cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/b43trthrmg.1
title: Gut microbiomes of mammals and birds from Slovenia: 16S rRNA sequencing data

description: A large dataset of fecal microbiomes from 715 individual animals representing over 50 mammalian and avian species from Slovenia. We collected samples from both wild and domestic animals with an emphasis on capturing microbial diversity across a wide range of taxa and ecological contexts. The samples were subjected to 16S rRNA gene sequencing, targeting the V3–V4 hypervariable region. Bioinformatic analysis was performed using Usearch to generate zero-radius operational taxonomic units (ZOTUs).

This dataset was generated primarily for the development of microbial source tracking (MST) assays used for identifying the sources of fecal pollution in contaminated water. However, it provides a valuable resource for broader microbiome research. It enables comparative studies across host species, trophic guilds, and environmental contexts such as domestication.
DOI: 10.17632/9dwg4bf9w6
title: Geospatial Data and Mapping in Hydrology: A Systematic Review of Techniques and Applications Across Indian States

description: Data spreadsheet
DOI: 10.17632/9dwg4bf9w6.1
title: Geospatial Data and Mapping in Hydrology: A Systematic Review of Techniques and Applications Across Indian States

description: Data spreadsheet
DOI: 10.17632/93srbbjk8w.1
title: ColorBlindness_Perception_UniversityStudents_2025

description: # Dataset: Color Blindness Perception Among University Students (2025)

## Overview
This dataset contains anonymized survey responses from higher-education students enrolled in design-related academic programs (Video Games, Animation, Digital Design, and Audiovisual Creation). The study explores students’ awareness, knowledge, and perceptions of color blindness (Color Vision Deficiency, CVD), as well as the presence of accessibility-related content in their academic training.

The dataset accompanies the research article **“Perception of Color Vision Deficiency in Higher Education Design Programs” (2025)**.

All responses have been anonymized. Free-text responses and non-essential scoring columns have been removed to ensure compliance with privacy and ethical standards.

## File Structure
- `ColorBlindness_Perception_UniversityStudents_2025.csv` 
- `ColorBlindness_Perception_UniversityStudents_2025.xlsx`

Both files contain the same data in different formats.

## Number of Participants
- **N = 387** higher-education students from creative-media fields.

## Variables Included
The dataset contains:
- Sociodemographic variables 
- Academic program and training background 
- Prior knowledge of color blindness 
- Self-reported CVD status 
- Awareness of accessibility tools 
- Perception of received training 
- Opinions about incorporating accessibility into curricula

A full Data Dictionary is provided below.

## Ethical Compliance
- The study received formal approval from the **UDIT University Ethics Committee**, ensuring compliance with ethical research standards.
- No direct identifiers are present (names, emails, student IDs, IPs, etc.).
- All free-text responses and potentially identifying information have been removed.
- The dataset is fully anonymized and compliant with FAIR data principles and general data protection regulations.


## Citation
If you use this dataset, please cite:

**Campos-Baello, C., & Alonso-Urbano, D. (2025). Color Blindness Perception Among University Students (Dataset). Mendeley Data**

## License
CC BY 4.0 — You are free to use, adapt, and share this dataset with attribution.
DOI: 10.5281/zenodo.17648093
title: Plant-phenological records in northern Finland since the 18th century as retrieved from databases, archives and diaries for biometeorological research

description: Plant-phenological data from northern Finland, compiled from several sources, were examined as potential biometeorological indicators of climate change since the 18th century. A common feature of individual series was their sporadic nature. In addition to waning enthusiasm, wartime hardships and crop failures had caused gaps in recording observations during the eighteenth and nineteenth centuries. The present study’s challenge was to combine separate records, as retrieved from several historical archives and personal diaries, into a single continuous series. To avoid possible biases due to the variability of data availability each year, each phenomenon-specific mean series was transformed into normalized site-specific index series. These series were compared to each other and to a regional instrumental temperature series (years 1802-2011). The inter-phenomena correlations were high. Moreover, a strong biometeorological response of the phenological series most especially to monthly mean temperature in May, and seasonally to the April through June temperatures, was identified. This response focused on slightly-later spring months compared to the responses in an earlier study conducted for southern Finland. The findings encouraged us to compute a total phenological index series as an average of all available phenomenon-specific index series for northern Finland. The earliest phenological springs were found as a cluster in the recent end of the record, whereas the anomalously-late phenological spring could be found through the centuries. This finding could indicate that potential future warming could result in an earlier onset of phenological springs (i.e. as experienced by the plants), with a remaining possibility of late phenological springs. To conclude, it was shown that the indices are reliable biometeorological indicators of the April through June temperature variations and thus of the climate variability in the region.
description: The files contain a series of total phenology indices for the years 1750-2011 and a short summary in Finnish.
DOI: 10.5281/zenodo.17648094
title: Plant-phenological records in northern Finland since the 18th century as retrieved from databases, archives and diaries for biometeorological research

