cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16952803
title: Accelerated calibration of semi-analytic galaxy formation models - Galacticus Catalogues

description: Overview

Galacticus catalogues that were generated for the paper "Accelerated calibration of semi-analytic galaxy formation models". The associated GitHub repository contains scripts that generate the figures in the paper, some of which require this data. Note that files associated with running the MCMCs (configuration files, the resulting MCMC chains, etc.) are not included here, but are instead in the GitHub repository.

If interested in rerunning similar or related models with Galacticus, you can find both the explicit version of Galactcicus (with a git hash) and the Galacticus parameters used in the catalogue hdf5 files. The information about the Galacticus version is stored in the Version group, with attributes such as gitHash.

The parameters group contains the Galacticus model choices and parameter values used. Note that the Galacticus code has a script that can be used to extract these parameter values into a parameter file that can be read by Galacticus. So to re-run the Galacticus run that produced galacticusCatalog.hdf5 one could do:

$GALACTICUS_EXEC_PATH/scripts/parameters/parametersExtract.py galacticusCatalog.hdf5 galacticusParameterFile.xml
$GALACTICUS_EXEC_PATH/galacticus.exe galacticusParameterFile.xml

which would first create the parameter file galacticusParameterFile.xml, and then use this parameter file to run Galacticus.

Data Description

What each catalogue corresponds to is probably most easily understood by inspecting the associated GitHub repository, which shows which files are used by which plotting scripts. In brief, there are two directories Low-z and Low-z_High-z_Sizes. The first of these used Galacticus parameters that were calibrated only to the low-z stellar-to-halo-mass relation (SHMR), while the latter used Galacticus parameters calibrated to both low and high redshift SHMRs, as well as low-redshift galaxy sizes. Within each of these directories there are then maximumPosterior runs (that use the MAP parameters from the associated MCMC chains) and posteriorDraws runs, that use random draws from the MCMC chains. There are additional runs that are slight variations on these: 



Low-z_High-z_Sizes/maximumPosterior/sobralComparison: a re-run of Low-z_High-z_Sizes/maximumPosterior with the calculation of emission lines for comparison with the observed luminosity functions

Low-z_High-z_Sizes/maximumPosterior/vanDerWelComparison: a re-run of Low-z_High-z_Sizes/maximumPosterior with the additional information on star formation rate stored to allow galaxies to be classified as active or quiescent 

Low-z/maximumPosterior_matchSingleLikelihood: similar to Low-z/maximumPosterior, but using a single output time at z=0.29 to match what is done for the likelihood evaluations used in the MCMC
DOI: 10.5281/zenodo.16952804
title: Accelerated calibration of semi-analytic galaxy formation models - Galacticus Catalogues

description: Overview

Galacticus catalogues that were generated for the paper "Accelerated calibration of semi-analytic galaxy formation models". The associated GitHub repository contains scripts that generate the figures in the paper, some of which require this data. Note that files associated with running the MCMCs (configuration files, the resulting MCMC chains, etc.) are not included here, but are instead in the GitHub repository.

If interested in rerunning similar or related models with Galacticus, you can find both the explicit version of Galactcicus (with a git hash) and the Galacticus parameters used in the catalogue hdf5 files. The information about the Galacticus version is stored in the Version group, with attributes such as gitHash.

The parameters group contains the Galacticus model choices and parameter values used. Note that the Galacticus code has a script that can be used to extract these parameter values into a parameter file that can be read by Galacticus. So to re-run the Galacticus run that produced galacticusCatalog.hdf5 one could do:

$GALACTICUS_EXEC_PATH/scripts/parameters/parametersExtract.py galacticusCatalog.hdf5 galacticusParameterFile.xml
$GALACTICUS_EXEC_PATH/galacticus.exe galacticusParameterFile.xml

which would first create the parameter file galacticusParameterFile.xml, and then use this parameter file to run Galacticus.

