cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/yxcrd6thw5.1
title: The negative influence of government subsidies on organizational resilience: evidence from stock price reactions to COVID-19 pandemic

description: We hereby provide a comprehensive replication package for this study, hosted on Mendeley Data. The package includes all necessary data, code, and documentation to ensure full reproducibility of our empirical results.
DOI: 10.5281/zenodo.13752761
title: Underestimated input of terrestrial dissolved organic carbon to the ocean
DOI: 10.5281/zenodo.17230432
title: Underestimated input of terrestrial dissolved organic carbon to the ocean
DOI: 10.15468/5sdbbp
title: Brigham Young University Life Science Museum (BYU) Mammal Collection (Arctos)

description: The BYU Life Science Museum mammal collection houses more than 42,000 specimens with emphasis on the Great Basin (especially Utah and Nevada) and Mexico. The collection includes specimens that were formerly at Utah State University as well as a portion of the former University of Illinois Museum of Natural History collection (specimens from Colorado, Idaho, Montana, Oregon, Nevada, Utah, Washington, Wyoming and Mexico). The collection also contains more than 10,000 ethanol-preserved tissues, 15,000 frozen tissues and more than 6,000 DNA archives from Great Basin and Mexican mammals. The BYU Life Science Museum was formerly known as the Monte L. Bean Museum.
DOI: 10.5065/d65t3hnm
title: Council Climate Data - Heath Site (Excel). Version 1.0

description: This dataset includes climate data from the Heath Site area in the Council region gathered during the 2000 summer field season in Excel format.
DOI: 10.17632/dg9k2nyckk
title: Crime Against Women (NCRB 2001-2022)

description: The dataset encompasses comprehensive crime statistics related to offenses against women, extracted from 21 consecutive years of National Crime Records Bureau reports spanning 2001 to 2022. This longitudinal dataset provides a systematic overview of women-related crimes across India, offering insights into temporal trends in crime patterns.
The data structure includes temporal coverage across two decades with national level geographic granularity as reported by the NCRB. The dataset focuses on specific crime categories targeting women, including major offenses documented consistently across the study period. All numerical data has been organized systematically in Excel format to facilitate analysis and ensure accessibility for researchers.
Key variables captured in the dataset include the year of reporting, specific crime types , and the corresponding number of reported cases. The dataset size represents thousands of individual data points accumulated over the two-decade period.
Several important characteristics define this dataset's scope and reliability. The data reflects only officially reported crimes as compiled by law enforcement agencies and processed through NCRB's systematic reporting framework. Completeness varies across years due to evolving reporting practices and occasional gaps in state-level submissions. 
Notable limitations include the inherent underreporting typical of crime statistics, particularly for offenses against women where social stigma may discourage formal complaints. Reporting practices, legal definitions, and administrative procedures evolved throughout the study period, potentially affecting data comparability across years. Some crime categories were introduced or modified during the timeframe, creating occasional discontinuities in long-term trend analysis.
DOI: 10.17632/dg9k2nyckk.2
title: Crime Against Women (NCRB 2001-2022)

description: The dataset encompasses comprehensive crime statistics related to offenses against women, extracted from 21 consecutive years of National Crime Records Bureau reports spanning 2001 to 2022. This longitudinal dataset provides a systematic overview of women-related crimes across India, offering insights into temporal trends in crime patterns.
The data structure includes temporal coverage across two decades with national level geographic granularity as reported by the NCRB. The dataset focuses on specific crime categories targeting women, including major offenses documented consistently across the study period. All numerical data has been organized systematically in Excel format to facilitate analysis and ensure accessibility for researchers.
Key variables captured in the dataset include the year of reporting, specific crime types , and the corresponding number of reported cases. The dataset size represents thousands of individual data points accumulated over the two-decade period.
Several important characteristics define this dataset's scope and reliability. The data reflects only officially reported crimes as compiled by law enforcement agencies and processed through NCRB's systematic reporting framework. Completeness varies across years due to evolving reporting practices and occasional gaps in state-level submissions. 
Notable limitations include the inherent underreporting typical of crime statistics, particularly for offenses against women where social stigma may discourage formal complaints. Reporting practices, legal definitions, and administrative procedures evolved throughout the study period, potentially affecting data comparability across years. Some crime categories were introduced or modified during the timeframe, creating occasional discontinuities in long-term trend analysis.
DOI: 10.5065/d6251gbx
title: LAI and NDVI Meas. - West Dock MNT Site (Excel). Version 1.0

