cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22002/k7bet-nn779
title: C65_HuvecspNL24h_11122012

description: Whole cells were grown on Au finder grids and infected with pNLGFP. Sample frozen 24h post infection
description: <strong>Tilt Series Date:</strong> 2011-11-12</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: 1.0°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: None μm,  magnification: 22500x. </p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> UCSFTomo</p>
<strong>Collaborators and Roles:</strong> pNLGFP proviral construct provided by Irvin Chen UCLA</p>
<strong>Sample Preparation:</strong> manual blotting</p>
description: Files available via S3 at ttps://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2011-11-12-3/rawdata/</p>12nov10_C65_HuvecspNL24h_AT1BT2_0003.mrc,  Tilt Series (Pixel Size 0.45 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2011-11-12-3/rawdata/12nov10_C65_HuvecspNL24h_AT1BT2_0003.mrc"
        > <i class="download icon"></i> Download </a></p>

        12nov10_C65_HuvecspNL24h_AT1BT2_0003_full.rec,  Reconstruction (Pixel Size 1.8 nm), 530.0 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2011-11-12-3/3dimage_23318/12nov10_C65_HuvecspNL24h_AT1BT2_0003_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.17632/c84b2csr3y
title: Effects of varying NPSB fertilizer rates and intra-row spacing on growth and yield carrot (Daucus carota L.)

description: Carrot growth and yield could be impacted by optimum fertilizer application and plant spacing.The results of the present study indicated that the main effects of blended NPSB fertilizer and intra row spacing highly significantly influenced most of the growth and yield parameters. Furthermore, the interaction effects of both factors on harvest index, branched root, cracked root, marketable yield, unmarketable yield, total root yield, and total soluble solids were significant. Finally the result showed carrot production can be improved by application of both treatments and it is profitable.
DOI: 10.17632/c84b2csr3y.1
title: Effects of varying NPSB fertilizer rates and intra-row spacing on growth and yield carrot (Daucus carota L.)

description: Carrot growth and yield could be impacted by optimum fertilizer application and plant spacing.The results of the present study indicated that the main effects of blended NPSB fertilizer and intra row spacing highly significantly influenced most of the growth and yield parameters. Furthermore, the interaction effects of both factors on harvest index, branched root, cracked root, marketable yield, unmarketable yield, total root yield, and total soluble solids were significant. Finally the result showed carrot production can be improved by application of both treatments and it is profitable.
DOI: 10.22002/wx58g-a8r30
title: Vibrio AKI

description: Vibrio cholerae, AKI medium
description: <strong>Tilt Series Date:</strong> 2014-01-08</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Vibrio cholerae</p>
<strong>Strain:</strong> TRH7000</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: -10.0 μm,  magnification: 34000x. </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>Purification / Growth Conditions / Treatment:</strong> MKW1383 grown overnight in AKI medium at 37°C</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2014-01-08-2/rawdata/</p>VibrioAKIWT37degree0002.mrc,  Tilt Series (Pixel Size 0.32 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2014-01-08-2/rawdata/VibrioAKIWT37degree0002.mrc"
        > <i class="download icon"></i> Download </a></p>

        VibrioAKIWT37degree0002_full.rec,  Reconstruction (Pixel Size 1.28 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2014-01-08-2/3dimage_37562/VibrioAKIWT37degree0002_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/dakd4-gtr02
title: HIV 293T

description: NLBi, WT, 293T, fixed
description: <strong>Tilt Series Date:</strong> 2014-05-15</p>
<strong>Data Taken By:</strong> Luiza Mendonca</p>
<strong>Species / Specimen:</strong> HIV and deltaNef</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.0°, constant angular increment, dosage: 80.0 eV/Å²,  defocus: -10.0 μm,  magnification: 18000x. </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>Purification / Growth Conditions / Treatment:</strong> fixed w/ 1% formaldehyde</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/lmm2014-05-15-15/rawdata/</p>L024_1_NLBi_293T0013.mrc,  Tilt Series (Pixel Size 0.6 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/lmm2014-05-15-15/rawdata/L024_1_NLBi_293T0013.mrc"
        > <i class="download icon"></i> Download </a></p>

