hbm
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-106.85058 31.82719,-104.61161 31.82719,-104.61161 34.42152,-106.85058 34.42152,-106.85058 31.82719))",
 "HasGeospatialIssue is false",
 "TaxonKey is Sistrurus tergeminus (Say, 1823)"
 ]
}

 The dataset's 3 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005209-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctaysg
title: Occurrence Download

description: A dataset containing 454987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Argentina, Brazil, Paraguay)",
 "TaxonKey is Vanellus chilensis (Molina, 1782)",
 "Year 1000-2024"
 ]
}

 The dataset includes 454987 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005207-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2mfbv8
title: CCDC 2425900: Experimental Crystal Structure Determination

description: Related Article: W. Clegg, R.W. Harrington|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.gd85gs
title: Occurrence Download

description: A dataset containing 2248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Cesar, Cesar / Magdalena, Cesar Department, Cesar Dept., Cesar or La Guajira or Magdalena, Cesar/Magdalena, Cesar-, Cesar?)",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 2248 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005217-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f683t7
title: Occurrence Download

description: A dataset containing 655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Month is January",
 "TaxonKey is Fagus grandifolia Ehrh.",
 "Year 2024-2025"
 ]
}

 The dataset includes 655 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005219-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5t14v221
title: MassIVE MSV000097236 - Mechanistic insight into the regulation of virulence factors in pathogenic E. coli by rhomboid protease GlpG
title: Characterization of E. coli periplasmic proteins associated with bacterial virulence. In-gel digestion for proteomic changes in extracts (increased/decreased abundance) after incubation with active or inactive GlpG (n=4 each) using Orbitrap Fusion Lumos. In-gel digestion of substrates for MG1655 GlpG-KO separated by SDS-PAGE incubated with inactive or active GlpG (n=6; by molecular weight) using Q Exactive.
DOI: 10.15468/dl.dh6k3c
title: Occurrence Download

description: A dataset containing 5484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-127.57338 31.51172,-112.3686 31.51172,-112.3686 44.33178,-127.57338 44.33178,-127.57338 31.51172))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus americanus Pallas, 1780"
 ]
}

 The dataset includes 5484 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005228-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/6c77da664db3eaf3b0f7663d1166ba60
title: Barrier Island Plant and Soil Properties on Hog and Metompkin Islands, Virginia, 2021-2022

description: Dune building has the potential to impact the entire barrier island ecosystem, and these grasses therefore serve as ecosystem engineers. Protection offered by dune ridges directly impacts the adjacent swale habitat, modifying both biotic and abiotic factors. In order to better understand how dune building impacts the island ecosystem as a whole, we quantified sediment accretion, plant percent cover, stem numbers, and soil characteristics (chlorides, bulk density, %OM, %C, %N). These characteristics were assessed on two islands with varied disturbance intensities. Hog island is infrequently disturbed, and resists change driven by storms and overwash. Metompkin island is frequently disturbed and undergoes high rates of overwash and island migration.
DOI: 10.15468/dl.uw9fne
title: Occurrence Download

description: A dataset containing 9290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.2685 31.66561,-112.47583 31.66561,-112.47583 43.61947,-126.2685 43.61947,-126.2685 31.66561))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepus californicus Gray, 1837"
 ]
}

 The dataset includes 9290 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005229-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcar8j
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Month is January",
 "TaxonKey is Fagus grandifolia Ehrh.",
 "Year 2015-2016"
 ]
}

 The dataset includes 107 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005221-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k694nd
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Corythoichthys intestinalis (Ramsay, 1881)"
 ]
}

 The dataset includes 553 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005223-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srqwcq
title: Occurrence Download

description: A dataset containing 13229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-127.97941 31.7932,-109.81 31.7932,-109.81 43.62145,-127.97941 43.62145,-127.97941 31.7932))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 13229 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005222-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b28qfp
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Octomeria rhizomatosa C.Schweinf."
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005224-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6b8z9
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Oncidium alexandrae (Bateman) M.W.Chase & N.H.Williams"
 ]
}

