cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57745/tbmw6m
title: figureS1.R

description: R script to generate Figure S1
DOI: 10.57745/wpedeg
title: figureS6_and_tableS8.R

description: R script to generate Figure S6 and Table S8
DOI: 10.57745/xaxmst
title: figure4c.R

description: R script to generate Figure 4c
DOI: 10.57745/xfyogm
title: figureS14.R

description: R script to generate Figure S14
DOI: 10.57745/4iaxbf
title: figure3.R

description: R script to generate Figure 3
DOI: 10.57745/kxbh8c
title: TableS7.R

description: R script to generate Table S7
DOI: 10.57745/nlyogs
title: figureS8.R

description: R script to generate Figure S8
DOI: 10.57745/odglhu
title: TableS5.R

description: R script to generate Table S5
DOI: 10.57745/ololpz
title: figureS9.R

description: R script to generate Figure S9
DOI: 10.57745/pvz5fs
title: fit_viral_kinetics_two_slopes.R

description: R script to fit the viral kinetics assuming an alternative model with only two slopes
DOI: 10.57745/q56lpq
title: fit_viral_kinetics.R

description: R script to fit the viral kinetics using RStan
DOI: 10.57745/xmnhhs
title: fcs_raw_333.zip

description: Raw flow cytometry files (FCS format)
DOI: 10.57745/xrndlv
title: figureS2.R

description: R script to generate Figure S2
DOI: 10.57745/zzz5a9
title: figureS11-12.R

description: R script to generate Figure S11 and S12
DOI: 10.57745/3iqqla
title: figureS13.R

description: R script to generate Figure S13
DOI: 10.57745/7phqie
title: TableS1.R

description: R script to generate Table S1
DOI: 10.57745/diznvz
title: TableS3.R

description: R script to generate Table S3
DOI: 10.57745/h814ue
title: generate_boot_vl.R

description: R script to generate the bootstrapping in the virus load kinetics fit
DOI: 10.57745/mvvcmi
title: figureS7.R

description: R script to generate Figure S7
DOI: 10.57745/oeebzl
title: figureS3.R

description: R script to generate Figure S3
DOI: 10.57745/tcwniq
title: figureS5.R

description: R script to generate Figure S5
DOI: 10.57745/ua3d4x
title: figure7.R

description: R script to generate Figure 7
DOI: 10.57745/wieln9
title: figure4b.R

description: R script to generate Figure 4b
DOI: 10.57745/712huv
title: qPCR_data_clean.tab

description: Raw HPV qPCR data used in the kinetics model
DOI: 10.57745/74470q
title: three_slopes.stan

description: Stan code for the kinetics model with 3 slopes
DOI: 10.57745/9dh9md
title: table_cytokines_PlosBio_R2_figure2B.tab

description: Cytokines and cell population count data used for Figure 2B
DOI: 10.57745/ijeenk
title: panel_info_PlosBio_R2.tab

description: Flow cytometry panel used
DOI: 10.57745/ioj1wp
title: experiment_info_PlosBio_R2.tab

description: HPV infection and vaccine status for the FCM data analysis
DOI: 10.57745/j6kxs8
title: two_slopes_cyt_fcm.stan

description: Stan code for the cytokines and immune cell population kinetics
DOI: 10.57745/kunhu5
title: antibodies.tab

description: Raw HPV antibody titer data used in the kinetics model
DOI: 10.57745/mb9qfl
title: two_slopes_vk.stan

description: Stan code for the virus load kinetics model with 2 slopes
DOI: 10.57745/mqmohx
title: figure2.R

description: R script to generate Figure 2
DOI: 10.57745/uslgur
title: cohort_table.tab

description: cohort metadata description
DOI: 10.57745/yirqh5
title: table_cytokines_PlosBio_R2_figure2A.tab

description: Cytokine data used in Figure 2A
DOI: 10.57745/cdguzi
title: cytokines.tab

description: Raw cytokine density data used in the kinetics model
DOI: 10.57745/d86y1t
title: insinga_infection_duration.tab

description: Infection duration data from Insinga et al. used in the kinetics model
DOI: 10.57745/dc7yew
title: params_boot_vl.RDS

description: RDS file with the virus load bootstrapping values
DOI: 10.57745/egjgn9
title: boot_vl.tab

description: Virus load kinetics estimates for the bootstrapping
DOI: 10.57745/gm5jzz
title: fcm.tab

description: Raw immune cell populations data used in the kinetics model
DOI: 10.57745/hwnipm
title: Cytokines_analysis_Plos_Bio_Tessandier_Elie.tab

description: RData file used to generate the Figures with cytokine data
DOI: 10.57745/jhq5xi
title: res_boot_ab_imm_mean.RDS

description: RDS file with the antibody and immune mean parameter values
DOI: 10.57745/up2wz3
title: oncogenicity_genotypes.RDS