        L024_1_NLBi_293T0013_full.rec,  Reconstruction (Pixel Size 2.4 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/lmm2014-05-15-15/3dimage_42681/L024_1_NLBi_293T0013_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/vnhe3-69n30
title: E.coli   "strain 2564" QQQQ

description: E.coli   "strain 2564" methylation site mutant QQQQCheA active state
description: <strong>Tilt Series Date:</strong> 2012-04-03</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Escherichia coli</p>
<strong>Strain:</strong> RP 437</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> John S. Parkinson</p>
<strong>Purification / Growth Conditions / Treatment:</strong> grown in TB at 30 degrees, lysed with Penicillin for one hour</p>
description: Files available via S3 at ttps://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2012-04-03-17/rawdata/</p>UU2564march0018.mrc,  Tilt Series (Pixel Size 0.644 nm), 1.1 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2012-04-03-17/rawdata/UU2564march0018.mrc"
        > <i class="download icon"></i> Download </a></p>

        UU2564march0018_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/aba2012-04-03-17/3dimage_18157/UU2564march0018_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.17632/wcgn2hcr45
title: Hybrid modelling of Bioprocess Dynamics

description: This repository contains MATLAB scripts for modeling, predicting, and analyzing microbial growth and polymer production. In the dynamic modeling step (Folder: Dynamic_modelling), experimental datasets are loaded, optimized kinetic parameters are estimated, and predictions are generated, with model performance evaluated via cross-validation, bootstrap, and error metrics. The hybrid modeling step (Folder: Hybrid_modelling) integrates neural networks with optimized parameters to simulate system behavior, assess parameter sensitivity, and generate feature explanations using LIME, Shapley, and partial dependence plots. The cross-validation of hybrid models (Subfolder: Cross_validation_hybrid_modelling) involves encoding and decoding network parameters, simulating biomass and polymer growth, calculating prediction errors, and evaluating model performance. Finally, the statistics calculation (Folder: Statistics_calculation) step consolidates results from both dynamic and hybrid models, computing MAE, RMSE, MAPE, and R² to quantify model accuracy and reliability for validation datasets.
DOI: 10.17632/wcgn2hcr45.1
title: Hybrid modelling of Bioprocess Dynamics

description: This repository contains MATLAB scripts for modeling, predicting, and analyzing microbial growth and polymer production. In the dynamic modeling step (Folder: Dynamic_modelling), experimental datasets are loaded, optimized kinetic parameters are estimated, and predictions are generated, with model performance evaluated via cross-validation, bootstrap, and error metrics. The hybrid modeling step (Folder: Hybrid_modelling) integrates neural networks with optimized parameters to simulate system behavior, assess parameter sensitivity, and generate feature explanations using LIME, Shapley, and partial dependence plots. The cross-validation of hybrid models (Subfolder: Cross_validation_hybrid_modelling) involves encoding and decoding network parameters, simulating biomass and polymer growth, calculating prediction errors, and evaluating model performance. Finally, the statistics calculation (Folder: Statistics_calculation) step consolidates results from both dynamic and hybrid models, computing MAE, RMSE, MAPE, and R² to quantify model accuracy and reliability for validation datasets.
DOI: 10.22002/e3n4t-1sq60
title: Methanoregula formicica

description: Methanoregula formicica
description: <strong>Tilt Series Date:</strong> 2014-06-19</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Methanoregula formicica</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: -10.0 μm,  magnification: 34000x. </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>
  aba2014-06-19-6_slicer4025.jpg: cytoplasmic array in M. formicia aba2014-06-19-6_slicer4026.jpg: tube/filament in M. formicia
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2014-06-19-6/rawdata/</p>formicia2day3cell0001.mrc,  Tilt Series (Pixel Size 0.32 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2014-06-19-6/rawdata/formicia2day3cell0001.mrc"
        > <i class="download icon"></i> Download </a></p>

