cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/jwj8v3
title: Replication Data for The Effect of Women’s Public Leadership on Voter Turnout

description: Replication Data for The Effect of Women’s Public Leadership on Voter Turnout
DOI: 10.15468/dl.5v53tk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Altolamprologus compressiceps",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031557-251025141854904/datasets/export for details.
DOI: 10.15468/dl.n9jqvq
title: Occurrence Download

description: A dataset containing 1963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.41_1",
 "TaxonKey is Odocoileus virginianus"
 ]
}

 The dataset includes 1963 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031556-251025141854904/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.30610604
title: BotswanaYouthSystems Force

description: Botswana’s rapid economic growth, driven mainly by mineral wealth, contrasts with its high youth unemployment rate of 38.2% in Q1 of 2024, nearly three times the global average of 13% (International Labour Organization [ILO], 2024; Statistics Botswana, 2024). Reflecting regional trends, more than 20% of Southern African youth are not in employment, education, or training (NEET), with Botswana disproportionately affected (African Development Bank. [AfDB], 2024). Using a Systems Thinking approach, this study maps the complex structural, institutional, and socio-cultural forces fueling youth unemployment. Based on 30 interviews across government, parastatals, multilateral agencies, private sector, nonprofits, and academia, 154 forces were identified and organized into nine categories. These informed three systemic archetypes: <i>Living on Old Success vs. Mismanaged Investments</i>, <i>High Dependency and Low Trust</i>, and <i>Centralized Power</i>. Findings reveal why isolated interventions fail and demonstrate the value of Systems Thinking in addressing such complexities. Key policy recommendations include decentralizing decision-making, fostering adaptive innovation ecosystems, and aligning entrepreneurship and education, all with potential relevance beyond Botswana.
DOI: 10.6084/m9.figshare.30610604.v7
title: BotswanaYouthSystems Force

description: Botswana’s rapid economic growth, driven mainly by mineral wealth, contrasts with its high youth unemployment rate of 38.2% in Q1 of 2024, nearly three times the global average of 13% (International Labour Organization [ILO], 2024; Statistics Botswana, 2024). Reflecting regional trends, more than 20% of Southern African youth are not in employment, education, or training (NEET), with Botswana disproportionately affected (African Development Bank. [AfDB], 2024). Using a Systems Thinking approach, this study maps the complex structural, institutional, and socio-cultural forces fueling youth unemployment. Based on 30 interviews across government, parastatals, multilateral agencies, private sector, nonprofits, and academia, 154 forces were identified and organized into nine categories. These informed three systemic archetypes: <i>Living on Old Success vs. Mismanaged Investments</i>, <i>High Dependency and Low Trust</i>, and <i>Centralized Power</i>. Findings reveal why isolated interventions fail and demonstrate the value of Systems Thinking in addressing such complexities. Key policy recommendations include decentralizing decision-making, fostering adaptive innovation ecosystems, and aligning entrepreneurship and education, all with potential relevance beyond Botswana.
DOI: 10.6084/m9.figshare.30610604.v6
title: BotswanaYouthSystems Force

description: Botswana’s rapid economic growth, driven mainly by mineral wealth, contrasts with its high youth unemployment rate of 38.2% in Q1 of 2024, nearly three times the global average of 13% (International Labour Organization [ILO], 2024; Statistics Botswana, 2024). Reflecting regional trends, more than 20% of Southern African youth are not in employment, education, or training (NEET), with Botswana disproportionately affected (African Development Bank. [AfDB], 2024). Using a Systems Thinking approach, this study maps the complex structural, institutional, and socio-cultural forces fueling youth unemployment. Based on 30 interviews across government, parastatals, multilateral agencies, private sector, nonprofits, and academia, 154 forces were identified and organized into nine categories. These informed three systemic archetypes: <i>Living on Old Success vs. Mismanaged Investments</i>, <i>High Dependency and Low Trust</i>, and <i>Centralized Power</i>. Findings reveal why isolated interventions fail and demonstrate the value of Systems Thinking in addressing such complexities. Key policy recommendations include decentralizing decision-making, fostering adaptive innovation ecosystems, and aligning entrepreneurship and education, all with potential relevance beyond Botswana.
DOI: 10.15468/dl.dgkcp9
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-126.18024 21.8986,-107.68948 21.8986,-107.68948 35.12254,-126.18024 35.12254,-126.18024 21.8986))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Kogiidae",
 "Year 2000-2025"
 ]
}

 The dataset includes 42 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031558-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urjjtk
title: Occurrence Download

description: A dataset containing 492239 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BugGuide - Identification, Images, & Information For Insects, Spiders & Their Kin For the United States & Canada"
 ]
}

 The dataset includes 492239 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031544-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8bs7f
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , Phoebe macrocarpa, , , , , , , , Phoebe petelotii, , Parnassia wightiana, , , Phoebe poilanei, , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 103 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031561-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y6726
title: Occurrence Download

description: A dataset containing 15452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carollia perspicillata",
 "Year 1960-2000"
 ]
}

