cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qs6jg1
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "StateProvince is antioquia",
 "TaxonKey is Andinoacara latifrons (Steindachner, 1878)"
 ]
}

 The dataset includes 89 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017203-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3ah7r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lirianthe delavayi (Franch.) N.H.Xia & C.Y.Wu"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137076-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23j784
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium lazistanum Arv.-Touv."
 ]
}

 The dataset includes 69 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023533-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykpytd
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Asterias forbesi (Desor, 1848)",
 "Year 1980-2021"
 ]
}

 The dataset includes 463 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193686-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugoki6
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Mississippi Entomological Museum",
 "HasCoordinate is true",
 "TaxonKey is Habropoda laboriosa (Fabricius, 1804)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017203-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7dxps
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Dipsas neuwiedi (Ihering, 1911)"
 ]
}

 The dataset includes 476 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089664-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eky2p3
title: Occurrence Download

description: A dataset containing 1180 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"5133088","matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"PRESERVEDSPECIMEN","matchCase":false}]}

 The dataset includes 1180 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023177-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5vjc7
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus intermedius Troschel, 1865"
 ]
}

 The dataset includes 349 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022614-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8zyx3
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ivodea Capuron"
 ]
}

 The dataset includes 339 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211319-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34x5b5
title: Occurrence Download

description: A dataset containing 3202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crangonyctidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 3202 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023436-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmry4k
title: Occurrence Download

description: A dataset containing 3481 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scaptotrigona mexicana (Guérin-Méneville, 1844)"
 ]
}

 The dataset includes 3481 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272265-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ushj3j
title: Occurrence Download

description: A dataset containing 1570 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lutjanus argentiventris (Peters, 1869)"
 ]
}

 The dataset includes 1570 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027553-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8a8es
title: Occurrence Download

description: A dataset containing 9061 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Murraya J.Koenig ex L."
 ]
}

 The dataset includes 9061 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211330-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzjujz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Oberonia japonica (Maxim.) Makino"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023414-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfwsj3
title: Occurrence Download

description: A dataset containing 2197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mobula birostris (Walbaum, 1792)"
 ]
}

 The dataset includes 2197 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010802-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a79xv
title: Occurrence Download

description: A dataset containing 99684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, May, June, July, August, September, October, March, November)",
 "OccurrenceStatus is Present",
 "TaxonKey is Conyza canadensis (L.) Cronquist",
 "Year 1993-2023"
 ]
}

 The dataset includes 99684 records from 707 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000116-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gtcdz
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus ×wisconsinensis L.H.Bailey",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 65 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272237-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fka8fq
title: Occurrence Download

description: A dataset containing 677 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urtica angustifolia Fisch. ex Hornem."
 ]
}

 The dataset includes 677 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011286-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmzgjq
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tritoniopsis nervosa (Baker) G.J.Lewis"
 ]
}

 The dataset includes 102 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023447-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u28v8k
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maclurodendron T.G.Hartley"
 ]
}

 The dataset includes 377 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211323-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6e4nc
title: Occurrence Download

description: A dataset containing 745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Lynx pardinus (Temminck, 1827)"
 ]
}

 The dataset includes 745 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011271-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug6j28
title: Occurrence Download

description: A dataset containing 1850 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnogongrus crenulatus (Turner) J.Agardh, 1851"
 ]
}

 The dataset includes 1850 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000121-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmbhwq
title: Occurrence Download

description: A dataset containing 970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spiraea tomentosa L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 970 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272249-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9napvf
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nectomys palmipes J.A.Allen & Chapman, 1893",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006419-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.967u2b
title: Occurrence Download

description: A dataset containing 5781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gynandropsis gynandra (L.) Briq."
 ]
}

 The dataset includes 5781 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000123-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/nhey-xfaq
title: Measurement of Mercury_PBM at Pallas (Matorova)

description: Measurement of Mercury_PBM at Pallas (Matorova)
DOI: 10.48597/nnf7-qbeb
title: Measurement of Mercury_TGM at Harwell

description: Measurement of Mercury_TGM at Harwell
DOI: 10.48597/nuj4-94w3
title: Measurement of Mercury_PBM at O Saviñao

description: Measurement of Mercury_PBM at O Saviñao
DOI: 10.48597/pnvn-nzma
title: Measurement of Mercury_PBM at Auchencorth Moss

description: Measurement of Mercury_PBM at Auchencorth Moss
DOI: 10.48597/q7re-ydz2
title: Measurement of Mercury_PBM at Kosetice (NAOK)

description: Measurement of Mercury_PBM at Kosetice (NAOK)
DOI: 10.48597/q9b7-zfzc
title: Measurement of Mercury_PBM at Pallas (Matorova)

description: Measurement of Mercury_PBM at Pallas (Matorova)
DOI: 10.48597/qbdd-thjr
title: Measurement of Aerosol_absorption_coefficient at Neuglobsow

description: Measurement of Aerosol_absorption_coefficient at Neuglobsow
DOI: 10.48597/qdnq-xd7j
title: Measurement of Mercury_PBM at Cabo de Creus

description: Measurement of Mercury_PBM at Cabo de Creus
DOI: 10.48597/rc3s-zsuy
title: Measurement of Mercury_PBM at Barcarrota

description: Measurement of Mercury_PBM at Barcarrota
DOI: 10.48597/s29w-tjmh
title: Measurement of Mercury_PBM at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Mercury_PBM at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/t9dj-xswd
title: Measurement of Mercury_PBM at Pallas (Matorova)

description: Measurement of Mercury_PBM at Pallas (Matorova)
DOI: 10.5281/zenodo.10800015
title: Benchmarking imputation methods for categorical biological data

description: Description:

Welcome to the Zenodo repository for Publication Benchmarking imputation methods for categorical biological data, a comprehensive collection of datasets and scripts utilized in our research endeavors. This repository serves as a vital resource for researchers interested in exploring the empirical and simulated analyses conducted in our study.

Contents:





empirical_analysis:



Trait Dataset of Elasmobranchs: A collection of trait data for elasmobranch species obtained from FishBase , stored as RDS file.

Phylogenetic Tree: A phylogenetic tree stored as a TRE file.

Imputations Replicates (Imputation): Replicated imputations of missing data in the trait dataset, stored as RData files.

Error Calculation (Results): Error calculation results derived from imputed datasets, stored as RData files.

Scripts: Collection of R scripts used for the implementation of empirical analysis.





simulation_analysis:



Input Files: Input files utilized for simulation analyses as CSV files

Data Distribution PDFs: PDF files displaying the distribution of simulated data and the missingness.

Output Files: Simulated trait datasets, trait datasets with missing data, and trait imputed datasets with imputation errors calculated as RData files.

Scripts: Collection of R scripts used for the simulation analysis.





TDIP_package:



Scripts of the TDIP Package: All scripts related to the Trait Data Imputation with Phylogeny (TDIP) R package used in the analyses.




Purpose:

This repository aims to provide transparency and reproducibility to our research findings by making the datasets and scripts publicly accessible. Researchers interested in understanding our methodologies, replicating our analyses, or building upon our work can utilize this repository as a valuable reference.

Citation:

When using the datasets or scripts from this repository, we kindly request citing Publication Benchmarking imputation methods for categorical biological data and acknowledging the use of this Zenodo repository.

Thank you for your interest in our research, and we hope this repository serves as a valuable resource in your scholarly pursuits.
DOI: 10.5281/zenodo.10800016
title: Benchmarking imputation methods for categorical biological data

description: Description:

Welcome to the Zenodo repository for Publication Benchmarking imputation methods for categorical biological data, a comprehensive collection of datasets and scripts utilized in our research endeavors. This repository serves as a vital resource for researchers interested in exploring the empirical and simulated analyses conducted in our study.

Contents:





empirical_analysis:



Trait Dataset of Elasmobranchs: A collection of trait data for elasmobranch species obtained from FishBase , stored as RDS file.

Phylogenetic Tree: A phylogenetic tree stored as a TRE file.

Imputations Replicates (Imputation): Replicated imputations of missing data in the trait dataset, stored as RData files.

Error Calculation (Results): Error calculation results derived from imputed datasets, stored as RData files.

Scripts: Collection of R scripts used for the implementation of empirical analysis.





simulation_analysis:



Input Files: Input files utilized for simulation analyses as CSV files

Data Distribution PDFs: PDF files displaying the distribution of simulated data and the missingness.

Output Files: Simulated trait datasets, trait datasets with missing data, and trait imputed datasets with imputation errors calculated as RData files.

Scripts: Collection of R scripts used for the simulation analysis.





TDIP_package:



Scripts of the TDIP Package: All scripts related to the Trait Data Imputation with Phylogeny (TDIP) R package used in the analyses.




Purpose:

This repository aims to provide transparency and reproducibility to our research findings by making the datasets and scripts publicly accessible. Researchers interested in understanding our methodologies, replicating our analyses, or building upon our work can utilize this repository as a valuable reference.

Citation:

When using the datasets or scripts from this repository, we kindly request citing Publication Benchmarking imputation methods for categorical biological data and acknowledging the use of this Zenodo repository.

Thank you for your interest in our research, and we hope this repository serves as a valuable resource in your scholarly pursuits.
DOI: 10.25345/c5q52fq47
title: MassIVE MSV000094284 - Lztr1-dependent metabolic dysfunction and lipid dyshomeostasis
title: Proteome analysis from liver of WT and LZTR1 heterozygous knockout mice. Both genders are present.
DOI: 10.48597/tc3e-h2aq
title: Measurement of Mercury_PBM at Pallas (Matorova)

description: Measurement of Mercury_PBM at Pallas (Matorova)
DOI: 10.48597/tfbj-uv7d
title: Measurement of Mercury_PBM at Pallas (Matorova)

description: Measurement of Mercury_PBM at Pallas (Matorova)
DOI: 10.48597/tjd5-4y4x
title: Measurement of Mercury_GOM at Auchencorth Moss

description: Measurement of Mercury_GOM at Auchencorth Moss
DOI: 10.48597/tkxd-js48
title: Measurement of Mercury_PBM at Zingst