        formicia2day3cell0001_full.rec,  Reconstruction (Pixel Size 1.28 nm), 712.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2014-06-19-6/3dimage_43727/formicia2day3cell0001_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/8b18t-rn552
title: sporulating Alongum purified sacculi

description: Alongum purified sacculi
description: <strong>Tilt Series Date:</strong> 2011-01-03</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>Purification / Growth Conditions / Treatment:</strong> sporulation medium</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/etl2011-01-03-13/rawdata/</p>11jan06a_position2_002.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/etl2011-01-03-13/rawdata/11jan06a_position2_002.mrc"
        > <i class="download icon"></i> Download </a></p>

        2_full.rec,  Reconstruction (Pixel Size 1.9 nm), 199.2 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-01-03-13/3dimage_25635/2_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/zh126-k7p87
title: Vibrio cholerae

description: 11apr05a_
description: <strong>Tilt Series Date:</strong> 2011-04-05</p>
<strong>Data Taken By:</strong> Martin Pilhofer</p>
<strong>Species / Specimen:</strong> Vibrio cholerae</p>
<strong>Strain:</strong> 2740-80</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (0.0°, 0.0°), step: °, constant angular increment, dosage: 0.0 eV/Å²,  defocus: 0.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> UCSF Tomo</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> </p>
<strong>Collaborators and Roles:</strong> Mekalanos</p>
  mpa2011-04-05-16_slicer9435.jpg: Vibrio cholerae .  T6SS (17 nm) mpa2011-04-05-16_slicer9436.jpg: Vibrio cholerae .  pili .  vesicle mpa2011-04-05-16_slicer9437.jpg: Vibrio cholerae .  vesicle
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2011-04-05-16/rawdata/</p>11apr05a_VC8_028.mrc,  Tilt Series (Pixel Size 0.0 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2011-04-05-16/rawdata/11apr05a_VC8_028.mrc"
        > <i class="download icon"></i> Download </a></p>

        11apr05a_VC8_028_full.rec,  Reconstruction (Pixel Size 0.0 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mpa2011-04-05-16/3dimage_34639/11apr05a_VC8_028_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.17632/py2hf28kv9
title: Experiencias de cuidado, desde cuidadoras de pacientes con enfermedad de Parkinson

description: Dataset correspondiente a la investigación "Experiencias de cuidado, desde cuidadoras de pacientes con enfermedad de Parkinson"
DOI: 10.22002/ped2z-6kr32
title: MP P41 27.5KX

description: Mycoplasma pneumonia P200 mutant
description: <strong>Tilt Series Date:</strong> 2010-01-04</p>
<strong>Data Taken By:</strong> Jian Shi</p>
<strong>Species / Specimen:</strong> Mycoplasma pneumoniae</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: 150.0 eV/Å²,  defocus: -12.0 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> data collected by Jian; processed by Jian</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/jsa2010-01-04-1/rawdata/</p>10jan04a_B089b_001.mrc,  Tilt Series (Pixel Size 0.774 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2010-01-04-1/rawdata/10jan04a_B089b_001.mrc"
        > <i class="download icon"></i> Download </a></p>