 The dataset includes 15452 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031559-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mk333
title: Occurrence Download

description: A dataset containing 2946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (Oceania, North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chelonia mydas"
 ]
}

 The dataset includes 2946 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031564-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdk5u9
title: Occurrence Download

description: A dataset containing 3997 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 Bythotrephes longimanus"
 ]
}

 The dataset includes 3997 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031562-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkncpm
title: Occurrence Download

description: A dataset containing 274478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.41_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Sialia sialis"
 ]
}

 The dataset includes 274478 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031511-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afc3ed
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amatitlania nigrofasciata",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031563-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2nybu
title: Occurrence Download

description: A dataset containing 2946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (Oceania, North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chelonia mydas"
 ]
}

 The dataset includes 2946 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031566-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj2qe6
title: Occurrence Download

description: A dataset containing 2946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (South America, North America, Oceania)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chelonia mydas"
 ]
}

 The dataset includes 2946 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031565-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17602109
title: Tomographic image stacks for the study 'Analysis of Porosity in AlSi10Mg Using Tomographic Image Processing'

description: This repository contains the tomographic image data and derived datasets used in the research study “Analysis of Porosity in AlSi10Mg Using Tomographic Image Processing”.The data correspond to three AlSi10Mg samples additively manufactured using Laser Powder Bed Fusion (L-PBF) and analyzed through X-ray computed tomography (XCT) and digital image processing techniques.
DOI: 10.5281/zenodo.17602110
title: Tomographic image stacks for the study 'Analysis of Porosity in AlSi10Mg Using Tomographic Image Processing'

description: This repository contains the tomographic image data and derived datasets used in the research study “Analysis of Porosity in AlSi10Mg Using Tomographic Image Processing”.The data correspond to three AlSi10Mg samples additively manufactured using Laser Powder Bed Fusion (L-PBF) and analyzed through X-ray computed tomography (XCT) and digital image processing techniques.
DOI: 10.5281/zenodo.17603167
title: Energy Chain
DOI: 10.5281/zenodo.17603168
title: Energy Chain
DOI: 10.5066/p1vzgc3z
title: Hydraulic models of two beaver affected reaches in the Tualatin Basin, Oregon

description: Beaver dams affect stream hydraulics by temporarily impounding water in stream channels. Beaver dams and their associated impoundments can potentially influence streamflow hydrographs and stream hydraulics in multiple ways including altering the magnitude and duration of high flows, temporary storage of storm water, and the range and spatial distribution of water depths and velocities in affected reaches. High-resolution two-dimensional hydraulic models were developed to compare hydrologic and hydraulic responses to beaver dams in two 1 kilometer long urban stream reaches in the Tualatin River Basin (northwestern Oregon) across a range of streamflows. To evaluate the influence of beaver dams, identical hydraulic models for each reach were developed to simulate dammed conditions (representing conditions present in 2017) and a hypothetical undammed condition. Results from this study, including descriptions of model development and limitations, are detailed in an accompanying USGS Scientific Investigation Report, "Beavers (Castor canadensis) in the Tualatin River Basin, Northwestern Oregon—Hydrologic and Hydraulic Responses of Beaver Dams to Storm Flows in Urban Streams, 2016–17". This data release contains the hydraulic models used in the study.

White, J.S., Jones, K.L., and Rounds, S.A., 2025, Effects of beaver dams and ponds on hydrologic and hydraulic responses of storm flows in urban streams of the Tualatin River Basin, northwestern Oregon, chap. B of Jones, K.L., and Smith, C.D., eds., Beavers in the Tualatin River Basin, northwestern Oregon: U.S. Geological Survey Scientific Investigations Report 2025–5039–B, 38 p., https://doi.org/ 10.3133/ sir20255039B.
DOI: 10.15468/dl.38cnhg
title: Occurrence Download

description: A dataset containing 8214918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Indonesia, Malaysia, Peru, India, China, Kenya, Congo, Democratic Republic of the, South Africa, Brazil, Viet Nam, Lao People’s Democratic Republic, Nigeria, Uganda, Colombia, United States of America, Canada, Mexico, Australia, Madagascar, Japan)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2010-2025"
 ]
}

 The dataset includes 8214918 records from 1838 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031459-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nncp9d
title: Occurrence Download

description: A dataset containing 611 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 Amsinckia tessellata A.Gray",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 611 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007205-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4qab7
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron ×duclouxii H.Lév."
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001267-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyrkxr
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron gemmiferum M.N.Philipson & Philipson"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001266-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.k933q8
title: Dataset generated from Esri tool

description: Derived dataset generated by Esri geoprocessing tool using GBIF API
DOI: 10.25592/uhhfdm.17911
title: Dataset - In situ X-ray studies reveal the nucleation and topotactic transformation of iron sulfide nanosheets

description: Dataset
DOI: 10.25592/uhhfdm.17910
title: Dataset - In situ X-ray studies reveal the nucleation and topotactic transformation of iron sulfide nanosheets

