cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/5sr-2aj-smx
title: Acer pseudoplatanus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jgj-4bw-q54
title: Hippocrepis comosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.15826861
title: Datasets for journal article "Hydrodynamic Evaluation of Paddy Field Dams for Flood Mitigation Using the SWMM Model"

description: This is the dataset for the journal article "Hydrodynamic Evaluation of Paddy Field Dams for Flood Mitigation Using the SWMM Model".
DOI: 10.5281/zenodo.17338285
title: Datasets for journal article "Hydrodynamic Evaluation of Paddy Field Dams for Flood Mitigation Using the SWMM Model"

description: This is the dataset for the journal article "Hydrodynamic Evaluation of Paddy Field Dams for Flood Mitigation Using the SWMM Model".
DOI: 10.15468/dl.7j9kfk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balaenanemertes grandis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017272-251025141854904/datasets/export for details.
DOI: 10.5285/0d6de9b6-1f80-4f78-b65a-503db8ba63cf
title: Nutrient concentration and stable isotope data from water samples across river-lake networks in the English Lake District and Norfolk Broads, 2017-2018

description: This dataset contains information about the background hydrochemistry and nutrient biogeochemistry of water samples collected from networks of interconnected rivers and lakes. Each water sample was analysed for the concentration of multiple fractions of nitrogen and phosphorus, and for the stable oxygen and nitrogen isotope composition of nitrate. Water samples were collected across the period 2017-2018 from multiple river-lake networks in the English Lake District and the Norfolk Broads.   

This research was supported by the Natural Environment Research Council (Grant NE/N006453/1: Hydroscape – Connectivity x Stressor Interactions)
description: Water samples were collected from well-mixed areas of streams and rivers via bridges or from river banks. Samples of lake surface water (upper 30 cm of water column) were collected from pelagic zones via boats, or from the lake shore where logistical constraints prevented the use of boats. Water samples were analysed for field parameters (pH, EC, temperature) immediately, and then processed (filtration) in the field before storage on ice prior to return to the laboratory. Samples were stored in refrigerators or frozen (for isotope analysis) prior to analysis. A range of laboratory analyses were undertaken to determine the concentration of individual nutrient fractions and stable nitrate oxygen and nitrogen isotope composition. 

Field blanks, using >18.2 M Ω milliQ-grade laboratory water, were included in each sampling visit and confirmed no contamination occurred during sample collection or processing. Calibrations for nutrient concentration analyses were confirmed using externally-certified reference standards. Repeated analysis of 10% of samples, selected at random, was used to evaluate precision of the analytical approaches for nutrient concentration analyses. Raw stable isotope values were calibrated using international standards. All international standards were run in triplicate, as well as an internal nitrate standard for quality control measures. At least one environmental sample in each run was also analysed in triplicate. 

Data were entered into a spreadsheet and manually checked for transcription errors.
DOI: 10.5281/zenodo.17530076
title: Data for: Identifying the demographic pathways linking environmental covariates to population dynamics in an avian migrant

description: Data used in analyses for: Identifying the demographic pathways linking environmental covariates to population dynamics in an avian migrant
DOI: 10.5281/zenodo.17530075
title: Data for: Identifying the demographic pathways linking environmental covariates to population dynamics in an avian migrant

description: Data used in analyses for: Identifying the demographic pathways linking environmental covariates to population dynamics in an avian migrant
DOI: 10.17632/3cn994n6xx
title: Chloric acid-driven nucleation enhanced by dimethylamine and sulfuric acid in the Arctic: mechanistic study

description: This dataset contains the cluster formation rate and chloric acid dimer concentration for the chloric acid and dimethylamine system at 278K. It also includes the cluster formation rate and chloric acid dimer concentration for the chloric acid and dimethylamine system at 258K.
DOI: 10.17632/3cn994n6xx.1
title: Chloric acid-driven nucleation enhanced by dimethylamine and sulfuric acid in the Arctic: mechanistic study

description: This dataset contains the cluster formation rate and chloric acid dimer concentration for the chloric acid and dimethylamine system at 278K. It also includes the cluster formation rate and chloric acid dimer concentration for the chloric acid and dimethylamine system at 258K.
DOI: 10.17632/khjhgj3bwd
title: Jecheon_2020

