cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17289803
title: CONUS PM2.5 estimation
title: daily-Zip

description: CONUS PM2.5 

We estimated daily ground-level PM2.5 concentrations across the contiguous U.S. by integrating EPA AQS reference measurements with PurpleAir sensor data, applying rigorous quality control and geographically weighted regression (GWR) with temperature and humidity adjustments. We incorporated Community Multiscale Air Quality (CMAQ) model outputs to estimate total and nonfire PM2.5, deriving wildfire smoke PM2.5 by differencing the two. Satellite-derived MAIAC AOD, meteorology, land cover, topography, population density, and NOAA smoke plume data were harmonized to 1 km grids through gap-filling and interpolation. To isolate the smoke contribution, we trained two separate random forest models: one to predict total PM₂.₅ in smoke-impacted regions and another to predict background PM2.5 in both smoke and no-smoke regions, identified using NOAA plume polygons and CMAQ smoke ratios. Smoke PM2.5 was then calculated as the difference between these two predictions, and SMOTE oversampling was applied to improve performance for high-concentration events, resulting in approximately 1.68 million smoke-impacted and 2.01 million no-smoke station-day observations.

For the ZIP-level daily data, the 1 km total and nonfire PM2.5 estimates were aggregated to ESRI ZIP Code boundaries using arithmetic mean for all grid points within each ZIP. Daily smoke PM2.5 at the ZIP level was then computed as the difference between the aggregated total and nonfire PM2.5 estimates.
DOI: 10.5281/zenodo.17289804
title: CONUS PM2.5 estimation
title: daily-Zip

description: CONUS PM2.5 

We estimated daily ground-level PM2.5 concentrations across the contiguous U.S. by integrating EPA AQS reference measurements with PurpleAir sensor data, applying rigorous quality control and geographically weighted regression (GWR) with temperature and humidity adjustments. We incorporated Community Multiscale Air Quality (CMAQ) model outputs to estimate total and nonfire PM2.5, deriving wildfire smoke PM2.5 by differencing the two. Satellite-derived MAIAC AOD, meteorology, land cover, topography, population density, and NOAA smoke plume data were harmonized to 1 km grids through gap-filling and interpolation. To isolate the smoke contribution, we trained two separate random forest models: one to predict total PM₂.₅ in smoke-impacted regions and another to predict background PM2.5 in both smoke and no-smoke regions, identified using NOAA plume polygons and CMAQ smoke ratios. Smoke PM2.5 was then calculated as the difference between these two predictions, and SMOTE oversampling was applied to improve performance for high-concentration events, resulting in approximately 1.68 million smoke-impacted and 2.01 million no-smoke station-day observations.

For the ZIP-level daily data, the 1 km total and nonfire PM2.5 estimates were aggregated to ESRI ZIP Code boundaries using arithmetic mean for all grid points within each ZIP. Daily smoke PM2.5 at the ZIP level was then computed as the difference between the aggregated total and nonfire PM2.5 estimates.
DOI: 10.17182/hepdata.54967.v1/t136
title: "Table 136" of "Differential cross section and recoil polarization measurements for the gamma p to K+ Lambda reaction using CLAS at Jefferson Lab"

description: Polarization(LAMBDA) as a function of COS(THETA(K)) for the centre-of-mass range 1.78-1.79 GeV.
description: Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
DOI: 10.17182/hepdata.54967.v1/t137
title: "Table 137" of "Differential cross section and recoil polarization measurements for the gamma p to K+ Lambda reaction using CLAS at Jefferson Lab"

description: Polarization(LAMBDA) as a function of COS(THETA(K)) for the centre-of-mass range 1.79-1.8 GeV.
description: Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
DOI: 10.17182/hepdata.54967.v1/t138
title: "Table 138" of "Differential cross section and recoil polarization measurements for the gamma p to K+ Lambda reaction using CLAS at Jefferson Lab"

description: Polarization(LAMBDA) as a function of COS(THETA(K)) for the centre-of-mass range 1.8-1.81 GeV.
description: Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
DOI: 10.17182/hepdata.54967.v1/t139
title: "Table 139" of "Differential cross section and recoil polarization measurements for the gamma p to K+ Lambda reaction using CLAS at Jefferson Lab"

description: Polarization(LAMBDA) as a function of COS(THETA(K)) for the centre-of-mass range 1.81-1.82 GeV.
description: Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
DOI: 10.17182/hepdata.54967.v1/t140
title: "Table 140" of "Differential cross section and recoil polarization measurements for the gamma p to K+ Lambda reaction using CLAS at Jefferson Lab"

description: Polarization(LAMBDA) as a function of COS(THETA(K)) for the centre-of-mass range 1.82-1.83 GeV.
description: Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
Jefferson Lab.-CEBAF. Measurement of the differential cross section and recoil polarization for the reaction GAMMA P --& gt; K+ LAMBDA at centre of mass energies from 1.62 to 2.84 GeV and a wide range of centre-of-mass production angles.. Numerical values supplied by M McCracken.
DOI: 10.15468/dl.jphhex
title: Occurrence Download

description: A dataset containing 504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "Elevation 915.0-9999.0m",
 "IucnRedListCategory is one of (CR, EN, VU, NT)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 504 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015559-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15497263
title: 20250523_Isabel
DOI: 10.5281/zenodo.15497264
title: 20250523_Isabel
DOI: 10.15468/dl.trzj77
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plecturocebus modestus (Lönnberg, 1939)"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015560-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdbduv
title: Occurrence Download

description: A dataset containing 154905585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthropoda",
 "Year 2000-2025"
 ]
}

