cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13830604
title: DIGITAL CONVERGENCE AND DIVERGENCE IN EU AND ASEAN ECONOMIES
title: Digital Indicators

description: Digital Indicators



E Government Development Index

Telecommunication Infrastructure Index

Human Capital Index

Online Service Index

ICT Development Index


Data collected and processed as part of the ODDEA (Overcoming Digital Divide Between Europe and Southeast Asia) EU research project (Project ID: HORIZON MSCA-SE 101086381). the data was collected as part of ODDEA WP2.
DOI: 10.5281/zenodo.13830605
title: DIGITAL CONVERGENCE AND DIVERGENCE IN EU AND ASEAN ECONOMIES
title: Digital Indicators

description: Digital Indicators



E Government Development Index

Telecommunication Infrastructure Index

Human Capital Index

Online Service Index

ICT Development Index


Data collected and processed as part of the ODDEA (Overcoming Digital Divide Between Europe and Southeast Asia) EU research project (Project ID: HORIZON MSCA-SE 101086381). the data was collected as part of ODDEA WP2.
DOI: 10.5281/zenodo.13849986
title: Cohen AG Hons Thesis Project Dataset and RStudio Codes

description: The attached codes were written by AG Cohen to analyse the attached data obtained from an experimental taphonomy experiment conducted at the Australian Facility for Taphonomic Experimental Research (AFTER). Six human donors were buried on the left side in flexion. Four donors were buried in a fresh state and two donors were naturally mummified by desiccation prior to burial. The donors were excavated after ~5 to 7 years of burial.

The project aimed to explore the correlation between joint flexion and mode of deposition, testing the hypothesis proposed by archaeothanatological scholars that hyperflexion is only achievable in multistage depositions, such as those in which mummification precedes interment, permitting a tighter closure of flexor surfaces than would be achievable in life with the obstruction of soft-tissues.

 

The main aim was to determine if there was any post-burial movement of the lower limbs and a statistically significant difference in flexion angles between the 'mummy' and ‘fresh’ experiment groups. It also provided new insights by comparing the reliability of 2D and 3D methods in measuring joint angles from the skeletal remains and established by what parameters we can define hyperflexion. The data and codes are used to explore this correlation, the agreement between 2D and 3D methods, and the consistency of the measurement methods when performed by one rater (repeats) and multiple beta-testers.
DOI: 10.5281/zenodo.13849987
title: Cohen AG Hons Thesis Project Dataset and RStudio Codes

description: The attached codes were written by AG Cohen to analyse the attached data obtained from an experimental taphonomy experiment conducted at the Australian Facility for Taphonomic Experimental Research (AFTER). Six human donors were buried on the left side in flexion. Four donors were buried in a fresh state and two donors were naturally mummified by desiccation prior to burial. The donors were excavated after ~5 to 7 years of burial.

The project aimed to explore the correlation between joint flexion and mode of deposition, testing the hypothesis proposed by archaeothanatological scholars that hyperflexion is only achievable in multistage depositions, such as those in which mummification precedes interment, permitting a tighter closure of flexor surfaces than would be achievable in life with the obstruction of soft-tissues.

 

The main aim was to determine if there was any post-burial movement of the lower limbs and a statistically significant difference in flexion angles between the 'mummy' and ‘fresh’ experiment groups. It also provided new insights by comparing the reliability of 2D and 3D methods in measuring joint angles from the skeletal remains and established by what parameters we can define hyperflexion. The data and codes are used to explore this correlation, the agreement between 2D and 3D methods, and the consistency of the measurement methods when performed by one rater (repeats) and multiple beta-testers.
DOI: 10.5281/zenodo.11195748
title: Experimental data aquisition of the U-LEAF Linear Fresnel Collector of the Cyprus Institute

description: The file contains the experimental data for 50+ (non continuous) days of operation of the LFR at the Cyprus Institute. This is a csv file type. The data set is divided in several columns: 



Date: Year, Month, Day, Hours, Minutes, Seconds as per the aquisition time-steps of the Master PLC of the Linear Fresnel Collector