description: Measurement of Mercury_PBM at Zingst
DOI: 10.48597/tvph-gc2u
title: Measurement of Mercury_TGM at Harwell

description: Measurement of Mercury_TGM at Harwell
DOI: 10.48597/ty4n-8ejd
title: Measurement of Mercury_PBM at San Pablo de los Montes

description: Measurement of Mercury_PBM at San Pablo de los Montes
DOI: 10.48597/tyzn-atnm
title: Measurement of Mercury_PBM at Waldhof

description: Measurement of Mercury_PBM at Waldhof
DOI: 10.48597/ure5-b8m4
title: Measurement of Total_gaseous_mercury at Amderma

description: Measurement of Total_gaseous_mercury at Amderma
DOI: 10.48597/uvuh-twrq
title: Measurement of Mercury_TGM at Harwell

description: Measurement of Mercury_TGM at Harwell
DOI: 10.48597/uw7x-wapm
title: Measurement of Mercury_GOM at Waldhof

description: Measurement of Mercury_GOM at Waldhof
DOI: 10.48597/vguc-5mvp
title: Measurement of Mercury_PBM at Waldhof

description: Measurement of Mercury_PBM at Waldhof
DOI: 10.48597/vgx2-ustx
title: Measurement of Mercury_PBM at Pallas (Matorova)

description: Measurement of Mercury_PBM at Pallas (Matorova)
DOI: 10.48597/w65f-dqyy
title: Measurement of Mercury_PBM at Pallas (Matorova)

description: Measurement of Mercury_PBM at Pallas (Matorova)
DOI: 10.48597/wand-cmjx
title: Measurement of Mercury_PBM at Mahón

description: Measurement of Mercury_PBM at Mahón
DOI: 10.48597/wk8x-s2w3
title: Measurement of Mercury_PBM at Víznar

description: Measurement of Mercury_PBM at Víznar
DOI: 10.48597/wpfc-j23s
title: Measurement of Mercury_PBM at Pallas (Matorova)

description: Measurement of Mercury_PBM at Pallas (Matorova)
DOI: 10.48597/ws9z-bmx7
title: Measurement of Mercury_GOM at Auchencorth Moss

description: Measurement of Mercury_GOM at Auchencorth Moss
DOI: 10.48597/wzbw-yav9
title: Measurement of Mercury_PBM at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Mercury_PBM at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/x26t-vh8v
title: Measurement of Mercury_PBM at Els Torms

description: Measurement of Mercury_PBM at Els Torms
DOI: 10.48597/y8uf-ue4n
title: Measurement of Mercury_GOM at Auchencorth Moss

description: Measurement of Mercury_GOM at Auchencorth Moss
DOI: 10.48597/yesr-g9jn
title: Measurement of Mercury_GOM at Zingst

description: Measurement of Mercury_GOM at Zingst
DOI: 10.48597/ypd3-kk5n
title: Measurement of Mercury_PBM at Els Torms

description: Measurement of Mercury_PBM at Els Torms
DOI: 10.48597/24y6-4mam
title: Measurement of Mercury_PBM at Storhofdi

description: Measurement of Mercury_PBM at Storhofdi
DOI: 10.48597/2ddy-epfz
title: Measurement of Mercury_PBM at Mace Head

description: Measurement of Mercury_PBM at Mace Head
DOI: 10.48597/2kc2-abux
title: Measurement of Mercury_PBM at Storhofdi

description: Measurement of Mercury_PBM at Storhofdi
DOI: 10.48597/3cg5-9ufu
title: Measurement of Mercury_GOM at Neve Yam

description: Measurement of Mercury_GOM at Neve Yam
DOI: 10.48597/42zx-bjcx
title: Measurement of Mercury_PBM at Zeppelin mountain (Ny-Ålesund)

description: Measurement of Mercury_PBM at Zeppelin mountain (Ny-Ålesund)
DOI: 10.48597/45ek-dzzn
title: Measurement of Mercury_PBM at Banchory

description: Measurement of Mercury_PBM at Banchory
DOI: 10.48597/465p-bdtn
title: Measurement of Mercury_PBM at Storhofdi

description: Measurement of Mercury_PBM at Storhofdi
DOI: 10.48597/49p3-9qe6
title: Measurement of Mercury_PBM at Pallas (Matorova)

description: Measurement of Mercury_PBM at Pallas (Matorova)
DOI: 10.48597/49p8-gc5h
title: Measurement of Mercury_TGM at Porte Palo Sicily

description: Measurement of Mercury_TGM at Porte Palo Sicily
DOI: 10.48597/4dh4-r8x2
title: Measurement of Mercury_PBM at Pallas (Matorova)

description: Measurement of Mercury_PBM at Pallas (Matorova)
DOI: 10.48597/4g4n-brxp
title: Measurement of Heavy metals and nitrate at Storhofdi

description: Measurement of Heavy metals and nitrate at Storhofdi
DOI: 10.48597/4snk-89p4
title: Measurement of Mercury_PBM at Storhofdi

description: Measurement of Mercury_PBM at Storhofdi