Data Description

What each catalogue corresponds to is probably most easily understood by inspecting the associated GitHub repository, which shows which files are used by which plotting scripts. In brief, there are two directories Low-z and Low-z_High-z_Sizes. The first of these used Galacticus parameters that were calibrated only to the low-z stellar-to-halo-mass relation (SHMR), while the latter used Galacticus parameters calibrated to both low and high redshift SHMRs, as well as low-redshift galaxy sizes. Within each of these directories there are then maximumPosterior runs (that use the MAP parameters from the associated MCMC chains) and posteriorDraws runs, that use random draws from the MCMC chains. There are additional runs that are slight variations on these: 



Low-z_High-z_Sizes/maximumPosterior/sobralComparison: a re-run of Low-z_High-z_Sizes/maximumPosterior with the calculation of emission lines for comparison with the observed luminosity functions

Low-z_High-z_Sizes/maximumPosterior/vanDerWelComparison: a re-run of Low-z_High-z_Sizes/maximumPosterior with the additional information on star formation rate stored to allow galaxies to be classified as active or quiescent 

Low-z/maximumPosterior_matchSingleLikelihood: similar to Low-z/maximumPosterior, but using a single output time at z=0.29 to match what is done for the likelihood evaluations used in the MCMC
DOI: 10.15468/dl.4y9jxx
title: Occurrence Download

description: A dataset containing 209911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alchemilla filicaulis filicaulis, Alchemilla filicaulis filicaulis, Alchemilla filicaulis vestita, Alchemilla filicaulis vestita, Anthericum ramosum, Anthericum dorsetii, Anthericum gracile, Anthericum non-scriptum, Anthericum ramosum fallax, Endogona ramosa, Liliago ramosa, Ornithogalum ramosum, Pessularia ramosa, Phalangites ramosus, Phalangium ramosum, Arabis alpina, Arabidium alpinum, Arabis albida, Arabis alpina alpina, Arabis alpina albida, Arabis alpina declinata, Arabis alpina ruderalis, Arabis cuneifolia, Arabis cuneifolia, Arabis declinata, Arabis janitrix, Arabis lechenfeldiana, Arabis merinoi, Arabis sicula, Arabis sicula, Asperugo procumbens, Asperugo alba, Asperugo alba, Asperugo erecta, Asperugo vulgaris, Asperugo vulgaris, Barbarea vulgaris, Arabis barbarea, Barbarea abortiva, Barbarea altaica, Barbarea altaica, Barbarea arcuata, Barbarea arcuata, Barbarea arcuata, Barbarea arcuata brachycarpa, Barbarea arcuata pubescens, Barbarea arcuata pinnatisecta, Barbarea arcuata pubescens, Barbarea augustana, Barbarea barbarea)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 209911 records from 1280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047528-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/thyk5-6wx96
title: Hyphomonas EB session21 34KX

description: high-order DNA, H-NS, nucleoid, asymmetric cell division
description: <strong>Tilt Series Date:</strong> 2009-07-14</p>
<strong>Data Taken By:</strong> Jian Shi</p>
<strong>Species / Specimen:</strong> Hyphomonas neptunium</p>
<strong>Strain:</strong> ATCC 15444</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2°, constant angular increment, dosage: 130.0 eV/Å²,  defocus: -7.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> raptor</p>
<strong>Collaborators and Roles:</strong> Cultured by Jian; data collected by Jian; processed by Jian</p>
<strong>Purification / Growth Conditions / Treatment:</strong> exponential phase in PYE media, EB 0.02mg/ml overnight 4degree...</p>
<strong>Sample Preparation:</strong> QF grid, 10nm gold, 100% humidity...</p>
  jsa2009-07-14-28_slicer8759.jpg: Nucleoid  .  Hyphomonas neptunium
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2009-07-14-28/rawdata/</p>09jul14a_b200c_028.mrc,  Tilt Series (Pixel Size 0.632 nm), 553.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2009-07-14-28/rawdata/09jul14a_b200c_028.mrc"
        > <i class="download icon"></i> Download </a></p>

        09jul14a_b200c_028_part.rec,  Reconstruction (Pixel Size 1.264 nm), 367.0 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2009-07-14-28/3dimage_8234/09jul14a_b200c_028_part.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.3r6duf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhodeus meridionalis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047568-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtg3u7
title: Occurrence Download

description: A dataset containing 16165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Geometry POLYGON((-80.4399 43.45367,-80.37948 43.45367,-80.37948 43.4859,-80.4399 43.4859,-80.4399 43.45367))"
 ]
}

