cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14765080
title: Climate Change Hashtags and Keywords on Twitter: A Structured Dataset for Social Media Discourse Analysis

description: This dataset contains climate change-related hashtags and keywords collected from Twitter, categorized into three main groups:



Supportive & Awareness Efforts – Includes hashtags promoting climate action, sustainability, and awareness campaigns.

Critical & Skeptical Approach – Consists of hashtags used to express skepticism, criticism, or opposition to climate change narratives.

Bipartisan Climate Hashtags – Neutral terms related to climate debates, policy discussions, and scientific research.


Both hashtagged terms (e.g., #Klimaatverandering) and non-hashtagged keywords (e.g., klimaatverandering) were collected to ensure comprehensive coverage of climate discourse on social media. The keyword "klimaat" (Dutch for "climate") was included to capture broader discussions, but it also retrieved tweets unrelated to climate change, such as werkklimaat (work environment) and onderwijsklimaat (education climate). A data cleaning process was implemented to remove ambiguous or irrelevant terms, ensuring accuracy in the dataset.

This dataset is useful for researchers analyzing climate discourse, social media engagement, sentiment trends, and environmental communication strategies.
DOI: 10.5281/zenodo.14765081
title: Climate Change Hashtags and Keywords on Twitter: A Structured Dataset for Social Media Discourse Analysis

description: This dataset contains climate change-related hashtags and keywords collected from Twitter, categorized into three main groups:



Supportive & Awareness Efforts – Includes hashtags promoting climate action, sustainability, and awareness campaigns.

Critical & Skeptical Approach – Consists of hashtags used to express skepticism, criticism, or opposition to climate change narratives.

Bipartisan Climate Hashtags – Neutral terms related to climate debates, policy discussions, and scientific research.


Both hashtagged terms (e.g., #Klimaatverandering) and non-hashtagged keywords (e.g., klimaatverandering) were collected to ensure comprehensive coverage of climate discourse on social media. The keyword "klimaat" (Dutch for "climate") was included to capture broader discussions, but it also retrieved tweets unrelated to climate change, such as werkklimaat (work environment) and onderwijsklimaat (education climate). A data cleaning process was implemented to remove ambiguous or irrelevant terms, ensuring accuracy in the dataset.

This dataset is useful for researchers analyzing climate discourse, social media engagement, sentiment trends, and environmental communication strategies.
DOI: 10.5281/zenodo.14763387
title: Dataset for "Time-dependent behaviour of sand with different fine contents under oedometric loading"

description: This dataset can be used to investigate the time-dependent behavior of sand with varying fine contents under oedometric loading. The paper attached showed that creep rates increased with vertical stress and fine content, while relaxation exhibited quasi-isochronous behavior.

The experimental program included a serial of load-controlled and strain rate-controlled tests, alongside stress relaxation tests, focusing on creep, strain rate dependency, and stress relaxation phenomena. Four groups of sands with fine contents ranging from 2.8% to 46% were tested to examine their mechanical responses. Key variables included vertical stress (125–2000 kPa), strain rate, axial force, displacement, and time. Experimental procedures employed both constant rate of strain (CRS) and stepwise strain rate change (ChRS) methods.

The experimental dataset consists of detailed records from oedometric loading tests investigating the time-dependent behavior of sands with varying fine contents. The dataset includes 36 columns covering parameters such as time, testing phases, axial force, displacement, stress, strain, and deformation rates. Key measurements include axial force (kN), axial displacement (mm), axial strain (%), stress rate (kN/m²/min), and maximum values of force, displacement, and strain. Data is segmented into phases to capture both load-controlled and strain rate-controlled test results.
DOI: 10.5281/zenodo.14763388
title: Dataset for "Time-dependent behaviour of sand with different fine contents under oedometric loading"

description: This dataset can be used to investigate the time-dependent behavior of sand with varying fine contents under oedometric loading. The paper attached showed that creep rates increased with vertical stress and fine content, while relaxation exhibited quasi-isochronous behavior.

The experimental program included a serial of load-controlled and strain rate-controlled tests, alongside stress relaxation tests, focusing on creep, strain rate dependency, and stress relaxation phenomena. Four groups of sands with fine contents ranging from 2.8% to 46% were tested to examine their mechanical responses. Key variables included vertical stress (125–2000 kPa), strain rate, axial force, displacement, and time. Experimental procedures employed both constant rate of strain (CRS) and stepwise strain rate change (ChRS) methods.

The experimental dataset consists of detailed records from oedometric loading tests investigating the time-dependent behavior of sands with varying fine contents. The dataset includes 36 columns covering parameters such as time, testing phases, axial force, displacement, stress, strain, and deformation rates. Key measurements include axial force (kN), axial displacement (mm), axial strain (%), stress rate (kN/m²/min), and maximum values of force, displacement, and strain. Data is segmented into phases to capture both load-controlled and strain rate-controlled test results.
DOI: 10.15468/dl.crt9tp
title: Occurrence Download

description: A dataset containing 390 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia doltsopa (Buch.-Ham. ex DC.) Figlar"
 ]
}

 The dataset includes 390 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004058-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3sfye
title: Occurrence Download

description: A dataset containing 2442 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia figo (Lour.) DC."
 ]
}