 The dataset includes 147 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005225-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgmatn
title: Occurrence Download

description: A dataset containing 1029025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-132.14601 30.93566,-112.4393 32.33902,-117.0443 44.00182,-132.22486 43.67949,-132.14601 30.93566))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melanerpes formicivorus (Swainson, 1827)"
 ]
}

 The dataset includes 1029025 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005225-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5uyfy
title: Occurrence Download

description: A dataset containing 1027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 1027 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005230-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7303/syn64942601
title: APOE Genotype Influences On The Brain Metabolome Of Aging Mice – Role For Mitochondrial Energetics In Mechanisms Of Resilience In APOE2 Genotype.
DOI: 10.15468/dl.7eqyv7
title: Occurrence Download

description: A dataset containing 35274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-127.2802 31.82245,-113.19112 31.82245,-113.19112 43.7376,-127.2802 43.7376,-127.2802 31.82245))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Otospermophilus beecheyi (Richardson, 1829)"
 ]
}

 The dataset includes 35274 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005231-250227182430271/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.28533335
title: Datasheet.xlsx

description: <b>Spectrum of Lower Respiratory Tract Infections and antimicrobial resistance pattern in head and neck cancer patients undergoing chemoradiation</b>
DOI: 10.15468/dl.yuymn2
title: Occurrence Download

description: A dataset containing 1069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.26577 32.13161,-112.02352 32.13161,-112.02352 43.04092,-126.26577 43.04092,-126.26577 32.13161))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dipodomys californicus Merriam, 1890"
 ]
}

 The dataset includes 1069 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005232-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytkr5d
title: Occurrence Download

description: A dataset containing 10492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Hericium erinaceus (Bull.) Pers."
 ]
}

 The dataset includes 10492 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005233-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5qbd3
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "TaxonKey is Fagus grandifolia Ehrh.",
 "Year 2010-2011"
 ]
}

 The dataset includes 147 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005234-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14883088
title: Data obtained from ADNI (Alzheimer's Disease Neuroimaging Initiative)

description: Dataset
The original dataset was downloaded as a .csv file from ADNI database. It contained over 100 variables of demographic, psychological, genetic, neuroimaging and biospecimen information from 1450 participants. The dataset was removed of all variables that were invasive methods e.g. neuroimaging/biospecimen. 

 

Participants were chosen who showed no cognitive impairment during their initial screening visit. This was determined using the Clinical Dementia Rating (CDR) scale; a semi structured interview to assess skills such as memory and judgement. A follow up CDR score was collected between 3 to 5 years to determine whether they had developed a Mild Cognitive Impairment (MCI). The description of variables included can be seen below:



Description of variables





Variable
Metric
Table Key: Value
Brief Description




Impaired
T or F
Healthy: 0, Impaired: 1
Mild Cognitive Impairment in 3-5 years


Apoe4
# no.
None: 0, One: 1, Two: 2
APOE4 gene carrier


Age
Years
categ
Age of person


Gender
categ
Male: 1, Female: 2
Gender assigned at birth


Eth
categ
Hispanic: 1, Non-Hispanic: 2
Hispanic specific ethnicity


Race
categ
Asian: 2, Black or African: 4, White: 5, Multiple reported: 6
Racial Background


Hand
categ
Right: 1, Left: 2
Dominant hand type


Marry
categ
Married: 1, Widowed: 2, Divorced: 3, Never Married: 4, Unknown: 5
Marital status


Home
categ
House: 1, Condo: 2, Apartment: 3, Mobile home: 4, Retirement Community: 5, other: 8
Type of Residency


Retired
categ
Retired: 1, Not retired: 2
Retirement status


Occupation
categ
Level 1 (e.g. cleaner): 1, Level 2 (e.g. butcher): 2, Level 3 (e.g. shop manager): 3, Level 4 (e.g. secondary teacher): 4
Occupational Complexity