        10jan04a_B089b_001_full.rec,  Reconstruction (Pixel Size 1.548 nm), 419.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2010-01-04-1/3dimage_16836/10jan04a_B089b_001_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.17632/py2hf28kv9.1
title: Experiencias de cuidado, desde cuidadoras de pacientes con enfermedad de Parkinson

description: Dataset correspondiente a la investigación "Experiencias de cuidado, desde cuidadoras de pacientes con enfermedad de Parkinson"
DOI: 10.22002/vdn7d-rp418
title: MP C1 27.5KX

description: Mycoplasma pneumonia C1 mutant
description: <strong>Tilt Series Date:</strong> 2010-01-01</p>
<strong>Data Taken By:</strong> Jian Shi</p>
<strong>Species / Specimen:</strong> Mycoplasma pneumoniae</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: 150.0 eV/Å²,  defocus: -12.0 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> data collected by Jian; processed by Jian</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/jsa2010-01-01-20/rawdata/</p>10jan01b_B945b_028.mrc,  Tilt Series (Pixel Size 0.774 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2010-01-01-20/rawdata/10jan01b_B945b_028.mrc"
        > <i class="download icon"></i> Download </a></p>

        10jan01b_B945b_028_full.rec,  Reconstruction (Pixel Size 1.548 nm), 419.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2010-01-01-20/3dimage_16445/10jan01b_B945b_028_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/jhrj3-5rh94
title: Acetonema longum

description: Vegetative septa of A. longum
description: <strong>Tilt Series Date:</strong> 2011-03-28</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>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/etl2011-03-28-2/3dimage_25334/</p>11mar28a_gr1_004_full.rec,  Reconstruction (Pixel Size 1.9 nm), 524.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-03-28-2/3dimage_25334/11mar28a_gr1_004_full.rec"
        > <i class="download icon"></i> Download </a></p>

        11mar28a_gr1_004.mrc,  Tilt Series (Pixel Size 0.95 nm), 855.6 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2011-03-28-2/rawdata/11mar28a_gr1_004.mrc"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/1vg2y-c6304
title: MP P41 27.5KX

description: Mycoplasma pneumonia P200 mutant, not a cell
description: <strong>Tilt Series Date:</strong> 2010-01-04</p>
<strong>Data Taken By:</strong> Jian Shi</p>
<strong>Species / Specimen:</strong> Mycoplasma pneumoniae</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: 150.0 eV/Å²,  defocus: -12.0 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> data collected by Jian; processed by Jian</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/jsa2010-01-04-19/rawdata/</p>10jan04a_B089b_024.mrc,  Tilt Series (Pixel Size 0.774 nm), 1.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2010-01-04-19/rawdata/10jan04a_B089b_024.mrc"
        > <i class="download icon"></i> Download </a></p>

        10jan04a_B089b_024_full.rec,  Reconstruction (Pixel Size 1.548 nm), 419.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jsa2010-01-04-19/3dimage_16867/10jan04a_B089b_024_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.ru3rxm
title: Occurrence Download

description: A dataset containing 11117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((19.06569890766346 50.201627582324754, 19.067066650770236 50.21039601677884, 19.065742483444673 50.21916721459338, 19.061775852186965 50.22760401334104, 19.05531796853402 50.23538193202491, 19.046616184922012 50.24220168013711, 19.036004614634688 50.24780071850353, 19.02389133696764 50.25196341861747, 19.01074267226403 50.25452941935336, 18.997065137517254 50.25539984918802, 18.983385794870514 50.25454116569256, 18.970231776720226 50.251986458637056, 18.958109808000458 50.24783416447269, 18.947486546352913 50.24224424372133, 18.93877052426126 50.235431974257274, 18.932296406075693 50.22765960810569, 18.92831217140656 50.21922622310504, 18.926969710470104 50.21045617012647, 18.928319173538068 50.20168656885365, 18.9323072630718 50.19325433865545, 18.93877950071015 50.185483265009765, 18.947486348749067 50.17867159633064, 18.958092922882734 50.17308064177232, 18.970191904425626 50.16892479915447, 18.983319149486128 50.16636338560978, 18.996971402021043 50.16549457430201, 19.01062544888374 50.16635166125337, 19.02375800874067 50.16890179975375, 19.035865623492143 50.17304724887428, 19.04648382075431 50.17862909019019, 19.055204839041256 50.18543327584848, 19.061693253368325 50.193198784509654, 19.06569890766346 50.201627582324754))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 11117 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047063-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.