cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12123468
title: Vulcan-scope 2 version 1.0

description: A dataset representing United States carbon dioxide (CO2) emissions from electricity consumption (scope 2 CO2 emissions) for the 2019-2021 time period separately for the residential, commercial, and industrial sectors. The spatial resolution is the U.S. census block group at annual time resolution. We also provide state-scale aggregate data. Given the increased interest in greenhouse gas mitigation at the urban landscape scale, this data offers the opportunity to better understand the emitting landscape and craft more targeted, efficient policy instruments. The approach starts with well-established estimates of scope 2 CO2 emissions at larger scales and performs a series of downscaling steps to allocate scope 2 emissions into block groups. This open-access scope 2 CO2 emissions dataset and methodology is valuable for a wide range of multidisciplinary studies, including climate science, environmental policy, urban planning socioeconomic research.
DOI: 10.5281/zenodo.12123469
title: Vulcan-scope 2 version 1.0

description: A dataset representing United States carbon dioxide (CO2) emissions from electricity consumption (scope 2 CO2 emissions) for the 2019-2021 time period separately for the residential, commercial, and industrial sectors. The spatial resolution is the U.S. census block group at annual time resolution. We also provide state-scale aggregate data. Given the increased interest in greenhouse gas mitigation at the urban landscape scale, this data offers the opportunity to better understand the emitting landscape and craft more targeted, efficient policy instruments. The approach starts with well-established estimates of scope 2 CO2 emissions at larger scales and performs a series of downscaling steps to allocate scope 2 emissions into block groups. This open-access scope 2 CO2 emissions dataset and methodology is valuable for a wide range of multidisciplinary studies, including climate science, environmental policy, urban planning socioeconomic research.
DOI: 10.6084/m9.figshare.30932855.v1
title: Are Carbonates Hiding Among Mars’s Ferromagnesian Clays? - Supporting Dataset

description: This repository contains the supporting materials associated with Brossier et al. (202x), in preparation for publication with a journal (DOI) - it includes:<b>CARB_points</b> (shapefiles and auxiliary files) – Each point represents a CRISM targeted cube analyzed in the survey and includes attributes such as label, year of collection, absorption band centers (as defined in Table S1).<b>Table S1</b><b> </b>– This table lists all the cubes examined in this survey, along with key information including their labels, coordinates, acquisition dates, targeted regions, and identified mineralogical phase(s). For cubes showing clear carbonate signatures, absorption band centers at 2.3, 2.5 µm and near 3.4-3.5 µm are reported.<b>Table S2</b><b> </b>– This table compiles all terrestrial carbonate analogues used in this study. Most analogues are taken from Bishop et al. (2021) (doi: 10.1029/2021EA001844), while the Fe-Mg carbonates are from Beck et al. (2024) (doi: 10.1029/2024EA003666).<b>Figure S1</b><b> </b>– Index maps highlighting the presence of carbonates and their co-occurrence with ferromagnesian clays.<i>D2300</i>: Drop of reflectance near 2.3 μm (ferromagnesian clays, and some carbonates)<i>FeSlope</i>: Upward slope from 1.1 to 1.8 μm (ferrous component such as smectites, carbonates or even olivine)<i>HdSlope</i>: Downward slope from 2.1 to 2.5 μm (hydrated minerals such as smectites, carbonates, sulfates, and chlorites)<i>BD3900</i>: Bulge-like feature centered near 3.6-3.7 μm due to double absorptions at 3.4-3.5 μm and near 3.9 μm (only carbonates)<br>
DOI: 10.15468/dl.gjwtvc
title: Occurrence Download

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa helmrichi"
 ]
}

 The dataset includes 574 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064201-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nz38h
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((136.28509 -14.19218,159.71491 -14.19218,159.71491 -4.80782,136.28509 -4.80782,136.28509 -14.19218))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laticauda guineai",
 "Year 2009-2017"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064202-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12666312
title: Quantitative Statistical Representativeness of Regional and National Research Networks, as Shown by the Experimental Forest Research Network

description: Repository of data outputs from Quantitative Statistical Representativeness of Regional and National Research Networks, as Shown by the Experimental Forest and Range Network
DOI: 10.5281/zenodo.12666313
title: Quantitative Statistical Representativeness of Regional and National Research Networks, as Shown by the Experimental Forest Research Network

description: Repository of data outputs from Quantitative Statistical Representativeness of Regional and National Research Networks, as Shown by the Experimental Forest and Range Network
DOI: 10.5281/zenodo.15446747
title: Vulcan version 4.0 high-resolution annual fossil fuel and cement production carbon dioxide emissions in the United States for the 2010-2022 time period

