cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22002/7qmc7-beb25
title: Shewanella oneidensis MR-1

description: Raw data files of Shewanella oneidensis MR-1
description: <strong>Tilt Series Date:</strong> 2018-05-22</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Shewanella oneidensis</p>
<strong>Strain:</strong> MR-1</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: -8.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</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> Cells were prepared in chemostat (2 days) by Sahand from Moh's group in USC.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> These are fixed cells prepared in chemostat (2 days). Poorna has prepared these grids but they were not good (only few cells present per grid). I imaged them on the Polara to check if they have "iron cores" so that I send them to Sharon in Weizmann Institute.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-05-22-19/rawdata/</p>tilt11.mrc,  Tilt Series (Pixel Size 0.57 nm), 1.3 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-05-22-19/rawdata/tilt11.mrc"
        > <i class="download icon"></i> Download </a></p>

        tilt11_full.rec,  Reconstruction (Pixel Size 2.28 nm), 444.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-05-22-19/3dimage_93591/tilt11_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.7zdj4u
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galinsoga quadriradiata",
 "Country is Kyrgyzstan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048121-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/wv7ac-1wd44
title: bio4-2_lamXX_cell2

description: BIO4-2 - 1.2s - Phase plate
description: <strong>Tilt Series Date:</strong> 2018-10-31</p>
<strong>Data Taken By:</strong> William Nicolas</p>
<strong>Species / Specimen:</strong> Gluconacetobacter hansenii</p>
<strong>Strain:</strong> ATCC 23769</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-50.0°, 60.0°), step: 1°, constant angular increment, dosage: 79.4 eV/Å²,  defocus: 2.0 μm,  magnification: 26000x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> IMOD</p>
<strong>Purification / Growth Conditions / Treatment:</strong> 6do culture was vigorously shaken until turbid medium.1mL of turbid medium was transferred in little petri dishes with 4 Quantifoil grids Au R 2/2 grids at 11:30am</p>
<strong>Sample Preparation:</strong> Freezing started at 2:20pm (3h incubation).BT6s BF0 DT1s (only backblotted happened) hum 70% 30C</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/wnj2018-10-31-2/rawdata/</p>bio4-2_lamXX_cell2.st,  Tilt Series (Pixel Size 5.41 nm), 1.6 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/wnj2018-10-31-2/rawdata/bio4-2_lamXX_cell2.st"
        > <i class="download icon"></i> Download </a></p>

        bio4-2_lamXX_cell2.rec,  Reconstruction (Pixel Size 21.64 nm), 137.2 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/wnj2018-10-31-2/3dimage_98421/bio4-2_lamXX_cell2.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.hhpjdv
title: Occurrence Download

description: A dataset containing 941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is one of (311e2740-f15a-11d8-b22f-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 6ea87510-0561-11d8-b851-b8a03c50a862, ada9d123-ddb4-467d-8891-806ea8d94230, 609765e0-4ce8-11db-b80e-b8a03c50a862, 2b8e48b0-812d-11de-86fe-b8a03c50a862, ccd1ddc0-6c21-11de-8224-b8a03c50a862, b459e790-0d3c-11d9-8431-b8a03c50a862, ff90b050-c256-11db-b71b-b8a03c50a862)",
 "TaxonKey is Glossophaga morenoi"
 ]
}

 The dataset includes 941 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048123-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/50m0m-mgd43
title: JV9298

description: DotF-sfGFP DotB E191K
description: <strong>Tilt Series Date:</strong> 2019-10-14</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> PNCC Krios 3</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</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Late exponential/Early stationary</p>
<strong>Sample Preparation:</strong> Quantifoil R2/2 copper. Vitrobot 22 deg C, 100% humidity, 4uL of 2X concentrated culture, blot force 6, blot time 3 sec, drain time 1 sec, wait time 0 sec.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2019-10-14-136/rawdata/</p>JV9298_86_A4.mrc,  Tilt Series (Pixel Size 0.1323 nm), 14.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2019-10-14-136/rawdata/JV9298_86_A4.mrc"
        > <i class="download icon"></i> Download </a></p>

