cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc110613715
title: Persepolis Fortification Elamite Tablet 0065, PF-NN 0065

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PF-NN 0065 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on upper edge. ❧ [Physical Object Note:] Tablet broken at bottom edge, left edge and right edge.
DOI: 10.3535/tqn-b4d-t4c
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/913-tym-88v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dc4-vsl-2mz
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5qr-3vv-pj8
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nxy-k2h-wcj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5mx-nwg-46c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1xj-497-s2n
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jwm-3vd-j5t
title: Amphistegina lessonii d'Orbigny in Deshayes, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tfq-6tz-9z4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wra-6h8-d9y
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/64s-z1s-ttg
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rzw-asf-l76
title: Heterostegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5cn-c8w-31x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j27-68x-pv7
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m0f-y21-0hh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3dq-kl1-w60
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5d1-gky-6dc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a23-8zk-ltl
title: †Discocyclina dispansa (Sowerby, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a3m-3zk-46p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4km-eek-mdb
title: Bolivina punctata d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9xq-39z-rn2
title: †Miogypsina polymorpha (Rutten, 1911)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kgv-qbt-p5b
title: †Nonionella troostae (Visser, 1931)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zjb-1nn-xm5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z6k-r72-wbc
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gdm-d53-wty
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znv-xlk-c4w
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nxl-ced-506
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4eh-6qr-dfd
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cwa-4k8-2p9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rkj-6rq-yvf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s88-nyz-q5w
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8l5-7f3-xxv
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e4x-4a1-fn9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ty-qqp-j7x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ket-beb-hm9
title: Quinqueloculina oblonga (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/31m-gn8-kvq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36x-058-b6x
title: †Dromiopsis elegans Reuss, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6an-q45-awc
title: †Neorylstonia Vasseur, Boivin, Lathuilière, Lazar, Durlet, Martindale, Bodin & Elhmidi, 2019

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kdq-8n2-r4x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tn7-j81-sqq
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ts9ta4
title: Occurrence Download

description: A dataset containing 16311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arion fasciatus (Nilsson, 1823))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16311 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074322-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cebjyt
title: Occurrence Download

description: A dataset containing 3593088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-78.93891 1.48402,-79.71545 1.38117,-80.44057 0.92347,-80.17315 -0.02793,-79.98287 -0.24906,-78.82063 -0.62447,-78.1778 -0.19249,-77.75095 0.58405,-77.9978 0.91318,-78.44521 1.33488,-78.93891 1.48402))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2010-2024"
 ]
}

 The dataset includes 3593088 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074306-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jx3trn
title: Occurrence Download

description: A dataset containing 16311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arion fasciatus (Nilsson, 1823))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16311 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074323-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10041195
title: Uncertainty of EXIOBASE GHG emission acounts 2015

description: This repository contains GHG emission accounts (also referred to as GHG extensions) and their uncertainties for the year 2015 according to the country and sector resolution of the Multi-Regional Input-Output (MRIO) database EXIOBASE. 

The data is the outcome of our study published in the Journal of Earth System Science Data (ESSD): https://essd.copernicus.org/articles/16/2669/2024/essd-16-2669-2024.html

The GHG emission accounts contain production-based emissions of the three major GHGs (CO2, CH4, N2O) from 11 different categories for 163 industry sectors each in 49 countries and regions covering the entire world. They are aligned with the EXIOBASE version 3.8.2 available on Zenodo. 

All data files starting with F_ are stored in the feather format which allows sharing of data between different platforms (Python, R, C, etc.). The F_*.feather files all contain numeric matrices with 33 rows (3 GHGs x 11 categories) and 7987 columns (49 regions x 163 sectors). The columns are in the same order as the EXIOBASE v3 tables thus they can be directly used together with the EXIOBASE v3.8.2 data to calculate GHG footprints.

Content of the data files:  



samples.zip contains the 1000 Monte-Carlo samples (1000 F-matrices).

F_mean.feather: Mean over all samples.

F_cv.feather: Coefficient of Variation (CV) over all samples. CV is defined as the standard deviation divided by the mean.