description: This dataset contains leaf area index (LAI) measurements taken at peak biomass at the West Dock (MNT) site on the Arctic Slope of Alaska, in 2000. This dataset also contains normalized difference vegetation index (NDVI) values for the site. The readme contains both the readme for this dataset and a general readme for this series of datasets. NOTE: This dataset contains the data in Excel format.
DOI: 10.17632/v6j3mffyr8
title: Análise dos polimorfismos da Interleucina 17A: rs3819025, rs2275913, rs3748067, e Interleucina 17F: rs763780 e rs9382084 em amostras de pacientes com doenças gástricas
DOI: 10.17632/v6j3mffyr8.2
title: Análise dos polimorfismos da Interleucina 17A: rs3819025, rs2275913, rs3748067, e Interleucina 17F: rs763780 e rs9382084 em amostras de pacientes com doenças gástricas
DOI: 10.17632/t7hcfmn482
title: Yarn Defect Dataset

description: Based on a dataset of 3,000 evenly distributed yarn images, it includes normal samples and five typical defect types: thinness, short segment lack, long segment lack, knotting, and irregularity, with 500 images per category.
DOI: 10.15468/dl.tkphjg
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is false",
 "TaxonKey is Apatania"
 ]
}

 The dataset includes 167 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035020-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/t7hcfmn482.1
title: Yarn Defect Dataset

description: Based on a dataset of 3,000 evenly distributed yarn images, it includes normal samples and five typical defect types: thinness, short segment lack, long segment lack, knotting, and irregularity, with 500 images per category.
DOI: 10.17632/9zn3cv9th8
title: Arabic Belongingness Scale–Clinical Placement Experience validity and reliability

description: This data was collected from nursing students to assess the reliability and validity of the Arabic Belongingness scale in clinical practice (BES-CPE) (Levett-Jones et al. 2009).
DOI: 10.17632/9zn3cv9th8.2
title: Arabic Belongingness Scale–Clinical Placement Experience validity and reliability

description: This data was collected from nursing students to assess the reliability and validity of the Arabic Belongingness scale in clinical practice (BES-CPE) (Levett-Jones et al. 2009).
DOI: 10.17632/tfhhc3j3zx
title: ECMODE-D-25-01347R1

description: README: Replication Package
Paper Title
Does Public Data Openness Facilitate Corporate ESG Performance? Evidence from China
Authors:
Hongyan Wang (School of Economics, Nankai University)
Guodong Huang (School of Economics and Trade, Hunan University)
Prof. Hui Wang (School of Economics and Trade, Hunan University)
Date: September 29, 2025
1.Overview 
This replication package provides all the publicly available data, code, and instructions required to reproduce the main results of the above-mentioned research paper. The package is designed to facilitate transparncy and enable independent verification of all statistical findings reported in the study.
DOI: 10.17632/tfhhc3j3zx.1
title: ECMODE-D-25-01347R1

description: README: Replication Package
Paper Title
Does Public Data Openness Facilitate Corporate ESG Performance? Evidence from China
Authors:
Hongyan Wang (School of Economics, Nankai University)
Guodong Huang (School of Economics and Trade, Hunan University)
Prof. Hui Wang (School of Economics and Trade, Hunan University)
Date: September 29, 2025
1.Overview 
This replication package provides all the publicly available data, code, and instructions required to reproduce the main results of the above-mentioned research paper. The package is designed to facilitate transparncy and enable independent verification of all statistical findings reported in the study.
DOI: 10.5065/d6xd0zv7
title: Council Biomass Data (ASCII). Version 1.0

description: This dataset contains peak season understory biomass and leaf area index (LAI) from the ATLAS sites in Council. Sites C2, C6, and C4 were harvested in 1999 and C1, C3, and C5 in 2000. The vegetation was sampled in the 100x100m sites that were centered on the eddy covariance tower.
DOI: 10.17632/7z67g5d8r7
title: Deciphering the Incels. A Scoping Review on Empirical Research: Characteristics and Results (Database).

description: This database (characteristics and results) integrates and synthesises all the empirical evidence extracted from the 81 articles analysed in the scoping review study about the incel subculture (Deciphering the Incels: A Scoping Review on Empirical Research), according to the following variables of interest: (1) authors, (2) titles, (3) year of publication, (4) methodology, (5) type of sample, (6) source of data, (7) specific objective/topic of study, and (8) findings/results, which are presented in an attached spreadsheet table.
DOI: 10.17632/7z67g5d8r7.2
title: Deciphering the Incels. A Scoping Review on Empirical Research: Characteristics and Results (Database).

