cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2dg79f
title: CCDC 2218214: Experimental Crystal Structure Determination

description: Related Article: Xinna Gao, Yue Bai, Peng Sun, Huimin Gao, Lan Yang, Dong Zhang, Yifan Zhao and Yue Ma|2022|Frontiers in Chemistry|10|1089290|doi:10.3389/fchem.2022.1089290
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.55amys
title: Occurrence Download

description: A dataset containing 949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nicotiana tabacum L."
 ]
}

 The dataset includes 949 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000331-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/8196-e820.82
title: United Kingdom Newspaper Coverage of Climate Change or Global Warming, 2000-2024 - December 2024

description: The Media and Climate Change Observatory Data monitors 127 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.5281/zenodo.12801317
title: Movies, temperature and pressure measurements associated with the study "Small amounts of dissolved salt increases the mobility of mud flows on Mars and other extra-terrestrial bodies"

description: Movies, temperature and pressure measurements logs associated with the study "How salts affect mud mobility at low pressures: implications for Mars and other extraterrestrial bodies" that are showing behavior of muds with various content of different types of salts.
DOI: 10.5281/zenodo.12801318
title: Movies, temperature and pressure measurements associated with the study "Small amounts of dissolved salt increases the mobility of mud flows on Mars and other extra-terrestrial bodies"

description: Movies, temperature and pressure measurements logs associated with the study "How salts affect mud mobility at low pressures: implications for Mars and other extraterrestrial bodies" that are showing behavior of muds with various content of different types of salts.
DOI: 10.15468/dl.8jwsd7
title: Occurrence Download

description: A dataset containing 1612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corella eumyota Traustedt, 1882"
 ]
}

 The dataset includes 1612 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000333-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/n5oiqd
title: MADRS_MaddenDissertation_Chapter4_FamilyCrimTaxResults

description: This workbook contains 3 spreadsheets with MADRS (readability) results for criminal, family, and tax law cases, respectively. These results are discussed in Chapter 4 of Mike Madden's doctoral dissertation. The spreadsheets also include component variable scores for each contributing MADRS variable.
DOI: 10.15468/dl.e8jr83
title: Occurrence Download

description: A dataset containing 85733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mimus polyglottos (Linnaeus, 1758)"
 ]
}

 The dataset includes 85733 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000332-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8d65p
title: Occurrence Download

description: A dataset containing 305948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Cathartes aura (Linnaeus, 1758)"
 ]
}

 The dataset includes 305948 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000314-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58053/mapbiomas/zz58c5
title: Coverage and transitions statistics by river basins - Sub-Basins at level 2 - MapBiomas Brasil Collection 9

description: Area data (ha) of land cover class for sub-basins at level 2 according to the national water resources plan (pnrh) from 1985 to 2023, based on MapBiomas Brazil Collection 9
DOI: 10.15468/dl.rpyxet
title: Occurrence Download

description: A dataset containing 5258993 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, b6d09100-919d-4026-b35b-22be3dae7156)",
 "TaxonKey is one of (Papilionidae, Pieridae, Lycaenidae, Riodinidae, Nymphalidae, Hesperiidae, Pterophoridae, Sesiidae, Sphingidae, Uraniidae, Arctiidae, Noctuidae, Erebidae, Geometridae, Zygaenidae, Pyralidae, Castniidae, Thyrididae)"
 ]
}

 The dataset includes 5258993 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000315-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12750518
title: Data and Supplemental Material from: A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells

description: Original version contained data for analysis and figure preparation for Tobias et al. A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells. 

Updated version contains all Supplemental material files (Tables S1-S20 and Figures S1-S7) for Tobias et al. A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells.
DOI: 10.5281/zenodo.12750519
title: npc_enh_cluster_paper

description: data for analysis and figure preparation for Tobias et al. A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells
DOI: 10.5281/zenodo.14648218
title: Data and Supplemental Material from: A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells

description: Original version contained data for analysis and figure preparation for Tobias et al. A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells. 

New version contains all Supplemental material files (Tables S1-S20) for Tobias et al. A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells.
DOI: 10.5281/zenodo.14708861
title: Data and Supplemental Material from: A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells

description: Original version contained data for analysis and figure preparation for Tobias et al. A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells. 

Updated version contains all Supplemental material files (Tables S1-S20 and Fig S1-S7) for Tobias et al. A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells.
DOI: 10.5281/zenodo.14713545
title: Data and Supplemental Material from: A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells

description: Original version contained data for analysis and figure preparation for Tobias et al. A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells. 