 The dataset includes 154905585 records from 13302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015527-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjfltw
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/0006670-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s55wxa
title: Occurrence Download

description: A dataset containing 1376965989 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1376965989 records from 8724 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106490-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/krspak
title: 0063.wav

description: :unav
DOI: 10.60600/yu/clawet/si5exv
title: 0067.wav

description: :unav
DOI: 10.60600/yu/clawet/9dvjqi
title: 0138.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/lhsp42
title: 0018.wav

description: :unav
DOI: 10.15468/dl.du7rd8
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cis chinensis Lawrence, 1991)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090606-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eys947
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cybocephalus nipponicus Endrödy-Younga, 1971)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090608-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6k4cub
title: Occurrence Download

description: A dataset containing 1894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aldrovanda vesiculosa L., Aldrovanda vesiculosa var. verticillata (Roxb.) Darwin, Aldrovanda vesiculosa var. rubescens A.T.Cross & Adamec, Aldrovanda vesiculosa var. australis Darwin, Aldrovanda vesiculosa var. duriaei Casp.)"
 ]
}

 The dataset includes 1894 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090607-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/ja0eid
title: 0082.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/yyotbt
title: 0035.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/dqatet
title: 0136.wav

description: :unav
DOI: 10.15468/dl.b3nb72
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Drapetes mordelloides (Host, 1789))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 529 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090610-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/ns4zaj
title: 0126.TextGrid

description: :unav
DOI: 10.15468/dl.x7g45b
title: Occurrence Download

description: A dataset containing 867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alepis flavida (Hook.fil.) Tiegh.)"
 ]
}

 The dataset includes 867 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090611-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12511447
title: ramphastos_ariel_zanfona_1.fasta.gz

description: .
DOI: 10.5281/zenodo.12511448
title: ramphastos_ariel_zanfona_1.fasta.gz

description: .
DOI: 10.60600/yu/clawet/nfqvyx
title: 0135.wav

description: :unav
DOI: 10.5281/zenodo.11257149
title: Mito-omix validation sample slides

description: BIAS data and project files for validation samples
DOI: 10.5281/zenodo.11257150
title: Mito-omix validation sample slides

description: BIAS data and project files for validation samples
DOI: 10.15468/dl.y42jxa
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Université Lyon 1",
 "TaxonKey is Cyrtandra J.R.Forst. & G.Forst."
 ]
}

 The dataset includes 120 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090612-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/gtxl0k
title: 0101.wav

description: :unav
DOI: 10.6084/m9.figshare.26089579
title: Ontología para la​ comunidad académica del Real Conservatorio Superior de Música de Madrid en el siglo XIX

description: Esta ontología de dominio establece las relaciones entre la comunidad académica del Real Conservatorio Superior de Música de Madrid (RCSMM) entre 1830 y 1892 a partir de fuentes primarias custodiadas en la Biblioteca y en el Archivo Histórico-Administrativo de dicha institución.
DOI: 10.60600/yu/clawet/qmm6rv
title: 0001.TextGrid

description: :unav
DOI: 10.15468/dl.4zhp62
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sphaericus pinguis (Wollaston, 1854))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 85 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090615-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/rs0aj9
title: 0074.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/fzcubr
title: 0142.TextGrid

description: :unav
DOI: 10.15468/dl.b7chqc
title: Occurrence Download

description: A dataset containing 3787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Juniperus communis var. saxatilis Pall.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3787 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090618-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/ve714t
title: 0077.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/so43cw
title: 0111.TextGrid

description: :unav
DOI: 10.15468/dl.4nuxcb
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dermestes vorax Motschulsky, 1860)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 50 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090620-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8z94wc
title: Occurrence Download

description: A dataset containing 4073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aletris farinosa L., Aletris farinosa Ker Gawl., 1811, Aletris farinosa (Thunb.) Thunb.)"
 ]
}

 The dataset includes 4073 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090619-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/eia39z
title: 0045.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/jyaalu
title: 0099.wav

description: :unav
DOI: 10.60600/yu/clawet/w4jbmv
title: 0085.wav

description: :unav
DOI: 10.60600/yu/clawet/lqetni
title: 0092.TextGrid

description: :unav