description: Vulcan version 4.0 is a dataset representing annual United States carbon dioxide (CO2) emissions from the combustion of fossil fuel and cement production at high spatial resolution for the 2010-2022 time period. It provides an update and improvements to the Vulcan version 3.0 data product previously available and reported in the literature. Emissions are separately reported as a total and by economic sector and fuel type. While the “native” spatial resolution of Vulcan is at the point, line, and US Census block spatial scale, we report here on the results placed into a 1 km x 1 km spatial grid at an annual time resolution. The approach uses multiple federal, state, and local data sources to estimate the CO2 emission magnitude and distribute those emissions in space and time associated with patterns related to the underlying combustion technology, infrastructure, and human behavior. Given the increased interest in greenhouse gas mitigation at sub-national scales, particularly cities, this data offers the opportunity to better understand the emitting landscape and craft more targeted, efficient policy instruments. The Vulcan output also offers the scientific community CO2 emissions applicable to a wide range of study fields, including carbon cycle science, climate science, environmental policy, urban planning, and socioeconomic research.
DOI: 10.5281/zenodo.15446748
title: Vulcan version 4.0 high-resolution annual fossil fuel and cement production carbon dioxide emissions in the United States for the 2010-2022 time period

description: Vulcan version 4.0 is a dataset representing annual United States carbon dioxide (CO2) emissions from the combustion of fossil fuel and cement production at high spatial resolution for the 2010-2022 time period. It provides an update and improvements to the Vulcan version 3.0 data product previously available and reported in the literature. Emissions are separately reported as a total and by economic sector and fuel type. While the “native” spatial resolution of Vulcan is at the point, line, and US Census block spatial scale, we report here on the results placed into a 1 km x 1 km spatial grid at an annual time resolution. The approach uses multiple federal, state, and local data sources to estimate the CO2 emission magnitude and distribute those emissions in space and time associated with patterns related to the underlying combustion technology, infrastructure, and human behavior. Given the increased interest in greenhouse gas mitigation at sub-national scales, particularly cities, this data offers the opportunity to better understand the emitting landscape and craft more targeted, efficient policy instruments. The Vulcan output also offers the scientific community CO2 emissions applicable to a wide range of study fields, including carbon cycle science, climate science, environmental policy, urban planning, and socioeconomic research.
DOI: 10.7910/dvn/hacb3p
title: Replication Data for: 'Changing Opportunity: Sociological Mechanisms Underlying Growing Class Gaps and Shrinking Race Gaps in Economic Mobility'

description: The data and programs replicate tables and figures from "Changing Opportunity: Sociological Mechanisms Underlying Growing Class Gaps and Shrinking Race Gaps in Economic Mobility," by Chetty, Dobbie, Goldman, Porter, and Yang.
DOI: 10.15468/dl.kfp73h
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((155.64202 -24.44975,180.35798 -24.44975,180.35798 -14.55025,155.64202 -14.55025,155.64202 -24.44975))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laticauda frontalis",
 "Year 2009-2025"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064203-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12730520
title: Introducing the Fusion Innovation Test for Studying Real-World Creative Problem-Solving

description: The data and code provided here correpond to results presented in the paper "Introducing the Fusion Innovation Test for Studying Real-World Creative Problem-Solving". You can run the code to geenrate results presented in corresponding figures.Certain codes require additional download from other repository sites, which are listed below:for violineplot.m , please refers to: https://github.com/bastibe/Violinplot-Matlab?tab=BSD-3-Clause-1-ov-filefor Cohen's d, please refers to: https://github.com/Abolfazl-Alipour/BottomUP-TopDown-InfoFlowInNeuroDegenerationfor BF10, pleease refers to: https://zenodo.org/records/4394423
DOI: 10.5281/zenodo.12730519
title: Introducing the Fusion Innovation Test for Studying Real-World Creative Problem-Solving

description: The data and code provided here correpond to results presented in the paper "Introducing the Fusion Innovation Test for Studying Real-World Creative Problem-Solving". You can run the code to geenrate results presented in corresponding figures.Certain codes require additional download from other repository sites, which are listed below:for violineplot.m , please refers to: https://github.com/bastibe/Violinplot-Matlab?tab=BSD-3-Clause-1-ov-filefor Cohen's d, please refers to: https://github.com/Abolfazl-Alipour/BottomUP-TopDown-InfoFlowInNeuroDegenerationfor BF10, pleease refers to: https://zenodo.org/records/4394423
DOI: 10.21227/akkh-fh89
title: "Benchmark Dataset for Mid-Price Forecasting of Limit Order Book Data with Machine Learning Methods"