Solar position: Azimuth of the sun (Azimuth =0 at South), Elevation of the sun (0 from the horizon) calculated based on NOAA algorithm fitting the Master PLC aquisition time-steps for the location of the Linear Fresnel collector 

IAM (Incidence Angle Modifiers): calculated from ray tracing software (Tonatiuh)  based on PLC aquisition steps

DNI (Direct Normal Irradiance): as measured by the pyrheliometer (LP Pyhre 16 AC with EKO STR 21G tracker)

Weather station data: Ambient Temperature, Pressure, GHI, Humidity, Wind velocity (Davis Vantage pro 2)

Reflectometry data as measured several time per week and interpolated in between (D&S Portable Specular Reflectometer Model 15R-USB)

Absorber measurements: measured inlet, measured outlet and average calculated temperatures in the absorber as the the aquisition of the PLCs (TC MISURE E CONTROLLI PT100, Class 1/3)

Heat transfer Fluid characteristics: Cp and Density, Massflow obtained from the volumetric flow (Prowirl F200, 7F2B25, DN25 1"), Power absorbed as calculated based on the Duratherm 450 datasheet


The date is set by the aquisition by the master PLC that registers the date, the volumetric flowrate of the HTF, the inlet temperature and the outlet temperature. 

They are 4 data base merged together:



The master PLC 

The weather station

DNI

Reflectometer


The available data matches periods of time when the 4 database had data registered. Time-steps vary between 15 seconds and 30 seconds. 

For more information you can send an email to a.montenon@cyi.ac.cy
DOI: 10.5281/zenodo.11195749
title: Experimental data aquisition of the U-LEAF Linear Fresnel Collector of the Cyprus Institute
title: Training and testing data sets for Machine Learning

description: **Experimental data set**

Experimental_Data.mat file contains the experimental data for 50+ days of operation. This is a structure file (.mat) type to be opened with Matlab of equivalent. The data set is divided in several arrays: 



Date: Year, Month, Day, Hours, Minutes, Seconds

Solar position: Azimuth of the sun, Elevation of the sun calculated based on NOAA algorithm

Incidence Angle Modifiers: calculated from ray tracing software (Tonatiuh)

DNI as measured by the pyrheliometer

Weather station: Ambient Temperature, Pressure, GHI, Humidity, Wind velocity

Reflectometry as measured several time per week and interpolated in between

Absorber: Inlet, outlet and average temperatures in the absorber

Heat transfer Fluid: Cp, Density,  Massflow, Power absorbed

Tracking status: ON/OFF


**Machine learning**

The X_train.csv, Y_train.csv, X_test.csv and Y_test.csv are files used to train the models and to test them. X files contain DNI, mass flow, inlet temperature, IAM and humidity. Y files contains the output powers. Data are normalised between 0 and 1 while zero values have been removed.
DOI: 10.5063/f1833qg2
title: Summarized shifts in dichogamy with climate variation

description: Dichogamy---the temporal separation of male and female flowering phase--- is a widespread adaptation in plants. The dichogamy interval (time between on sex phase and the other) can be highly plastic in response to temperate conditions. This dataset summarizes the limited number of experiments and observations from the published literature at the species level about whether increased temperature/aridity increase or decrease the dichogamy interval in flowering plants.
DOI: 10.3886/e209097v4
title: Parenthood and Occupational Mobility

description: Replication file for "Parenthood and Occupational Mobility."
DOI: 10.3886/e209097v5
title: Parenthood and Occupational Mobility

description: Replication file for "Parenthood and Occupational Mobility."
DOI: 10.3886/e209097v6
title: Parenthood and Occupational Mobility

description: Replication file for "Parenthood and Occupational Mobility."
DOI: 10.3886/e209097v7
title: Parenthood and Occupational Mobility

description: Replication file for "Parenthood and Occupational Mobility."
DOI: 10.3886/e209097v1
title: Parenthood and Occupational Mobility

description: Replication file for "Parenthood and Occupational Mobility."
DOI: 10.3886/e209097v2
title: Parenthood and Occupational Mobility

description: Replication file for "Parenthood and Occupational Mobility."
DOI: 10.3886/e209097v3
title: Parenthood and Occupational Mobility

description: Replication file for "Parenthood and Occupational Mobility."
DOI: 10.3886/e209097
title: Parenthood and Occupational Mobility

description: Replication file for "Parenthood and Occupational Mobility."
DOI: 10.15468/dl.tpgkyf
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taxus wallichiana var. chinensis (Pilg.) Florin"
 ]
}

