cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30328084.v1
title: GeoChip data from depth-stratified soil samples across 9-year winter warming plots at CiPEHR site

description: Arctic permafrost stores nearly half of global soil carbon. Thawing releases CO₂ and CH₄, with CH₄ having higher warming potential—making their relative temperature sensitivity (EM/C) critical for feedback projections. A nine-year winter warming experiment (+0.8–1.2°C) in Alaska revealed that even slight warming shifted EM/C from negative to positive, increasing CH₄ emissions by 62%. This shift was driven primarily by microbial changes in the permafrost-active layer transition zone (35–55 cm), where methanogens increased and methanotrophs decreased, identifying a "methane amplification hotspot." These results underscore the need to integrate depth-resolved microbial dynamics into models to improve predictions of permafrost-carbon feedback.
DOI: 10.15468/dl.axkwv9
title: Occurrence Download

description: A dataset containing 703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trifolium pallidum, Trifolium pallidum, Trifolium pallidum, Trifolium pallidum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 703 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004722-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr06635.v1
title: American Citizen Participation Study, 1990
title: Version 1

description: This study was designed to examine political and 
 nonpolitical civic participation in the United States. Respondents were 
 asked to comment on various topics, including their interest in 
 politics and their party identification, voting status, and activity in 
 community politics. In addition, respondents were asked about their 
 campaign activities, including the kind of work they had done, and how 
 much money and time they had contributed to campaigns for various 
 elections. Respondents also provided information about their own 
 personal experiences with government programs, as well as their 
 opinions on national and social problems in the United States and why 
 people in the United States aren't more active in politics. Demographic 
 variables measured in this study include respondent's educational 
 background, occupation, church activity and religious affiliation, race 
and ethnicity, age, gender, and union membership.
description: Clustered and stratified probability sample.
description: Datasets: 
DS0: Study-Level Files
DS1: Raw Data File
DS2: Frequencies
DS3: SAS Data Definition Statements
DS4: SPSS Export File
description: Adults 18 years and older in the United States.
DOI: 10.26030/9sfd-3h07
title: Plant Gravity Perception: Pilot (PGP Pilot)

description: This study examined tissue-specific early transcriptional responses upon reorientation in wild type and starchless pgm-1 mutant seedlings of Arabidopsis. Seedlings were grown in vertical Petri dishes for four days. Treatment samples were reoriented 90 degrees for ten minutes while control plants remained vertical. All seedlings were flash frozen in liquid nitrogen and RNA was extracted from root tips, mature root, hypocotyl, and cotyledon fractions of the seedlings. RNA was sequenced via NovaSeq.
DOI: 10.6084/m9.figshare.28184252
title: <b>Surface Water Quality Index</b><b> (WQI) </b><b>Forecasting</b><b> Dataset</b>

description: The dataset used in this study comprises 7,790 rows of daily water quality readings collected over 15 years (2007–2023) from Cork Harbour, Ireland. Cork Harbour, located at approximately 51.8410° N latitude and -8.2940° W longitude, is a large natural harbor influenced by both river and coastal factors, making it an important site for environmental monitoring and water quality assessment. The dataset includes measurements for 11 water quality parameters: Alkalinity, Ammonia, Biochemical Oxygen Demand, Chloride, Conductivity, Dissolved Oxygen, Orthophosphate, pH, Temperature, Total Hardness, and True Colour. These parameters provide comprehensive insights into water quality trends and variability in the region. This dataset is collected from the Environmental Open Data Portal (EPA), Ireland, the dataset is presented in a structured format and offers a valuable resource for developing and evaluating machine learning and deep learning models for Surface Water Quality Index (WQI) forecasting.
DOI: 10.5281/zenodo.13885779
title: An Approach to Assess Robustness of MQTT-based IoT Systems - Supplementary Material
DOI: 10.5281/zenodo.13885780
title: An Approach to Assess Robustness of MQTT-based IoT Systems - Supplementary Material
DOI: 10.5281/zenodo.15006911
title: An Approach to Assess Robustness of MQTT-based IoT Systems - Supplementary Material
DOI: 10.5281/zenodo.15006916
title: An Approach to Assess Robustness of MQTT-based IoT Systems - Supplementary Material
DOI: 10.5281/zenodo.15046448
title: An Approach to Assess Robustness of MQTT-based IoT Systems - Supplementary Material
DOI: 10.5281/zenodo.15051044
title: An Approach to Assess Robustness of MQTT-based IoT Systems - Supplementary Material
DOI: 10.5281/zenodo.15052905
title: An Approach to Assess Robustness of MQTT-based IoT Systems - Supplementary Material
DOI: 10.5281/zenodo.15052464
title: Data folder supplementary to "An entropic measure of diverse specialisation highlights multifunctional neurons in annotated connectomes"

description: Please refer to this github repository containing more information on the data and analysis.
DOI: 10.5281/zenodo.15052465
title: Data folder supplementary to "An entropic measure of diverse specialisation highlights multifunctional neurons in annotated connectomes"

description: Please refer to this github repository containing more information on the data and analysis.
DOI: 10.5281/zenodo.15046812
title: ARCO Bed Dataset

description: This dataset contains the data collected by a set of three FSR (Force Sensitive Resistors) SF15-600 sensors, each 60 cm long, placed under the bed.