description: "Managing the prediction of metrics in high-frequency financial markets is a challenging task. An efficient way is by monitoring the dynamics of a limit order book to identify the information edge. This paper describes the first publicly available benchmark dataset of high-frequency limit order markets for mid-price prediction. We extracted normalized data representations of time series data for five stocks from the NASDAQ Nordic stock market for a time period of ten consecutive days, leading to a dataset of \u22484,000,000 time series samples in total. A day-based anchored cross-validation experimental protocol is also provided that can be used as a benchmark for comparing the performance of state-of-the-art methodologies. Performance of baseline approaches are also provided to facilitate experimental comparisons. We expect that such a largescale dataset can serve as a testbed for devising novel solutions of expert systems for high-frequency limit order book data analysis."
DOI: 10.15468/dl.j9q2ga
title: Occurrence Download

description: A dataset containing 612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((78.67926 -30.66295,209.32074 -30.66295,209.32074 21.66295,78.67926 21.66295,78.67926 -30.66295))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laticauda saintgironsi",
 "Year 2009-2025"
 ]
}

 The dataset includes 612 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064204-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nn2mj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new type designation of Thymus microphyllus, basionym of Micromeria microphylla (Lamiaceae)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064205-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc62rdd
title: CCDC 181393: Experimental Crystal Structure Determination

description: Related Article: P.J. Kerr, S.M. Pyke, A.D. Ward, E.R.T. Tiekink|2001|Z.Kristallogr.-New Cryst.Struct.|216|558|doi:10.1524/ncrs.2001.216.14.592
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: 10.5517/ccdc.csd.cc2n2j8k
title: CCDC 2445288: Experimental Crystal Structure Determination

description: Related Article: Boyu Li, Jiabin Ma, Ke Yang, Yuhang Li, Maggie Ng, Yuetao Ma, Xufei An, Xing Cheng, Jinshuo Mi, Man-Chung Tang, Yan-Bing He, Feiyu Kang|2025|Nat.Commun.|16|10264|doi:10.1038/s41467-025-65136-w
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: 10.5517/ccdc.csd.cc2nff4p
title: CCDC 2455762: Experimental Crystal Structure Determination

description: Related Article: Tianshou Zhao, Manrong Song, Honglin Chen, Meiling Huang, Youke Chen, Xiaocong Zhou, Jiaheng Hu, JIng Sun, Qinping Jian, Jiayou Ren, Yilin Wang, Bin Liu|2025|ResearchSq.|||doi:10.21203/rs.3.rs-7369273/v1
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: 10.5517/ccdc.csd.cc2nydqr
title: CCDC 2471125: Experimental Crystal Structure Determination

description: Related Article: Xiangzhang Tao, Leejae Kim, Heeho Noh, Sungwoo Hong|2025|Angew.Chem.,Int.Ed.|64|n/a|doi:10.1002/anie.202519586
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: 10.5517/ccdc.csd.cc2p4zlf
title: CCDC 2477445: Experimental Crystal Structure Determination

description: Related Article: Ke Tian, Wen-Shan Zhang, Anjana Kunhumbadukka Othayoth, Moritz Philip Schuldt, Francesco Walenszus, Frank Rominger, Rasmus R. Schröder, Sven Michael Elbert, Michael Mastalerz|2025|Adv.Mater.||e16358|doi:10.1002/adma.202516358
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: 10.5517/ccdc.csd.cc2p4zmg
title: CCDC 2477446: Experimental Crystal Structure Determination

description: Related Article: Ke Tian, Wen-Shan Zhang, Anjana Kunhumbadukka Othayoth, Moritz Philip Schuldt, Francesco Walenszus, Frank Rominger, Rasmus R. Schröder, Sven Michael Elbert, Michael Mastalerz|2025|Adv.Mater.||e16358|doi:10.1002/adma.202516358
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: 10.5517/ccdc.csd.cc2p4znh
title: CCDC 2477447: Experimental Crystal Structure Determination

description: Related Article: Ke Tian, Wen-Shan Zhang, Anjana Kunhumbadukka Othayoth, Moritz Philip Schuldt, Francesco Walenszus, Frank Rominger, Rasmus R. Schröder, Sven Michael Elbert, Michael Mastalerz|2025|Adv.Mater.||e16358|doi:10.1002/adma.202516358
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: 10.5517/ccdc.csd.cc2p4zpj
title: CCDC 2477448: Experimental Crystal Structure Determination