description: Landslide conditioning factors & Geotechnical parameters in Jecheon, Republic of Korea
DOI: 10.17632/khjhgj3bwd.1
title: Jecheon_2020

description: Landslide conditioning factors & Geotechnical parameters in Jecheon, Republic of Korea
DOI: 10.17632/k6m7jhr8h6.1
title: Jecheon_2020

description: Landslide conditioning factors in Jecheon, Republic of Korea
DOI: 10.17632/c9x4gfnk8h
title: "DATASET ESTIMULACION COGNITIVA GNA"

description: Introducción: La estimulación cognitiva ha mostrado importantes beneficios cognitivos, emocionales y sociales en personas con demencia. Sin embargo, su efectividad depende en gran medida de la adherencia al tratamiento, un aspecto aún poco explorado en las intervenciones psicosociales. Objetivo: Describir los factores que contribuyen a la adherencia al tratamiento a los programas de estimulación cognitiva del Grupo de Neurociencias de Antioquia a partir de las experiencias de los participantes y sus acompañantes. Materiales y métodos: Se llevó a cabo un estudio fenomenológico mediante entrevistas semiestructuradas considerando los factores de adherencia descritos por la Organización Mundial de la Salud (OMS). Resultados: Los principales hallazgos permiten identificar además de aspectos clínicos, otros relacionados con el entorno afectivo, social, familiar y el diseño del programa de intervención. Discusión: Estos resultados tienen implicaciones importantes para implementar enfoques interdisciplinarios y mantener estrategias terapéuticas específicas que favorezcan la adherencia en tratamientos no farmacológicos.
DOI: 10.17632/c9x4gfnk8h.1
title: "DATASET ESTIMULACION COGNITIVA GNA"

description: Introducción: La estimulación cognitiva ha mostrado importantes beneficios cognitivos, emocionales y sociales en personas con demencia. Sin embargo, su efectividad depende en gran medida de la adherencia al tratamiento, un aspecto aún poco explorado en las intervenciones psicosociales. Objetivo: Describir los factores que contribuyen a la adherencia al tratamiento a los programas de estimulación cognitiva del Grupo de Neurociencias de Antioquia a partir de las experiencias de los participantes y sus acompañantes. Materiales y métodos: Se llevó a cabo un estudio fenomenológico mediante entrevistas semiestructuradas considerando los factores de adherencia descritos por la Organización Mundial de la Salud (OMS). Resultados: Los principales hallazgos permiten identificar además de aspectos clínicos, otros relacionados con el entorno afectivo, social, familiar y el diseño del programa de intervención. Discusión: Estos resultados tienen implicaciones importantes para implementar enfoques interdisciplinarios y mantener estrategias terapéuticas específicas que favorezcan la adherencia en tratamientos no farmacológicos.
DOI: 10.17632/y963drz3vs
title: Supplemental Material for the study of ruminal and hindgut acidosis

description: These Figures are supplemental material for the study of ruminal and hindgut acidosis
DOI: 10.17632/y963drz3vs.1
title: Supplemental Material for the study of ruminal and hindgut acidosis

description: These Figures are supplemental material for the study of ruminal and hindgut acidosis
DOI: 10.5517/ccdc.csd.cc2ks2m2
title: CCDC 2376634: Experimental Crystal Structure Determination

description: Related Article: Haomiao Xie,  Milad Ahmadi Khoshooei,  Mukunda Mandal,  Simon M. Vornholt,  Jan Hofmann,  Luke M. Tufaro,  Kent O. Kirlikovali,  Dawson A. Grimes,  Seryeong Lee,  Shengyi Su,  Susanne Reischauer,  Debabrata Sengupta,  Kira Fahy,  Kaikai Ma,  Xiaoliang Wang,  Fanrui Sha,  Wei Gong,  Yongwei Chen,  Jenny G. Vitillo,  John S. Anderson,  Justin M. Notestein,  Karena W. Chapman,  Laura Gagliardi,  Omar K. Farha|2025|Nature Chemistry|17|1514|doi:10.1038/s41557-025-01876-y
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: 10.17632/vpsjyj3mxv.1
title: Supplement 1 - Pemphigus_RTX_vs_MMF/AZA

