cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ffb43ctvs3.1
title: Feeding the world beyond 2050: Leveraging Africa’s pig sector for sustainable food security

description: The pig sector in Africa, particularly its indigenous breeds, represents a crucial yet underutilized resource for food security and poverty alleviation among rural households. This study reviews the current status of Africa's pig sector, highlighting its contribution to rural livelihoods and food security through a comprehensive analysis of production systems and socio-economic impacts. Our study demonstrates that Africa’s pig sector, despite their current limitations, holds significant potential for enhancing food security across Africa. Through detailed analysis of regional production and consumption patterns, we show how this sector provides sustainable protein sources while requiring minimal input, making them particularly valuable for resource-limited households. This supplementary material presents consumption pattern of animal proteins globally.
DOI: 10.15468/dl.pext3r
title: Occurrence Download

description: A dataset containing 16439 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carcharodon carcharias (Linnaeus, 1758)"
 ]
}

 The dataset includes 16439 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000919-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bby8ryw5gm.1
title: LINF_050008400

description: mitoribosomal protein uS11m; Leishmania infantum
DOI: 10.17632/bby8ryw5gm
title: LINF_050008400

description: Mitoribosomal protein uS11m; Leishmania infantum (strain JPCM5)
DOI: 10.17632/bby8ryw5gm.2
title: LINF_050008400

description: Mitoribosomal protein uS11m; Leishmania infantum (strain JPCM5)
DOI: 10.17632/v45yjhxty4.1
title: Gene deletion

description: This data reffers the manuscript entitled "Gene deletion as a possible strategy adopted by New World Leishmania infantum to maximize geographic dispersion"
DOI: 10.15468/dl.x75v82
title: Occurrence Download

description: A dataset containing 2819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aloe vera (L.) Burm.f.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 2819 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000902-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/v45yjhxty4.2
title: Gene deletion

description: This data reffers the manuscript entitled "Gene deletion as a possible strategy adopted by New World Leishmania infantum to maximize geographic dispersion"
DOI: 10.15468/dl.fkkj56
title: Occurrence Download

description: A dataset containing 3252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melicoccus bijugatus Jacq.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3252 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000903-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kswg8ttxr2.1
title: Dataset on centrality in municipality of Pecinci, SERBIA

description: The presented data offer a novel, emerging, approach of data integration for sustainable planning of central activities at the spatial planning level, based on a case study of the Plan of Central Activities for the Municipality of Pecinci in Serbia. The current theories and practice of planning central activities in Serbia use mostly functional factors of network flow and graphs; however, this method seeks to improve present practice in data usage towards the sustainable development of central activities and integrative central places using morphological aspects of centrality, i.e., their pattern of local nodality using qualitative and quantitative measures for their development. The dataset consists of:
Formula 1. Formula for measuring centrality of general and specialized Centers
Table 1. Criteria and indicators for measuring the type and degree of centrality form morphological aspects
Table 2. Type and level of Centrality in settlement Asanja (example of economical centrality)
Figure 1. Distribution of general and specialized centers in Asanja
Table 3. Type and level of centrality in settlement Obrez (example of integrative centrality)
Figure 2. Distribution of general and specialized centers in Obrez 
Figure 3. Assessment map 1 - Data on concentration in the Municipality of Pecinci
FIgure 4. Assessment map 2 - Data on accesibility in the Municipality of Pecinci
Figure 5. Assessment map 3 - Data on the type of centrality in the municipality of Pecinci
DOI: 10.15468/dl.da3j7v
title: Occurrence Download

description: A dataset containing 59932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Argentina, Paraguay)",
 "TaxonKey is Tigrisoma lineatum (Boddaert, 1783)",
 "Year 1000-2024"
 ]
}