description: Related Article: Ke Tian, Wen-Shan Zhang, Anjana Kunhumbadukka Othayoth, Moritz Philip Schuldt, Francesco Walenszus, Frank Rominger, Rasmus R. Schröder, Sven Michael Elbert, Michael Mastalerz|2025|Adv.Mater.||e16358|doi:10.1002/adma.202516358
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: 10.6084/m9.figshare.30836474
title: The prevalence and molecular epidemiology of <i>Clostridioides difficile</i> in hospital-based pediatric populations in China

description: A multicenter cross-sectional study was conducted across six Chinese hospitals between September 2023 and April 2024 to investigate the prevalence, molecular epidemiology, antimicrobial resistance (AMR) and genetic relatedness of <i>C. difficile</i> in pediatric populations. Among 1,442 stool samples collected, 242 <i>C. difficile</i> isolates were recovered (16.8%), including 188 from asymptomatic carriers (13.0%) and 11 from confirmed <i>C. difficile</i> infection (CDI) cases (0.98%). The highest rate of asymptomatic carriage was observed in children aged 1–2 years (29.3%). Multilocus sequence typing (MLST) identified ST3 as the predominant sequence type (30.6%), followed by ST42, ST54, ST2, ST102, and ST110. Core genome phylogenetic analysis revealed nine distinct genetic lineages, with lineage VI being the most prevalent among CDI cases. High resistance to clindamycin (64.5%) was observed, primarily mediated by <i>ermB</i>, while all isolates remained susceptible to metronidazole and vancomycin. Moxifloxacin resistance (10.7%) was associated with <i>gyrA</i> T82I mutations, particularly in toxigenic ST3 strains. Transposon analysis indicated ST-specific carriage of AMR genes, with Tn6218(<i>ermB</i>) prevalent in nontoxigenic ST3 isolates and Tn5801 (<i>tet(M)</i>) predominant in ST54. Genomic relatedness (≤2 SNPs) was detected in 12.0% of asymptomatic carriers, with most links associated with hospital-wide contact, suggesting possible transmission events. This study highlights the importance of asymptomatic colonized children as a reservoir for <i>C. difficile</i>, maintaining resistant lineages and disseminating AMR, thereby underscoring the need for enhanced surveillance and targeted antimicrobial stewardship in Chinese healthcare settings.
DOI: 10.6084/m9.figshare.30836474.v1
title: The prevalence and molecular epidemiology of <i>Clostridioides difficile</i> in hospital-based pediatric populations in China

description: A multicenter cross-sectional study was conducted across six Chinese hospitals between September 2023 and April 2024 to investigate the prevalence, molecular epidemiology, antimicrobial resistance (AMR) and genetic relatedness of <i>C. difficile</i> in pediatric populations. Among 1,442 stool samples collected, 242 <i>C. difficile</i> isolates were recovered (16.8%), including 188 from asymptomatic carriers (13.0%) and 11 from confirmed <i>C. difficile</i> infection (CDI) cases (0.98%). The highest rate of asymptomatic carriage was observed in children aged 1–2 years (29.3%). Multilocus sequence typing (MLST) identified ST3 as the predominant sequence type (30.6%), followed by ST42, ST54, ST2, ST102, and ST110. Core genome phylogenetic analysis revealed nine distinct genetic lineages, with lineage VI being the most prevalent among CDI cases. High resistance to clindamycin (64.5%) was observed, primarily mediated by <i>ermB</i>, while all isolates remained susceptible to metronidazole and vancomycin. Moxifloxacin resistance (10.7%) was associated with <i>gyrA</i> T82I mutations, particularly in toxigenic ST3 strains. Transposon analysis indicated ST-specific carriage of AMR genes, with Tn6218(<i>ermB</i>) prevalent in nontoxigenic ST3 isolates and Tn5801 (<i>tet(M)</i>) predominant in ST54. Genomic relatedness (≤2 SNPs) was detected in 12.0% of asymptomatic carriers, with most links associated with hospital-wide contact, suggesting possible transmission events. This study highlights the importance of asymptomatic colonized children as a reservoir for <i>C. difficile</i>, maintaining resistant lineages and disseminating AMR, thereby underscoring the need for enhanced surveillance and targeted antimicrobial stewardship in Chinese healthcare settings.
DOI: 10.5517/ccdc.csd.cc2p4zqk
title: CCDC 2477449: Experimental Crystal Structure Determination

description: Related Article: Ke Tian, Wen-Shan Zhang, Anjana Kunhumbadukka Othayoth, Moritz Philip Schuldt, Francesco Walenszus, Frank Rominger, Rasmus R. Schröder, Sven Michael Elbert, Michael Mastalerz|2025|Adv.Mater.||e16358|doi:10.1002/adma.202516358
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.