description: Mendeley Supplement 1
DOI: 10.17632/367z8fzhfm
title: Dataset_Qmethod wastewater irrigation Spain

description: Dataset for the research: How perceptions and opinions influence the adoption of reclaimed wastewater for irrigation? Learnings from Alicante, Southeastern Spain. In this research we explore rural farmers’, irrigation communities' and urban water managers' opinions and perceptions associated with reclaimed wastewater use for irrigation and related water exchange agreements. Using Q methodology, distinct behaviors within reclaimed wastewater acceptance and concerns have been identified.
DOI: 10.17632/367z8fzhfm.1
title: Dataset_Qmethod wastewater irrigation Spain

description: Dataset for the research: How perceptions and opinions influence the adoption of reclaimed wastewater for irrigation? Learnings from Alicante, Southeastern Spain. In this research we explore rural farmers’, irrigation communities' and urban water managers' opinions and perceptions associated with reclaimed wastewater use for irrigation and related water exchange agreements. Using Q methodology, distinct behaviors within reclaimed wastewater acceptance and concerns have been identified.
DOI: 10.17632/bpn8dh9wf5
title: Parent-School Communication via Primary School Class WeChat Groups: Patterns and Responsibility Allocation Attitudes

description: This data warehouse contains the datasets, scripts, and results related to the study on parent-school communication behaviors and responsibility allocation in class-based WeChat groups. The repository includes raw data from 1,286 parents, processed analysis outputs (Latent Class Analysis and Correspondence Analysis), and the corresponding scripts used for data processing and analysis.
For detailed descriptions of the folder structure, data files, and scripts, please refer to the ReadMe.txt file located in the root directory of the warehouse.
DOI: 10.17632/bpn8dh9wf5.2
title: Parent-School Communication via Primary School Class WeChat Groups: Patterns and Responsibility Allocation Attitudes

description: This data warehouse contains the datasets, scripts, and results related to the study on parent-school communication behaviors and responsibility allocation in class-based WeChat groups. The repository includes raw data from 1,286 parents, processed analysis outputs (Latent Class Analysis and Correspondence Analysis), and the corresponding scripts used for data processing and analysis.
For detailed descriptions of the folder structure, data files, and scripts, please refer to the ReadMe.txt file located in the root directory of the warehouse.
DOI: 10.17632/5w3gdsym68
title: When the bordering levee breaks: The impact of floods on corporate financialization in China

description: Paper Title 
When the bordering levee breaks: The impact of floods on corporate financialization in China.
Authors: 
Ziqing Wu (School of Economics & Trade, Hunan University, Changsha, China);
Leyi Chen (School of Economics & Trade, Hunan University, Changsha, China); 
Lingpeng Shi (School of Economics & Trade, Hunan University, Changsha, China); 
Date: October 23, 2025 

1. Overview 
This replication package provides all the publicly available data, code, and instructions required to reproduce the main empirical results of the above-mentioned research paper. The package is designed to facilitate transparency and enable independent verification of all statistical findings reported in the study.
DOI: 10.17632/5w3gdsym68.5
title: When the bordering levee breaks: The impact of floods on corporate financialization in China

description: Paper Title 
When the bordering levee breaks: The impact of floods on corporate financialization in China.
Authors: 
Ziqing Wu (School of Economics & Trade, Hunan University, Changsha, China);
Leyi Chen (School of Economics & Trade, Hunan University, Changsha, China); 
Lingpeng Shi (School of Economics & Trade, Hunan University, Changsha, China); 
Date: October 23, 2025 

1. Overview 
This replication package provides all the publicly available data, code, and instructions required to reproduce the main empirical results of the above-mentioned research paper. The package is designed to facilitate transparency and enable independent verification of all statistical findings reported in the study.
DOI: 10.15468/dl.nshue7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balaenanemertes hjorti",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017274-251025141854904/datasets/export for details.
DOI: 10.17632/n65tm8mk2c.1
title: A reduced stochastic data-driven approach to modelling and generating vertical ground reaction forces during running

description: This dataset is associated to the article entitled "A reduced stochastic data-driven approach to modeling and generating vertical ground reaction forces during running". It contains all the algorithms and data required to reproduce all the results presentes in that research paper.