Specifically, the dataset is divided into three parts:





Isolated Movements: This consists of a set of sequences performed by a specific user, stored in separate files. The filename describes the activity, indicating the initial and final posture or movement performed by the volunteer.




Older Adults Test: This includes two CSV files that reflect how an older adult gets into and out of bed. This is relevant because older individuals tend to perform these activities more slowly and carefully.




Users Movement: Finally, this folder contains a set of CSV files. Each file corresponds to a specific person and records the data as they transition through all possible bed positions, which are as follows:



No presence in bed

Sitting right

Lying middle

Lying right

Lying left

Sitting left

No presence




All CSV files consist of three columns:



Timestamp: The moment when the data was recorded

Left: The value obtained from the left sensor under the bed

Middle: The value obtained from the middle sensor under the bed

Right: The value obtained from the right sensor under the bed


The sensor values are stored based on the analog voltage readings obtained from the ESP32 processor used for data collection. These sensors are connected using a voltage divider with a 10k-ohm resistor.
DOI: 10.5281/zenodo.15046813
title: ARCO Bed Dataset

description: This dataset contains the data collected by a set of three FSR (Force Sensitive Resistors) SF15-600 sensors, each 60 cm long, placed under the bed.

Specifically, the dataset is divided into three parts:





Isolated Movements: This consists of a set of sequences performed by a specific user, stored in separate files. The filename describes the activity, indicating the initial and final posture or movement performed by the volunteer.




Older Adults Test: This includes two CSV files that reflect how an older adult gets into and out of bed. This is relevant because older individuals tend to perform these activities more slowly and carefully.




Users Movement: Finally, this folder contains a set of CSV files. Each file corresponds to a specific person and records the data as they transition through all possible bed positions, which are as follows:



No presence in bed

Sitting right

Lying middle

Lying right

Lying left

Sitting left

No presence




All CSV files consist of three columns:



Timestamp: The moment when the data was recorded

Left: The value obtained from the left sensor under the bed

Middle: The value obtained from the middle sensor under the bed

Right: The value obtained from the right sensor under the bed


The sensor values are stored based on the analog voltage readings obtained from the ESP32 processor used for data collection. These sensors are connected using a voltage divider with a 10k-ohm resistor.
DOI: 10.15468/dl.ecqhvx
title: Occurrence Download

description: A dataset containing 9891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ateles É.Geoffroy Saint-Hilaire, 1806"
 ]
}

 The dataset includes 9891 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017355-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7gxyh
title: Occurrence Download

description: A dataset containing 768404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-19.49114 28.78268,37.82054 28.78268,37.82054 60.5398,-19.49114 60.5398,-19.49114 28.78268))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bufonidae"
 ]
}

 The dataset includes 768404 records from 3524 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017344-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111128283
title: 4Q(?)Deut2 (Deut 32.5-9), DSS F.109

description: [Text Description:] Five lines from Deuteronomy ❧ [Text or Publication Number Note:] DSS F.109; DSS F.Deut6; Schoyen MS 5214/2 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 3.8x3.8cm; medium brown, flaking of upper layer ❧ [Physical Object Note:] Remains of 5 lines, right margin, line spacing 6.5-7mm
DOI: 10.15468/dl.qwjv8a
title: Occurrence Download

description: A dataset containing 8703 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex tereticaulis F.Muell."
 ]
}

 The dataset includes 8703 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124908-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26300/985b-8j02
title: Data documentation for Implications of using administrative healthcare data to identify risk of motor vehicle crash-related injury: the importance of distinguishing crash from crash-related injury
DOI: 10.15468/dl.ddp5kd
title: Occurrence Download

description: A dataset containing 4867 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andropogon gerardii Vitman"
 ]
}

 The dataset includes 4867 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011072-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja6rrw
title: Occurrence Download

description: A dataset containing 2888 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epinephelus marginatus (Lowe, 1834)"
 ]
}

 The dataset includes 2888 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005859-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111300450
title: Sinai Syriac 30: Old Syriac Gospels, Sinai Syriac 30: Old Sinai Syriac Gospels; Syr s, Syrus Sinaiticus

description: [Text Description:] One of two copies of the old Syriac translation pre-dating the standard Syriac version. Includes a nearly complete text of Matthew, Mark, Luke and John. ❧ [Text or Publication Number Note:] Sinai Syriac 30: Old Sinai Syriac Gospels; Syr s ❧ [Medium:] Parchment ❧ [Script Note:] Syriac: Estrangela ❧ [Physical Object Description:] Palimpsest, with overtext written in Syriac, undertext in Syriac or Greek. Ink on overtext is black, ink on undertext has oxidized to faded brown. ❧ [Physical Object Note:] Many of the pages show some water damage. ❧ [Physical Object Note:] Back cover is still extant, shows evidence of roughly stitched repair. ❧
DOI: 10.15468/dl.5gt5pc
title: Occurrence Download

description: A dataset containing 3044 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bipes biporus (Cope, 1894)"
 ]
}