 The dataset includes 197 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032980-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13850165
title: Data from the article titled Mapping of networks and professional capital in the La Algarabía occupational center.

description: Project PID2020-117020GB-I00 , funded by : Ministerio de Ciencia e Innovación de España/AEI/10.13039/501100011033 and by the predoctoral contracts grant for the training of PhD implemented bythe [grant number PRE2021-098075]
DOI: 10.5281/zenodo.13850166
title: Data from the article titled Mapping of networks and professional capital in the La Algarabía occupational center.

description: Project PID2020-117020GB-I00 , funded by : Ministerio de Ciencia e Innovación de España/AEI/10.13039/501100011033 and by the predoctoral contracts grant for the training of PhD implemented bythe [grant number PRE2021-098075]
DOI: 10.17638/datacat.liverpool.ac.uk/44
title: Visible light photocatalysis by metal-to-metal charge transfer for degradation of methyl orange
DOI: 10.15468/dl.n3fcg8
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rasgos funcionales de aves en el sector Palacio del Parque Nacional Natural Chingaza (2019)"
 ]
}

 The dataset includes 65 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032981-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13829309
title: Unlocking Efficiency: Assessing the Impact of Prompt Pay on Government Operations and Financial Transactions in Thailand
title: BOT data

description:  

1. Promtpay users

2. Monetary Aggregates and Components

 

Data collected and processed as part of the ODDEA (Overcoming Digital Divide Between Europe and Southeast Asia) EU research project (Project ID: HORIZON MSCA-SE 101086381)
DOI: 10.5281/zenodo.13829383
title: Unlocking Efficiency: Assessing the Impact of Prompt Pay on Government Operations and Financial Transactions in Thailand
title: BOT data

description:  

1. Promtpay users

2. Monetary Aggregates and Components

 

Data collected and processed as part of the ODDEA (Overcoming Digital Divide Between Europe and Southeast Asia) EU research project (Project ID: HORIZON MSCA-SE 101086381)
DOI: 10.5281/zenodo.13846867
title: NYC Bike Sharing Network: Time-Series Enhanced Nodes and Edges Dataset

description: This dataset presents a comprehensive graph representation of the New York City Bike Sharing system, structured with nodes representing stations and edges delineating trips between these stations. The dataset is distinctive in integrating dynamic properties as time series data, which are meticulously updated using historical records (csv files) and live data feeds (gbfs files) provided by NYC Bike sharing system. 





Nodes:



Source: Data is collected from the New York City Bike Station Information API.

Attributes:



ID: Unique identifier for each station.

Name: Name of the station.

Capacity: Number of bikes the station can accommodate.

Short ID: A condensed identifier used internally.



Time Series Data:



Updated every 5 minutes from the Station Status API.

Captures changes in bike availability, recording values only when they differ from previous data points.







Edges:



Source: Compiled from trip data provided in CSV format specific to NYC Bike Sharing.

Attributes:



Trip Counter: Total number of trips recorded.

Bike Type Counter: Counts trips made with electric versus classic bikes.

Trip Type Counter: Separates trips made by members versus casual riders.

Active Trips Tracker: Tracks the number of active trips at any given moment.



Aggregation: Trip data between identical start and end points, in the same direction, are aggregated into a single edge, with time-series tracking the frequency of these trips.
DOI: 10.5281/zenodo.13846868
title: NYC Bike Sharing Network: Time-Series Enhanced Nodes and Edges Dataset

description: This dataset presents a comprehensive graph representation of the New York City Bike Sharing system, structured with nodes representing stations and edges delineating trips between these stations. The dataset is distinctive in integrating dynamic properties as time series data, which are meticulously updated using historical records (csv files) and live data feeds (gbfs files) provided by NYC Bike sharing system. 





