cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yz8n7c
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petaloptila aliena"
 ]
}

 The dataset includes 235 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012006-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/t0kw7c/erujhj
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/zmy5rb
title: fq1list
DOI: 10.13130/rd_unimi/t0kw7c/7xhlw7
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/pc8ub5
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/feftkx
title: audita.txt
DOI: 10.13130/rd_unimi/t0kw7c/rbtirc
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/77sqhe
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/3mc53u
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/x7nf4b
title: pulseprogram.precomp
DOI: 10.13130/rd_unimi/t0kw7c/ugklsq
title: title
DOI: 10.13130/rd_unimi/t0kw7c/dmoo4b
title: audita.txt
DOI: 10.13130/rd_unimi/t0kw7c/wfyyv6
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/lrab1w
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/ettkru
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/jpdpyv
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/acfftg
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/6yy3qu
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/78efqe
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/3dkw29
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/gjxmql
title: title
DOI: 10.13130/rd_unimi/t0kw7c/reyl2y
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/vwp7mq
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/hqrnu7
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/4myh1r
title: vtc_pid_settings
DOI: 10.13130/rd_unimi/t0kw7c/6euz8h
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/ggozr2
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/vhs3l8
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/4znykm
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/ycxrsr
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/zbijut
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/mlt9pg
title: adcInfo_TRX1.xml
DOI: 10.13130/rd_unimi/t0kw7c/zyzufa
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/isrs8n
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/owtdqo
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/ccvsx2
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/sqxtpv
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/lrgvaf
title: title
DOI: 10.13130/rd_unimi/t0kw7c/fnu5he
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/pv3uwn
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/ko3b5n
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/u6kr3t
title: vtc_pid_settings
DOI: 10.13130/rd_unimi/t0kw7c/walptj
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/tkjcsb
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/9vrktq
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/0rxpme
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/own6nb
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/snwr6m
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/sy4eaz
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/7duivd
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/uuoky8
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/l22nvg
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/tbz6lc
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/545g68
title: vtc_pid_settings
DOI: 10.13130/rd_unimi/t0kw7c/gb7bnx
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/tlsn7j
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/fdxy3g
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/bumpua
title: intrng
DOI: 10.13130/rd_unimi/t0kw7c/o15mkp
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/s0yn2i
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/sotteg
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/79vspk
title: Avance.incl
DOI: 10.13130/rd_unimi/t0kw7c/cc1szc
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/7iavlk
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/kvdsm8
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/tk6bxh
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/thgmn2
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/6wkcev
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/lgsvdk
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/1i2c05
title: proc
DOI: 10.5281/zenodo.17578455
title: Crossref documents first indexed in the SLUB catalog in 2024

description: This data set contains the 5,344,214 Crossref works found in the source data set Documents first indexed in the SLUB catalog in 2024 (DOI: 10.5281/zenodo.16881662). The documents have been enriched with metadata from the March 2025 public data file from Crossref (DOI: 10.13003/87bfgcee6g).

Methodology

The data set was created by selecting all documents from the source data set whose id value starts with ai-49-. From this id, the base64-encoded part (originating from the Crossref URL field) was decoded to extract the Digital Object Identifier (DOI). This process generated two initial fields:



doi_str

doi_resolver_str


The extracted DOI was then used to retrieve and merge metadata from the Crossref public data file. This enrichment added the following fields:



crossref_doi_str

crossref_prefix_str

crossref_member_str

crossref_type_str

crossref_created_date

crossref_deposited_date

crossref_indexed_date

crossref_alias_str_mv

crossref_license_start_date

crossref_license_url_str

crossref_issn_isn_mv

crossref_issued_year_str


Regarding the license fields, data was only extracted if the content version was specified as vor (Version of Record). For 189 documents, the crossref_member_str field remains empty as no member information was present in the Crossref public data file. Additionally, one document (DOI: 10.4021/gr2008.11.1240) from the original source data set was excluded because no record for its DOI could be found in the Crossref public data file. Finally, two documents (DOI: 10.1007/s10660-014-9171-2 and DOI: 10.3366/arch.1999.0014) were excluded because their aliased DOIs were missing from the aliases field of the corresponding primary DOI record in the Crossref public data file, despite resolving correctly via HTTP.

All fields added during the whole process are dynamic fields according to VuFind's Solr index schema.

A key feature of this data set is the handling of DOI aliases. If an extracted DOI was found to be an alias for a different primary DOI, the enrichment was performed using the primary DOI. These documents can be identified by comparing doi_str (the original aliased DOI) and crossref_doi_str (the primary DOI). Notably, for 438 DOIs, the Crossref public data file contained records for both the aliased DOI and its primary DOI, creating two possible enrichment paths.