description: R file containing the HPV oncogenicity estimates for the Figure generation
DOI: 10.57745/gbtwla
title: fit_vk_sd02.RData

description: RData of the fits for the virus load kinetics with a different standard deviation assumption regarding the infection duration prior
DOI: 10.57745/kbpig8
title: cohort_table.tab

description: cohort metadata description
DOI: 10.57745/m6k2a5
title: fit_vk.RData

description: RData of the fits for the virus load kinetics allowing to reproduce the results shown in the main text
DOI: 10.57745/ugticp
title: readme.md

description: Read me file describing the files along with the variables reported in the table.
DOI: 10.57745/wn7jl2
title: fit_vk_sd005.RData

description: RData of the fits for the virus load kinetics with a different standard deviation assumption regarding the infection duration prior
DOI: 10.57745/wrtpro
title: FCM_analysis_Plos_Bio_Tessandier_Elie.zip

description: RData file (to unzip) for the flow cytometry data analysis allowing to regenerate Figure 1 without performing again the whole analysis of the raw FCS files
DOI: 10.57745/yqidtt
title: boot_cyt_fcm.zip

description: ZIP file to uncompress containing the RDS files for the estimated cytokines and cell population kinetics for each of the bootstrapped virus load kinetics
DOI: 10.15468/dl.36xnh7
title: Occurrence Download

description: A dataset containing 18213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplodus holbrookii (Bean, 1878)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18213 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023033-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2908/mar_qg_qm_ewhk
title: Niveau ue - poids brut des marchandises traitées dans les principaux ports, par type de fret
title: EU Ebene - Bruttogewicht umgeschlagener Güter in den Haupthäfen, nach Ladungsart
title: EU level - gross weight of goods handled in main ports, by type of cargo
DOI: 10.2908/mar_qg_qm_ewhd
title: Niveau UE - poids brut des marchandises traitées dans les principaux ports, par direction
title: EU Ebene - Bruttogewicht umgeschlagener Güter in den Haupthäfen, nach Richtung
title: EU level - gross weight of goods handled in main ports, by direction
DOI: 10.2908/mar_qg_qm_ewht
title: Niveau UE - poids brut des marchandises traitées dans les principaux ports, par type de trafic
title: EU Ebene - Bruttogewicht umgeschlagener Güter in den Haupthäfen, nach Ladungsstatus
title: EU level - gross weight of goods handled in main ports, by type of traffic
DOI: 10.2908/mar_qg_qm_ewhg
title: Niveau UE - poids brut des marchandises traitées dans les principaux ports, par différents types de zones géographiques des partenaires
title: EU Ebene - Bruttogewicht umgeschlagener Güter in den Haupthäfen, nach verschiedenen Arten der geografischen Gebiete der Partner
title: EU level - gross weight of goods handled in main ports, by various types of partner geographical areas
DOI: 10.23719/1531693
title: MTBS/Landsat/LCMS

description: Monitoring Trends in Burn Severity of individual fires; Landsat remote sensing of land cover; Landscape Change Monitoring System maps of annual forest cover.
DOI: 10.15468/dl.u6b9em
title: Occurrence Download

description: A dataset containing 119382 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mammalogy Collection - Royal Ontario Museum"
 ]
}

 The dataset includes 119382 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023013-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk5duy
title: Occurrence Download

description: A dataset containing 364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemiramphus balao Lesueur, 1821",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 364 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023036-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzr3ee
title: Occurrence Download

description: A dataset containing 2116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (BRA.5.336_2, BRA.5.231_2, BRA.5.70_2, BRA.5.253_2, BRA.5.124_2, BRA.5.126_2, BRA.5.104_2, BRA.5.212_2, BRA.26.26_2, BRA.26.19_2, BRA.26.30_2, BRA.26.3_2, BRA.26.6_2, BRA.26.52_2, BRA.26.48_2, BRA.26.8_2, BRA.2.74_2, BRA.2.30_2, BRA.2.24_2, BRA.2.41_2, BRA.2.84_2, BRA.15.24_2, BRA.2.52_2, BRA.2.47_2, BRA.2.70_2, BRA.2.5_2, BRA.2.71_2, BRA.2.93_2, BRA.2.80_2, BRA.2.39_2, BRA.2.50_2, BRA.17.154_2, BRA.17.16_2, BRA.17.168_2, BRA.17.162_2, BRA.17.80_2, BRA.17.31_2, BRA.17.88_2, BRA.17.133_2, BRA.17.112_2, BRA.17.123_2, BRA.17.75_2, BRA.17.77_2, BRA.17.69_2, BRA.15.147_2, BRA.15.60_2, BRA.15.94_2, BRA.15.40_2, BRA.15.107_2, BRA.15.163_2, BRA.15.112_2, BRA.15.19_2, BRA.15.116_2, BRA.20.13_2, BRA.20.25_2, BRA.20.157_2, BRA.20.142_2, BRA.20.89_2, BRA.20.97_2, BRA.20.88_2, BRA.20.39_2, BRA.20.29_2, BRA.20.82_2, BRA.20.117_2, BRA.20.159_2, BRA.20.135_2, BRA.20.102_2, BRA.20.125_2, BRA.20.20_2, BRA.20.45_2, BRA.20.49_2, BRA.20.78_2, BRA.20.110_2, BRA.20.11_2, BRA.20.48_2, BRA.20.156_2, BRA.6.75_2, BRA.6.13_2, BRA.6.60_2, BRA.6.28_2, BRA.6.41_2, BRA.6.12_2, BRA.6.56_2, BRA.6.59_2)",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 2116 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023037-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcerq3
title: Occurrence Download