description: Plant-phenological data from northern Finland, compiled from several sources, were examined as potential biometeorological indicators of climate change since the 18th century. A common feature of individual series was their sporadic nature. In addition to waning enthusiasm, wartime hardships and crop failures had caused gaps in recording observations during the eighteenth and nineteenth centuries. The present study’s challenge was to combine separate records, as retrieved from several historical archives and personal diaries, into a single continuous series. To avoid possible biases due to the variability of data availability each year, each phenomenon-specific mean series was transformed into normalized site-specific index series. These series were compared to each other and to a regional instrumental temperature series (years 1802-2011). The inter-phenomena correlations were high. Moreover, a strong biometeorological response of the phenological series most especially to monthly mean temperature in May, and seasonally to the April through June temperatures, was identified. This response focused on slightly-later spring months compared to the responses in an earlier study conducted for southern Finland. The findings encouraged us to compute a total phenological index series as an average of all available phenomenon-specific index series for northern Finland. The earliest phenological springs were found as a cluster in the recent end of the record, whereas the anomalously-late phenological spring could be found through the centuries. This finding could indicate that potential future warming could result in an earlier onset of phenological springs (i.e. as experienced by the plants), with a remaining possibility of late phenological springs. To conclude, it was shown that the indices are reliable biometeorological indicators of the April through June temperature variations and thus of the climate variability in the region.
description: The files contain a series of total phenology indices for the years 1750-2011 and a short summary in Finnish.
DOI: 10.25345/c5t43jg68
title: MassIVE MSV000099954 - Chemical background in microsamplers for chemical exposomics (doi.org/10.1021/acs.estlett.5c00707)
title: Nontargeted dataset on chemical background found in simulated sampling with blood microsampling devices for chemical exposomics (doi.org/10.1021/acs.estlett.5c00707) Note: Three intrasampler replicates are not included due to injection failure (Cap B S1 R2 in ACN neg, Cap B50 S4 R2 in MeOH neg and pos)
DOI: 10.5281/zenodo.17648667
title: Soil carbon dataset for Europe in 2009 and 2018, integrated from the LUCAS database.
DOI: 10.34740/kaggle/dsv/13790862
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.269hqa
title: Occurrence Download

description: A dataset listing the 205 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "MediaType is Image",
 "TaxonKey is Chrysomelidae",
 "Year 2000-2025"
 ]
}

 The dataset's 205 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044906-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17640647
title: Dataset 2

description: hopefully better data
DOI: 10.5281/zenodo.17640648
title: Dataset 2

description: hopefully better data
DOI: 10.5281/zenodo.17589813
title: AgRimate WP1-T1.1 – Exploring pruning process and technology perception

description: Structured interviews and questionnaires with stakeholders in Spain and Greece (olive and vineyard pruning).

 

This dataset comprises qualitative and quantitative data collected through structured interviews and questionnaires with stakeholders involved in olive tree and vineyard pruning across Spain and Greece. It includes expert insights from farm owners, field supervisors, agricultural workers, and cooperative members, focusing on practices, tools, working conditions, and perceptions of emerging technologies such as exoskeletons, augmented reality (AR), and autonomous robotic pruning platforms (ARPP). Data includes interview transcripts, survey responses, demographic metadata, and perception ratings on Likert scales (22 interviews). The dataset is unique in its dual focus on traditional and technology-assisted pruning practices and integrates psychosocial, cognitive, and operational dimensions
DOI: 10.15468/dl.cw476v
title: Occurrence Download

description: A dataset containing 1449370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "IucnRedListCategory is one of (EN, CR, VU)",
 "StateProvince is California",
 "Year 2000-2025"
 ]
}