File Contents

The data is provided in two separate files:



Main File: A gzip-compressed, line-delimited JSON (JSONL) file containing all 5,344,214 documents. In this file, the 438 documents with special-case DOIs, as well as all other documents with aliased DOIs, are enriched using their primary DOIs.

Alias-Enriched File: A secondary gzipped JSONL file containing only those 438 documents with special-case DOIs. This file provides the alternative enrichment, where the documents are merged with the data of the aliased DOIs instead of their primary ones.
DOI: 10.13130/rd_unimi/t0kw7c/p7cujr
title: title
DOI: 10.13130/rd_unimi/t0kw7c/cp9trh
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/fqfgsa
title: cpdprg2
DOI: 10.13130/rd_unimi/t0kw7c/evqtq6
title: Avance.incl
DOI: 10.13130/rd_unimi/t0kw7c/uopnyj
title: peaklist.xml
DOI: 10.15468/dl.8w939y
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 {
 "or" : [
 "Geometry POLYGON((5.40563 47.50513,5.41472 47.50513,5.41472 47.51647,5.40563 47.51647,5.40563 47.50513))",
 "Geometry POLYGON((5.3998 47.50031,5.46981 47.50031,5.46981 47.53644,5.3998 47.53644,5.3998 47.50031))"
 ]
 },
 "OccurrenceStatus is Absent"
 ]
}

 The dataset's 6 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011999-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/t0kw7c/9hiisn
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/qqy2ev
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/uheeny
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/btntmm
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/eirovo
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/1pv2vz
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/lrjac9
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/eevms3
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/ekixgg
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/il1fgw
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/4b0gt1
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/gpmm0w
title: intrng
DOI: 10.13130/rd_unimi/t0kw7c/fvtuua
title: outd
DOI: 10.15468/dl.dbsmmz
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "Country is Germany",
 "GadmGid is one of (DEU.7_1, DEU.11_1, DEU.1_1, DEU.12_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ectobius lucidus",
 "Year 2015-2025"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012009-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/t0kw7c/texhnd
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/djj80d
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/dhppmq
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/axdwed
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/tsutim
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/3mfmrk
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/lgdcsq
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/gws4xo
title: vtc_pid_settings
DOI: 10.13130/rd_unimi/t0kw7c/qhsokb
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/wraukd
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/jyltlw
title: audita.txt
DOI: 10.13130/rd_unimi/t0kw7c/frdumk
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/ixzjx4
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/xkfhev
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/sq3w3v
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/esbm8n
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/jb98l1
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/oxjm7k
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/6adpxd
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/o0paf8
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/pyald0
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/qjet75
title: title
DOI: 10.13130/rd_unimi/t0kw7c/lglxbv
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/mruzul
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/yl6r0n
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/c6xnfi
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/gtjkbj
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/w58ul5
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/pf19gl
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/dpqg4k
title: title
DOI: 10.13130/rd_unimi/t0kw7c/duzmst
title: uxnmr.par
DOI: 10.5281/zenodo.17684187
title: Crossref documents first indexed in the SLUB catalog in 2024

description: This data set contains the 5,344,216 Crossref works found in the source data set Documents first indexed in the SLUB catalog in 2024 (DOI: 10.5281/zenodo.16881662). The documents have been enriched with metadata from the March 2025 public data file from Crossref (DOI: 10.13003/87bfgcee6g).

Methodology

The data set was created by selecting all documents from the source data set whose id value starts with ai-49-. From this id, the base64-encoded part (originating from the Crossref URL field) was decoded to extract the Digital Object Identifier (DOI). This process generated two initial fields:



doi_str

doi_resolver_str


The extracted DOI was then used to retrieve and merge metadata from the Crossref public data file. This enrichment added the following fields:



crossref_doi_str

crossref_prefix_str

crossref_member_str

crossref_type_str

crossref_created_date

crossref_deposited_date

crossref_indexed_date

crossref_alias_str_mv

crossref_license_start_date

crossref_license_url_str

crossref_isbn_isn_mv

crossref_issn_isn_mv

crossref_issued_year_str


Regarding the license fields, data was only extracted if the content version was specified as vor (Version of Record). For 189 documents, the crossref_member_str field remains empty as no member information was present in the Crossref public data file. Additionally, one document (DOI: 10.4021/gr2008.11.1240) from the original source data set was excluded because no record for its DOI could be found in the Crossref public data file. Finally, two documents (DOI: 10.1007/s10660-014-9171-2 and DOI: 10.3366/arch.1999.0014) were included manually because their aliased DOIs were missing from the aliases field of the corresponding primary DOI record in the Crossref public data file, despite resolving correctly via HTTP.

All fields added during the whole process are dynamic fields according to VuFind's Solr index schema.

