cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22002/aptra-hkc11
title: JV9082

description: DotF-GFP, defocus range -3 to 6
description: <strong>Tilt Series Date:</strong> 2019-12-05</p>
<strong>Data Taken By:</strong> Yuxi Liu</p>
<strong>Species / Specimen:</strong> Legionella pneumophila</p>
<strong>Strain:</strong> Philadelphia-1_Lp02</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 3°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -5.0 μm,  magnification: 33000x. </p>
<strong>Microscope:</strong> Janelia Titan</p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Strain from Joe Vogel lab</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Late exponential phase, early stationary phase</p>
<strong>Sample Preparation:</strong> 10nm gold, Quantifoil R2/2 copper mesh 200 Finder grid, Vitrobot 22 deg C, 100% humidity, blot . time 3 sec, blot force 6, drain 1 sec, wait 0 sec.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2019-12-05-158/rawdata/</p>9082_box1_No1_81.mrc,  Tilt Series (Pixel Size 0.2612 nm), 1.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2019-12-05-158/rawdata/9082_box1_No1_81.mrc"
        > <i class="download icon"></i> Download </a></p>

        9082_box1_No1_81_part37_13.rec,  Reconstruction (Pixel Size 1.0448 nm), 516.1 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2019-12-05-158/3dimage_110383/9082_box1_No1_81_part37_13.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/4b5w0-emw21
title: JV9298

description: Legionella pneumophila JV9298 DotF-GFP DotB E191K
description: <strong>Tilt Series Date:</strong> 2020-04-23</p>
<strong>Data Taken By:</strong> Yuxi Liu</p>
<strong>Species / Specimen:</strong> Legionella pneumophila</p>
<strong>Strain:</strong> Philadelphia-1_Lp02</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 3°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -4.0 μm,  magnification: 33000x. </p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> imod, tomo3d</p>
<strong>Collaborators and Roles:</strong> Sample preparation & data collection: Yuxi Liu Data processing: Phyllis Wang & Yuxi Liu</p>
<strong>Purification / Growth Conditions / Treatment:</strong> O.D. 2.5-3.0 in AYE</p>
<strong>Sample Preparation:</strong> Quantifoil R2/2 copper grid, 10nm gold, 100% humidity, 25deg C, 4uL of 2X concentrated cells Blotting: force 6, blot 3sec, wait 1sec</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2020-04-23-103/3dimage_123888/</p>JV9298_PD-1-3_470_SIRT_1k.mrc,  Reconstruction (Pixel Size 1.04 nm), 2.1 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2020-04-23-103/3dimage_123888/JV9298_PD-1-3_470_SIRT_1k.mrc"
        > <i class="download icon"></i> Download </a></p>

        JV9298_PD-1-3_470.mrc,  Tilt Series (Pixel Size 0.26 nm), 1.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2020-04-23-103/rawdata/JV9298_PD-1-3_470.mrc"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/y160n-b5285
title: Mycobacter smegmatis pneumonia

description: type VII secretion system in Mycobacterium smegmatis Wild type Mycobacterium smegmatis strain is expected to have T7SS, while mutant to be defective.KP52sF30 Polara
description: <strong>Tilt Series Date:</strong> 2013-06-10</p>
<strong>Data Taken By:</strong> Alasdair McDowall</p>
<strong>Species / Specimen:</strong> Mycobacterium smegmatis</p>
<strong>Strain:</strong> 3871</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: -8.0 μm,  magnification: 22500x. </p>
<strong>Acquisition Software:</strong> UCSF Tomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor F30 Polara</p>
<strong>Collaborators and Roles:</strong> Koushik Paul /  Eric BrownGenentech, Inc.1 DNA WaySouth San Francisco, CA 94080(650) 225-6248Fax: (650) 225-1107</p>
<strong>Purification / Growth Conditions / Treatment:</strong> KP52 M. smegmatisΔ3871   (ΔEcccA1) sauton media @ 37C</p>
<strong>Sample Preparation:</strong> 3ul + 10nm AuR2/2 quantifoils 4.5offset 1 blot 2s 1s drain</p>
  amw2013-06-10-28_slicer6447.jpg: Unknown amw2013-06-10-28_slicer6448.jpg: Unknown amw2013-06-10-28_slicer6450.jpg: Peptidoglycan (3 or more layer) amw2013-06-10-28_slicer9785.jpg: comb Mycobacter smegmatis .  snapshot by Megan
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/amw2013-06-10-28/rawdata/</p>kp52s0005.mrc,  Tilt Series (Pixel Size 0.48 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/amw2013-06-10-28/rawdata/kp52s0005.mrc"
        > <i class="download icon"></i> Download </a></p>