More details can be found within the article.
DOI: 10.17632/nd8rfmk6x6
title: Data Replication Files for Services Trade and the Choice of Online versus In-Person Delivery

description: This data repository includes raw data and associated files to replicate the findings in Sarah Oliver. (2025). "Services Trade and Choice of Online versus In-Person Delivery", Journal of International Economics, forthcoming.
DOI: 10.17632/nd8rfmk6x6.1
title: Data Replication Files for Services Trade and the Choice of Online versus In-Person Delivery

description: This data repository includes raw data and associated files to replicate the findings in Sarah Oliver. (2025). "Services Trade and Choice of Online versus In-Person Delivery", Journal of International Economics, forthcoming.
DOI: 10.17632/f92c7ysmys
title: Base editing of both DNA strands with the small CRISPR-associated effector Cas12f1. Swartjes et al.

description: Data of DNA base editing in Escherichia coli using Cas12f1-driven base editors.
Also contains the sequences of the plasmids used in these experiments.
DOI: 10.17632/f92c7ysmys.1
title: Base editing of both DNA strands with the small CRISPR-associated effector Cas12f1. Swartjes et al.

description: Data of DNA base editing in Escherichia coli using Cas12f1-driven base editors.
Also contains the sequences of the plasmids used in these experiments.
DOI: 10.17632/ycbwyn6yjz
title: Supplemental Material for Adiposome Lipidomic Shifts Following Bariatric Surgery in Association with Weight Loss and Cardiometabolic Benefit

description: Supplementary Figure 1. Distinct adiposome phospholipid signatures following bariatric surgery.
Supplementary Figure 2. Altered adiposome ceramide, sphingomyelin, and cholesteryl ester profiles post-surgery.
Supplementary Figure 3. Post-bariatric changes in adiposome-derived triglyceride, diacylglyceride, fatty acid, and FAHFA species.
Supplementary Table 1. Performance of an Artificial Neural Network Model in Predicting Clinical Parameters from Adiposome Lipidomic Profiles
DOI: 10.17632/ycbwyn6yjz.1
title: Supplemental Material for Adiposome Lipidomic Shifts Following Bariatric Surgery in Association with Weight Loss and Cardiometabolic Benefit

description: Supplementary Figure 1. Distinct adiposome phospholipid signatures following bariatric surgery.
Supplementary Figure 2. Altered adiposome ceramide, sphingomyelin, and cholesteryl ester profiles post-surgery.
Supplementary Figure 3. Post-bariatric changes in adiposome-derived triglyceride, diacylglyceride, fatty acid, and FAHFA species.
Supplementary Table 1. Performance of an Artificial Neural Network Model in Predicting Clinical Parameters from Adiposome Lipidomic Profiles
DOI: 10.17632/gcmxns5nmk.1
title: Absolute and adjusted carbon emissions data of European energy and heavy-industry sectors

description: The dataset includes data on absolute and adjusted carbon emissions (i.e., total, per capita, and per unit of industrial gross value added) from energy and heavy-industry sectors in 238 regions across 27 EU countries over a 13-year period (2008–2020).
DOI: 10.17632/423j4czmms
title: V alidation of intestinal metabarcoded sequencing tool to determine the composition of Cryptosporidium species and Giardia intestinalis assemblages

description: This study involved designing metabarcoding Illumina Mi-Seq primers and developing an appropriate bioinformatic pathway to quantify the sequence reads generated for the different Cryptosporidium species and G. intestinalis assemblages present. The validity of the approach was tested using test pool samples generated from known proportions of available positive controls of different Cryptosporidium species and G. intestinalis assemblages. The approach was then used to analyse the composition of Cryptosporidium species and G. intestinalis assemblages in positive samples collected from animals and humans in Europe and the USA.
DOI: 10.17632/423j4czmms.1
title: V alidation of intestinal metabarcoded sequencing tool to determine the composition of Cryptosporidium species and Giardia intestinalis assemblages