 The dataset includes 1449370 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044895-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6092/unibo/amsacta/8629
title: PCB method design of experiments

description: This dataset contains the complete experimental matrices and multivariate responses used for the optimization of Gas Chromatography-Mass Spectrometry (GC–MS) analytical conditions and extraction procedures in the simultaneous determination of Polychlorinated biphenyl (PCB), brominated flame retardants (BFR) and novel brominated flame retardants (NBFR) in human serum. Four CSV files are provided. DesignOfExperiment_RF_LOQ.csv reports the D-optimal and full-factorial experimental designs used to optimize retention factor (RF), chromatographic separation, and limit of quantification (LOQ), including variable levels for injection parameters, oven temperatures, and pulse conditions. DesignOfExperiment_extraction.csv contains the extraction-optimization DoE evaluating the effect of hexane and ethyl acetate volumes and SPE elution composition on analyte recovery and matrix effects. PrincipalComponentAnalysis_RF_LOQ.csv includes A/FWHM ratios for all target analytes, used to compute Principal Component Analysis (PCA) models that summarize global chromatographic performance during method refinement. PrincipalComponentAnalysis_extraction.csv provides recovery-based PCA input data for assessing extraction efficiency across pollutant classes. Together, these datasets support full reproducibility of the chemometric workflow applied in the associated study, enabling reconstruction of DoE models, PCA analyses, and optimization paths. Typical uses include method-development benchmarking, teaching of multivariate optimization strategies, and re-analysis of GC–MS development data under alternative criteria.
DOI: 10.15468/dl.4a25j9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.6188 27.89913, -112.4688 27.89913, -112.4688 28.04913, -112.6188 28.04913, -112.6188 27.89913))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044926-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg3p3p
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ipomoea descolei"
 ]
}

 The dataset includes 82 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044925-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17592267
title: AgRimate: WP1: Technical and Operational Roadmap: T1.1: Analyzing data from surveys on pruning and technology perception

description: Derived from previously collected raw data (interviews and surveys) in Spain and Greece pilots.

 

This dataset is derived from previously collected data on pruning practices and perceptions. It includes structured analysis of survey responses using Likert scales to assess user perceptions of adaptability, ease of use, reliability, safety, trust, and utility of AR and robotic technologies. Additionally, it captures participant-reported effort during pruning tasks and demographic information such as age, gender, and experience level. The dataset supports cross-sectional analysis of user experience and technology acceptance in agricultural settings.
DOI: 10.5281/zenodo.17648620
title: Data for "Scabies seasonality and climate associations in Rohingya refugee camps, Cox's Bazar (2021–2023)"
DOI: 10.5281/zenodo.17648621
title: Data for "Scabies seasonality and climate associations in Rohingya refugee camps, Cox's Bazar (2021–2023)"
DOI: 10.15468/dl.2bq7wx
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "TaxonKey is Cypripedium himalaicum"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044927-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6ztsm
title: Occurrence Download

description: A dataset containing 1281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "Geometry POLYGON((2.28797 51.07165,3.33413 50.24504,5.44027 49.45559,6.12227 49.31994,5.96903 49.93839,6.49879 50.27655,6.54823 50.75001,5.32842 51.6598,3.4503 51.45515,2.28797 51.07165))",
 "HasGeospatialIssue is false",
 "TaxonKey is Lyrurus tetrix"
 ]
}

 The dataset includes 1281 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044928-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/rgnsna
title: Dataset Repository for the report "Evolución de Precios de Vivienda y Alquileres en Zaragoza 2025"

description: El mercado inmobiliario residencial constituye uno de los ejes estructurantes de la dinámica socioeconómica urbana contemporánea. En el contexto español, la última década ha presenciado oscilaciones significativas en los precios de vivienda, accesibilidad y patrones de inversión, fenómenos que adquieren particular relevancia en ciudades intermedias como Zaragoza, donde convergen presiones de demanda, limitaciones de oferta y transformaciones en las estrategias de acceso al patrimonio habitacional.

La presente investigación se propone examinar de manera crítica y sistemática la evolución del mercado inmobiliario zaragozano durante el período 2018-2025, integrando análisis de precios, esfuerzo de compra y alquiler, dinámicas territoriales, y emergencia de operaciones inmobiliarias no convencionales.