 The dataset includes 16165 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047569-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/1qnyy-tgs27
title: sporulating Bsubtilis MJ007

description: sporulating Bsubtilis MJ007, skinny Bacillus
description: <strong>Tilt Series Date:</strong> 2011-03-29</p>
<strong>Data Taken By:</strong> Elitza Tocheva</p>
<strong>Species / Specimen:</strong> Bacillus subtilis </p>
<strong>Strain:</strong> MJ007, ponA null</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: -10.0 μm,  magnification: 22500x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> uploadraptor</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> strain from Kit Pogliano at UCSD</p>
<strong>Purification / Growth Conditions / Treatment:</strong> sporulation media</p>
<strong>Sample Preparation:</strong> quantifoil grid R2/2, 20nm gold, 100% humidity</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-03-29-8/3dimage_25410/</p>11mar29a_gr4_009_full.rec,  Reconstruction (Pixel Size 1.9 nm), 943.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-03-29-8/3dimage_25410/11mar29a_gr4_009_full.rec"
        > <i class="download icon"></i> Download </a></p>

        11mar29a_gr4_009.mrc,  Tilt Series (Pixel Size 0.95 nm), 738.2 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-03-29-8/rawdata/11mar29a_gr4_009.mrc"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/3q68a-sx830
title: HUVECs CHMP4A+VPS4DN

description: HUVECs cells transfected with CHMP4A+VPS4DN constructs using Nucleofector Kit. Sample# C58-2
description: <strong>Tilt Series Date:</strong> 2011-03-31</p>
<strong>Data Taken By:</strong> Cora Woodward</p>
<strong>Species / Specimen:</strong> HUVECs</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: -7.0 μm,  magnification: 22500x. </p>
<strong>Acquisition Software:</strong> UCSF tomo</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> imod</p>
<strong>Collaborators and Roles:</strong> CHMP4A and VPS4DN construct provided by Wes Sundquist. Cells transfected, frozen and imaged at Caltech by Cora Woodward</p>
<strong>Purification / Growth Conditions / Treatment:</strong> whole cells grown on grids and transfected</p>
<strong>Sample Preparation:</strong> manual blotting</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2011-03-31-19/3dimage_68437/</p>11mar31a_C_58-2_023_full.rec,  Reconstruction (Pixel Size 2.0 nm), 5.1 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2011-03-31-19/3dimage_68437/11mar31a_C_58-2_023_full.rec"
        > <i class="download icon"></i> Download </a></p>

        11mar31a_C_58-2_023.st,  Tilt Series (Pixel Size 0.5 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2011-03-31-19/rawdata/11mar31a_C_58-2_023.st"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/gtt01-7ck90
title: MamJ deletion (and might contain

description: Raw data files of MamJ deletion (and might contain
description: <strong>Tilt Series Date:</strong> 2010-02-18</p>
<strong>Data Taken By:</strong> Zhuo Li</p>
<strong>Species / Specimen:</strong> Magnetospirillum magneticum</p>
<strong>Strain:</strong> AMB-1</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-63.0°, 63.0°), step: 1.5°, constant angular increment, dosage: 110.0 eV/Å²,  defocus: -15.0 μm,  magnification: 18000x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> RAPTOR and Peach</p>
<strong>Collaborators and Roles:</strong> Cell culture were from Arash Komeili. Upon receiving, cells were frozen in 2 hours. Meanwhile they were kept in 30C. Data collected and processed by ZL.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Stationary phase. </p>
<strong>Sample Preparation:</strong> R2/2, 10nm gold, 100% humidity</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2010-02-18-27/rawdata/</p>10feb18a_dJnofe2b_027.mrc,  Tilt Series (Pixel Size 1.192 nm), 1.1 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2010-02-18-27/rawdata/10feb18a_dJnofe2b_027.mrc"
        > <i class="download icon"></i> Download </a></p>

        10feb18a_dJnofe2b_027_full.rec,  Reconstruction (Pixel Size 2.384 nm), 524.3 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/5herk-4f177
title: Eco 020509 27b

description: Escherichia coli, 09feb08c_12_2_1_020509_27_048, btub filaments,
description: <strong>Tilt Series Date:</strong> 2009-02-08</p>
<strong>Data Taken By:</strong> Martin Pilhofer</p>
<strong>Species / Specimen:</strong> Escherichia coli</p>
<strong>Strain:</strong> 12.2.1 Martin</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 180.0 eV/Å²,  defocus: -10.0 μm,  magnification: 22500x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> raptor</p>
<strong>Collaborators and Roles:</strong> cultured by Martin Pilhofer; data collected by Martin Pilhofer; processed by Martin Pilhofer</p>
<strong>Sample Preparation:</strong> quantifoil grid, 10nm gold, 100% humidity, blotting 1/-2/2/0/1/4/200</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2009-02-08-8/rawdata/</p>09feb08c_12_2_1_020509_27_048.mrc,  Tilt Series (Pixel Size 0.95 nm), 1.0 GB  
        
