cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr07707.v3
title: Juvenile Detention and Correctional Facility Census, 1975
title: Version 3

description: The 1975 census includes juvenile detention and
correctional facilities that were operated by state or local
governments in November, 1975, and had been in operation at least a
month prior to June 30, 1975. There is one record for each juvenile
detention facility that had a population of at least 50 percent
juveniles. Each record is classified into one of six categories:
detention centers or shelters, reception or diagnostic centers,
training schools, ranches, forestry camps and farms, and halfway
houses and group homes. Data include state, county, and city
identification, level of government responsible for the facility, type
of agency, agency identification, resident population by sex, age
range, detention status, and offense, admissions and departures of
population, average length of stay, staffing and expenditures, age and
capacity of the facility, and programs and services available.
description: Datasets: 
DS1: Juvenile Detention and Correctional Facility Census, 1975
description: Juvenile detention and correctional facilities operated by
state or local governments.
description: Conducted by the United States Department of Commerce, Bureau of the Census.
DOI: 10.15468/dl.g7xerj
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Bahia",
 "TaxonKey is Astyanax lacustris (Lütken, 1875)"
 ]
}

 The dataset includes 312 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009139-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euzdu9
title: Occurrence Download

description: A dataset containing 1073 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaultheria pumila (L.fil.) D.J.Middleton"
 ]
}

 The dataset includes 1073 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009140-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zs4nt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Micrurus bocourti (Jan, 1872))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009137-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czydeh
title: Occurrence Download

description: A dataset containing 1073 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaultheria pumila (L.fil.) D.J.Middleton"
 ]
}

 The dataset includes 1073 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009142-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kb6crz
title: Occurrence Download

description: A dataset listing the 10508 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry MULTIPOLYGON(((-74.62046 5.9717,-74.49402 6.06299,-74.49402 6.06299,-73.75111 6.67711,-73.63436 6.67006,-73.58812 6.78377,-73.54884 6.91768,-73.51695 7.07891,-73.44358 7.30857,-73.39807 7.46221,-73.4601 7.72283,-73.46664 7.72921,-73.53332 7.95685,-73.53317 8.06818,-73.59942 8.06827,-73.71111 8.06335,-73.75449 8.06339,-73.94098 7.45894,-73.94103 7.30884,-73.92473 7.08711,-73.9245 7.07814,-73.97301 6.99036,-73.99343 6.95084,-74.50665 6.1743,-74.59806 6.09158,-74.62337 6.07176,-74.62337 6.07176,-74.63755 6.04278,-74.64578 5.98913,-74.62046 5.9717)))",
 "Geometry MULTIPOLYGON(((-72.54293 8.46629,-72.54507 8.50129,-72.56949 8.52762,-72.58537 8.52478,-72.61625 8.53035,-72.61875 8.53791,-72.62342 8.54742,-72.63141 8.55514,-72.64174 8.56052,-72.65222 8.56088,-72.63018 8.56941,-72.62488 8.57634,-72.62399 8.58613,-72.62391 8.58694,-72.62535 8.5885,-72.62567 8.58873,-72.65639 8.61133,-72.69385 8.77406,-72.69872 8.77754,-72.70541 8.78355,-72.70721 8.79089,-72.70752 8.80762,-72.71323 8.82535,-72.72396 8.8392,-72.7366 8.85338,-72.7579 8.8632,-72.78967 8.85209,-72.80618 8.83505,-72.80794 8.82845,-72.78365 8.72518,-72.79283 8.71924,-72.76904 8.66424,-72.72509 8.62755,-72.72044 8.59801,-72.70029 8.55782,-72.68596 8.54784,-72.68673 8.54698,-72.69146 8.53741,-72.69179 8.52773,-72.68963 8.52519,-72.69154 8.5248,-72.69058 8.52033,-72.68962 8.51699,-72.68943 8.51648,-72.68941 8.51628,-72.68913 8.51501,-72.68889 8.51259,-72.68663 8.50148,-72.68384 8.49406,-72.68439 8.49209,-72.68605 8.48935,-72.68856 8.47955,-72.68742 8.47235,-72.6872 8.47133,-72.69035 8.4642,-72.68906 8.45854,-72.68912 8.45258,-72.68881 8.44817,-72.68934 8.4421,-72.68839 8.43878,-72.66816 8.41618,-72.66011 8.40719,-72.65285 8.39907,-72.65009 8.39806,-72.64257 8.39768,-72.63383 8.397,-72.59694 8.36884,-72.59226 8.34923,-72.47679 8.15574,-72.45215 8.1612,-72.42116 8.2229,-72.42107 8.24603,-72.54849 8.39543,-72.54664 8.40193,-72.54546 8.40967,-72.54619 8.41905,-72.548 8.44794,-72.54293 8.46629)))",
 "Geometry MULTIPOLYGON(((-71.76443 6.99528,-71.78168 7.00972,-71.78281 7.00847,-71.78433 7.00908,-71.78471 7.00876,-71.78505 7.00887,-71.78602 7.00787,-71.78778 7.00928,-71.78455 7.01206,-71.80587 7.02983,-71.8647 6.9755,-71.86185 6.95792,-71.85539 6.95752,-71.84542 6.96349,-71.84215 6.96035,-71.84611 6.95695,-71.84443 6.95515,-71.84616 6.9538,-71.84988 6.95658,-71.85212 6.9542,-71.85252 6.95454,-71.85541 6.95255,-71.85351 6.95083,-71.85463 6.94944,-71.85286 6.94622,-71.8195 6.93273,-71.81148 6.93341,-71.79565 6.93452,-71.76443 6.99528)))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 10508 records were derived from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009114-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15170919
title: (Data Set) Mission Performance Impact of a Fission-Powered Exploration Rover
DOI: 10.15468/dl.gnchn6
title: Occurrence Download

