cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/f40c60ce-03d1-44ac-a9c2-9066de7027b1
title: Data underlying the publication: Annulitubus fernandesi sp. n., a new Devonian Annelida tube worm (Pimenteira Formation, Parnaíba Basin, Brazil)

description: <strong>Electronic supplementary data</strong>. X-Ray microtomogaphy data and three-dimensional model animation of the Polichaete fossil from Brazil Devonian. The fossils are preserved in situ within the rocks of the Pimenteira Formation, northeastern Brazil. The sample are in the Paleoinvertebrate collection of the Museu Nacional, Universidade Federal do Rio de Janeiro.
DOI: 10.4121/f40c60ce-03d1-44ac-a9c2-9066de7027b1.v1
title: Data underlying the publication: Annulitubus fernandesi sp. n., a new Devonian Annelida tube worm (Pimenteira Formation, Parnaíba Basin, Brazil)

description: <strong>Electronic supplementary data</strong>. X-Ray microtomogaphy data and three-dimensional model animation of the Polichaete fossil from Brazil Devonian. The fossils are preserved in situ within the rocks of the Pimenteira Formation, northeastern Brazil. The sample are in the Paleoinvertebrate collection of the Museu Nacional, Universidade Federal do Rio de Janeiro.
DOI: 10.15468/dl.k5arr3
title: Occurrence Download

description: A dataset containing 2246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "Geometry POLYGON((4.40675 50.42303,4.39708 50.42239,4.38989 50.4197,4.38795 50.41471,4.38924 50.40923,4.39284 50.40574,4.40197 50.40429,4.41652 50.40462,4.42812 50.40639,4.4322 50.41058,4.43246 50.41568,4.42978 50.41922,4.40675 50.42303))",
 "OccurrenceStatus is Present",
 "Year 2009-2024"
 ]
}

 The dataset includes 2246 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073569-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12678718
title: Reproduction Package for Submission `A Literature Review on Verification and Abstraction of Neural Networks'

description: This artifact contains the aggregated data for the article "A Literature Review on Verification and Abstraction of Neural Networks".


The artifact contains the following data files:


|-- phase-1_search-space.csv

|-- phase-2-3_process-title-abstract.csv

|-- review_sheet.csv


Search space for literature review

The file phase-1_search-space.csv contains the metadata of the papers published in our considered conferences during the observed years.


Filtering process

In the file phase-2-3_process-title-abstract.csv, we include the files that contain our expected keywords.

Depending on whether we decided to include the paper in our survey after reading the title and the abstract, we marked each of the papers with `accept` or `decline`.


Review sheet

The file review_sheet.csv contains metadata describing our reviews for each of the publications.

It holds information on our final review of each paper, including the group we assigned it to and the reasons for its exclusion.


Generating numbers

The following commands can be executed to reproduce the numbers used in our literature review.


# Change directory to the directory containing the CSV files of this artifact.


# Number of papers in our search space.

cat phase-1_search-space.csv | tail -n +2 | wc -l


# Number of papers after keyword search.

cat phase-2-3_process-title-abstract.csv | tail -n +2 | wc -l


# Number of papers that are excluded based on abstracts and titles.

cut -f9 phase-2-3_process-title-abstract.csv | tail -n +2 | sort | uniq -c


# Number of papers in different classes.

cut -f7 review_sheet.csv | tail -n +2 | sort | uniq -c
DOI: 10.5281/zenodo.12678719
title: Reproduction Package for Submission `A Literature Review on Verification and Abstraction of Neural Networks'

description: This artifact contains the aggregated data for the article "A Literature Review on Verification and Abstraction of Neural Networks".


The artifact contains the following data files:


|-- phase-1_search-space.csv

|-- phase-2-3_process-title-abstract.csv

|-- review_sheet.csv


Search space for literature review

The file phase-1_search-space.csv contains the metadata of the papers published in our considered conferences during the observed years.


Filtering process

In the file phase-2-3_process-title-abstract.csv, we include the files that contain our expected keywords.