Updated version contains all Supplemental material files (Tables S1-S20 and Figures S1-S7) for Tobias et al. A Sox2 Enhancer Cluster Regulates Region-Specific Neural Fates from Mouse Embryonic Stem Cells.
DOI: 10.15468/dl.ucettp
title: Occurrence Download

description: A dataset containing 2920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Habenaria repens Nutt."
 ]
}

 The dataset includes 2920 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000336-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxetpy
title: Occurrence Download

description: A dataset containing 6573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)",
 "Year 2015-2025"
 ]
}

 The dataset includes 6573 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000334-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/c2dde97352fb0e25ab749765967997b9
title: PVC02 Plant species composition on selected watersheds at Konza Prairie

description: Canopy coverage of all vascular plant species were estimated in 20 circular 10 sq m plots for each of the topographic positions within each included watershed at Konza Prairie.
DOI: 10.57745/btloln
title: geno_introgression.tar.gz

description: :unav
DOI: 10.57745/gmylff
title: postulation_introgressions.tab

description: :unav
DOI: 10.5281/zenodo.14510074
title: Data associated with Leuthold et al. - "Decadal persistence of grassland soil organic matter derived from litter and pyrogenic inputs"

description: These are data associated with the manuscript, "Decadal persistence of grassland soil organic matter derived from litter and pyrogenic inputs", by Leuthold et al., published in Nature Geoscience on January 24, 2025. Included herein are 4 spreadsheets that contain information on the chemical and isotopic composition of soil organic matter fractions isolated via the combined-size density fractionation of soils sampled at the Konza Prarie LTER site in Kansas, USA. While data are present for depths below 5 cm, the bulk of the data are associated with samples from 0 - 2, and 2 - 5 cm. Two different experimental treatments are represented in the data. In one experimental treatment, isotopically enriched (13C and 15N) litter material (Andropogon gerardii) was applied to the soil surface and tracked into the soil organic matter over the course of 10 years. In the other, isotopically enriched (13C and 15N) pyrogenic organic matter was applied to the soil and similarly tracked for 9 years. Information about analysis instrumentation and addtional details available upon request.

 

The analysis code, including the mixing models, statistics, and code for the data visualization are available on Github, in the linked repository. Any additional questions about the data can be directed to Dr. Sam Leuthold (sam.leuthold@colostate.edu).
DOI: 10.5281/zenodo.14713553
title: Exploring User Perceptions of Opportunities and Challenges in Decentralized Finance

description: This study explores user perceptions of opportunities and challenges in Decentralized Finance (DeFi), a rapidly growing sector leveraging blockchain technology to revolutionize financial systems. By analyzing responses from 267 participants using Partial Least Squares Structural Equation Modeling (PLS-SEM), the study investigates the relationships between key factors such as user awareness, perceived usefulness, ease of use, trust, and behavioral intention. The findings reveal that user education, perceived trust, and ease of use significantly influence attitudes toward DeFi adoption, while behavioral intention is strongly shaped by positive attitudes and perceived usefulness. Demographic insights highlight young, employed individuals as the primary demographic for DeFi engagement, underscoring the importance of targeted strategies to address usability and risk concerns. Despite limitations in geographic concentration and sample size, this research provides actionable insights for DeFi platform developers and policymakers to enhance user experience, mitigate perceived risks, and improve accessibility. Future studies should expand on these findings to explore broader populations and evolving user behaviors in the DeFi ecosystem.
DOI: 10.5281/zenodo.14713554
title: Exploring User Perceptions of Opportunities and Challenges in Decentralized Finance

description: This study explores user perceptions of opportunities and challenges in Decentralized Finance (DeFi), a rapidly growing sector leveraging blockchain technology to revolutionize financial systems. By analyzing responses from 267 participants using Partial Least Squares Structural Equation Modeling (PLS-SEM), the study investigates the relationships between key factors such as user awareness, perceived usefulness, ease of use, trust, and behavioral intention. The findings reveal that user education, perceived trust, and ease of use significantly influence attitudes toward DeFi adoption, while behavioral intention is strongly shaped by positive attitudes and perceived usefulness. Demographic insights highlight young, employed individuals as the primary demographic for DeFi engagement, underscoring the importance of targeted strategies to address usability and risk concerns. Despite limitations in geographic concentration and sample size, this research provides actionable insights for DeFi platform developers and policymakers to enhance user experience, mitigate perceived risks, and improve accessibility. Future studies should expand on these findings to explore broader populations and evolving user behaviors in the DeFi ecosystem.
DOI: 10.15468/dl.h38uz9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ovis ammon (Linnaeus, 1758)",
 "Country is French Southern Territories",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000338-250121130708018/datasets/export for details.
DOI: 10.17637/rh.28229723
title: Germination raw data of Granata et al 2025 publication

description: <b>Publication Granata et al 2025 raw data</b>Application of X-ray sorting and priming improves the germination performance of low-quality seed fractions of the Papaccella pepper landraceAngelo Granata, Marta Pérez, Tina Steinbrecher, Fiore Capozzi, Gerhard Leubner-Metzger, Valeria Spagnuolo<br>
DOI: 10.17637/rh.28229723.v1
title: Germination raw data of Granata et al 2025 publication

description: <b>Publication Granata et al 2025 raw data</b>Application of X-ray sorting and priming improves the germination performance of low-quality seed fractions of the Papaccella pepper landraceAngelo Granata, Marta Pérez, Tina Steinbrecher, Fiore Capozzi, Gerhard Leubner-Metzger, Valeria Spagnuolo<br>
DOI: 10.6084/m9.figshare.28248533
title: BIOMARGIN study step 1: RT-PCR on urine samples