Pese a los esfuerzos regulatorios y de política pública, la accesibilidad a la vivienda permanece como desafío crítico en el territorio español. En particular, el acceso a vivienda para rentas medias se ha visto progresivamente comprometido por la divergencia sostenida entre evolución de precios y capacidad adquisitiva, fenómeno que se manifiesta con intensidades heterogéneas según el contexto urbano. Zaragoza, como ciudad intermedia de relevancia territorial y económica en el sistema urbano español, merece un análisis de profundidad que permita comprender tanto las dinámicas propias del mercado local como su posicionamiento comparativo respecto a grandes capitales tales como Madrid y Barcelona.
DOI: 10.15468/dl.vnyt5r
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.29_1",
 "TaxonKey is Cypripedium himalaicum"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044929-251025141854904/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.cc2ndlym
title: CCDC 2454981: Experimental Crystal Structure Determination

description: Related Article: Xinhui Li, Pifu Gong, Mingxing Chen, Shujuan Zhuang, Man Qi, Wenqiang Wang, Xinfang Wang, Zhen Jia, Mingjun Xia|2025|Inorg.Chem.Front.|12|7675|doi:10.1039/D5QI01234A
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.cc2ndlzn
title: CCDC 2454982: Experimental Crystal Structure Determination

description: Related Article: Xinhui Li, Pifu Gong, Mingxing Chen, Shujuan Zhuang, Man Qi, Wenqiang Wang, Xinfang Wang, Zhen Jia, Mingjun Xia|2025|Inorg.Chem.Front.|12|7675|doi:10.1039/D5QI01234A
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.2.2.31587.82723
title: PhD Thesis-Domelevo Adjoa- Annexe M- Publications during preparation of PhD
DOI: 10.15468/dl.cqzcrk
title: Occurrence Download

description: A dataset containing 378740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Agrotis segetum, Agrotis ipsilon, Mythimna loreyi, Mythimna unipuncta, Helicoverpa zea, Helicoverpa armigera, Spodoptera eridania, Spodoptera litura, Spodoptera littoralis)",
 "Year 2000-2025"
 ]
}

 The dataset includes 378740 records from 495 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044908-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17482219
title: smart-highway dataset
DOI: 10.5281/zenodo.17482218
title: smart-highway dataset
DOI: 10.13140/rg.2.2.28232.38404
title: Ordinal FFH SPSS 2025
DOI: 10.15468/dl.csfzbh
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichloris crinita",
 "HasCoordinate is true"
 ]
}

 The dataset includes 286 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044930-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/g7ds44bwbr
title: Surgical Procedures

description: The laparoscopic spleen-preserving dissection of No. 10 lymph nodes via the retro-pancreatic approach is summarized as follows:
Surgical Steps:
Creation of Retro-pancreatic Space: Incise the inferior pancreatic border and develop the retro-pancreatic space anterior to the renal fascia, extending it toward the splenic lower pole, the splenomesenteric venous confluence, and the left diaphragmatic crus.
Right-sided Dissection:
Detach the greater omentum and transverse mesocolon to isolate and transect the right gastroepiploic vessels at their origin, dissecting No. 6 and No. 4sd LNs.
Incise the hepatoduodenal ligament to expose the proper hepatic artery and common bile duct. Isolate and transect the right gastric vessels, clearing No. 5 LNs.
Continue dissection along the proper hepatic artery (No. 12a LNs) and open the hepatogastric ligament to dissect No. 1 and No. 3 LNs.
Central Vascular Dissection:
After transecting the duodenum, elevate the stomach. Dissect the gastropancreatic fold to expose the left gastric vessels.
Isolate and transect the left gastric vessels at their origin, identifying the celiac trunk and its branches. Dissect No. 7, No. 9, and No. 8a LNs.
Left-sided and Splenic Hilar Dissection:
Incise the superior pancreatic border near the celiac trunk to access the retro-pancreatic space.
Circumferentially skeletonize the splenic artery and vein from proximal to distal, systematically dissecting No. 11p, No. 11d, No. 4sb, No. 4sa, and finally No. 10 LNs.
Isolate and transect the fundic branch of the left inferior phrenic artery to complete No. 2 LN dissection.