Depending on whether we decided to include the paper in our survey after reading the title and the abstract, we marked each of the papers with `accept` or `decline`.


Review sheet

The file review_sheet.csv contains metadata describing our reviews for each of the publications.

It holds information on our final review of each paper, including the group we assigned it to and the reasons for its exclusion.


Generating numbers

The following commands can be executed to reproduce the numbers used in our literature review.


# Change directory to the directory containing the CSV files of this artifact.


# Number of papers in our search space.

cat phase-1_search-space.csv | tail -n +2 | wc -l


# Number of papers after keyword search.

cat phase-2-3_process-title-abstract.csv | tail -n +2 | wc -l


# Number of papers that are excluded based on abstracts and titles.

cut -f9 phase-2-3_process-title-abstract.csv | tail -n +2 | sort | uniq -c


# Number of papers in different classes.

cut -f7 review_sheet.csv | tail -n +2 | sort | uniq -c
DOI: 10.5281/zenodo.13341015
title: Reproduction Package for Submission `A Literature Review on Verification and Abstraction of Neural Networks'

description: This artifact contains the aggregated data for the article "A Literature Review on Verification and Abstraction of Neural Networks".


The artifact contains the following data files:


|-- phase-1_search-space.csv

|-- phase-2-3_process-title-abstract.csv

|-- review_sheet.csv


Search space for literature review

The file phase-1_search-space.csv contains the metadata of the papers published in our considered conferences during the observed years.


Filtering process

In the file phase-2-3_process-title-abstract.csv, we include the files that contain our expected keywords.

Depending on whether we decided to include the paper in our survey after reading the title and the abstract, we marked each of the papers with `accept` or `decline`.


Review sheet

The file review_sheet.csv contains metadata describing our reviews for each of the publications.

It holds information on our final review of each paper, including the group we assigned it to and the reasons for its exclusion.


Generating numbers

The following commands can be executed to reproduce the numbers used in our literature review.


# Change directory to the directory containing the CSV files of this artifact.


# Number of papers in our search space.

cat phase-1_search-space.csv | tail -n +2 | wc -l


# Number of papers after keyword search.

cat phase-2-3_process-title-abstract.csv | tail -n +2 | wc -l


# Number of papers that are excluded based on abstracts and titles.

cut -f9 phase-2-3_process-title-abstract.csv | tail -n +2 | sort | uniq -c


# Number of papers in different classes.

cut -f7 review_sheet.csv | tail -n +2 | sort | uniq -c
DOI: 10.15468/dl.hjfekn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.380731 -34.603803, 148.380731 -34.606049, 148.382977 -34.606049, 148.382977 -34.603803, 148.380731 -34.603803))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073570-240626123714530/datasets/export for details.
DOI: 10.15468/dl.ne99sv
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((82.97184 -10.10660,136.02816 -10.10660,136.02816 11.10660,82.97184 11.10660,82.97184 -10.10660))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eusideroxylon zwageri Teijsm. & Binn."
 ]
}

 The dataset includes 271 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073571-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puufze
title: Occurrence Download

description: A dataset containing 84741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)",
 "Year is greater than or equal to 2022",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 84741 records from 562 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073568-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/4673-f115
title: Hydrogeochemistry of the Cobar Region - data release

description: This data was collected in collaboration with the GSNSW to help define new areas for potential mineral exploration based on groundwater chemistry
DOI: 10.15468/dl.p2qpsz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((149.784355 -34.601557, 149.784355 -34.606049, 149.786601 -34.606049, 149.786601 -34.601557, 149.784355 -34.601557)), ((149.786601 -34.606049, 149.786601 -34.608295, 149.791093 -34.608295, 149.791093 -34.606049, 149.786601 -34.606049)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073573-240626123714530/datasets/export for details.
DOI: 10.25919/w0ea-fx09
title: Hydrogeochemistry of the Forbes region, NSW - Data release