A key feature of this data set is the handling of DOI aliases. If an extracted DOI was found to be an alias for a different primary DOI, the enrichment was performed using the primary DOI. These documents can be identified by comparing doi_str (the original aliased DOI) and crossref_doi_str (the primary DOI). Notably, for 438 DOIs, the Crossref public data file contained records for both the aliased DOI and its primary DOI, creating two possible enrichment paths.

File Contents

The data is provided in two separate files:



Main File: A gzip-compressed, line-delimited JSON (JSONL) file containing all 5,344,216 documents. In this file, the 438 documents with special-case DOIs, as well as all other documents with aliased DOIs, are enriched using their primary DOIs.

Alias-Enriched File: A secondary gzipped JSONL file containing only those 438 documents with special-case DOIs. This file provides the alternative enrichment, where the documents are merged with the data of the aliased DOIs instead of their primary ones.
DOI: 10.13130/rd_unimi/t0kw7c/zndvok
title: fq1list
DOI: 10.5281/zenodo.17578454
title: Crossref documents first indexed in the SLUB catalog in 2024

description: This data set contains the 5,344,216 Crossref works found in the source data set Documents first indexed in the SLUB catalog in 2024 (DOI: 10.5281/zenodo.16881662). The documents have been enriched with metadata from the March 2025 public data file from Crossref (DOI: 10.13003/87bfgcee6g).

Methodology

The data set was created by selecting all documents from the source data set whose id value starts with ai-49-. From this id, the base64-encoded part (originating from the Crossref URL field) was decoded to extract the Digital Object Identifier (DOI). This process generated two initial fields:



doi_str

doi_resolver_str


The extracted DOI was then used to retrieve and merge metadata from the Crossref public data file. This enrichment added the following fields:



crossref_doi_str

crossref_prefix_str

crossref_member_str

crossref_type_str

crossref_created_date

crossref_deposited_date

crossref_indexed_date

crossref_alias_str_mv

crossref_license_start_date

crossref_license_url_str

crossref_isbn_isn_mv

crossref_issn_isn_mv

crossref_issued_year_str


Regarding the license fields, data was only extracted if the content version was specified as vor (Version of Record). For 189 documents, the value for the crossref_member_str field was determined retrospectively as no member information was present in the Crossref public data file. Additionally, one document (DOI: 10.4021/gr2008.11.1240) from the original source data set was excluded because no record for its DOI could be found in the Crossref public data file. Finally, two documents (DOI: 10.1007/s10660-014-9171-2 and DOI: 10.3366/arch.1999.0014) were included manually because their aliased DOIs were missing from the aliases field of the corresponding primary DOI record in the Crossref public data file, despite resolving correctly via HTTP.

All fields added during the whole process are dynamic fields according to VuFind's Solr index schema.

A key feature of this data set is the handling of DOI aliases. If an extracted DOI was found to be an alias for a different primary DOI, the enrichment was performed using the primary DOI. These documents can be identified by comparing doi_str (the original aliased DOI) and crossref_doi_str (the primary DOI). Notably, for 438 DOIs, the Crossref public data file contained records for both the aliased DOI and its primary DOI, creating two possible enrichment paths.

File Contents

The data is provided in two separate files:



Main File: A gzip-compressed, line-delimited JSON (JSONL) file containing all 5,344,216 documents. In this file, the 438 documents with special-case DOIs, as well as all other documents with aliased DOIs, are enriched using their primary DOIs.

Alias-Enriched File: A secondary gzipped JSONL file containing only those 438 documents with special-case DOIs. This file provides the alternative enrichment, where the documents are merged with the data of the aliased DOIs instead of their primary ones.
DOI: 10.13130/rd_unimi/t0kw7c/bea2ds
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/xhg0y1
title: cpdprg2
DOI: 10.13130/rd_unimi/t0kw7c/surfik
title: acqu
DOI: 10.5284/1137136
title: Digital Archive from an Archaeological evaluation at The Larches, Grove Hill, Stansted, Essex, August 2024

description: This collection consists of images, reports, site record data and vector graphics from an archaeological evaluation (two trial-trenches) by Colchester Archaeological Trust. Worked occurred at The Larches, Grove Hill, Stansted, Essex, in August 2024. Despite being located close to Stansted Castle, the only features present were a post-medieval/modern quarry pit and undated gully.
DOI: 10.13130/rd_unimi/t0kw7c/jeb0pi
title: adcInfo_TRX1.xml
DOI: 10.6084/m9.figshare.30734618
title: PRISMA 2020 Checklist for “Teaching Through Chaos: Resilience and Survival of Female Educators in Refugee and Conflict-Affected Settings”