Education
Years
cont
Years of Formal Education


Depression
Test score
cont
Geriatric Depression Scale - A measure of depression (total /15; > 5 indicates depression)


NIQ
Test score
cont
Neuropsychiatric Inventory Questionnaire - A measure of behaviour changes consistent with Alzheimers e.g. delusions, hallucinations, agitation/aggression, dysphoria, anxiety etc. (total /36)


FAQ
Test score
cont
Functional Activities Questionnaire - The FAQ is a test that can be used to assess a patient’s dependency on another to carry out normal daily tasks, total /30, > 9 indicates impairment/dependency


Weight
kg
cont
Weight


Height
cm
cont
Height


Temp
deg c
cont
Temperature at appointment


Systolic
mmHg
cont
Systolic Blood Pressure


Dystolic
mmHg
cont
Diastolic Blood Pressure


Pulse
bpm
cont
Resting pulse rate


Resp
rpm
cont
Respirations per minute
DOI: 10.5281/zenodo.14883087
title: Data obtained from ADNI (Alzheimer's Disease Neuroimaging Initiative)

description: Dataset
The original dataset was downloaded as a .csv file from ADNI database. It contained over 100 variables of demographic, psychological, genetic, neuroimaging and biospecimen information from 1450 participants. The dataset was removed of all variables that were invasive methods e.g. neuroimaging/biospecimen. 

 

Participants were chosen who showed no cognitive impairment during their initial screening visit. This was determined using the Clinical Dementia Rating (CDR) scale; a semi structured interview to assess skills such as memory and judgement. A follow up CDR score was collected between 3 to 5 years to determine whether they had developed a Mild Cognitive Impairment (MCI). The description of variables included can be seen below:



Description of variables





Variable
Metric
Table Key: Value
Brief Description




Impaired
T or F
Healthy: 0, Impaired: 1
Mild Cognitive Impairment in 3-5 years


Apoe4
# no.
None: 0, One: 1, Two: 2
APOE4 gene carrier


Age
Years
categ
Age of person


Gender
categ
Male: 1, Female: 2
Gender assigned at birth


Eth
categ
Hispanic: 1, Non-Hispanic: 2
Hispanic specific ethnicity


Race
categ
Asian: 2, Black or African: 4, White: 5, Multiple reported: 6
Racial Background


Hand
categ
Right: 1, Left: 2
Dominant hand type


Marry
categ
Married: 1, Widowed: 2, Divorced: 3, Never Married: 4, Unknown: 5
Marital status


Home
categ
House: 1, Condo: 2, Apartment: 3, Mobile home: 4, Retirement Community: 5, other: 8
Type of Residency


Retired
categ
Retired: 1, Not retired: 2
Retirement status


Occupation
categ
Level 1 (e.g. cleaner): 1, Level 2 (e.g. butcher): 2, Level 3 (e.g. shop manager): 3, Level 4 (e.g. secondary teacher): 4
Occupational Complexity


Education
Years
cont
Years of Formal Education


Depression
Test score
cont
Geriatric Depression Scale - A measure of depression (total /15; > 5 indicates depression)


NIQ
Test score
cont
Neuropsychiatric Inventory Questionnaire - A measure of behaviour changes consistent with Alzheimers e.g. delusions, hallucinations, agitation/aggression, dysphoria, anxiety etc. (total /36)


FAQ
Test score
cont
Functional Activities Questionnaire - The FAQ is a test that can be used to assess a patient’s dependency on another to carry out normal daily tasks, total /30, > 9 indicates impairment/dependency


Weight
kg
cont
Weight


Height
cm
cont
Height


Temp
deg c
cont
Temperature at appointment


Systolic
mmHg
cont
Systolic Blood Pressure


Dystolic
mmHg
cont
Diastolic Blood Pressure


Pulse
bpm
cont
Resting pulse rate


Resp
rpm
cont
Respirations per minute