cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22002/n784j-rar06
title: Pva 121509 MP43

description: Prosthecobacter vanneervenii, 10feb07a_MP43_Pva_stat54h_020, helical structure,
description: <strong>Tilt Series Date:</strong> 2010-02-07</p>
<strong>Data Taken By:</strong> Martin Pilhofer</p>
<strong>Species / Specimen:</strong> Prosthecobacter vanneervenii</p>
<strong>Strain:</strong> None</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>
  mpa2010-02-07-37_slicer9669.jpg: Filament and comb .  Prosthecobacter vanneervenii
description: Files available via S3 at ps://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2010-02-07-37/rawdata/</p>10feb07a_MP43_Pva_stat54h_020.mrc,  Tilt Series (Pixel Size 0.95 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2010-02-07-37/rawdata/10feb07a_MP43_Pva_stat54h_020.mrc"
        > <i class="download icon"></i> Download </a></p>

        10feb07a_MP43_Pva_stat54h_020_full.rec,  Reconstruction (Pixel Size 1.9 nm), 838.9 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2010-02-07-37/3dimage_14583/10feb07a_MP43_Pva_stat54h_020_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/zrmjw-e0016
title: A22-treated wild type

description: Raw data files of A22-treated wild type
description: <strong>Tilt Series Date:</strong> 2009-07-26</p>
<strong>Data Taken By:</strong> Zhuo Li</p>
<strong>Species / Specimen:</strong> Caulobacter crescentus</p>
<strong>Strain:</strong> NA1000</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 190.0 eV/Å²,  defocus: -12.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> RAPTOR Peach</p>
<strong>Collaborators and Roles:</strong> Cell culture and treatment by Zhuo Li. Data collected by Zhuo Li. Processed by Zhuo Li. </p>
<strong>Purification / Growth Conditions / Treatment:</strong> Exponentially growing NA1000 cells were treated with 10 ug/ml A22 for 2 hours before freezing. </p>
<strong>Sample Preparation:</strong> 10 nm gold. </p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2009-07-26-13/rawdata/</p>09jul26c_A22wt_013.mrc,  Tilt Series (Pixel Size 1.2 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2009-07-26-13/rawdata/09jul26c_A22wt_013.mrc"
        > <i class="download icon"></i> Download </a></p>

        09jul26c_A22wt_013_full.rec,  Reconstruction (Pixel Size 2.4 nm), 367.0 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2009-07-26-13/3dimage_4767/09jul26c_A22wt_013_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/r9b6a-xy970
title: Hyphomonas session8 34KX

description: high-order DNA, H-NS, nucleoid, asymmetric cell division
description: <strong>Tilt Series Date:</strong> 2009-03-06</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: 140.0 eV/Å²,  defocus: -8.0 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...</p>
<strong>Sample Preparation:</strong> C-flat grid, 5nm gold, 100% humidity...</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2009-03-06-43/rawdata/</p>09mar06a_20d_043.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/jsa2009-03-06-43/rawdata/09mar06a_20d_043.mrc"
        > <i class="download icon"></i> Download </a></p>

        09mar06a_20d_043_full.rec,  Reconstruction (Pixel Size 1.264 nm), 377.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2009-03-06-43/3dimage_7449/09mar06a_20d_043_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/kejpc-6ac59
title: Bacillus subtilis JFG351

description: Raw data files of Bacillus subtilis JFG351
description: <strong>Tilt Series Date:</strong> 2009-07-28</p>
<strong>Data Taken By:</strong> Elitza Tocheva</p>
<strong>Species / Specimen:</strong> Bacillus subtilis</p>
<strong>Strain:</strong> </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: 12.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> IMOD</p>
<strong>Collaborators and Roles:</strong> Jennifer (Pogliano lab)</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Induced sporulation t=2.5</p>
<strong>Sample Preparation:</strong> quantifoil grid, 20nm gold, 100% humidity</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2009-07-28-7/rawdata/</p>09jul28a_pos3_008.mrc,  Tilt Series (Pixel Size 0.961 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2009-07-28-7/rawdata/09jul28a_pos3_008.mrc"
        > <i class="download icon"></i> Download </a></p>

        cell8_full.rec,  Reconstruction (Pixel Size 1.922 nm), 876.6 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2009-07-28-7/3dimage_6224/cell8_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.e7veh8
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeagnus angustifolia",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 107 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045465-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/8xhk7-zax96
title: Pdj 030509 397

description: Prosthecobacter dejongeii, 09mar19a_Pdjgrid_030509_397_w4_002,
description: <strong>Tilt Series Date:</strong> 2009-03-19</p>
<strong>Data Taken By:</strong> Martin Pilhofer</p>
<strong>Species / Specimen:</strong> Prosthecobacter dejongeii</p>
<strong>Strain:</strong> None</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> imod</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/mpa2009-03-19-2/rawdata/</p>09mar19a_Pdjgrid_030509_397_w4_002_orig.mrc,  Tilt Series (Pixel Size 0.95 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2009-03-19-2/rawdata/09mar19a_Pdjgrid_030509_397_w4_002_orig.mrc"
        > <i class="download icon"></i> Download </a></p>

