A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments

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Abstract > 150 droplets and > = 1000 bootstrap samples in our system), can capture the full range of random variability and error in ice nucleation spectra. Applications include calculation of accurate confidence intervals and confidence bands, quantitative statistical testing of differences between observed freezing spectra, accurate subtraction of the background filtered water freezing signal, and calculation of a range of statistical parameters using data from a single droplet array freezing experiment if necessary. By providing additional statistical tools to the community, this work will improve the quality and accuracy of statistical tests and representations of uncertainty in future ice nucleation research, and will allow quantitative comparisons of the ice nucleation ability of different particles and surfaces.

Location: Deutsche Nationalbibliothek Frankfurt am Main

Extent: Online-Ressource

Language: Englisch

Bibliographic citation: A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments ; volume:15 ; number:22 ; year:2022 ; pages:6819-6836 ; extent:18
Atmospheric measurement techniques ; 15, Heft 22 (2022), 6819-6836 (gesamt 18)

Creator: Fahy, William D.
Shalizi, Cosma Rohilla
Sullivan, Ryan Christopher

DOI: 10.5194/amt-15-6819-2022

URN: urn:nbn:de:101:1-2022120104263696810916

Rights: Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 15.08.2025, 7:21 AM CEST

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Fahy, William D.
Shalizi, Cosma Rohilla
Sullivan, Ryan Christopher

Other Objects (12)

A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments

A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments

Comment on “A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy et al. (2022)

Comment on “A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy et al. (2022)

Comment on ”A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy, Shalizi and Sullivan (2022)

Comment on ”A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy, Shalizi and Sullivan (2022)

Repeatability and randomness in heterogeneous freezing nucleation

Repeatability and randomness in heterogeneous freezing nucleation

Interfacial ice sprouting during salty water droplet freezing

Interfacial ice sprouting during salty water droplet freezing

Current formula for calculating body mass index is applicable to Asian populations

Current formula for calculating body mass index is applicable to Asian populations

Representing time-dependent freezing behaviour in immersion mode ice nucleation

Representing time-dependent freezing behaviour in immersion mode ice nucleation

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Comparative study on immersion freezing utilizing single-droplet levitation methods

Comparative study on immersion freezing utilizing single-droplet levitation methods

Interpretation of freezing nucleation experiments: singular and stochastic; sites and surfaces

Interpretation of freezing nucleation experiments: singular and stochastic; sites and surfaces

Twin-plate Ice Nucleation Assay (TINA) with infrared detection for high-throughput droplet freezing experiments with biological ice nuclei in laboratory and field samples

Twin-plate Ice Nucleation Assay (TINA) with infrared detection for high-throughput droplet freezing experiments with biological ice nuclei in laboratory and field samples

A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments

A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments

Comment on “A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy et al. (2022)

Comment on “A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy et al. (2022)

Comment on ”A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy, Shalizi and Sullivan (2022)

Comment on ”A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy, Shalizi and Sullivan (2022)

Repeatability and randomness in heterogeneous freezing nucleation

Repeatability and randomness in heterogeneous freezing nucleation

Interfacial ice sprouting during salty water droplet freezing

Interfacial ice sprouting during salty water droplet freezing

Current formula for calculating body mass index is applicable to Asian populations

Current formula for calculating body mass index is applicable to Asian populations

Representing time-dependent freezing behaviour in immersion mode ice nucleation

Representing time-dependent freezing behaviour in immersion mode ice nucleation

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Comparative study on immersion freezing utilizing single-droplet levitation methods

Comparative study on immersion freezing utilizing single-droplet levitation methods

Interpretation of freezing nucleation experiments: singular and stochastic; sites and surfaces

Interpretation of freezing nucleation experiments: singular and stochastic; sites and surfaces

Twin-plate Ice Nucleation Assay (TINA) with infrared detection for high-throughput droplet freezing experiments with biological ice nuclei in laboratory and field samples

Twin-plate Ice Nucleation Assay (TINA) with infrared detection for high-throughput droplet freezing experiments with biological ice nuclei in laboratory and field samples

A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments

A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments

Comment on “A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy et al. (2022)

Comment on “A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy et al. (2022)

Comment on ”A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy, Shalizi and Sullivan (2022)

Comment on ”A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments” by Fahy, Shalizi and Sullivan (2022)

Repeatability and randomness in heterogeneous freezing nucleation

Repeatability and randomness in heterogeneous freezing nucleation

Interfacial ice sprouting during salty water droplet freezing

Interfacial ice sprouting during salty water droplet freezing

Current formula for calculating body mass index is applicable to Asian populations

Current formula for calculating body mass index is applicable to Asian populations

Representing time-dependent freezing behaviour in immersion mode ice nucleation

Representing time-dependent freezing behaviour in immersion mode ice nucleation

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Exploratory experiments on pre-activated freezing nucleation on mercuric iodide

Comparative study on immersion freezing utilizing single-droplet levitation methods

Comparative study on immersion freezing utilizing single-droplet levitation methods

Interpretation of freezing nucleation experiments: singular and stochastic; sites and surfaces

Interpretation of freezing nucleation experiments: singular and stochastic; sites and surfaces

Twin-plate Ice Nucleation Assay (TINA) with infrared detection for high-throughput droplet freezing experiments with biological ice nuclei in laboratory and field samples

Twin-plate Ice Nucleation Assay (TINA) with infrared detection for high-throughput droplet freezing experiments with biological ice nuclei in laboratory and field samples

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