cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7982267
title: Supplementary data to the paper: Automatic Extraction of Anthropometric Features for the Individualization of the Pinna-Related Transfer Function in the Median Plane

description: Supplementary research data to the paper (rejected):



Davide Fantini, Federico Avanzini, Stavros Ntalampiras and Giorgio Presti (2023) "Automatic Extraction of Anthropometric Features for the Individualization of the Pinna-Related Transfer Function in the Median Plane"


The repository includes the research data generated and analyzed in the abovementioned paper describing a method for PRTF individualization. In particular, the following data are included:



README.md: instructions for the data

pinna_range_img.mat: pinna range images extracted from the 3D head meshes of the HUTUBS dataset

landmarks.mat: landmarks coordinates both manually annotated and automatically placed with ASM

anthropometry.mat: anthropometric parameters automatically extracted from both manually annotated and ASM-fitted landmarks

img_features.mat: image features pinna cavities extracted from both manually annotated and ASM-fitted landmarks

grnn_models.mat: Generalized Regression Neural Network (GRNN) models trained from both HUTUBS anthropometry and the proposed pinna features

predicted_dtf.mat: Directional Transfer Function (DTF) sets predicted from both HUTUBS anthropometry and the proposed pinna features

anthropometry_documentation.pdf: documentation of the pinna anthropometric parameters

auditory_model_complete_elevation_range.pdf: auditory model evaluation in the complete elevation range


The data are provided in the Matlab file format MAT. Nevertheless, the MAT files can be read with other programming languages, such as Python (scipy.io.loadmat).

A GitHub repository to automatically extract the pinna landmarks and features as described in the paper is available here.
DOI: 10.25549/whit-c170-28963
title: Flowers etc. at opening of new store, 10th Street [Olympic Boulevard] and Hope Street, Los Angeles, CA, 1931

description: 3 photographs of flowers, etc. at opening of new store, 10th Street [Olympic Boulevard] and Hope Street, Los Angeles, CA, 1931. "Subject: Flowers etc at opening of new store, 10th & Hope; Agency: Weinberg; Cleint: Thor Pacific Co.; Original print order: 1 ea[ch] Size: 8x10; Finish: gl[ossy]; Re-order: 5 of 3; Size: 8x10; Finish: gloss[y]; Year: 1931; Job: 1-31-234" -- on envelope front. "Ounces of flash powder: .25; Original photographs-Size: 3, In City, 3.00; Operator's report (Name): Joe" -- on envelope back.
DOI: 10.25549/whit-c170-25255
title: Chevrolet with dog on radiation cap, Southern California, 1926

description: 8 photographs of woman and automobile, Southern California, 1926. "Subject: chevrolet with dog on radiation cap; Client: Dan Miner; Year: 1926; Job: 62-20-38" -- on envelope.
DOI: 10.25549/whit-c170-13652
title: Desks, cabinets, etc., Southern California, 1929

description: 12 photographs of desks and cabinets, Southern California, 1929. "Subject: desks, cabinets etc.; Agency: Waters & McLeod.; Client: Steel Furniture M[anu]f[acturin]g Co[mpany], 1206 So[uth] Santee st[ree]t; Original print order: 1 ea[ch]; Size: 7 1/2x10; Finish: linen, gl[ossy]; Mount: 10", 2 on linen 10", linen 10" note, ea[ch], [ilg] off; Re-order: 3 ea[ch], note, 1 ea[ch] except #2, 3 ea[ch] Except #2, 1 ea[ch]; 1 ea[ch] #6, 9, 11, 4, 5, 12, 5x7 gl[ossy]; Year: 1929; Job: 9-26-133" -- on envelope front. "Operator's report: Davey; Original photographs: 12; Size: 8x10; Exposures with lights: 11, @ 3.00; Ounces of flash powder: 2; Amount: 12.00, 11.00, .85; Extra charges: Mr. Quisno" -- on envelope back.
DOI: 10.25549/whit-c170-100431
title: Crowds at American Legion Stadium, popcorn stand, Hollywood, Calif., 1940