description: Dataset
DOI: 10.25592/uhhfdm.17624
title: Modular In Situ Reactor for X-ray Scattering, Spectroscopy, and ATR-IR Studies of Solvothermal Nanoparticle Synthesis

description: This datasets contains data which is presented in the manuscript with the title "Modular In Situ Reactor for X-ray Scattering, Spectroscopy, and ATR-IR Studies of Solvothermal Nanoparticle Synthesis" (2026). J. Synchrotron Rad. 33, https://doi.org/10.1107/S1600577525009634, by Sani Y. Harouna-Mayer, Melike Gumus Akcaalan, Jagadesh Kopula Kesavan, Tjark R. L. Groene,  Lars Klemeyer, Sarah-Alexandra Hussak,  Lukas Grote, Davide Derelli, Francesco Caddeo, Cecilia Zito, Paul Stützle, Dorota Speer, Ann-Christin Dippel, Blanka Detlefs, Yannik Appiarius, Axel Jacobi von Wangelin, and Dorota Koziej.

Reactor and code updates are available via https://gitlab.rrz.uni-hamburg.de/groups/koziej-lab/-/shared
DOI: 10.25592/uhhfdm.17623
title: Modular In Situ Reactor for X-ray Scattering, Spectroscopy, and ATR-IR Studies of Solvothermal Nanoparticle Synthesis

description: This datasets contains data which is presented in the manuscript with the title "Modular In Situ Reactor for X-ray Scattering, Spectroscopy, and ATR-IR Studies of Solvothermal Nanoparticle Synthesis" (2026). J. Synchrotron Rad. 33, https://doi.org/10.1107/S1600577525009634, by Sani Y. Harouna-Mayer, Melike Gumus Akcaalan, Jagadesh Kopula Kesavan, Tjark R. L. Groene,  Lars Klemeyer, Sarah-Alexandra Hussak,  Lukas Grote, Davide Derelli, Francesco Caddeo, Cecilia Zito, Paul Stützle, Dorota Speer, Ann-Christin Dippel, Blanka Detlefs, Yannik Appiarius, Axel Jacobi von Wangelin, and Dorota Koziej.

Reactor and code updates are available via https://gitlab.rrz.uni-hamburg.de/groups/koziej-lab/-/shared
DOI: 10.25592/uhhfdm.18100
title: Politicial Wahl.Chat

description: This data is a representative sample of the german adult population and was gathered in February 2025. The data consists of conversations between participants and Wahl.Chat as well as a survey concerning voting preferences for the Bundestagswahl 2025
DOI: 10.25592/uhhfdm.18101
title: Politicial Wahl.Chat

description: This data is a representative sample of the german adult population and was gathered in February 2025. The data consists of conversations between participants and Wahl.Chat as well as a survey concerning voting preferences for the Bundestagswahl 2025
DOI: 10.15468/dl.3jgwhj
title: Occurrence Download

description: A dataset containing 840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "Country is Mexico",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes albopictus"
 ]
}

 The dataset includes 840 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007082-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsj3uz
title: Occurrence Download

description: A dataset containing 2049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((96 26,99 26,99 30,96 30,96 26))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 2049 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007083-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/llswo0
title: PDB: 6YE3, Interleukin-2 in complex with mAb UFKA-20 (310K, 37°C, 100 ns)

description: IL-2 in complex with mAb UFKA-20 (310K, 37°C, 100 ns) . PDBs obtained every 50 ns.
DOI: 10.15468/dl.s6vubu
title: Occurrence Download

description: A dataset containing 23747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solanum"
 ]
}

 The dataset includes 23747 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007085-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/aakjtt
title: PDB: 6YE3, Interleukin-2 in complex with mAb UFKA-20 (311K, 38°C, 100 ns)

description: IL-2 in complex with mAb UFKA-20 (311K, 38°C, 100 ns) . PDBs obtained every 50 ns.
DOI: 10.5281/zenodo.17707606
title: Defensive Disclosure for CETΩ Algorithms: Modular Dynamics, Informational Non-Equilibrium and Gravitational Signatures

description: This document serves as a defensive disclosure (public prior art)

for three algorithmic frameworks derived from the CETΩ informa-

tional–modular theory: (1) the Non-KMS Measurement Predictor, (2)

the Modular Flow Simulator, and (3) the Fractional-Frequency Tezon

Ringdown Filter. This establishes a publicly timestamped prior claim

in order to prevent third-party patenting and to guarantee open scien-

tific availability.
DOI: 10.5281/zenodo.17707607
title: Defensive Disclosure for CETΩ Algorithms: Modular Dynamics, Informational Non-Equilibrium and Gravitational Signatures

description: This document serves as a defensive disclosure (public prior art)

for three algorithmic frameworks derived from the CETΩ informa-

tional–modular theory: (1) the Non-KMS Measurement Predictor, (2)

the Modular Flow Simulator, and (3) the Fractional-Frequency Tezon

Ringdown Filter. This establishes a publicly timestamped prior claim

in order to prevent third-party patenting and to guarantee open scien-

tific availability.