cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/zbr9-9h76
title: SCOS stroop task

description: Speckle contrast optical spectroscopy (SCOS) is an optical technique capable of measuring human cerebral blood flow and brain function non-invasively. Its tomographic extension, speckle contrast optical tomography (SCOT), can provide blood flow variation maps with measurements using overlapping source-detector channel pairs. Linearity is often assumed in most image reconstruction methods, but non-linearity could exist in the relations between measured signals and blood flow variations. We have constructed a fast-computing forward model for SCOT using the Rytov approximation to solve the correlation diffusion equation and compared it with the first Born approximation as well as the more accurate, microscopic Monte Carlo simulations. We have shown that the results obtained using the Rytov approximation are in good agreement with the Monte Carlo simulations, while the first Born approximation deviates from the other two methods for large blood flow variations. For instance, the Born approximation breaks down at 30% cerebral blood flow (CBF) changes within a volume of size 60 × 50 × 40 mm³, therefore we recommend using the Rytov approximation above this threshold. We have shown that our defined blood flow index (BFi) measured in SCOT is linearly related to local CBF variations, thus the forward and inverse problems can be solved linearly. We have then demonstrated image reconstruction experimentally showing human brain activations using our recently developed high-density SCOS system. Our method guides experimental system designs and data analysis for SCOT.
DOI: 10.15468/dl.xqr6n2
title: Occurrence Download

description: A dataset containing 1926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oreamnos americanus (Blainville, 1816)",
 "Year 1981-2010"
 ]
}

 The dataset includes 1926 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013274-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unhkq7
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Uroderma convexum Lyon, 1902"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013275-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p914bqys
title: Long-term water-quality trends for rivers and streams within the contiguous United States using Weighted Regressions on Time, Discharge, and Season (WRTDS) (ver. 1.1, March 2025)

description: The U.S. Geological Survey (USGS) Water Mission Area (WMA) is working to address a need to understand where the Nation is experiencing water shortages or surpluses relative to the demand for water need by delivering routine assessments of water supply and demand. It is also improving understanding of the natural and human factors affecting the balance between supply and demand. A key part of these national assessments is identifying long-term trends in water availability, including groundwater and surface water quantity, quality, and use. To describe the long-term trends in the surface water quality component of water availability, data from the USGS and other Federal, State, and local agencies were accessed primarily through the US EPA's Water Quality Portal (https://www.waterqualitydata.us/) in 2023 and used in trend analyses. This USGS data release contains all the input and output files necessary to reproduce the results from the Weighted Regressions on Time, Discharge, and Season (WRTDS) models, using data preparation methods described in Oelsner and others, 2017 for individual monitoring locations. Models were calibrated for each combination of site and parameter using the screened input data. Models were run on Tallgrass, the USGS supercomputer, in separate run for each parameter. Once calibrated, the WRTDS models were initially evaluated using a logistic regression equation that estimated a probability of acceptance for each model (e.g., "a good fit") based on a set of diagnostic metrics derived from the observed, estimated, and residual values from each model and data set (Murphy and Chanat, 2023). Each WRTDS model was assigned to one of three categories: “auto-accept,” “auto-reject,” or “manual evaluation". Models assigned to the latter category were visually evaluated for appropriate model fit using residual and diagnostic plots. Models assigned to the first two categories were automatically included or rejected from the final results, respectively. Seven water-quality parameters were assessed, including nutrients (nitrate, filtered orthophosphate, total nitrogen, and total phosphorus), salinity indicators (chloride and specific conductance), and sediment (suspended sediment concentration). Trends are reported for three trend periods: 1980-2020, 2000-2020, and the longest period of record at each site.
DOI: 10.15468/dl.3uea2b
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scilla nana (Schult. & Schult.f.) Speta"
 ]
}