description: 8 photographs of crowds outside the building and a popcorn stand at the American Legion Stadium, Hollywood, 1940, June 21. This venue was also known as the Hollywood Legion Stadium and operated from 1921 to 1959. As can be seen in negative no. 7, this was the "American Legion Stadium" operated by the Hollywood Post no. 43 of the American Legion. It mainly booked boxing and wrestling.
DOI: 10.25549/whit-c170-100438
title: Crowds at American Legion Stadium, popcorn stand, Hollywood, Calif., 1940

description: 8 photographs of crowds outside the building and a popcorn stand at the American Legion Stadium, Hollywood, 1940, June 21. This venue was also known as the Hollywood Legion Stadium and operated from 1921 to 1959. As can be seen in negative no. 7, this was the "American Legion Stadium" operated by the Hollywood Post no. 43 of the American Legion. It mainly booked boxing and wrestling.
DOI: 10.25549/whit-c170-29130
title: Millionth "Cavalier" tire, Southern California, 1930

description: 3 photographs of men, woman and tire, Southern California, 1930. "Subject: Millionth 'Cavalier' tire; Agency: J. Walter Thompson; Client: Pac[ific] Goodrich Co.; Original Print Order: 3 ea[ch]; Re-Order: 1 ea[ch]; Size: 8x10; Finish: gl[ossy]; Year: 1930; Job: 12-2-4" -- on envelope front. "Name: Joe; 3 Original Photographs; Out of City: 5.00; 1 Exposure With Lights: 1.00; 1/2 Hour: 1.00; Extra Charges: Myers" -- on envelope back.
DOI: 10.25549/whit-c170-16337
title: Opening of showroom on Wilshire Boulevard, Southern California, 1930

description: 3 photographs of group of men and women in showroom, Southern California, 1930. "Subject: opening of L[ilg]e[ilg]lo[ilg] showroom on Wilshire b[ou]l[e]v[ar]d, Tri-motor; Client: Maddux Inc., (Dwight Stabler m[ana]g[e]r); Originial print order: 2 ea[ch] #1, #3; Size: 8x10, 5x7; Finish: gl[ossy]; Mount: linen 8"; Re-order: 1 ea[ch]- 1, 5, 1 #5, 1 ea[ch] 2, 5; 2nd Envelope; Year: 1930; Job: 02-14-106" -- on envelope front. "Operator's report: Dick; Original photographs: 3; Ounces of flash powder: 4 1/2 @ .85; Amount: 7.00, 2.00, 3.80; Extra charges: Hyskill; 2" -- on envelope back.
DOI: 10.25549/whit-c170-61971
title: Salona [Solana?] apartments, 1726 North Kenmore Avenue, Los Angeles, CA, 1934

description: Photograph of apartment building, 1726 North Kenmore Avenue, Los Angeles, CA, 1934. "Subject: Salona ap[artmen]ts -- 1726 No[rth] Kenmore, 8x10 also; Client: ap[artmen]t House Assoc[iation] of L[os] A[ngeles], Subway terminal b[ui]ld[in]g; Original print Order: 1 ea[ch]; Size: 8x10; Finish; gl[ossy]; Year: 1934; Job: 3-17-83" -- on envelope front. "Operator's Report Name: Dean; 2 Original Photographs-- Size: 8x10; Amount: 5.00" -- on envelope back. According to the Los Angeles Times from 1934, the building's name was "Solana Apartments".
DOI: 10.25549/whit-c170-26062
title: Patent papers, L.J. Allen, Southern California, 1927

description: 4 photographs of patent papers, Southern California, 1927. "Subject: copy of patent papers; Client: L.J. Allen, 523 Sun Finance b[ui]ld[in]g; Year: 1927; Job: 3-11-45" -- on envelope.
DOI: 10.15468/dl.kqfsv9
title: Occurrence Download

description: A dataset containing 707 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clausena lansium (Lour.) Skeels"
 ]
}

 The dataset includes 707 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112401-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v969mh
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene keiskei Miq."
 ]
}

 The dataset includes 258 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112402-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w69jya
title: Occurrence Download

description: A dataset containing 927 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Soldanella minima Hoppe"
 ]
}

 The dataset includes 927 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112403-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vg8vgt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonerila sadasivanii M.P.Nayar"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112404-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fau96w
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stereospermum chelonoides (L.fil.) DC."
 ]
}

 The dataset includes 329 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112405-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fm2r5q
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strobilanthes pentastemonoides (Wall. ex Nees) T.Anderson"
 ]
}