description: This study involved designing metabarcoding Illumina Mi-Seq primers and developing an appropriate bioinformatic pathway to quantify the sequence reads generated for the different Cryptosporidium species and G. intestinalis assemblages present. The validity of the approach was tested using test pool samples generated from known proportions of available positive controls of different Cryptosporidium species and G. intestinalis assemblages. The approach was then used to analyse the composition of Cryptosporidium species and G. intestinalis assemblages in positive samples collected from animals and humans in Europe and the USA.
DOI: 10.17632/wz4bhrbxx2
title: Manjunath&Sane(2025)_Supplementary

description: The data deposited here is for the paper titled "Mechanosensory cephalic bristles mediate rapid flight initiation in hawkmoths" submitted by Maitri Manjunath and Sanjay P Sane. This data was collected in the laboratory of Prof. Sanjay P Sane at the National Centre for Biological Sciences, Bangalore, India. 
All the data deposited here is original work and has not been submitted elsewhere.
DOI: 10.17632/wz4bhrbxx2.1
title: Manjunath&Sane(2025)_Supplementary

description: The data deposited here is for the paper titled "Mechanosensory cephalic bristles mediate rapid flight initiation in hawkmoths" submitted by Maitri Manjunath and Sanjay P Sane. This data was collected in the laboratory of Prof. Sanjay P Sane at the National Centre for Biological Sciences, Bangalore, India. 
All the data deposited here is original work and has not been submitted elsewhere.
DOI: 10.17632/rdy69h4bz7
title: Energy Costs and Default Risk in Green Mortgage Securitisations

description: This repository contains the programs to reproduce the dataset construction in SAS Enterprise Guide and to run the Stata regressions used in “Energy Costs and Default Risk in Green Mortgage Securitisations”. 
Raw loan-level data are proprietary and cannot be shared. The archive includes: (i) SAS EG project (.egp) to create the analysis dataset; (ii) Stata do-files to estimate the models and produce the main tables; (iii) README with exact software versions, execution order, SHA-256 checksums, license and citation.

Some regressions with interaction fixed effects were executed on the Reading Academic Computing Cluster (RACC) due to memory and time requirements. The results are reproducible with equivalent resources.

Software: SAS Enterprise Guide 8.3 Update 3 (8.3.3.181) 64-bit; Stata 9.5; OS: Windows 11.
DOI: 10.17632/rdy69h4bz7.1
title: Energy Costs and Default Risk in Green Mortgage Securitisations

description: This repository contains the programs to reproduce the dataset construction in SAS Enterprise Guide and to run the Stata regressions used in “Energy Costs and Default Risk in Green Mortgage Securitisations”. 
Raw loan-level data are proprietary and cannot be shared. The archive includes: (i) SAS EG project (.egp) to create the analysis dataset; (ii) Stata do-files to estimate the models and produce the main tables; (iii) README with exact software versions, execution order, SHA-256 checksums, license and citation.

Some regressions with interaction fixed effects were executed on the Reading Academic Computing Cluster (RACC) due to memory and time requirements. The results are reproducible with equivalent resources.

Software: SAS Enterprise Guide 8.3 Update 3 (8.3.3.181) 64-bit; Stata 9.5; OS: Windows 11.
DOI: 10.15468/dl.cfaetx
title: Occurrence Download

description: A dataset containing 23490307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((96.11051 -12.59364,142.44861 -12.59364,142.44861 17.86326,96.11051 17.86326,96.11051 -12.59364))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 23490307 records from 2921 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017173-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc49frl
title: CCDC 128239: Experimental Crystal Structure Determination

description: Related Article: K.A.Wheeler, C.J.Carrow|1996|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|52|3183|doi:10.1107/S0108270196009821
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/cc49hd9
title: CCDC 128290: Experimental Crystal Structure Determination

description: Related Article: D.W.Tomlin, T.J.Bunning, C.M.McHugh, W.W.Adams|1996|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|52|3181|doi:10.1107/S0108270196005562
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.