F_median.feather: Median over all samples.

correlation_table.feather: A (large) table listing the Pearson correlation coefficients between each different data item of the F-samples. The columns i and j represent the sector-ID

index_rows.csv and index_cols.csv: The indices of the F_*.feather matrices (row-names and column-names, respectively). index_cols.csv can also be merged with the correlation table to find out which sectors are behind the IDs.
DOI: 10.5281/zenodo.10041196
title: Uncertainty of EXIOBASE GHG emission acounts 2015

description: This repository contains GHG emission accounts (also referred to as GHG extensions) and their uncertainties for the year 2015 according to the country and sector resolution of the Multi-Regional Input-Output (MRIO) database EXIOBASE. 

The data is the outcome of our study published in the Journal of Earth System Science Data (ESSD): https://essd.copernicus.org/articles/16/2669/2024/essd-16-2669-2024.html

The GHG emission accounts contain production-based emissions of the three major GHGs (CO2, CH4, N2O) from 11 different categories for 163 industry sectors each in 49 countries and regions covering the entire world. They are aligned with the EXIOBASE version 3.8.2 available on Zenodo. 

All data files starting with F_ are stored in the feather format which allows sharing of data between different platforms (Python, R, C, etc.). The F_*.feather files all contain numeric matrices with 33 rows (3 GHGs x 11 categories) and 7987 columns (49 regions x 163 sectors). The columns are in the same order as the EXIOBASE v3 tables thus they can be directly used together with the EXIOBASE v3.8.2 data to calculate GHG footprints.

Content of the data files:  



samples.zip contains the 1000 Monte-Carlo samples (1000 F-matrices).

F_mean.feather: Mean over all samples.

F_cv.feather: Coefficient of Variation (CV) over all samples. CV is defined as the standard deviation divided by the mean.

F_median.feather: Median over all samples.

correlation_table.feather: A (large) table listing the Pearson correlation coefficients between each different data item of the F-samples. The columns i and j represent the sector-ID

index_rows.csv and index_cols.csv: The indices of the F_*.feather matrices (row-names and column-names, respectively). index_cols.csv can also be merged with the correlation table to find out which sectors are behind the IDs.
DOI: 10.15468/dl.rxdqjc
title: Occurrence Download

description: A dataset containing 174904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, Svalbard and Jan Mayen, Norway, Sweden, Finland, Estonia, Latvia, Denmark, Portugal, Spain, France, Germany, Netherlands, Switzerland, Austria, Italy, Greece, Türkiye, Russian Federation, Belarus, Ukraine, Poland, Czechia, Slovakia, Hungary, Romania, Bulgaria, Albania, Serbia, Slovenia, Bosnia and Herzegovina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Milium effusum L."
 ]
}

 The dataset includes 174904 records from 948 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074288-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdp5jy
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Geometry POLYGON((1.85786 41.5613,2.04536 41.5613,2.04536 41.70843,1.85786 41.70843,1.85786 41.5613))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Silene viridiflora L."
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074325-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vv7t5
title: Occurrence Download

description: A dataset containing 25478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arion rufus (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25478 records from 590 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074324-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15427947
title: Telegram Public Channels [Politics; News & Media - English language]

description: Lists of public Telegram channels in Politics and News/Media categories (English language).
DOI: 10.5281/zenodo.15427948
title: Telegram Public Channels [Politics; News & Media - English language]

description: Lists of public Telegram channels in Politics and News/Media categories (English language).
DOI: 10.15468/dl.qq4jrc
title: Occurrence Download

description: A dataset containing 874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is Micropterus salmoides (Lacepède, 1802)"
 ]
}

 The dataset includes 874 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000726-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxfg3q
title: Occurrence Download

description: A dataset containing 646811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Euonymus L."
 ]
}

 The dataset includes 646811 records from 2543 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000718-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suj6jz
title: Occurrence Download

description: A dataset containing 37077685 species occurrences available in GBIF matching the query:
{
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 37077685 records from 4764 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008257-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17356575
title: Experiments MFS - Wave calibration
DOI: 10.21334/npolar.2008.3682182c
title: GPS profile Troll Station - South Pole (IPY 2007-2009)
DOI: 10.15468/dl.gr6a9z
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphanochaete repens"
 ]
}