description: A dataset containing 5492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Menticirrhus littoralis (Holbrook, 1847)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5492 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023038-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns9jkn
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Platyrrhinus chocoensis Alberico & Velasco, 1991"
 ]
}

 The dataset includes 115 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023040-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppfap2
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Malpighia glabra L."
 ]
}

 The dataset includes 89 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023039-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27981098
title: PLS-SEM Analysis

description: The study aimed to determine the influences of teacher and peer support on the academic motivation of adolescents from divorced families, as well as the mediating role of academic resilience on the relationship between teacher support and peer support and the academic motivation of adolescents from divorced families. The sample consisted of 390 adolescents from seven public secondary schools in China. The participation of all students was completely voluntary. Consent was obtained prior to data collection. Questionnaires were employed to collect data. The PLS-SEM was used to analyze the data.
DOI: 10.60952/j28g-p166
title: Ocena jakościowa komórek satelitarnych mięśnia przepony u szczurów 100 dniowych (2)

description: Badanie przeprowadzono na samicach szczura szczepu Wistar, wiek - 100 dni, w celu jakościowej oceny komórek satelitarnych mięśnia przepony. Materiał przygotowano standardową techniką do TEM. Na zdjęciu pęcherzyki mikrocytarne w cytoplazmie komórki satelitarnej i jądro komórkowe bogate w heterochromatynę (H). Powiększenie 35 000 x. Dokumentacja zdjęciowa powstała przy użyciu mikroskopu elektronowego JEM 100S firmy JEOL.
DOI: 10.15468/dl.2azbt4
title: Occurrence Download

description: A dataset containing 8386296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 8386296 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023031-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5cy5g
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arapaima gigas (Cuvier, 1829)"
 ]
}

 The dataset includes 140 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023041-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11278071
title: On the effect of precession for magnetic differential phase contrast imaging

description: 4D-STEM datasets and processing scripts used for the journal publication "On the effect of precession for magnetic differential phase contrast imaging".

DOI link to publication: 10.1016/j.micron.2024.103761

 

Prerequisites

The scripts presented below were created using open-source Python packages with specific versions:



hyperspy 1.7.1

pyxem 0.14.2

fpd 0.2.5 (with scikit-image 0.18)

jupyterlab 4.0.7


There is no guarantee that other versions of the listed packages will run the code.

Data files

In total five zipped (.7z extension) files are included in this repository. The files contain data from the different samples studied with different precession electron diffraction calibrations where applicable. The three samples studied are LSMO, and the corresponding 4D-STEM datasets taken away from a high-symmetry zone axis (LSMO_LZ_data.7z) and on the zone axis (LSMO_HZ_data.7z), FeAl sample (FeAl_data.7z), and scans from an Au TEM alignment grid (AuGrid_data.7z). The precession_azimuths.7z files contains the precession azimuthal circles from the three precession calibrations performed.

Processing scripts

Three scripts are included in the IPython notebook format (.ipynb extension). The Precession_azimuth_plot.ipynb script plots the precession azimuth for comparison. The Segmentation_script.ipynb is used to process the precession path segmented 4D-STEM datasets, and the DPC_processing.ipynb includes code to perform center of mass and phase correlation processing on the 4D-STEM data to extract differential phase contrast signals.
DOI: 10.5281/zenodo.14289614
title: In situ characterization of dust storms and their snow darkening effect over Himalayas

description: Ensure users acknowledge the data curators before using it
DOI: 10.5281/zenodo.14289615
title: In situ characterization of dust storms and their snow darkening effect over Himalayas

description: Ensure users acknowledge the data curators before using it
DOI: 10.15468/dl.cs9k5y
title: Occurrence Download

description: A dataset containing 12423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (United States of America, Canada)",
 "Month is one of (January, February, March, December, April, November, October, September, August, July, June, May)",
 "TaxonKey is Bubo scandiacus (Linnaeus, 1758)",
 "Year 2011-2012"
 ]
}