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        > <i class="download icon"></i> Download </a></p>

        09feb08c_12_2_1_020509_27_048_full.rec,  Reconstruction (Pixel Size 1.9 nm), 838.9 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.7zdd57
title: Occurrence Download

description: A dataset containing 145023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-75.65480 6.17476,-75.47239 6.17476,-75.47239 6.24769,-75.65480 6.24769,-75.65480 6.17476))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 145023 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047538-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/htvsn-3mg66
title: Hyphomonas EB session15 27.5KX

description: high-order DNA, H-NS, nucleoid, asymmetric cell division
description: <strong>Tilt Series Date:</strong> 2009-06-05</p>
<strong>Data Taken By:</strong> Jian Shi</p>
<strong>Species / Specimen:</strong> Hyphomonas neptunium</p>
<strong>Strain:</strong> ATCC 15444</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-64.0°, 64.0°), step: 2°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: -10.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> raptor</p>
<strong>Collaborators and Roles:</strong> Cultured by Jian; data collected by Jian; processed by Jian</p>
<strong>Purification / Growth Conditions / Treatment:</strong> exponential phase in PYE media, EM 0.1mg/ml...</p>
<strong>Sample Preparation:</strong> QF grid, 10nm gold, 100% humidity...</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2009-06-05-57/rawdata/</p>09jun05a_bx467d_011.mrc,  Tilt Series (Pixel Size 0.774 nm), 553.7 MB  
        
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        > <i class="download icon"></i> Download </a></p>

        09jun05a_bx467d_011_part.rec,  Reconstruction (Pixel Size 1.548 nm), 377.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2009-06-05-57/3dimage_7820/09jun05a_bx467d_011_part.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/xgzha-fbt13
title: E.coli "strain8" Tsr-A413G

description: CheA-on state
description: <strong>Tilt Series Date:</strong> 2011-11-28</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Escherichia coli</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-63.0°, 63.0°), step: 1°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: -10.0 μm,  magnification: 34000x. </p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> strain from Sandy Parkinson</p>
<strong>Purification / Growth Conditions / Treatment:</strong> grown in TB medium</p>
<strong>Sample Preparation:</strong> Lysed with Penicillin for one hour</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2011-11-28-41/rawdata/</p>strain8nov2011day2_0008.mrc,  Tilt Series (Pixel Size 0.644 nm), 1.1 GB  
        
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        > <i class="download icon"></i> Download </a></p>

        strain8nov2011day2_0008_full.rec,  Reconstruction (Pixel Size 1.288 nm), 516.1 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2011-11-28-41/3dimage_15883/strain8nov2011day2_0008_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/pn6hf-96j10
title: B. subtilis 3267

description: Raw data files of B. subtilis 3267
description: <strong>Tilt Series Date:</strong> 2011-12-17</p>
<strong>Data Taken By:</strong> Elitza Tocheva</p>
<strong>Species / Specimen:</strong> Bacillus subtilis </p>
<strong>Strain:</strong> AD3267, ponA null, Alp7A-GFP</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: -10.0 μm,  magnification: 22500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Joe Pogliano</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Grow in LB</p>
<strong>Sample Preparation:</strong> Polara</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-12-17-19/rawdata/</p>3267a0004.mrc,  Tilt Series (Pixel Size 1.9 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-12-17-19/rawdata/3267a0004.mrc"
        > <i class="download icon"></i> Download </a></p>

        3267a0004_part.rec,  Reconstruction (Pixel Size 3.8 nm), 929.0 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-12-17-19/3dimage_16248/3267a0004_part.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.5281/zenodo.16953271
title: Childhood Fluoride Exposure and Cognition Across the Life Course
DOI: 10.5281/zenodo.16953270
title: Childhood Fluoride Exposure and Cognition Across the Life Course