 The dataset includes 230 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112406-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezm3m9
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Staavia staavioides (Sond.) A.V.Hall"
 ]
}

 The dataset includes 49 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112407-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25e8qn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene kemoniana C.Brullo, Brullo, Giusso, Ilardi & Sciandr."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112408-240321170329656/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.25559136
title: grainspace rice p600 2/3

description: grainspace rice p600 2/3
DOI: 10.15468/dl.547xcr
title: Occurrence Download

description: A dataset containing 2881 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Soldanella montana Willd."
 ]
}

 The dataset includes 2881 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112409-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjuwnr
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonerila sahyadrica G.S.Giri & M.P.Nayar"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112410-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6m534b
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stereospermum colais (Buch.-Ham. ex Dillwyn) Mabb."
 ]
}

 The dataset includes 590 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112411-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6h26ea
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strobilanthes perrottetiana Nees"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112412-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45fk64
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Staavia verticillata (L.fil.) Pillans"
 ]
}

 The dataset includes 62 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112413-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs68v3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonerila saxosa Stapf & King"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112415-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbyug7
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene kenyana F.Jafari, Oxelman & Rabeler"
 ]
}

 The dataset includes 118 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112414-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktk7bf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Soldanella oreodoxa Li Bing Zhang"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112416-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak5z83
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strobilanthes phyllocephala J.R.I.Wood & Scotland"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112417-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qce64
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stereospermum cylindricum Pierre ex Dop"
 ]
}

 The dataset includes 61 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112418-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwrg4x
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Staavia zeyheri Sond."
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112419-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czcvjx
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonerila scapigera Dalzell"
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112420-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33kfdz
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene khasiana Rohrb."
 ]
}

 The dataset includes 32 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112422-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c972b
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Soldanella pindicola Hausskn."
 ]
}

 The dataset includes 38 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112421-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vxv4b
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strobilanthes phyllostachya Kurz"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112423-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hvuaw
title: Occurrence Download

description: A dataset containing 497 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stereospermum euphorioides (Bojer) DC."
 ]
}

 The dataset includes 497 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112424-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj6mfg
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Staberoha aemula (Kunth) Pillans"
 ]
}

 The dataset includes 164 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112425-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ng9y5e
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Planococcus minor (Maskell, 1897)"
 ]
}

 The dataset's 3 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112397-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txtbx3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonerila secunda R.Br."
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112426-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.szhe4s
title: Rock Glacier Movement and Debris Transport over Annual to Multi-Millennial Timescales

description: Rock glaciers are common in alpine landscapes, but their evolution over time and their significance as agents of debris transport are not well-understood. Here we assess the movement of an ice-cemented rock glacier over a range of timescales with GPS surveying, satellite-based radar, and cosmogenic 10Be surface-exposure dating. GPS and InSAR measurements indicate that the rock glacier displaced at an average rate of ~3-10 cm yr-1 in recent years. Sampled boulders on the rock glacier have cosmogenic exposure ages from 1.2 to 10 ka, indicating that it has existed since the beginning of the Holocene. Ages increase linearly with distance downslope, constraining a long-term flow rate of 3 cm yr-1. Our findings suggest that the behavior of this rock glacier may be dominated by episodes of dormancy punctuated by short-lived intervals of relatively rapid 23 movement over short and long timescales. The volume of the rock glacier corresponds to ~10 m of material stripped from the headwall during the Holocene. These are the first cosmogenic surface-exposure ages to constrain movement of a North American rock glacier, and together with the GPS and radar measurements, they reveal that rock glaciers are effective geomorphic agents with dynamic multi-millennial histories.
DOI: 10.6084/m9.figshare.25559253
title: uniq.viral.fa

description: the Ruminant Gastrointestinal Virome Catalogue
DOI: 10.15468/dl.y8x8u9
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene kialensis (F.N.Williams) Lidén & Oxelman"
 ]
}

 The dataset includes 95 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112427-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rebpf
title: Occurrence Download

description: A dataset containing 4532 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Soldanella pusilla Baumg."
 ]
}

 The dataset includes 4532 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112428-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9suust
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strobilanthes pinetorum W.W.Sm."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112429-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.