description: A dataset containing 1114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Saguinus leucopus (Günther, 1877)"
 ]
}

 The dataset includes 1114 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009145-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e32wvm
title: Occurrence Download

description: A dataset containing 2063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon ouachitae Dunn & Heinze, 1933)"
 ]
}

 The dataset includes 2063 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000683-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnskpa
title: Occurrence Download

description: A dataset containing 87149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tachyphonus coronatus (Vieillot, 1822)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 87149 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000682-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57912/23846322.v1
title: Yemen Population Data 2016

description: Muhafazat administrative level boundaries with detailed population data for Yemen, 2016.
DOI: 10.57912/23846322
title: Yemen Population Data 2016

description: Muhafazat administrative level boundaries with detailed population data for Yemen, 2016.
DOI: 10.57912/23846325
title: Lebanon Population Data 2016

description: Administrative-level population data for Lebanon, 2016.
DOI: 10.57912/23846325.v1
title: Lebanon Population Data 2016

description: Administrative-level population data for Lebanon, 2016.
DOI: 10.15468/dl.2hs3zb
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon petraeus Wynn, Highton & Jacobs, 1988)"
 ]
}

 The dataset includes 219 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000684-250212154643175/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.28405223
title: surveys_river_table

description: Just testing file for data analysis trial
DOI: 10.5281/zenodo.3759675
title: Resampled Opacity Database for PICASO v2

description: Wavelength range of the opacities go from 0.3-14 microns. Opacities are resampled to R=10,000 from an original R=1e6 LBL calculation performed by Richard Freedman and Roxana Lupu. Because it is resampled it should only be used for R~100 models. If higher resolution is needed, please contact one of the authors. You can use PICASO to explore using the Opacity Factor. <pre><code class="language-python">import picaso.opacity_factory as opa molecules, pt_pairs = opa.molecular_avail(db_filename) print(molecules) ['Na','K','Li','Cs','Rb','CH4','CO','CO2','H2O','H2S','N2O','NH3','O2','O3','PH3','TiO','VO'] pt_pairs[0:10] [(1, 1e-06, 75.0), (2, 3e-06, 75.0), (3, 1e-05, 75.0), (4, 3e-05, 75.0), (5, 0.0001, 75.0), (6, 0.0003, 75.0), (7, 0.001, 75.0), (8, 0.003, 75.0), (9, 0.01, 75.0), (10, 0.03, 75.0)]</code></pre> As you can see from the pt_pairs, our grid is computed on a specific pressure-temperature grid that has a total of 1060 points. A full tutorial on querying the database is available in the PICASO read the docs. <em><strong>NOTE:</strong> A full table of references and citations is currently being compiled for publication with the Sonora Grid (Marley+2020 in prep). We have uploaded the opacities so that users can beta test with PICASO v2. We will include a full table of references here. If you publish with these opacities in the mean time, please contact one of the authors to get a full list of the proper citations. </em>
DOI: 10.57912/23889726
title: LandScan 2016 : Global Population Database