        09mar19a_Pdjgrid_030509_397_w4_002.rec,  Reconstruction (Pixel Size 1.9 nm), 318.9 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2009-03-19-2/3dimage_13684/09mar19a_Pdjgrid_030509_397_w4_002.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/kna47-8qz71
title: Acetonema longum

description: A. longum grown on 1,2 Propanediol Day2
description: <strong>Tilt Series Date:</strong> 2011-05-30</p>
<strong>Data Taken By:</strong> Elitza Tocheva</p>
<strong>Species / Specimen:</strong> Acetonema longum</p>
<strong>Strain:</strong> None</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> Eric Matson grew the cells</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Grown on 1,2 Propanediol</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/etl2011-05-30-2/3dimage_25248/</p>target2_part.rec,  Reconstruction (Pixel Size 1.9 nm), 516.1 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-05-30-2/3dimage_25248/target2_part.rec"
        > <i class="download icon"></i> Download </a></p>

        target2.mrc,  Tilt Series (Pixel Size 0.95 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-05-30-2/rawdata/target2.mrc"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/sxveb-w6j83
title: Bsubtilis349

description: Bsubtilis JFG349 (MJ007, SpoIIIE78-11-GFP)
description: <strong>Tilt Series Date:</strong> 2011-08-08</p>
<strong>Data Taken By:</strong> Elitza Tocheva</p>
<strong>Species / Specimen:</strong> Bacillus subtilis </p>
<strong>Strain:</strong> JFG349, ponA null, SpoIIIE73-11-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>Acquisition Software:</strong> UCSF tomo</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/etl2011-08-08-21/3dimage_24866/</p>3490021_part.rec,  Reconstruction (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/etl2011-08-08-21/3dimage_24866/3490021_part.rec"
        > <i class="download icon"></i> Download </a></p>

        3490021.mrc,  Tilt Series (Pixel Size 0.95 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-08-08-21/rawdata/3490021.mrc"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/qxfxa-vg041
title: A22-treated wild type

description: Raw data files of A22-treated wild type
description: <strong>Tilt Series Date:</strong> 2009-07-21</p>
<strong>Data Taken By:</strong> Zhuo Li</p>
<strong>Species / Specimen:</strong> Caulobacter crescentus</p>
<strong>Strain:</strong> NA1000</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 190.0 eV/Å²,  defocus: -12.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> RAPTOR Peach</p>
<strong>Collaborators and Roles:</strong> Cell culture and treatment by Zhuo Li. Data collected by Zhuo Li. Processed by Zhuo Li. </p>
<strong>Purification / Growth Conditions / Treatment:</strong> Exponentially growing NA1000 cells were treated with 10 ug/ml A22 for 2 hours before freezing. </p>
<strong>Sample Preparation:</strong> 10 nm gold. </p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2009-07-21-17/rawdata/</p>09jul21a_A22wt_040.mrc,  Tilt Series (Pixel Size 1.2 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2009-07-21-17/rawdata/09jul21a_A22wt_040.mrc"
        > <i class="download icon"></i> Download </a></p>

        09jul21a_A22wt_040_full.rec,  Reconstruction (Pixel Size 2.4 nm), 367.0 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2009-07-21-17/3dimage_5894/09jul21a_A22wt_040_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/2g5yf-kcs07
title: Rhodobacter 1558 cryosections

description: Cryosections by MArk Ladinsky
description: <strong>Tilt Series Date:</strong> 2010-09-27</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Rhodobacter sphaeroides</p>
<strong>Strain:</strong> ATCC 17023</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-61.0°, 64.0°), step: °, constant angular increment, dosage: 120.0 eV/Å²,  defocus: -8.0 μm,  magnification: 34000x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> IMOD</p>
<strong>Collaborators and Roles:</strong> Judy Armitage</p>
<strong>Purification / Growth Conditions / Treatment:</strong> grown in SUX media</p>
<strong>Sample Preparation:</strong> prepared for cryosectioning (gold prep see JWIKI)</p>
description: Files available via S3 at ://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2010-09-27-8/rawdata/</p>10sep27a_Rhsections_011.st,  Tilt Series (Pixel Size 0.0 nm), 528.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2010-09-27-8/rawdata/10sep27a_Rhsections_011.st"
        > <i class="download icon"></i> Download </a></p>