        kp52s0005_part121_1.rec,  Reconstruction (Pixel Size 1.92 nm), 623.6 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/amw2013-06-10-28/3dimage_27583/kp52s0005_part121_1.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/y7m3x-7qc07
title: Sulfolobus cells synchronized for division

description: search for ESCRT in dividing cells
description: <strong>Tilt Series Date:</strong> 2011-01-15</p>
<strong>Data Taken By:</strong> Megan Dobro</p>
<strong>Species / Specimen:</strong> Sulfolobus acidocaldarius</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-65.0°, 65.0°), step: 1°, constant angular increment, dosage: 1.5 eV/Å²,  defocus: -15.0 μm,  magnification: 18000x. </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> grown and synchronized by Rachel Samson in Stephen Bell's lab, Oxford University</p>
<strong>Purification / Growth Conditions / Treatment:</strong> grown in Brock's Medium at 80C, synchronize with Baby Machine</p>
<strong>Sample Preparation:</strong> frozen at Kay Grunewald's lab. Harrick plasma cleaner. Blotted on both sides, 6 sec, sponge for humidity</p>
  mdj2011-01-15-4_slicer8672.jpg: ring .  Sulfolobus acidocaldarius mdj2011-01-15-4_slicer8673.jpg: filament .  Sulfolobus acidocaldarius
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mdj2011-01-15-4/rawdata/</p>11jan15b_Bx8g4_005.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/mdj2011-01-15-4/rawdata/11jan15b_Bx8g4_005.mrc"
        > <i class="download icon"></i> Download </a></p>

        11jan15b_Bx8g4_005_part.rec,  Reconstruction (Pixel Size 2.5 nm), 943.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mdj2011-01-15-4/3dimage_19256/11jan15b_Bx8g4_005_part.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/xg1y5-p7306
title: Myxococcus xanthus delta-tsaP

description: Grid box YWC106
description: <strong>Tilt Series Date:</strong> 2014-07-07</p>
<strong>Data Taken By:</strong> Yi-Wei Chang</p>
<strong>Species / Specimen:</strong> Myxococcus xanthus</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-65.0°, 65.0°), step: 1.0°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: -8.0 μm,  magnification: 27500x. </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> Strain form Lotte Sogaard-Andersen</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Cells grown 48 hr in shaking CTT medium at 30 degrees without antibiotics. OD600=0.7</p>
<strong>Sample Preparation:</strong> Vitrobot settings: 100% humidity, 3µl sample, 10 mg/ml BSA treated gold. Manual blot, ~3 sec blot time. Ethane/propane mix. Grid: Quantifoil Cu 2/2 Finder.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2014-07-07-52/rawdata/</p>20140707_YWC106_30003.mrc,  Tilt Series (Pixel Size 0.39 nm), 3.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2014-07-07-52/rawdata/20140707_YWC106_30003.mrc"
        > <i class="download icon"></i> Download </a></p>

        20140707_YWC106_30003_part131_64.rec,  Reconstruction (Pixel Size 1.56 nm), 712.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2014-07-07-52/3dimage_44492/20140707_YWC106_30003_part131_64.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/d49kf-tba11
title: E. coli CusCFBA-CusC-K98H

description: Overexpressed CusCFBA efflux pump in E. coli C43 (DE3).Imaged by Janelia Titan
description: <strong>Tilt Series Date:</strong> 2013-06-07</p>
<strong>Data Taken By:</strong> Yi-Wei Chang</p>
<strong>Species / Specimen:</strong> Escherichia coli</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: -8.0 μm,  magnification: 22500x. </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 Edward Yu</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Cells grown in LB medium + 100 ug/ml Amp at 37 degrees to OD600=0.6. Add final 0.2% L-arabinose, shake at 20 C for 16 hr</p>
<strong>Sample Preparation:</strong> Vitrobot settings: 100% humidity, 3µl sample, 10 mg/ml BSA treated gold. -3 offset, 4 sec blot time, no drain. Ethane/propane mix. Grid: Quantifoil Cu 200 2/2.</p>
  ycw2013-06-07-28_slicer7042.jpg: unknown filament
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2013-06-07-28/rawdata/</p>CusCFBA_CusCK98H_20025.mrc,  Tilt Series (Pixel Size 0.48 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2013-06-07-28/rawdata/CusCFBA_CusCK98H_20025.mrc"
        > <i class="download icon"></i> Download </a></p>