 The dataset includes 228 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023609-251009101135966/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.28540657
title: Attitudes of University Students Toward Statistics as a Pathway to Data Literacy: A Meta-Analysis

description: We conducted a meta-analysis of 29 primary studies indexed in the Web of Science, Scopus, and Education Resources Information Center databases up to 2023 to investigate the attitudes of university students regarding basic training in statistics. We considered data collected through Survey of Attitudes toward Statistics (SATS) questionnaires, specifically its 36-item and 28-item versions. To measure the effect size, we considered standardized pre- and post-test differences. Intrinsic and extrinsic moderating variables such as region, discipline, educational level, learning methodology, code-based software practice (RStudio), and source were also analyzed. In doing so, we explain the observed heterogeneity and possible publication bias. Our findings reveal slight mean effect sizes with significant but variable changes. This suggests that the instruction received does not lead to substantial changes in the attitudes declared at the beginning of such training courses. Differences were observed, depending on the region, discipline, and inclusion of RStudio practice. Improving students’ attitudes on mastering statistics is crucial for the development of data literacy competencies. Therefore, specific instruments to address the training and evaluation of students in the critical interpretation of data and their widespread use are becoming increasingly necessary.
DOI: 10.6084/m9.figshare.28574606
title: An Integrated GMM Shrinkage Approach with Consistent Moment Selection from Multiple External Sources

description: Interest has grown in analyzing primary internal data by using some independent external aggregated statistics for efficiency gain. However, when population heterogeneity exists, inappropriate incorporation may lead to a biased estimator. With multiple external sources under generalized estimation equations and possibly heterogeneous populations, we propose an integrated generalized moment method that can perform a data-driven selection of valid moment equations from external sources and make efficient parameter estimation simultaneously. Moment equation selection consistency and asymptotic normality are established for the proposed estimator. Further, when the sample sizes of all external sources are large compared to the internal sample size, asymptotically the proposed estimator is more efficient than the estimator based on the internal data only and is oracle-efficient in the sense that it is as efficient as the oracle estimator based on all valid moment equations. Simulation studies confirm the theoretical results and the efficiency of the proposed method empirically. An example is also included for illustration. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.28574606.v1
title: An Integrated GMM Shrinkage Approach with Consistent Moment Selection from Multiple External Sources

description: Interest has grown in analyzing primary internal data by using some independent external aggregated statistics for efficiency gain. However, when population heterogeneity exists, inappropriate incorporation may lead to a biased estimator. With multiple external sources under generalized estimation equations and possibly heterogeneous populations, we propose an integrated generalized moment method that can perform a data-driven selection of valid moment equations from external sources and make efficient parameter estimation simultaneously. Moment equation selection consistency and asymptotic normality are established for the proposed estimator. Further, when the sample sizes of all external sources are large compared to the internal sample size, asymptotically the proposed estimator is more efficient than the estimator based on the internal data only and is oracle-efficient in the sense that it is as efficient as the oracle estimator based on all valid moment equations. Simulation studies confirm the theoretical results and the efficiency of the proposed method empirically. An example is also included for illustration. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.28540657.v2
title: Attitudes of University Students Toward Statistics as a Pathway to Data Literacy: A Meta-Analysis

description: We conducted a meta-analysis of 29 primary studies indexed in the Web of Science, Scopus, and Education Resources Information Center databases up to 2023 to investigate the attitudes of university students regarding basic training in statistics. We considered data collected through Survey of Attitudes toward Statistics (SATS) questionnaires, specifically its 36-item and 28-item versions. To measure the effect size, we considered standardized pre- and post-test differences. Intrinsic and extrinsic moderating variables such as region, discipline, educational level, learning methodology, code-based software practice (RStudio), and source were also analyzed. In doing so, we explain the observed heterogeneity and possible publication bias. Our findings reveal slight mean effect sizes with significant but variable changes. This suggests that the instruction received does not lead to substantial changes in the attitudes declared at the beginning of such training courses. Differences were observed, depending on the region, discipline, and inclusion of RStudio practice. Improving students’ attitudes on mastering statistics is crucial for the development of data literacy competencies. Therefore, specific instruments to address the training and evaluation of students in the critical interpretation of data and their widespread use are becoming increasingly necessary.
DOI: 10.15468/dl.eolf6b
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071185-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/lhs7t2
title: FT-IR.pdf

description: :unav
DOI: 10.25824/redu/ixtbuh
title: Rheology_Flow curves.pdf

description: :unav
DOI: 10.25824/redu/n6undd
title: Rheology_Frequency sweep.pdf

description: :unav
DOI: 10.25824/redu/adggwz
title: Solubility.pdf

description: :unav
DOI: 10.25824/redu/aprkrn
title: Energy calculations for ultrasound and heat treatment.pdf

description: :unav
DOI: 10.25824/redu/hxnknv
title: Rheology_Herschel-Bulkley model fitted to the data.pdf

description: :unav