description: This database (characteristics and results) integrates and synthesises all the empirical evidence extracted from the 81 articles analysed in the scoping review study about the incel subculture (Deciphering the Incels: A Scoping Review on Empirical Research), according to the following variables of interest: (1) authors, (2) titles, (3) year of publication, (4) methodology, (5) type of sample, (6) source of data, (7) specific objective/topic of study, and (8) findings/results, which are presented in an attached spreadsheet table.
DOI: 10.5065/d6sn0749
title: Guy Rowe Stream Discharge Data (ASCII). Version 1.0

description: This dataset contains stream flow data from Guy Rowe on the Seward Peninsula in Alaska. The stream discharge was monitored several times a day during snowmelt and periodically after snowmelt until late summer by taking individual measurements using a Flowmate current meter and a wading rod. Data is provided in comma delimited ASCII text files separated by year.
DOI: 10.5065/d6nv9gd1
title: Council Cover Data (Excel). Version 1.0

description: This dataset contains peak season understory cover and heights (cm) from the ATLAS sites in Council. Sites C2, C6, and C4 were point framed in 1999 and C1, C3, and C5 in 2000.
DOI: 10.5065/d6j38qpm
title: Council Flux Data - Site 1 Spruce Forest (ASCII). Version 1.0

description: This dataset includes flux data in ASCII format from site 1 in the Council region gathered during the 1999 summer field season. It includes data from the spruce forest site. This dataset is also available in an Excel format.
DOI: 10.5065/d6db7zzw
title: Council Climate Data - Site 3 Shrub (Excel). Version 1.0

description: This dataset includes climate data in Excel format from site 3 in the Council region gathered during the 1999 summer field season. It includes data from the shrub site.
DOI: 10.5065/d68k777z
title: Council Radiation Data - Station C2. Version 1.0

description: This dataset contains Radiation Data taken from the Council site station C2 during the ATLAS field project.
DOI: 10.15468/dl.wujndy
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sardinella zunasi"
 ]
}

 The dataset includes 1683 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035021-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d64x55z0
title: Council Flux Data - Site 6 Low Shrub (ASCII). Version 1.0

description: This dataset includes flux data in ASCII format from site 6 in the Council region gathered during the 1999 summer field season. It includes data from the lowshrub site. This dataset is also available in an Excel format.
DOI: 10.15468/dl.8hjkfu
title: Occurrence Download

description: A dataset containing 11965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is PER.18.2.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 11965 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035022-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3wabp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Colombia, Ecuador)",
 "PublishingOrg is 19456090-b49a-11d8-abeb-b8a03c50a862",
 "TaxonKey is Spilotes megalolepis Günther, 1865"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024608-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-221398
title: The Magazine of the Romanian Pentecostal Church, 1976, vol. 24, no. 3-4 = Buletinul Cultului Penticostal din Romania, 1976, anul XXIV, nr 3-4

description: [description english/roman)] The Magazine of the Pentecostal Church is the periodical, oficial publication of the Romanian Penticostal Church during communist times. It has been published between 1953-1989.
DOI: 10.15468/dl.yfqcnm
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraletharchus opercularis (Myers & Wade, 1941)"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056416-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4qn36
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Othonna bulbosa L."
 ]
}

 The dataset includes 251 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055683-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-222460
title: The Magazine of the Romanian Pentecostal Church, 1985, vol. 33, no. 9-10 = Buletinul Cultului Penticostal din Romania, 1985, anul XXXIII, nr 9-10

description: [description english/roman)] The Magazine of the Pentecostal Church is the periodical, oficial publication of the Romanian Penticostal Church during communist times. It has been published between 1953-1989.
DOI: 10.15468/dl.g6wdp7
title: Occurrence Download

description: A dataset containing 2107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cryptotis Pomel, 1848"
 ]
}