        JV9298_86_A4_full.rec,  Reconstruction (Pixel Size 1.0584 nm), 737.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2019-10-14-136/3dimage_109730/JV9298_86_A4_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/fnkqe-81c64
title: RalF-Ub V76

description: Lp02 pCyaA::RalF-Ub V76 free from U937
description: <strong>Tilt Series Date:</strong> 2020-07-31</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: 110.0 eV/Å²,  defocus: -6.0 μm,  magnification: 33000x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</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> Stephen Carter</p>
<strong>Purification / Growth Conditions / Treatment:</strong> 1h infection, 1-2 washes, fibronectin/vitronectin/no matrix. Legionella: 2.5 O.D, 3h after 200mM  IPTG induction, at O.D. 3</p>
<strong>Sample Preparation:</strong> 200mesh Gold quantifoil,  10nm gold, 37deg C, 80-90% humidity</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2020-07-31-39/rawdata/</p>RalFUbV76_173.mrc,  Tilt Series (Pixel Size 0.265 nm), 1.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2020-07-31-39/rawdata/RalFUbV76_173.mrc"
        > <i class="download icon"></i> Download </a></p>

        RalFUbV76_173_full.rec,  Reconstruction (Pixel Size 1.06 nm), 516.1 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ylx2020-07-31-39/3dimage_113248/RalFUbV76_173_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/bc3fx-qwt12
title: Legionella_JV9246

description: Legionella_JV9246: DotF-sfGFP fusion to the wild-type gene on the chromosome (thyA) and ΔdotO.
description: <strong>Tilt Series Date:</strong> 2019-05-28</p>
<strong>Data Taken By:</strong> Debnath Ghosal</p>
<strong>Species / Specimen:</strong> Legionella pneumophila</p>
<strong>Strain:</strong> Philadelphia-1_Lp02</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 3.0°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -4.0 μm,  magnification: 42000x. </p>
<strong>Microscope:</strong> Janelia Titan</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 sent to us by Joseph P. Vogel, Washington University School of Medicine. Data collected by Debnath Ghosal and Yuxi Liu.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Vitrobot (MK iv) settings: 100% humidity, 4µl sample, Blot force 6, blot time 3 sec. Wait time 0 sec. Drain time 1 sec. Ethane/propane mix. Grid: Quantifoil Cu 2/2 200. Add gold to cells prior to freezing: 1ul of gold to 4 ul of cells, freeze.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2019-05-28-116/rawdata/</p>JV9246_area1_tomo0116.mrc,  Tilt Series (Pixel Size 0.26 nm), 1.2 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2019-05-28-116/rawdata/JV9246_area1_tomo0116.mrc"
        > <i class="download icon"></i> Download </a></p>

        JV9246_area1_tomo0116_full.rec,  Reconstruction (Pixel Size 1.04 nm), 445.4 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/2vtas-42014
title: Legionella_delta-lspHIJK

description: Legionella pneumophila Philadelphia-1_Lp02. Lacks all the T2SS minor pseudopilins.
description: <strong>Tilt Series Date:</strong> 2019-05-16</p>
<strong>Data Taken By:</strong> Debnath Ghosal</p>
<strong>Species / Specimen:</strong> Legionella pneumophila</p>
<strong>Strain:</strong> Philadelphia-1_Lp02</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-45.0°, 45.0°), step: 3.0°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -7.0 μm,  magnification: 42000x. </p>
<strong>Microscope:</strong> Janelia Titan</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 sent by Nicholas Cianciotto, Northwestern University. Data collected and processed by Debnath Ghosal.</p>
<strong>Sample Preparation:</strong> 6 grids were frozen for this strain (2x concentrated culture); Vitrobot (MK iv) settings: 100% humidity, 4µl sample, Blot force 6, blot time 4.5 sec. Wait time 0 sec. Drain time 1 sec. Ethane/propane mix. Grid: Quantifoil Cu 2/2 200.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2019-05-16-14/rawdata/</p>DG7_20190516_tomo0007.mrc,  Tilt Series (Pixel Size 0.26 nm), 882.8 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2019-05-16-14/rawdata/DG7_20190516_tomo0007.mrc"
        > <i class="download icon"></i> Download </a></p>

        DG7_20190516_tomo0007_full.rec,  Reconstruction (Pixel Size 1.04 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2019-05-16-14/3dimage_102634/DG7_20190516_tomo0007_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/qc1xr-sez06
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/ylx2020-04-23-27/3dimage_123740/</p>JV9298_PD-1-1_127_SIRT_1k.mrc,  Reconstruction (Pixel Size 1.04 nm), 2.1 GB  
        
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        > <i class="download icon"></i> Download </a></p>