        10sep27a_Rhsections_011.rec,  Reconstruction (Pixel Size 0.0 nm), 1.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2010-09-27-8/3dimage_14859/10sep27a_Rhsections_011.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/33yfn-y7359
title: MT310_xyl(+)_AuCl50

description: Raw data files of MT310_xyl(+)_AuCl50
description: <strong>Tilt Series Date:</strong> 2009-06-21</p>
<strong>Data Taken By:</strong> Zhuo Li</p>
<strong>Species / Specimen:</strong> Caulobacter crescentus</p>
<strong>Strain:</strong> NA1000</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: -12.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> RAPTOR, Peach</p>
<strong>Collaborators and Roles:</strong> The MT310 strain was constructed by Martin Thanbichler; cell cultured and treated by Zhuo Li; data collected and processed by Zhuo Li.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> MT310 cells were induced with xylose and treated by 50 uM AuCl for 20 hours. </p>
<strong>Sample Preparation:</strong> 10 nm gold. </p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2009-06-21-53/rawdata/</p>09jun21a_Au50615_061.mrc,  Tilt Series (Pixel Size 0.95 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2009-06-21-53/rawdata/09jun21a_Au50615_061.mrc"
        > <i class="download icon"></i> Download </a></p>

        09jun21a_Au50615_061_part.rec,  Reconstruction (Pixel Size 1.9 nm), 471.9 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zla2009-06-21-53/3dimage_4964/09jun21a_Au50615_061_part.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/k1751-5qq67
title: Hyphomonas session9 34KX

description: high-order DNA, H-NS, nucleoid, asymmetric cell division
description: <strong>Tilt Series Date:</strong> 2009-03-07</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: 140.0 eV/Å²,  defocus: -8.0 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...</p>
<strong>Sample Preparation:</strong> C-flat grid, 10nm gold, 100% humidity...</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2009-03-07-39/rawdata/</p>09mar07a_36c_040.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/jsa2009-03-07-39/rawdata/09mar07a_36c_040.mrc"
        > <i class="download icon"></i> Download </a></p>

        09mar07a_36c_040_full.rec,  Reconstruction (Pixel Size 1.264 nm), 419.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2009-03-07-39/3dimage_6945/09mar07a_36c_040_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/631g4-9w249
title: Pva 020710 MP47

description: Prosthecobacter vanneervenii, 10feb07a_MP47_Pva_exp_067,
description: <strong>Tilt Series Date:</strong> 2010-02-07</p>
<strong>Data Taken By:</strong> Martin Pilhofer</p>
<strong>Species / Specimen:</strong> Prosthecobacter vanneervenii</p>
<strong>Strain:</strong> None</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/mpa2010-02-07-60/rawdata/</p>10feb07a_MP47_Pva_exp_067.mrc,  Tilt Series (Pixel Size 0.95 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2010-02-07-60/rawdata/10feb07a_MP47_Pva_exp_067.mrc"
        > <i class="download icon"></i> Download </a></p>

        10feb07a_MP47_Pva_exp_067_full.rec,  Reconstruction (Pixel Size 1.9 nm), 838.9 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/r4gcb-y4962
title: Hyphomonas session8 34KX

description: high-order DNA, H-NS, nucleoid, asymmetric cell division
description: <strong>Tilt Series Date:</strong> 2009-03-06</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: 140.0 eV/Å²,  defocus: -8.0 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...</p>
<strong>Sample Preparation:</strong> C-flat grid, 5nm gold, 100% humidity...</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2009-03-06-14/rawdata/</p>09mar06a_20d_014.mrc,  Tilt Series (Pixel Size 0.632 nm), 553.7 MB  
        
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        09mar06a_20d_014_full.rec,  Reconstruction (Pixel Size 1.264 nm), 377.5 MB  
        
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DOI: 10.5281/zenodo.16942462
title: GOOSE 3D Semantic Segmentation Challenge Label Data
title: GOOSE-Ex 3D Semantic Segmentation Challenge Label Data

description: This dataset consists of semantically segmented LiDAR point clouds of the GOOSE and GOOSE-Ex dataset.

The original point clouds annotations segmented all points into 64 semantic classes, but for the GOOSE 3D Semantic Segmentation Challenge on CodaBench we consolidated the point cloud data into 8 superclasses (+ other class):

category_name,label_key,hex
other,0,#A9A9A9
artificial_structures,1,#DE88DE
artificial_ground,2,#EBFF3B
natural_ground,3,#A1887F
obstacle,4,#FFC107
vehicle,5,#F44336
vegetation,6,#4CAF50
human,7,#8FB0FF
sky,8,#2196F3

The dataset contains 13006 annotated point clouds in total, stored in the .label format as is done in the SemanticKITTI dataset.

import numpy as np
# reading a .label file label = np.fromfile(filename, dtype=np.uint32) label = label.reshape((-1))# extract the semantic and instance label IDs sem_label = label & 0xFFFF # semantic label in lower half inst_label = label >> 16 # instance id in upper half

This dataset only contains the annotations, to download the LiDAR point cloud data, please visit the download dataset page in the GOOSE dataset documentation.