 The dataset includes 2107 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056400-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-222939
title: Apostolic Faith - In the Power of Holy Spirit, 1932, vol, 1, no. 8 = Credinţa Apostolică - În puterea Duhului Sfânt, 1932, anul I, nr 8

description: [description english/roman)] Apostolic Faith - In the Power of Holy Spirit is the periodical publication of the penticostal group named "Apostolic Pentecostal Church of God - Christian Baptized in the Holy Spirit" from Romania between 1932 & 1934.
DOI: 10.15468/dl.b8d295
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.7609269000000012 33.5036314999999973, -86.7609269000000012 33.5049989700000026, -86.7609269000000012 33.5064234199999973, -86.7609269000000012 33.5072780899999998, -86.7609269000000012 33.5080188100000029, -86.7609269000000012 33.5093292999999974, -86.7599560799999949 33.5093292999999974, -86.7587566600000031 33.5093292999999974, -86.7577285800000055 33.5093292999999974, -86.7561293499999948 33.5093292999999974, -86.7550442999999945 33.5093292999999974, -86.7550442999999945 33.5081327600000023, -86.7550442999999945 33.5075059999999993, -86.7550442999999945 33.5067083100000005, -86.7550442999999945 33.5056827100000021, -86.7550442999999945 33.5048280399999996, -86.7550442999999945 33.5036314999999973, -86.7567005100000017 33.5036314999999973, -86.7578999299999936 33.5036314999999973, -86.7588708899999972 33.5036314999999973, -86.7600131899999951 33.5036314999999973, -86.7609269000000012 33.5036314999999973))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096551-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-222451
title: The Magazine of the Romanian Pentecostal Church, 1985, vol. 33, no. 9-10 = Buletinul Cultului Penticostal din Romania, 1985, anul XXXIII, nr 9-10

description: [description english/roman)] The Magazine of the Pentecostal Church is the periodical, oficial publication of the Romanian Penticostal Church during communist times. It has been published between 1953-1989.
DOI: 10.15468/dl.kc2p5y
title: Occurrence Download

description: A dataset containing 9204617 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphibia"
 ]
}

 The dataset includes 9204617 records from 5331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024604-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.21561.08805
title: MODIFIED BRITISH PLAN TO DEAL WITH GERMAN ATTACK
DOI: 10.5517/cct9npf
title: CCDC 754065: Experimental Crystal Structure Determination

description: Related Article: Jing-Chun Xing, Yu-Long Bo, Bing Zhang, Wen-Zhi Li|2009|Acta Crystallogr.,Sect.E:Struct.Rep.Online|65|m1299|doi:10.1107/S1600536809037787
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: 10.13140/rg.2.2.27747.68645
title: SIMPLIFIED DEPICTION OF HOW 15TH AND 21ST PANZER DIVISIONS POUNDED AND BATTERED 7TH SUPPORT GROUP ON 21ST NOVEMBER 1941 MORNING TO SUNSET
DOI: 10.13140/rg.2.2.29005.97761
title: Most recent Spinach to make dyeremoving graphene
DOI: 10.15468/dl.gqg8hj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-165 82.5,-157.5 82.5,-157.5 90,-165 90,-165 82.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042564-251009101135966/datasets/export for details.
DOI: 10.21227/8zb2-pe32
title: "Reinforcement Learning-Enhanced BIM-Based Physics-Constrained Graph Neural Network Energy Management Framework"

description: "Building operational energy consumption is one of the main sources of global energy consumption and carbon emissions. In the context of high-quality development and the ``dual carbon'' strategic goals, efficient and interpretable building energy consumption management methods hold significant theoretical and practical importance. Existing studies primarily rely on BIM energy consumption assessment based on physical simulation or single data-driven models, which suffer from shortcomings such as computational complexity, inability to capture complex nonlinear features, difficulty in considering dynamic feedback, and lack of interpretability. To address the aforementioned issues, this paper proposes a reinforcement learning-enhanced BIM-based physics-constrained graph neural network energy management framework. This framework extracts geometric, material, and topological features from the building information model, employs a physics-constrained graph neural network for energy consumption prediction, and integrates reinforcement learning to achieve real-time control strategies. Specifically, we fuse BIM features through tensor representation and graph convolution, design a physics-constrained loss function embedding the heat conduction equation, and construct a reinforcement learning policy network based on value iteration to achieve integrated energy consumption prediction and control. Extensive experiments on multiple public and self-built datasets demonstrate that this method significantly outperforms XGBoost, Random Forest, LightGBM, CatBoost, TabNet, AutoGluon, FT-Transformer, as well as recently proposed Physics-Informed GNN, BuildingGym reinforcement learning framework, Neural Operator Transformer, and other methods in terms of MAPE, RMSE, and other metrics, with an average error reduction of over 20\\%, and exhibits excellent generalization and robustness. The research results indicate that the deep coupling of reinforcement learning and physics-constrained graph neural networks provides new theoretical tools and practical pathways for building energy consumption management, promoting the application of BIM--AI integration in the energy field."