        CusCFBA_CusCK98H_20025_part121_17.rec,  Reconstruction (Pixel Size 1.92 nm), 712.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2013-06-07-28/3dimage_27274/CusCFBA_CusCK98H_20025_part121_17.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/bnafb-9xv69
title: Myxococcus xanthus TM530

description: Wza0 knockoutGrid box YWC029
description: <strong>Tilt Series Date:</strong> 2013-10-25</p>
<strong>Data Taken By:</strong> Yi-Wei Chang</p>
<strong>Species / Specimen:</strong> Myxococcus xanthus</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: -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> Strain from Tam Mignot</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Cells grown 48 hr in CTT medium at 30 degrees without antibiotics. OD600=0.7</p>
<strong>Sample Preparation:</strong> Vitrobot settings: 100% humidity, 3µl sample, 10 mg/ml BSA treated gold. -3 offset, 4 sec blot time, no drain. Ethane/propane mix. Grid: Quantifoil Cu 2/2 200</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2013-10-25-37/rawdata/</p>20131025_YWC029_10007.mrc,  Tilt Series (Pixel Size 0.48 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2013-10-25-37/rawdata/20131025_YWC029_10007.mrc"
        > <i class="download icon"></i> Download </a></p>

        20131025_YWC029_10007_part121_1.rec,  Reconstruction (Pixel Size 1.92 nm), 712.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2013-10-25-37/3dimage_33404/20131025_YWC029_10007_part121_1.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/fjbr2-91103
title: Hyphomonas AR46

description: ParA-like protein, HNE0708 knockout
description: <strong>Tilt Series Date:</strong> 2012-09-07</p>
<strong>Data Taken By:</strong> Yi-Wei Chang</p>
<strong>Species / Specimen:</strong> Hyphomonas neptunium</p>
<strong>Strain:</strong> ATCC 15444</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-65.0°, 65.0°), step: 1.0°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -10.0 μm,  magnification: 22500x. </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 Martin Thanbichler</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Cells grown overnight in Marine Broth (MB) medium at 30 degrees without antibiotics. OD600=0.6</p>
<strong>Sample Preparation:</strong> Vitrobot settings: 100% humidity, 3µl sample, 10 nm BSA treated gold. -3 offset, 4 sec blot time, no drain. Ethane/propane mix.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2012-09-07-21/rawdata/</p>20120907_AR46_10021.mrc,  Tilt Series (Pixel Size 1.0 nm), 925.0 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2012-09-07-21/rawdata/20120907_AR46_10021.mrc"
        > <i class="download icon"></i> Download </a></p>

        20120907_AR46_10021_part132_2.rec,  Reconstruction (Pixel Size 2.0 nm), 262.8 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2012-09-07-21/3dimage_20704/20120907_AR46_10021_part132_2.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15485/2566016
title: Changuinola peat soil characteristics and gas emission raw data October 2019

description: This dataset comprises radiocarbon and geochemical measurements from peat and porewater samples collected across various depths at a site in Bocas del Toro, Panama. The study focuses on carbon cycling dynamics in tropical peatlands by examining carbon isotopic signatures (¹⁴C and ¹³C) and elemental compositions of bulk peat, dissolved organic carbon (DOC), carbon dioxide (CO₂), and methane (CH₄). Key parameters include radiocarbon ages and isotopic ratios (δ¹³C) of bulk peat, concentrations of carbon (%C) and nitrogen (%N), and radiocarbon content of porewater gases and dissolved organic carbon (DOC). The data provide insights into the vertical and spatial distribution of carbon sources and possible preservation and decomposition processes within tropical peat profiles, offering critical information for understanding carbon storage and greenhouse gas emissions in these ecosystems.This dataset is comprised of one main data folder containing (1) file-level metadata; (2) data dictionary; (3) field metadata; (4) carbon isotopic signatures (¹⁴C and ¹³C); (5) concentrations of carbon (%C) and nitrogen (%N); (6) radiocarbon content of porewater carbon dioxide (CO₂), and methane (CH₄) ; (7) porewater DOC; (8) bulk peat sampling protocol; (9) porewater sampling protocol; (10) porewater gas collection methods; and (11) gas extraction methods. All files are in .csv format and can be opened with any software that supports this file types.
DOI: 10.22002/88j18-c6x07
title: Myxococcus xanthus delta-tsaP