description: Using an innovative approach with Geographic Information Systems and Remote Sensing, ORNL’s LandScan is the community standard for global population distribution. At 30 arc-second (approximately 1 km) resolution, LandScan is the finest resolution global population distribution data available and represents an “ambient population” (average over 24 hours). The LandScan algorithm, an R&D 100 Award Winner, uses spatial data and imagery analysis technologies and a multi-variable dasymetric modeling approach to disaggregate census counts within an administrative boundary. LandScan population data are spatially explicit - unlike tabular Census data. Since no single population distribution model can account for the differences in spatial data availability, quality, scale, and accuracy as well as the differences in cultural settlement practices, LandScan population distribution models are tailored to match the data conditions and geographical nature of each individual country and region.
DOI: 10.17909/dqt1-1e90
title: Data from Lyu et al. 2025 on NIRSpec IFU observation of a low-luminosity quasar

description: NIRSpec IFU data for HSC J2239+0207
DOI: 10.5281/zenodo.14822105
title: Simultaneous immunomodulation and epithelial-to-mesenchymal transition drives lung adenocarcinoma progression

description: Lung cancer remains the deadliest cancer in the United States, with lung adenocarcinoma (LUAD) as its most prevalent subtype. While computed tomography (CT)-based screening has improved early detection and enabled curative surgeries, the molecular and cellular dynamics driving early-stage LUAD progression remain poorly understood, limiting non-surgical treatment options. To address this gap, we profiled 2.24 million cells from 122 early-stage LUAD patients using multiplexed imaging mass cytometry (IMC). This analysis revealed the molecular, spatial, and temporal dynamics of LUAD development.

Our findings uncover a binary progression model. LUAD advances through either inflammation, driven by a balance of cytotoxic and regulatory immune activity, or fibrosis, characterized by stromal activation. Surprisingly, tumor cell populations did not increase significantly. Instead, they displayed a mixed phenotypic profile consistent with epithelial-to-mesenchymal transition (EMT), effectively masking the expansion of malignant cells.

Furthermore, we addressed discrepancies between CT-based and histology-based subtyping. CT scans, while non-invasive, often mischaracterize invasive fibrotic tumors—which account for 20.5% of LUAD cases—as mild, non-solid ground glass opacities (GGOs). Using high-content IMC imaging, we demonstrate that these tumors harbor significant risks and advocate for improved diagnostic strategies. These strategies should integrate molecular profiling to refine patient stratification and therapeutic decision-making.

Altogether, our study provides a high-resolution, systems-level view of the tumor microenvironment in early-stage LUAD. We characterize key transitions in oncogenesis and propose a precision-driven framework to enhance the detection and management of aggressive disease subtypes.
DOI: 10.5281/zenodo.14822106
title: Simultaneous immunomodulation and epithelial-to-mesenchymal transition drives lung adenocarcinoma progression

description: Lung cancer remains the deadliest cancer in the United States, with lung adenocarcinoma (LUAD) as its most prevalent subtype. While computed tomography (CT)-based screening has improved early detection and enabled curative surgeries, the molecular and cellular dynamics driving early-stage LUAD progression remain poorly understood, limiting non-surgical treatment options. To address this gap, we profiled 2.24 million cells from 122 early-stage LUAD patients using multiplexed imaging mass cytometry (IMC). This analysis revealed the molecular, spatial, and temporal dynamics of LUAD development.

Our findings uncover a binary progression model. LUAD advances through either inflammation, driven by a balance of cytotoxic and regulatory immune activity, or fibrosis, characterized by stromal activation. Surprisingly, tumor cell populations did not increase significantly. Instead, they displayed a mixed phenotypic profile consistent with epithelial-to-mesenchymal transition (EMT), effectively masking the expansion of malignant cells.