 The dataset includes 3044 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003186-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5j8wn
title: Occurrence Download

description: A dataset containing 2522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macropus agilis (Gould, 1841)",
 "Year 1970-2000"
 ]
}

 The dataset includes 2522 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129770-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111128193
title: 4Q(?)Deut2 (Deut 32.5-9), DSS F.109

description: [Text Description:] Five lines from Deuteronomy ❧ [Text or Publication Number Note:] DSS F.109; DSS F.Deut6; Schoyen MS 5214/2 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 3.8x3.8cm; medium brown, flaking of upper layer ❧ [Physical Object Note:] Remains of 5 lines, right margin, line spacing 6.5-7mm
DOI: 10.15468/dl.f71trw
title: Occurrence Download

description: A dataset containing 547 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Theobroma grandiflorum (Willd. ex Spreng.) Schum."
 ]
}

 The dataset includes 547 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009664-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111129087
title: 4Q(?)Kgs (1 Kgs 16.23-26), DSS F.115

description: [Text Description:] Remains of four lines from 1 Kings ❧ [Text or Publication Number Note:] DSS F.115; DSS F.Kings1; Schoyen MS 5440 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 2.7x3.1cm, thickness .61±.1mm; very dark brown ❧ [Physical Object Note:] Remains of four lines; line spacing 7mm
DOI: 10.15468/dl.lned8h
title: Occurrence Download

description: A dataset containing 14467 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis carolinensis Voigt, 1832"
 ]
}

 The dataset includes 14467 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011037-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4gtqv
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hemipsilichthys Eigenmann & Eigenmann, 1889"
 ]
}

 The dataset includes 110 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129779-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nuhcrv
title: Occurrence Download

description: A dataset containing 16951 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scomberomorus cavalla (Cuvier, 1829)"
 ]
}

 The dataset includes 16951 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005868-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111302672
title: Deuteronomy 9-10

description: [Text Description:] Fragment of Deuteronomy 9:25-10:1 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.bwfpu7
title: Occurrence Download

description: A dataset containing 133754 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 133754 records from 591 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005886-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7p5x2
title: Occurrence Download

description: A dataset containing 30105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Betulaceae)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30105 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124936-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111128845
title: 4Q(?)Kgs (1 Kgs 16.23-26), DSS F.115

description: [Text Description:] Remains of four lines from 1 Kings ❧ [Text or Publication Number Note:] DSS F.115; DSS F.Kings1; Schoyen MS 5440 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 2.7x3.1cm, thickness .61±.1mm; very dark brown ❧ [Physical Object Note:] Remains of four lines; line spacing 7mm
DOI: 10.15468/dl.5rvyms
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoxytenanthera Soderstr. & R.P.Ellis"
 ]
}

 The dataset includes 62 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003425-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsf6ln
title: Occurrence Download

description: A dataset containing 464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conepatus leuconotus (Lichtenstein, 1832)",
 "Country is Mexico"
 ]
}

 The dataset includes 464 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005965-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111128949
title: 4Q(?)Kgs (1 Kgs 16.23-26), DSS F.115

description: [Text Description:] Remains of four lines from 1 Kings ❧ [Text or Publication Number Note:] DSS F.115; DSS F.Kings1; Schoyen MS 5440 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 2.7x3.1cm, thickness .61±.1mm; very dark brown ❧ [Physical Object Note:] Remains of four lines; line spacing 7mm
DOI: 10.15468/dl.j0duh1
title: Occurrence Download

description: A dataset containing 15325 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Seriola lalandi Valenciennes, 1833"
 ]
}

 The dataset includes 15325 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005869-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ku93xc
title: Occurrence Download

description: A dataset listing the 135 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (BRA, BRA.25_1)",
 "TaxonKey is Aristolochia L."
 ]
}

 The dataset's 135 records were derived from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043510-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mlnf3z
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zinowiewia concinna Lundell",
 "Country is Mexico"
 ]
}

 The dataset includes 45 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008067-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111128974
title: 4Q(?)Kgs (1 Kgs 16.23-26), DSS F.115

description: [Text Description:] Remains of four lines from 1 Kings ❧ [Text or Publication Number Note:] DSS F.115; DSS F.Kings1; Schoyen MS 5440 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 2.7x3.1cm, thickness .61±.1mm; very dark brown ❧ [Physical Object Note:] Remains of four lines; line spacing 7mm
DOI: 10.15468/dl.whwbls
title: Occurrence Download

description: A dataset containing 3537 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis florea Fabricius, 1787"
 ]
}

 The dataset includes 3537 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005878-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyg299
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-25.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Clidemia hirta (L.) D.Don"
 ]
}

 The dataset includes 107 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129815-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111322034
title: Cuneiform Tablet 000229, CUN.000229

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions 000229 ❧ [Text or Publication Number Note:] CUN.000229 ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.wy3njq
title: Occurrence Download

description: A dataset containing 744 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Astragalus missouriensis Nutt.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 744 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012729-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.