 The dataset includes 59932 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000907-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yxtfmk6w5k
title: Appendix A-Learning Experience Questionnaire

description: Learning Experience Questionnaire
DOI: 10.17632/yxtfmk6w5k.1
title: Appendix A-Learning Experience Questionnaire

description: Learning Experience Questionnaire
DOI: 10.17632/rbjhnr9yk3
title: exergaming

description: Our study hypothesizes that exergaming has a better effect on short video-related inhibition control than cycling. The results show that exergaming has advantages in both behavioral data and P3 indicators
DOI: 10.17632/rbjhnr9yk3.1
title: exergaming

description: Our study hypothesizes that exergaming has a better effect on short video-related inhibition control than cycling. The results show that exergaming has advantages in both behavioral data and P3 indicators
DOI: 10.17632/6nv68vr4yz.1
title: Dataset for Measuring Cryptocurrency Maturity: A Network-Centric Framework Using Bitcoin and the Decker Comparative Maturity Equation (DCME)

description: This dataset supports the research Measuring Cryptocurrency Maturity: A Network-Centric Framework Using Bitcoin and the Decker Comparative Maturity Equation (DCME)" by Nicolin Decker (2025). It provides real-time and historical data for analyzing cryptocurrency maturity, institutional liquidity, and systemic risk using the DCME framework. The dataset supports financial stability research, regulatory oversight, and institutional risk modeling, validated through Monte Carlo simulations, EGARCH/TGARCH volatility modeling, and institutional ownership analytics. 

Backtesting confirms DCME’s predictive accuracy in identifying liquidity risks preceding major market disruptions, including ETF-driven volatility spikes. 

Contents:
- Supplementary Documentation.
- DCME Collection & API Integration: API-based access to Glassnode, CoinGecko, Chainalysis, SEC Filings, and Bloomberg. 
- DCME Backtesting System: Python-based software for historical validation and institutional risk modeling using Monte Carlo simulations. 
- DCME Calculation Software: Python-based implementation for EGARCH/TGARCH volatility modeling and liquidity risk assessments. 
- Web-Based DCME Calculator: A tool for computing DCME maturity scores with API-driven data. 

Applications: 
- Market Maturity Analysis: Bitcoin, Ethereum, and traditional assets. 
- ETF Risk Assessment: Institutional ETF impact on volatility and liquidity. 
- Stress Testing: Simulating institutional exits and liquidity crises. 
- Regulatory Policy Development: Supporting Basel III, SEC, and IMF risk analysis. 

Primary Data Sources (API-Based Access):
- Cryptocurrency Data: Glassnode, CoinGecko, Chainalysis, Binance 
- Institutional & ETF Data: SEC Filings (13F Reports), BlackRock, Grayscale, Fidelity 
- Macroeconomic Indicators: Federal Reserve (FRED), IMF, World Bank 
- Traditional Asset Benchmarks: S&P 500, Gold, Bonds, Treasury Yields (Bloomberg API) 

Citation & License:
Users must cite the original thesis and developer: 

Decker, Nicolin (2025). Measuring Cryptocurrency Maturity: A Network-Centric Framework Using Bitcoin and the Decker Comparative Maturity Equation (DCME). Mendeley Data.

Derivative works must embed: 

Decker Comparative Maturity Equation (DCME) Deployment System. Developed by Nicolin Decker. Based on the thesis: "Measuring Cryptocurrency Maturity," 2025. Licensed under MIT.

Software Versioning & Terms:
This dataset is linked to DCME Deployment System v1.0. Future updates will expand cryptocurrency adoption metrics and volatility-adjusted maturity models. The dataset relies on API-based data retrieval, requiring users to configure API keys and data requests. 

The DCME Backtesting System (Python-based) enables historical validation and stress testing, allowing researchers to test financial stability using Monte Carlo simulations and maturity scoring.
DOI: 10.15468/dl.36trs9
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Eukaryotic metabarcoding (18S rRNA V9 region) of environmental DNA from an archived marine sediment record, Skagerrak, North Sea, spanning 8000 years",
 "TaxonKey is Archaea"
 ]
}

 The dataset includes 277 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000905-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/d9kx82n74c.1
title: Jet Grout Dataset for ANN Mixture Model

description: This document includes the dataset utilized for ANN Mixture model.
DOI: 10.15468/dl.bygdnf
title: Occurrence Download

description: A dataset listing the 19 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Butterfly distribution records for the UK from Butterfly Conservation, up to 2019",
 "Geometry POLYGON((-0.1 51.4,0 51.4,0 51.5,-0.1 51.5,-0.1 51.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2015"
 ]
}