 The dataset includes 12423 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023042-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60952/mgrg-r598
title: Ocena jakościowa komórek satelitarnych mięśnia przepony u szczurów 30 dniowych (1)

description: Badanie przeprowadzono na samicach szczura szczepu Wistar, wiek - 30 dni, w celu jakościowej oceny komórek satelitarnych mięśnia przepony. Materiał przygotowano standardową techniką do TEM. Na zdjęciu komórka satelitarna w zagłębieniu włókna mięśniowego. Powiększenie 19 600 x. Dokumentacja zdjęciowa powstała przy użyciu mikroskopu elektronowego JEM 100S firmy JEOL.
DOI: 10.15468/dl.j87u6c
title: Occurrence Download

description: A dataset containing 417430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erigeron canadensis L."
 ]
}

 The dataset includes 417430 records from 2537 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023034-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dyqp7
title: Occurrence Download

description: A dataset containing 1981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Contarinia quinquenotata (Löw, 1888)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1981 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006963-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh6wye
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Carrichtera annua (L.) DC.",
 "Year 1975-2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006964-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3e39fw
title: Occurrence Download

description: A dataset containing 532750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.40953 46.54261,0.84627 47.37323,0.51006 47.48201,0.15738 46.61512,0.40953 46.54261))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 532750 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006950-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7vsne
title: Occurrence Download

description: A dataset containing 5631 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Praxelis clematidea (Griseb.) R.M.King & H.Rob."
 ]
}

 The dataset includes 5631 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006966-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/4816
title: Gomoku
DOI: 10.5281/zenodo.14965885
title: Dataset-COVID-NMA Initiative- Living systematic review on COVID-19 treatments and vaccines

description: These datasets represent the final update for the systematic reviews conducted by the COVID-NMA initiative https://covid-nma.com/ as of July 2023. Metadata for each dataset is also included. The COVID-NMA is an international research initiative supported by the WHO and Cochrane. We provided a living map of COVID-19 trials and conducted ongoing evidence synthesis on vaccines, preventive interventions, and treatments for COVID-19 to support decision-making. This living update was regularly refreshed until July 2023, which marks the endpoint for this update cycle.
DOI: 10.5281/zenodo.14965887
title: Dataset-COVID-NMA Initiative- Living systematic review on COVID-19 treatments and vaccines

description: These datasets represent the final update for the systematic reviews conducted by the COVID-NMA initiative https://covid-nma.com/ as of July 2023. Metadata for each dataset is also included. The COVID-NMA is an international research initiative supported by the WHO and Cochrane. We provided a living map of COVID-19 trials and conducted ongoing evidence synthesis on vaccines, preventive interventions, and treatments for COVID-19 to support decision-making. This living update was regularly refreshed until July 2023, which marks the endpoint for this update cycle.
DOI: 10.15468/dl.sswr2h
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lecanora formosa (Bagl. & Carestia) Knoph & Leuckert"
 ]
}

 The dataset includes 139 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006968-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auarz9
title: Occurrence Download

description: A dataset containing 573 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lipolexis Förster, 1862"
 ]
}

 The dataset includes 573 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006969-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/4817
title: GoDatas
DOI: 10.5281/zenodo.15019218
title: Fluorescence emission spectra of Laurdan in phase-separated solid-supported lipid bilayer excited with azimuthally, radially and linearly polarized beams

description: Fluorescence emission spectra of Laurdan in liquid-ordered and liquid-disordered phases in solid-supported lipid bilayer exhibiting coexisting phases, excited with azimuthally, radially and linearly polarized laser beams. Lipid bilayer was composed of an equimolar mixture of 1,2-dimyristoleoyl-sn-glycero-3-phosphocholine, cholesterol, and egg yolk sphingomyelin. Mica was used as a solid support. Laurdan was excited with a picosecond laser diode with λ = 375 nm (PicoQuant). Spectra were collected with a spectrograph Kymera 328I-C (Andor) equipped with an EMCCD camera iXon Ultra 888 (Andor).
DOI: 10.5281/zenodo.15019219
title: Fluorescence emission spectra of Laurdan in phase-separated solid-supported lipid bilayer excited with azimuthally, radially and linearly polarized beams

description: Fluorescence emission spectra of Laurdan in liquid-ordered and liquid-disordered phases in solid-supported lipid bilayer exhibiting coexisting phases, excited with azimuthally, radially and linearly polarized laser beams. Lipid bilayer was composed of an equimolar mixture of 1,2-dimyristoleoyl-sn-glycero-3-phosphocholine, cholesterol, and egg yolk sphingomyelin. Mica was used as a solid support. Laurdan was excited with a picosecond laser diode with λ = 375 nm (PicoQuant). Spectra were collected with a spectrograph Kymera 328I-C (Andor) equipped with an EMCCD camera iXon Ultra 888 (Andor).