Furthermore, we addressed discrepancies between CT-based and histology-based subtyping. CT scans, while non-invasive, often mischaracterize invasive fibrotic tumors—which account for 20.5% of LUAD cases—as mild, non-solid ground glass opacities (GGOs). Using high-content IMC imaging, we demonstrate that these tumors harbor significant risks and advocate for improved diagnostic strategies. These strategies should integrate molecular profiling to refine patient stratification and therapeutic decision-making.

Altogether, our study provides a high-resolution, systems-level view of the tumor microenvironment in early-stage LUAD. We characterize key transitions in oncogenesis and propose a precision-driven framework to enhance the detection and management of aggressive disease subtypes.
DOI: 10.15468/dl.czk5nd
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon punctatus Highton, 1972)"
 ]
}

 The dataset includes 353 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000685-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7sq9u
title: Occurrence Download

description: A dataset containing 105378354 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 105378354 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000680-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugvu9c
title: Occurrence Download

description: A dataset containing 5097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon richmondi Netting & Mittleman, 1938)"
 ]
}

 The dataset includes 5097 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000686-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv3q5z
title: Occurrence Download

description: A dataset containing 3749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Callophrys polios (Cook & Watson, 1907)"
 ]
}

 The dataset includes 3749 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000687-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57912/24442786
title: Complete U.S. Database 2017

description: Site-licensed "Complete U.S. Database" 2017 from Woods & Poole Economics. The downloadable ZIP file contains all folders and files as distributed on the DVD. From their description: "The Complete U.S. Database contains, on DVD, annual historical data from 1970 (some variables begin in 1990) and annual projections to 2050 of population by race, sex, and age, employment by industry, earnings of employees by industry, personal income by source, households by income bracket and retail sales by kind of business. The Complete U.S. Database contains annual data, 1970 (some variables begin in 1990) to 2050, for all economic and demographic variables for all geographic areas in the Woods & Poole database (the U.S. total, and all regions, states, counties, and CBSAs) – more than 130 million statistics. The Complete U.S. Database differs from CEDDS in that it has the population data by single year of age cross tabulated by sex and by race – more than 1,500 demographic variables."
DOI: 10.57912/24442786.v1
title: Complete U.S. Database 2017

description: Site-licensed "Complete U.S. Database" 2017 from Woods & Poole Economics. The downloadable ZIP file contains all folders and files as distributed on the DVD. From their description: "The Complete U.S. Database contains, on DVD, annual historical data from 1970 (some variables begin in 1990) and annual projections to 2050 of population by race, sex, and age, employment by industry, earnings of employees by industry, personal income by source, households by income bracket and retail sales by kind of business. The Complete U.S. Database contains annual data, 1970 (some variables begin in 1990) to 2050, for all economic and demographic variables for all geographic areas in the Woods & Poole database (the U.S. total, and all regions, states, counties, and CBSAs) – more than 130 million statistics. The Complete U.S. Database differs from CEDDS in that it has the population data by single year of age cross tabulated by sex and by race – more than 1,500 demographic variables."
DOI: 10.15468/dl.z24ax3
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon savannah Highton, 1989)"
 ]
}

 The dataset includes 90 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000688-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdjp4e
title: Occurrence Download

description: A dataset containing 28862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glaucopsyche lygdamus (Doubleday, 1842)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28862 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000690-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62wka5
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon sequoyah Highton, 1989)"
 ]
}

 The dataset includes 261 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000691-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvjf3t
title: Occurrence Download

description: A dataset containing 54733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Human Observation, Observation, Material citation, Occurrence evidence, Specimen)",
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL.22.48_2",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "Month is one of (January, February, April, March, May, June, July, August, September, October, November, December)",
 "TaxonKey is Animalia",
 "Year 1000-2025"
 ]
}

 The dataset includes 54733 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000692-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10736112
title: US counties COVID 19 dataset
DOI: 10.15468/dl.5agjvb
title: Occurrence Download

description: A dataset containing 6199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon serratus Grobman, 1944)"
 ]
}

 The dataset includes 6199 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000693-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.