        JV9298_PD-1-1_127.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/ylx2020-04-23-27/rawdata/JV9298_PD-1-1_127.mrc"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/7xvnr-ads57
title: Ecoli_EPEC_8609

description: EPEC cells strain 8609 (has the conjugation pilus, the bundle-forming pilus but lack the core  .  complex). The aim is to see whether these cells make similar membrane tubes as to those .  observed in EPEC 8612
description: <strong>Tilt Series Date:</strong> 2020-02-25</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Escherichia coli</p>
<strong>Strain:</strong> 8609, EPEC ΔLEE ΔflhBA ΔfliOPQR ΔminCD</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 3°, constant angular increment, dosage: 115.0 eV/Å²,  defocus: -6.0 μm,  magnification: 19500x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</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> Samples prepared with Ritesh and Amit (from Ilan Rosenshine and Sigal ben Yehuda labs at the . Hebrew university).</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Samples were prepared as EPEC 8612 (see these tomograms).</p>
<strong>Sample Preparation:</strong> Similar to what is described for EPEC 8612 tomograms.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2020-02-25-23/rawdata/</p>EPEC_8609_015_af.mrc,  Tilt Series (Pixel Size 0.449 nm), 1.9 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2020-02-25-23/rawdata/EPEC_8609_015_af.mrc"
        > <i class="download icon"></i> Download </a></p>

        EPEC_8609_015_af_full.rec,  Reconstruction (Pixel Size 1.796 nm), 737.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2020-02-25-23/3dimage_111709/EPEC_8609_015_af_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/09fck-pxd25
title: Pseudomonas aeruginoas_JT2944

description: Raw data files of Pseudomonas aeruginoas_JT2944
description: <strong>Tilt Series Date:</strong> 2018-08-16</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Pseudomonas aeruginosa</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: -8.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</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> Cells produced by Jonida Toska from Melakanos lab.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> The cells were grown overnight in LB at 37 C.</p>
<strong>Sample Preparation:</strong> Cells from overnight culture were added to thick carbon grids and blotted using the vitrobot in BI. Blot force 6, blot time 3 s, drain time 1s.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-08-16-117/rawdata/</p>Pseudomonas_JT2944Tilt519.mrc,  Tilt Series (Pixel Size 0.39 nm), 1.4 GB  
        
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        > <i class="download icon"></i> Download </a></p>

        Pseudomonas_JT2944Tilt519.rec,  Reconstruction (Pixel Size 1.56 nm), 888.1 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-08-16-117/3dimage_96288/Pseudomonas_JT2944Tilt519.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.x8z3cr
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galinsoga quadriradiata",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 96 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048125-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/5sr5q-9jp03
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/ylx2019-12-05-201/rawdata/</p>9082_box1_No4_68.mrc,  Tilt Series (Pixel Size 0.2612 nm), 1.7 GB  
        
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        > <i class="download icon"></i> Download </a></p>

        9082_box1_No4_68_full.rec,  Reconstruction (Pixel Size 1.0448 nm), 516.1 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.5281/zenodo.16955665
title: Data: Morphological and ecological predictors of migration in shorebirds (a phylogenetic perspective)

description: Migration is the synchronised movement of a large part of a population from breeding to non-breeding grounds driven by seasonal variation of resources and avoidance of harsh winter conditions. Migration is a central component of many species’ life histories, including birds, mammals, fishes, and invertebrates. However, the interplay of ecological and evolutionary drivers of migration has long intrigued biologists and remains contentious. Shorebirds represent a valuable group for testing multiple predictors of migration, as they demonstrate a range of morphological and ecological characteristics (e.g., wing shape and habitat breadth), and a large proportion of shorebird species migrate. Here we tested whether breeding site climate, wing shape, body mass, and number of habitats occupied can predict migration across 196 shorebird species using novel Bayesian regression modelling allowing explicit decomposition of trait correlations into both phylogenetic and non-phylogenetic components. Increasing climate seasonality and pointier wing shapes favouring dispersal appeared strongly associated with migration, matching our predictions and potentially reflecting resource availability optimisation and the energetic costs of migration. Higher number of habitats occupied also appeared associated with migration, perhaps reflecting selection to decrease the specific habitat requirements of migration transits. The lack of a significant relationship for body mass may reflect conflicting selection pressures, as migration efficiency (energetics) increases with body size but migration duration (and time that can be spent at breeding sites) decreases.