description: This item provides the completed PRISMA 2020 checklist for the narrative systematic review titled “Teaching Through Chaos: Resilience and Survival of Female Educators in Refugee and Conflict-Affected Settings.” The underlying review systematically identified and synthesized 34 primary studies and selected secondary sources from Sub-Saharan Africa, the Middle East and North Africa, and Eastern Europe. It examines how conflict and displacement affect female teachers’ mental health (e.g. PTSD, burnout, acute distress), career trajectories (salary arrears, credential loss, blocked access to CPD), and gendered vulnerabilities (GBV, unpaid caregiving), while also documenting relational and spiritual resilience and emerging support models. The PRISMA 2020 checklist details how the review addressed key items related to search strategy, study selection, data extraction, risk of bias appraisal, and narrative synthesis. The file is provided to enhance transparency and reproducibility of the review methodology.
DOI: 10.6084/m9.figshare.30734618.v1
title: PRISMA 2020 Checklist for “Teaching Through Chaos: Resilience and Survival of Female Educators in Refugee and Conflict-Affected Settings”

description: This item provides the completed PRISMA 2020 checklist for the narrative systematic review titled “Teaching Through Chaos: Resilience and Survival of Female Educators in Refugee and Conflict-Affected Settings.” The underlying review systematically identified and synthesized 34 primary studies and selected secondary sources from Sub-Saharan Africa, the Middle East and North Africa, and Eastern Europe. It examines how conflict and displacement affect female teachers’ mental health (e.g. PTSD, burnout, acute distress), career trajectories (salary arrears, credential loss, blocked access to CPD), and gendered vulnerabilities (GBV, unpaid caregiving), while also documenting relational and spiritual resilience and emerging support models. The PRISMA 2020 checklist details how the review addressed key items related to search strategy, study selection, data extraction, risk of bias appraisal, and narrative synthesis. The file is provided to enhance transparency and reproducibility of the review methodology.
DOI: 10.13130/rd_unimi/t0kw7c/2yj82o
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/gnjck3
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/rn9f9v
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/lexw37
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/gj3x94
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/mvtmqf
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/nfavpb
title: parm.txt
DOI: 10.15468/dl.j2evtc
title: Occurrence Download

description: A dataset containing 10819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((152.07789564139063 -32.76159881591363,152.07789564139063 -32.73127122705736,152.14913909838674 -32.73127122705736,152.14913909838674 -32.76159881591363,152.07789564139063 -32.76159881591363))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 10819 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012010-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/t0kw7c/a3shiq
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/c1hmqn
title: cpdprg2
DOI: 10.13130/rd_unimi/t0kw7c/jxxery
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/grpkpo
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/la0cxh
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/ahxj9l
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/fgthwz
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/uiqhmk
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/c7hix6
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/vglbjr
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/fuzqdq
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/jtpnxh
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/6k0kwf
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/ezzxmq
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/peu0hb
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/ria3yn
title: uxnmr.info
DOI: 10.5281/zenodo.17737065
title: MemBrain-seg fine-tuning dataset

description: CITATION:

When using this dataset, please cite our publication:MemBrain v2: an end-to-end tool for the analysis of membranes in cryo-electron tomographyhttps://doi.org/10.1101/2024.01.05.574336

DESCRIPTION:

Training data used for fine-tuning the MemBrain_seg model for tomograms of Thermoanaerobacter kivui. The patches were extracted from the target dataset with dimensions 160^3, at a voxel size of 7.92 Angstrom, and then rescaled to 10 Angstrom. The fine-tuning dataset contains a total of 10 image and label patches.

For more information, see our preprint and Github repositoryhttps://www.biorxiv.org/content/10.1101/2024.01.05.574336v1https://github.com/teamtomo/membrain-seg
DOI: 10.5281/zenodo.17737066
title: MemBrain-seg fine-tuning dataset

description: CITATION:

When using this dataset, please cite our publication:MemBrain v2: an end-to-end tool for the analysis of membranes in cryo-electron tomographyhttps://doi.org/10.1101/2024.01.05.574336

DESCRIPTION:

Training data used for fine-tuning the MemBrain_seg model for tomograms of Thermoanaerobacter kivui. The patches were extracted from the target dataset with dimensions 160^3, at a voxel size of 7.92 Angstrom, and then rescaled to 10 Angstrom. The fine-tuning dataset contains a total of 10 image and label patches.

For more information, see our preprint and Github repositoryhttps://www.biorxiv.org/content/10.1101/2024.01.05.574336v1https://github.com/teamtomo/membrain-seg
DOI: 10.13130/rd_unimi/t0kw7c/4o31yo
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/fxspmn
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/swzsq0
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/facskv
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/s4bizn
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/wtv90p
title: title
DOI: 10.13130/rd_unimi/t0kw7c/xyw5pz
title: audita.txt