description: grid box YWC065
description: <strong>Tilt Series Date:</strong> 2013-12-27</p>
<strong>Data Taken By:</strong> Yi-Wei Chang</p>
<strong>Species / Specimen:</strong> Myxococcus xanthus</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-65.0°, 65.0°), step: 1.0°, constant angular increment, dosage: 190.0 eV/Å²,  defocus: -6.0 μm,  magnification: 27500x. </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> Strain form Lotte Sogaard-Andersen</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Cells grown 48 hr in shaking CTT medium at 30 degrees without antibiotics. OD600=0.7</p>
<strong>Sample Preparation:</strong> Vitrobot settings: 100% humidity, 3µl sample, 10 mg/ml BSA treated gold. -4 offset, 4 sec blot time, 1s drain. Ethane/propane mix. Grid: Quantifoil Cu 2/2 Finder. 10 nm gold beads.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2013-12-27-15/rawdata/</p>20131227_YWC065_10015.mrc,  Tilt Series (Pixel Size 0.39 nm), 3.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2013-12-27-15/rawdata/20131227_YWC065_10015.mrc"
        > <i class="download icon"></i> Download </a></p>

        20131227_YWC065_10015_part131_49.rec,  Reconstruction (Pixel Size 1.56 nm), 712.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2013-12-27-15/3dimage_36691/20131227_YWC065_10015_part131_49.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/rfyje-ggw73
title: Hippocampal Neurons (cultured)

description: Plunge frozen at DIV 14
description: <strong>Tilt Series Date:</strong> 2014-08-21</p>
<strong>Data Taken By:</strong> Matt Swulius</p>
<strong>Species / Specimen:</strong> Rat Hippocampal Neuron (cultured)</p>
<strong>Strain:</strong> </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: 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>Collaborators and Roles:</strong> Xiawei Zhuang, Ruobo Zhou (cultured neurons and STORM imaging)</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Plunge frozen at DIV 14Grids were treated with PDL prior to plating and 3 ul concentrated gold suspended in growth media was added to grid before freezing.</p>
<strong>Sample Preparation:</strong> Grids were plunge froze in a vitrobot at 95 % humidity adn 22 C. They were manually blotted from behind.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mst2014-08-21-2/rawdata/</p>082014_neurons0005.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/mst2014-08-21-2/rawdata/082014_neurons0005.mrc"
        > <i class="download icon"></i> Download </a></p>

        082014_neurons0005_full.rec,  Reconstruction (Pixel Size 2.4 nm), 712.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mst2014-08-21-2/3dimage_45566/082014_neurons0005_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15485/2561510
title: Hot Droughts and Forest Tree Dynamics in the Amazon - Statistical Models, Scripts, Data, and Outputs

description: This package contains data, outputs, equations, and R scripts for analyses for manuscript entitled "Hot droughts in the Amazon: A window to a future hypertropical climate" by J. Chambers et al., in particular it contains statistical models and analyses for the INPA BIONTE tree mortality study. The Models folder contains details for all statistical models in PDF files. The Scripts folder contains the R scripts for Bayesian Hierarchical Models (two text files) and SEMs (one text file) are separate and reasonably annotated. All data associated with these scripts are in the data folder. The Data folder contains two of the three CSV files used for the analyses and are called by the R scripts. Two of them are part of published datasets (`BIONTE_mortality-rates.csv` from Lima et al. 2024, DOI:10.15486/ngt/1898910 and `SPEI.csv` from Pastorello et al. 2023 DOI:10.15486/ngt/1958257) and also provided in this package for convenience (please see the corresponding datasets for usage and citation terms). The third dataset (`BIONTE_gapfilled_wd.csv`) contains sensitive information and can be obtained by contacting the manuscript lead author. The Outputs folder contains the two output files that provide extra information about the analyses. The file `figuresFeb2025d.pdf` contains all the figures from the manuscript - captions are in the manuscript. The file `ChambersMS.pdf` contains primary results from Bayesian statistical models, regression analyses, and validation steps applied to the tree mortality data from the INPA experiments. The document includes visual summaries, model diagnostics, and leave-one-out (LOO) validation results. A breakdown of file contents can be found in the README file that is part of this package.