 The dataset includes 2442 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004059-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c3fg62
title: Bocas del Toro, Platform Tower_Wind Direction

description: Wind direction, Interval Mean Vector and Standard Deviation
 Bocas del Toro Research Station, Marine platform tower
 Location: 9.351553°, -82.256565°
 Sensors located on a platform located approximately 60m from the end of the station’s dock. Platform includes meteorological tower, Sea Surface Temperature probe and several sea level sensors. The current platform was built in 2012 to replace the original platform built in 2002.
 Historical datasets can be located here: https://smithsonian.figshare.com/articles/dataset/Bocas_del_Toro_Platform_Tower_Wind_Direction/10042553
DOI: 10.15468/dl.88j5az
title: Occurrence Download

description: A dataset containing 254433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tyrannus savana Vieillot, 1808",
 "HasCoordinate is true"
 ]
}

 The dataset includes 254433 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004031-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.382kp6
title: Occurrence Download

description: A dataset containing 427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laeosopis roboris (Esper, 1790)",
 "HasCoordinate is true",
 "Year 1980-2021",
 "Geometry POLYGON((-13 35,48 35,48 72,-13 72,-13 35))",
 "CoordinateUncertaintyInMeters 0-100"
 ]
}

 The dataset includes 427 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056820-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lbx0ac
title: Occurrence Download

description: A dataset containing 9323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.34375 43.10483,14.76562 43.10483,14.76562 47.8344,5.34375 47.8344,5.34375 43.10483))",
 "TaxonKey is Chorthippus brunneus (Thunberg, 1815)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9323 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029458-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7vdts
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ESP",
 "OccurrenceStatus is Present",
 "TaxonKey is Callinectes sapidus Rathbun, 1896",
 "Year 2000-2022"
 ]
}

 The dataset includes 423 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022975-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kp7rx
title: Occurrence Download

description: A dataset containing 526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nannospalax leucodon (Nordmann, 1840)"
 ]
}

 The dataset includes 526 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056823-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48mtna
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.77695 12.40318,-80.62972 12.40318,-80.62972 19.65897,-98.77695 19.65897,-98.77695 12.40318))",
 "HasCoordinate is true",
 "TaxonKey is Astatheros macracanthus (Günther, 1864)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 273 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050667-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rggxgp
title: Occurrence Download

description: A dataset containing 7756 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nestor notabilis Gould, 1856"
 ]
}

 The dataset includes 7756 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175616-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hv5b4
title: Occurrence Download

description: A dataset containing 1091664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Month is May",
 "Month is June",
 "Month is April"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Ficedula hypoleuca (Pallas, 1764)"
 ]
}

 The dataset includes 1091664 records from 456 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062370-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99y63v
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-87.17343 41.48835,-81.57968 41.48835,-81.57968 43.72585,-87.17343 43.72585,-87.17343 41.48835))",
 "HasCoordinate is true",
 "TaxonKey is Panicum miliaceum L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070575-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhfjua
title: Occurrence Download

description: A dataset containing 152097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-13 35,34 35,34 72,-13 72,-13 35))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cytisus scoparius (L.) Link",
 "Year 2000-2020"
 ]
}

 The dataset includes 152097 records from 440 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075740-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wjfkf
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudococcus baliteus Lit, 1994"
 ]
}

 The dataset includes 46 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335899-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dizian
title: Occurrence Download

description: A dataset containing 3184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rusa unicolor (Kerr, 1792)"
 ]
}

 The dataset includes 3184 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037019-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbpsge
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abacarus eminens Huang, 2001"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073985-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sovvpp
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Litsea glaucescens Kunth",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 397 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027103-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5skyr
title: Occurrence Download

description: A dataset containing 4503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Elaeis guineensis Jacq."
 ]
}

 The dataset includes 4503 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050673-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uytab7
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amblyomma maculatum Koch, 1844"
 ]
}

 The dataset includes 477 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031790-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qq7kt
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mucuna sempervirens Hemsl."
 ]
}

 The dataset includes 247 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246690-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhqkf3
title: Occurrence Download

description: A dataset containing 413885 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquila chrysaetos (Linnaeus, 1758)"
 ]
}

 The dataset includes 413885 records from 372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058599-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ideidv
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynoglossus Hamilton, 1822",
 "Country is India"
 ]
}

 The dataset includes 210 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006811-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwazxe
title: Occurrence Download

description: A dataset containing 216799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anas platyrhynchos Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than or equal to 2005",
 "Year is less than or equal to 2014",
 "Month is July",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 216799 records from 345 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025365-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4j6g7c
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chromolaena linearis (Malme) R.M.King & H.Rob."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137297-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xw5jk
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Naturschutzstation Schmidsfelden"
 ]
}

 The dataset includes 414 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006811-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zwnco
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia farnesiana var. guanacastensis H.D.Clarke, Seigler & Ebinger"
 ]
}

 The dataset includes 60 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006811-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ncdfp
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mangifera indica L."
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025391-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6y8bv
title: Occurrence Download

description: A dataset containing 19557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylocharis leucotis (Vieillot, 1818)"
 ]
}

 The dataset includes 19557 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006811-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb8bxa
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Melignomon zenkeri Reichenow, 1898",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039106-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2jwkx
title: Occurrence Download

description: A dataset containing 74364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Cleomaceae"
 ]
}

 The dataset includes 74364 records from 729 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031884-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bss8zu
title: Occurrence Download

description: A dataset containing 17105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bactrocera dorsalis (Hendel, 1912)"
 ]
}

 The dataset includes 17105 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057025-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a36hjy
title: Occurrence Download

description: A dataset containing 567 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chromolaena glaberrima (DC.) R.M.King & H.Rob."
 ]
}

 The dataset includes 567 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137286-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akxovd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia farnesiana var. brachycarpa Kuntze"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006812-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.