 The dataset includes 154 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013276-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e119451v2
title: National Neighborhood Data Archive (NaNDA): Socioeconomic Status and Demographic Characteristics of Census Tracts, United States, 2008-2017

description: This dataset contains
measures of socioeconomic and demographic characteristics by US census tract
for the years 2008-2017. Example measures include population density;
population distribution by race, ethnicity, age, and income; and proportion of
population living below the poverty level, receiving public assistance, and
female-headed families. The dataset also contains a set of index variables to
represent neighborhood disadvantage and affluence.<br><br>A curated version of this data is available through ICPSR at http://dx.doi.org/10.3886/ICPSR38528.v1.<br>
description: All census tracts in the United States, including Puerto Rico. Smallest Geographic Unit: census tract
description: This dataset complements a similar version (National Neighborhood Data Archive [NaNDA]: Neighborhood Socioeconomic and Demographic Characteristics of Census Tracts, United States, 2000-2010, https://www.openicpsr.org/openicpsr/project/111107/) which is based on the same theoretical findings and covers the period 2000-2010. Users wanting to combine
this dataset with measures from 2000-2010 should be aware of key differences
between how measures are calculated across the two datasets. For more information, see the "Usage Note" section of the documentation.
DOI: 10.15468/dl.ytevud
title: Occurrence Download

description: A dataset containing 2426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Geometry POLYGON((-82.85777 9.60763,-82.79737 9.60763,-82.79737 9.64922,-82.85777 9.64922,-82.85777 9.60763))",
 "HasGeospatialIssue is false",
 "Year 2015-2025"
 ]
}

 The dataset includes 2426 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013277-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e119451v1
title: National Neighborhood Data Archive (NaNDA): Socioeconomic Status and Demographic Characteristics of Census Tracts, United States, 2008-2017

description: This dataset contains
measures of socioeconomic and demographic characteristics by US census tract
for the years 2008-2017. Example measures include population density;
population distribution by race, ethnicity, age, and income; and proportion of
population living below the poverty level, receiving public assistance, and
female-headed families. The dataset also contains a set of index variables to
represent neighborhood disadvantage and affluence.
description: All census tracts in the United States, including Puerto Rico. Smallest Geographic Unit: census tract
description: This dataset complements a similar version (National Neighborhood Data Archive [NaNDA]: Neighborhood Socioeconomic and Demographic Characteristics of Census Tracts, United States, 2000-2010, https://www.openicpsr.org/openicpsr/project/111107/) which is based on the same theoretical findings and covers the period 2000-2010. Users wanting to combine
this dataset with measures from 2000-2010 should be aware of key differences
between how measures are calculated across the two datasets. For more information, see the "Usage Note" section of the documentation.
DOI: 10.15468/dl.q2xkm2
title: Occurrence Download

description: A dataset containing 8176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Brazil, Venezuela (Bolivarian Republic of), Guyana, Suriname, Peru, French Guiana, Ecuador, Bolivia (Plurinational State of), Colombia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Bertholletia excelsa Bonpl., Bertholletia excelsa Kunth, Bertholletia excelsa O.Berg, Melipona eburnea Friese, 1900, Melipona eburnea fuscopilosa Moure & Kerr, 1950, Melipona compressipes (Fabricius, 1804), Melipona rufiventris Lepeletier, 1836, Melipona rufiventris brachychaeta Moure, 1950, Melipona rufiventris dubia Moure & Kerr, 1950, Melipona seminigra Friese, 1903, Melipona seminigra merrillae Cockerell, 1920, Melipona seminigra pernigra Moure & Kerr, 1950, Melipona seminigra fuscopilosa Moure & Kerr, 1950, Melipona seminigra abunensis Cockerell, 1912, Melipona seminigra seminigra, Melipona fulva Lepeletier, 1836, Tetragonisca angustula (Latreille, 1811), Tetragonisca angustula fiebrigi (Schwarz, 1938), Scaptotrigona depilis (Moure, 1942), Euglossa imperialis Cockerell, 1922, Euglossa piliventris imperialis Cockerell, 1922)",
 "Year 1000-2025"
 ]
}

 The dataset includes 8176 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013278-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duxsvv
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ovis dalli Nelson, 1884",
 "Year 1981-2010"
 ]
}