 The dataset's 19 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000900-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x6vk93ps9v.1
title: Correlations of economic fluctuations of the Polish-German border regions

description: This Dataset presents the correlations of economic fluctuations of the Polish-German border regions
DOI: 10.17632/4f83n5w9hy.1
title: CEVC model, ECMODE

description: Estimation, simulation and portfolio optimization with the generalized constant elasticity of volatility and correlation ratio (CEVC) model. 
There are three files included in this package. The excel file (DataCEVF2.xlsx) contains daily prices of the assets used in the analyses. The Matlab file EstimationCEC2d_v20_Final.m provides the code for the estimation of all four models in the study (CEVC, CEV, CEC and Merton), as well as the optimal portfolio allocation. It also produces figures on the time series of correlations, volatilities and optimal portoflios. The file SimulationCEC2d_v20_Final.m performs a simulation and recovery estimation of the main model (CEVC).
DOI: 10.17632/4f83n5w9hy.2
title: CEVC model, ECMODE

description: Estimation, simulation and portfolio optimization with the generalized constant elasticity of volatility and correlation ratio (CEVC) model. 
There are three files included in this package. The excel file (DataCEVF2.xlsx) contains daily prices of the assets used in the analyses. The MATLAB file EstimationCEC2d_v20_Final.m provides the code for the estimation of all four models in the study (CEVC, CEV, CEC and Merton), as well as the optimal portfolio allocation. It also produces figures on the time series of correlations, volatilities and optimal portfolios. The file SimulationCEC2d_v20_Final.m performs a simulation and recovery estimation of the main model (CEVC).
DOI: 10.15468/dl.q422dt
title: Occurrence Download

description: A dataset listing the 10633 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset's 10633 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000913-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgr2bs
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Myotis blythii (Tomes, 1857)",
 "Year 1975-2025"
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000921-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wjr72tmtg3.1
title: raw data análisis sentimen X

description: raw data análisis sentimen X Prabowo-Gibran dalam membentuk Citra politik
DOI: 10.15468/dl.bf5qnh
title: Occurrence Download

description: A dataset containing 5005 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crinia insignifera Moore, 1954"
 ]
}

 The dataset includes 5005 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000922-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5vm229zszk.1
title: Hazrat Shajalal International Airport Flight Delay Prediction Dataset-2022

description: This dataset contains flight departure records from Hazrat Shahjalal International Airport (HSIA), Dhaka, covering the period from 2022 . It has been compiled to support research on flight delay prediction using machine learning . The dataset includes key features such as *scheduled departure time, actual departure time, delay duration, airline details* and other relevant attributes that impact flight delays.

The data has been collected from publicly available sources and verified for consistency. This dataset can be used to develop predictive models, analyze delay patterns, and enhance airport operational efficiency. It is particularly useful for researchers working on machine learning, transportation analytics, and air traffic management
DOI: 10.17632/vmvpvjj4g3.1
title: Tensile Creep Tests on Tissue Slices of Norway Spruce

description: This dataset presents experimental results from creep tests performed on tissue slices of Norway Spruce, tested in different anatomical orientations - longitudinal (L), radial (R), and tangential (T) - under varying relative humidity (RH) levels of 30%, 65%, and 90%, corresponding to moisture contents of 0.07, 0.12, and 0.2, respectively. The tests were conducted at two different loading degrees (LD), 30% and 50% of the tensile strength for each case. Reference values for tensile strength were taken from Ferrara and Wittel (2024). The tissue samples were sliced in all orientations: {LR, RL, RT, TR, LT}, where the first letter indicates the longest dimension and the second represents the width. The {LR, RL, RT, TR} samples feature alternating bands of earlywood (EW) and latewood (LW). For LT, distinct tissues were isolated for EW and LW: {LT-EW, LT-LW}.

The dataset is organized by sample type, with each file containing multiple sheets, one for each experiment. Each sheet provides detailed information about the sample, including its dimensions, RH during experiment, applied load, loading degree, and failure stress (if available). Additionally, time, creep strain, and creep compliance measurements are recorded for each test. Only the creep component was provided in this dataset, as described in our work (Ferrara and Wittel, 2025). Additionally, the dataset contains a file including the elastic stiffness values determined in our previous work (Ferrara and Wittel, 2024). These values are useful for studying how the creep compliance scales with the elastic compliances.