description: This data was collected in collaboration with the GSNSW to help define new areas for potential mineral exploration based on groundwater chemistry
DOI: 10.5284/1120960
title: Data from an Archaeological Evaluation at Heaton Lane, Stockport, June 2020

description: This digital archive comprises images, gis, cad, database, spreadsheet, report and site record data from an archaeological evaluation comprising the excavation of three trenches and an open area excavation in advance of the re-development of a car park at Heaton Lane, Stockport. The evaluation was undertaken by Wessex Archaeology in June 2020.
DOI: 10.6084/m9.figshare.26778301
title: Short-term memory errors are strongly associated with a drift in neural activity in the posterior parietal cortex

description: This dataset and analysis provide a comprehensive examination of the neural mechanisms that contribute to short-term memory (STM) errors, with a focus on the posterior parietal cortex (PPC). Understanding these errors is critical for advancing our knowledge of cognitive processes and for developing interventions for neuropsychiatric disorders characterized by memory deficits.In this study, we utilized 2-photon calcium imaging to monitor neural activity in the PPC of mice during a delayed match-to-sample task. Our findings reveal that STM errors are not primarily caused by mis-encoding sensory information during the initial sample phase. Instead, these errors are more closely associated with a drift in neural activity during the delay period, which leads to incorrect behavioral responses. This drift highlights the importance of maintaining stable neural representations in the PPC for accurate STM performance.Our data suggest that interventions aimed at stabilizing PPC activity during delay periods may help mitigate cognitive impairments in disorders such as schizophrenia, where STM deficits are prevalent. This dataset is a valuable resource for researchers investigating the neural basis of memory and the potential therapeutic targets for cognitive enhancement.
DOI: 10.6084/m9.figshare.26778301.v1
title: Short-term memory errors are strongly associated with a drift in neural activity in the posterior parietal cortex

description: This dataset and analysis provide a comprehensive examination of the neural mechanisms that contribute to short-term memory (STM) errors, with a focus on the posterior parietal cortex (PPC). Understanding these errors is critical for advancing our knowledge of cognitive processes and for developing interventions for neuropsychiatric disorders characterized by memory deficits.In this study, we utilized 2-photon calcium imaging to monitor neural activity in the PPC of mice during a delayed match-to-sample task. Our findings reveal that STM errors are not primarily caused by mis-encoding sensory information during the initial sample phase. Instead, these errors are more closely associated with a drift in neural activity during the delay period, which leads to incorrect behavioral responses. This drift highlights the importance of maintaining stable neural representations in the PPC for accurate STM performance.Our data suggest that interventions aimed at stabilizing PPC activity during delay periods may help mitigate cognitive impairments in disorders such as schizophrenia, where STM deficits are prevalent. This dataset is a valuable resource for researchers investigating the neural basis of memory and the potential therapeutic targets for cognitive enhancement.
DOI: 10.15468/dl.zpzrnh
title: Occurrence Download

description: A dataset containing 48200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)",
 "Year is greater than 2022",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 48200 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073574-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zg3dc5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.248229 -34.606049, 148.248229 -34.61054, 148.25272 -34.61054, 148.25272 -34.608295, 148.257212 -34.608295, 148.257212 -34.606049, 148.248229 -34.606049))"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073575-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/8xvvxg
title: Brassica-napus_leaf-cross-section_scans.zip

description: Scans images. Unzipped folder containing .dat files can be read with CaseViewer (Version used: 2.4.0.119028, 3DHISTECH). New images files (.mxrs) are automatically generated upon the opening of each folder with CaseViewer.
DOI: 10.57745/ctyivs
title: Brassica-napus_leaf-cross-section_dataset.tab

description: Dataset including the measured area (µm²) of : - 54 leaf cross sections (865µm analysed length) - 291 delimited surface from palisade, spongy and vessels tissues. - 11.136 individualy delimited cells from palisade or spongy parenchyma.
DOI: 10.57745/v6zgnm
title: README.txt