description: This dataset comprises RT-PCR analyses of 34 genes on urine samples from 131 kidney allograft recipients enroled in the BIOMARGIN study (step 1), with associated metadata showing the Banff Lesion Score for Peritubular Capillaritis (ptc) evaluated on each patient's corresponding kidney allograft biopsy.Data were normalized with housekeeping gene GAPDH using the delta Ct method and then log transformed.
DOI: 10.6084/m9.figshare.28248533.v1
title: BIOMARGIN study step 1: RT-PCR on urine samples

description: This dataset comprises RT-PCR analyses of 34 genes on urine samples from 131 kidney allograft recipients enroled in the BIOMARGIN study (step 1), with associated metadata showing the Banff Lesion Score for Peritubular Capillaritis (ptc) evaluated on each patient's corresponding kidney allograft biopsy.Data were normalized with housekeeping gene GAPDH using the delta Ct method and then log transformed.
DOI: 10.5066/p9x4cyiw
title: Data on the Deterioration of Different Types of Attachment Hardware on Sham Satellite Radio Collars

description: Polar bears (Ursus maritimus) are difficult to study because of logistical challenges. Satellite radio collars are an excellent tool for efficiently collecting information on the distribution and habitat use of polar bears because they can be deployed for multiple years. Radio collars can be constructed using materials and devices that result in the collar falling off an animal so that the animal does not retain a non-functional collar indefinitely. However, the performance of "drop-off" materials and devices has been sub-optimal for many years. For example, collar release timer units (RTU), which cause the collar to detach from an animal at a pre-programmed point in time, can fail to function. Similarly, collar materials can fail to degrade in a timely manner based on environmental conditions specific to a study area. The retention of non-functional satellite radio collars is an animal welfare concern and thus warranted an investigation into opportunities to improve the reliability of collar materials and devices. This data set contains three tables with data on the: (1) tensile strength of a re-designed RTU on satellite radio collar belting material to determine its ability to resist fracture and deformation, processes that could facilitate water intrusion from force exerted on a collar by a polar bear, (2) degradation rates of biodegradable hardware that can be used to attach satellite radio collars, and (3) observations of wear in collar belting material and parts.
DOI: 10.58053/mapbiomas/7sthcp
title: Deforestation and secondary vegetation statistics by municipalities and states - MapBiomas Brasil Collection 9

description: Area data (ha) of deforestation and secondary vegetation by land cover class for municipality and state segments from 1985 to 2023
DOI: 10.15468/dl.69yxq9
title: Occurrence Download

description: A dataset containing 16065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((33.12856 38.49173,33.65879 38.49173,33.65879 39.25025,33.12856 39.25025,33.12856 38.49173))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2000-2025"
 ]
}

 The dataset includes 16065 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000339-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fptfba
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((84.4961 24.18821,84.54951 22.38282,86.53647 22.44208,86.44032 24.12973,84.4961 24.18821))",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "Year 2024-2025"
 ]
}

 The dataset includes 233 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000340-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmkba6
title: Occurrence Download

description: A dataset listing the 16 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Curaçao",
 "TaxonKey is Odonata"
 ]
}

 The dataset's 16 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000337-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/dxaq-y766
title: Hybrid Action Based Reinforcement Learning for Multi-Objective Compatible Autonomous Driving

description: Reinforcement Learning (RL) has shown excellent performance in solving decision-making and control problems of autonomous driving, which is increasingly applied in diverse driving scenarios. However, driving is a multi-attribute problem, leading to challenges in achieving multi-objective compatibility for current RL methods, especially in both policy execution and policy iteration. We propose a Multi-objective Ensemble-Critic reinforcement learning method with Hybrid Parametrized Action for multi-objective compatible autonomous driving. The experimental results in both the simulated traffic environment and the HighD dataset demonstrate that our method can achieve multi-objective compatible autonomous driving in terms of driving efficiency, action consistency, and safety. It enhances the general performance of the driving while significantly increasing training efficiency. The detailed training and testing data are presented in this dataset.
DOI: 10.15468/dl.b8nwgz
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000341-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2bt66l
title: CCDC 2169169: Experimental Crystal Structure Determination

description: Related Article: Flaviana Dias, Vinícius Campos, Raphael de Moraes, Nelson Souza, Anna Cunha, Mateus Lage, Glaucio Ferreira
|2022|J.Braz.Chem.Soc.|34|242|doi:10.21577/0103-5053.20220104
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.pw4zjt
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((33.11926 38.54355,33.76046 38.54355,33.76046 39.28106,33.11926 39.28106,33.11926 38.54355))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coleoptera",
 "Year 2000-2025"
 ]
}

 The dataset includes 72 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000342-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/jck1-hf50.81
title: US Newspaper Coverage of Climate Change or Global Warming, 2000-2024 - December 2024

description: The Media and Climate Change Observatory Data monitors 127 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.