A. Ferrara and F.K. Wittel (2025), "Tensile Creep of Norway Spruce on the Tissue Scale"
DOI: 10.17632/vmvpvjj4g3.2
title: Tensile Creep Tests on Tissue Slices of Norway Spruce

description: This dataset presents experimental results from our work (Ferrara and Wittel, 2025), where creep tests were conducted on tissue slices of Norway Spruce in different anatomical orientations—longitudinal (L), radial (R), and tangential (T)—under varying relative humidity (RH) levels of 30%, 65%, and 90%, corresponding to moisture contents of 0.07, 0.12, and 0.2, respectively. The tissue samples were sliced in all orientations: {LR, RL, RT, TR, LT}, where the first letter indicates the longest dimension and the second represents the width. The {LR, RL, RT, TR} samples feature alternating bands of earlywood (EW) and latewood (LW). For the LT samples, distinct tissues were isolated for EW and LW: {LT-EW, LT-LW}. The tests were conducted at two different loading degrees (LD), 30% and 50% of the tensile strength for each case. Reference values for tensile strength were taken from our previous work (Ferrara and Wittel, 2024).

The dataset is organized by sample type, with each file containing multiple sheets, one for each experiment. Each sheet provides detailed information about the sample, including its dimensions, RH during the experiment, applied load, and loading degree. Moreover, time, creep strain, and creep compliance measurements are recorded for each test.

The dataset also includes four CSV files. One contains the elastic stiffness values determined in our previous work (Ferrara and Wittel, 2024), which are useful for studying how creep compliance scales with elastic compliances. The remaining three files contain the results of the DVS tests on earlywood, latewood, and transition wood tissue, reported in the appendix of our work (Ferrara and Wittel, 2025).

A. Ferrara and F.K. Wittel (2025), "Tensile Creep of Norway Spruce on the Tissue Scale"
A. Ferrara and F.K. Wittel (2024), "Micro-mechanical tests on tissue slices of Norway spruce: tensile and shear performance"
DOI: 10.6073/pasta/c985bacb92182517211966e7936534db
title: Daily Summary of Soil moisture, soil temperature, air temperature, stream water temperature, stream stage and discharge data from Soil Moisture Station 01, Highlands Biological Station, Highlands, NC

description: Measurements of soil moisture, soil temperature, air temperature, stream temperatue, and stream stage/discharge were collected as part of a long-term monitoring project at the Highlands Biological Station, Western Carolina University, Highlands, North Carolina. The sensor station is located in an acidic cove forest (high elevation subtype) dominated by an understory of Rhododendron maximum and an overstory of Betula alleghanensis and formerly Tsuga canadensis, the latter of which has mostly succombed to the Hemlock Woolly Adelgid.
DOI: 10.17632/ckpz5sfzx6
title: LINF_090007200

description: ATG8/AUT7/APG8/PAZ2; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ckpz5sfzx6.1
title: LINF_090007200

description: ATG8/AUT7/APG8/PAZ2; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.hdc5me
title: Occurrence Download

description: A dataset containing 41360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alopecurus aequalis Sobol.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 41360 records from 734 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000906-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmfx5u
title: Occurrence Download

description: A dataset containing 3908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coronilla coronata L., Coronilla juncea L., Coronilla minima L., Coronilla minima subsp. minima, Coronilla repanda (Poir.) Guss., Coronilla scorpioides (L.) W.D.J.Koch, Coronilla vaginalis Lam., Coronilla valentina L., Coronilla valentina subsp. glauca (L.) Batt., Coronilla valentina subsp. valentina)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 3908 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069171-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dv7w8q
title: Occurrence Download

description: A dataset containing 35567 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moneses uniflora (L.) A.Gray"
 ]
}

 The dataset includes 35567 records from 293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130869-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tiia93
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poicephalus flavifrons flavifrons"
 ]
}

 The dataset includes 67 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022112-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.