description: :unav
DOI: 10.57745/zzmb98
title: Brassica-napus_leaf-cross-section_metadata.tab

description: Metadata for scans images in 
Brassica-napus_leaf-cross-section_scans.zip.
DOI: 10.15468/dl.6r4wpm
title: Occurrence Download

description: A dataset containing 62394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)",
 "Year is less than 2000",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 62394 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073576-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37wq6p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.272932 -34.606049, 148.272932 -34.612786, 148.275178 -34.612786, 148.275178 -34.606049, 148.272932 -34.606049))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073577-240626123714530/datasets/export for details.
DOI: 10.15468/dl.exkpuw
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "TaxonKey is Xylia africana Harms"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073578-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8167591
title: S&P500 Mean Correlation Time Series (1992-2012)

description: Time Series of the S&P 500 mean market correlations evaluated in windows of length T trading days.



	
the used companies for the correlations are given as tickers in the file Companies_Tickers.txt
	
Financial_Time_Series_Centered_Interval.csv uses correlations calculated over a window of T = 42 trading days and the window is shfited by 1 trading day
	
Financial_Time_Series_Centered_Interval__weekly.csv uses windows of T = 5 trading days (i.e. one trading week) and shifts the window by 5 days for each new interval (i.e. disjoint intervals)



Data is gathered via yfinance in Python and spans the whole time from 1.1.1992 to 31.12.2012
DOI: 10.5281/zenodo.8167592
title: S&P500 Mean Correlation Time Series (1992-2012)

description: Time Series of the S&P 500 mean market correlations evaluated in windows of length T trading days.



	
the used companies for the correlations are given as tickers in the file Companies_Tickers.txt
	
Financial_Time_Series_Centered_Interval.csv uses correlations calculated over a window of T = 42 trading days and the window is shfited by 1 trading day
	
Financial_Time_Series_Centered_Interval__weekly.csv uses windows of T = 5 trading days (i.e. one trading week) and shifts the window by 5 days for each new interval (i.e. disjoint intervals)



Data is gathered via yfinance in Python and spans the whole time from 1.1.1992 to 31.12.2012
DOI: 10.15468/dl.fb69b4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron joniense Ching & H.P.Yang"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073579-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdcfy2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.621031 -34.606049, 148.621031 -34.61054, 148.625523 -34.61054, 148.625523 -34.606049, 148.621031 -34.606049))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073580-240626123714530/datasets/export for details.
DOI: 10.15468/dl.qb5cru
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.036504 -34.608295, 149.036504 -34.612786, 149.040996 -34.612786, 149.040996 -34.608295, 149.036504 -34.608295))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073581-240626123714530/datasets/export for details.
DOI: 10.15468/dl.dyz35u
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "TaxonKey is Vismia pauciflora Milne-Redh."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073582-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9n2qmq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.77088 -34.608295, 149.77088 -34.621769, 149.773126 -34.621769, 149.773126 -34.624015, 149.777618 -34.624015, 149.777618 -34.612786, 149.773126 -34.612786, 149.773126 -34.608295, 149.77088 -34.608295))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073583-240626123714530/datasets/export for details.
DOI: 10.15468/dl.nss59y
title: Occurrence Download

description: A dataset containing 34017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((117.94955 24.39923,118.28176 24.39923,118.28176 24.70609,117.94955 24.70609,117.94955 24.39923))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34017 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073584-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cbskd
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données naturalistes (Rhopalocères et Zygènes) de Jude LOCK (indépendant)"
 ]
}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024500-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcjoga
title: Occurrence Download

description: A dataset containing 94768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Hymenoptera"
 ]
}

 The dataset includes 94768 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013093-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fdtmv
title: Occurrence Download

description: A dataset containing 61673390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "StateProvince is Texas"
 ]
}

 The dataset includes 61673390 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059346-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9pbuy
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Zelkova abelicea (Lam.) Boiss."
 ]
}

 The dataset includes 39 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120165-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.