 The dataset includes 412 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013279-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w92phj
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Boana ventrimaculata Caminer & Ron, 2020"
 ]
}

 The dataset includes 52 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013280-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e125781v2
title: National Neighborhood Data Archive (NaNDA): Voter Registration, Turnout, and Partisanship by County, United States, 2004-2018

description: This dataset contains
counts of voter registration and voter turnout for all counties in the United
States for the years 2004-2018. It also contains measures of each county’s Democratic
and Republican partisanship, including six-year longitudinal partisan indices
for 2006-2016.<br><br>A curated version of this data is available through ICPSR at https://doi.org/10.3886/ICPSR38506.v1.<br>
description: Counties in the United States, excluding Alaska and U.S. island territories. Smallest Geographic Unit: county
DOI: 10.6084/m9.figshare.28189550
title: The Prevalence and Parental Awareness, Perception, andAttitudes towards Eye Diseases in Children Under 18 yearsold, in Saudi Arabia

description: The Prevalence and Parental Awareness, Perception, andAttitudes towards Eye Diseases in Children Under 18 yearsold, in Saudi Arabia
DOI: 10.3886/e125781v1
title: National Neighborhood Data Archive (NaNDA): Voter Registration, Turnout, and Partisanship by County, United States, 2004-2018

description: This dataset contains
counts of voter registration and voter turnout for all counties in the United
States for the years 2004-2018. It also contains measures of each county’s Democratic
and Republican partisanship, including six-year longitudinal partisan indices
for 2006-2016.
description: Counties in the United States, excluding Alaska and U.S. island territories. Smallest Geographic Unit: county
DOI: 10.15468/dl.d25uye
title: Occurrence Download

description: A dataset containing 21170522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 21170522 records from 7266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013222-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjqpy7
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tauraco erythrolophus (Vieillot, 1819)"
 ]
}

 The dataset includes 199 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172912-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmciue
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris L.",
 "Country is Mexico",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 228 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031792-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg38p8
title: Occurrence Download

description: A dataset containing 7648 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pseudonigrita arnaudi (Bonaparte, 1850)"
 ]
}

 The dataset includes 7648 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007459-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfwrfg
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Crepis erythia Pau"
 ]
}

 The dataset includes 47 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046304-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vioji6
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Rubus rosifolius Sm."
 ]
}

 The dataset includes 208 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031792-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyubm4
title: Occurrence Download

description: A dataset containing 1097 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Darevskia rudis (Bedriaga, 1886)"
 ]
}

 The dataset includes 1097 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007506-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzfbbw
title: Occurrence Download

description: A dataset containing 11866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccinium L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 11866 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159752-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lvll0r
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Rubus sumatranus Miq."
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031793-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svayqh
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Locustella montis (Hartert, 1896)"
 ]
}

 The dataset includes 360 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011355-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwpbyx
title: Occurrence Download

description: A dataset containing 3397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 3397 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159729-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgksw5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spinther japonicus Imajima & Hartman, 1964)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046224-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.na7fgv
title: Occurrence Download

description: A dataset containing 3911296 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Florabank1 - A grid-based database on vascular plant distribution in the northern part of Belgium (Flanders and the Brussels Capital region)"
 ]
}

 The dataset includes 3911296 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031794-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzqzq4
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Scepomycter winifredae (Moreau, 1938)"
 ]
}

 The dataset includes 150 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011374-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.df2zzz
title: Occurrence Download

description: A dataset containing 918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamaedaphne Moench",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 918 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159742-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24neld
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna siamea (Lam.) H.S.Irwin & Barneby",
 "Country is Mexico",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031795-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9h5a2n
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geissorhiza leipoldtii R.C.Foster"
 ]
}

 The dataset includes 42 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011386-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11384728
title: Data from: Spatio-temporal changes of Svalbard lagoon systems in the post-Little-Ice-Age period (1936–2021)
DOI: 10.15468/dl.fxi77f
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Saccharum spontaneum L."
 ]
}

 The dataset includes 373 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031796-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.