Nodes:



Source: Data is collected from the New York City Bike Station Information API.

Attributes:



ID: Unique identifier for each station.

Name: Name of the station.

Capacity: Number of bikes the station can accommodate.

Short ID: A condensed identifier used internally.



Time Series Data:



Updated every 5 minutes from the Station Status API.

Captures changes in bike availability, recording values only when they differ from previous data points.







Edges:



Source: Compiled from trip data provided in CSV format specific to NYC Bike Sharing.

Attributes:



Trip Counter: Total number of trips recorded.

Bike Type Counter: Counts trips made with electric versus classic bikes.

Trip Type Counter: Separates trips made by members versus casual riders.

Active Trips Tracker: Tracks the number of active trips at any given moment.



Aggregation: Trip data between identical start and end points, in the same direction, are aggregated into a single edge, with time-series tracking the frequency of these trips.
DOI: 10.15468/dl.p23gjf
title: Occurrence Download

description: A dataset containing 3890 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pygochelidon melanoleuca (M.Wied-Neuwied, 1820)"
 ]
}

 The dataset includes 3890 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032983-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/616ebe58-9d77-4882-a5d6-dbc07b91f077
title: Codes and Data for 'Data Driven Risk Management for Fire Services'

description: The folder includes the codes for generating synthetic data and some public data sets used in research for 'Data Driven Risk Management for Fire Services'.The 'infill asymptotic' files are regarding confidence interval construction for estimating equations for spatial point processes.The 'Bei' and 'Capp' are public data sets on tropical forestry data on Barro Colorado Island in Panama. The original description can be found in the reference link.
DOI: 10.4121/616ebe58-9d77-4882-a5d6-dbc07b91f077.v1
title: Codes and Data for 'Data Driven Risk Management for Fire Services'

description: The folder includes the codes for generating synthetic data and some public data sets used in research for 'Data Driven Risk Management for Fire Services'.The 'infill asymptotic' files are regarding confidence interval construction for estimating equations for spatial point processes.The 'Bei' and 'Capp' are public data sets on tropical forestry data on Barro Colorado Island in Panama. The original description can be found in the reference link.
DOI: 10.15468/dl.fgymhm
title: Occurrence Download

description: A dataset containing 8695659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ClassKey is one of (Leotiomycetes, Agaricomycetes, Pezizomycetes)",
 "Continent is Europe",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Fossil, Human Observation, Living Specimen, Observation, Occurrence evidence, Specimen)"
 ]
}

 The dataset includes 8695659 records from 1085 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032963-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgau6b
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachypelma klaasi (Schmidt & Krause, 1994)"
 ]
}

 The dataset includes 128 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032984-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17638/datacat.liverpool.ac.uk/48
title: Oxygen permeation and stability of Mo-substituted BSCF membranes
DOI: 10.15468/dl.ratbe4
title: Occurrence Download

description: A dataset containing 225975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Parnassia palustris L."
 ]
}

 The dataset includes 225975 records from 875 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032977-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3rd52
title: Occurrence Download

description: A dataset containing 2661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Platalea leucorodia Linnaeus, 1758"
 ]
}

 The dataset includes 2661 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225498-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23qvzn
title: Occurrence Download

description: A dataset containing 60598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-32 10,69 10,69 82,-32 82,-32 10))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dama dama (Linnaeus, 1758)"
 ]
}

 The dataset includes 60598 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0423100-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3trqh
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex karoi Freyn"
 ]
}

 The dataset includes 112 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121333-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24hbzj
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex kabanovii V.I.Krecz."
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121320-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dddvmv
title: Occurrence Download

description: A dataset containing 19821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is SPF-Algae - Herbário da Universidade de São Paulo - Coleção de Algas"
 ]
}

 The dataset includes 19821 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037851-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdagyt
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex karlongensis Kük."
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121332-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqpnpf
title: Occurrence Download

description: A dataset containing 516 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia kissi Wall."
 ]
}

 The dataset includes 516 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225533-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10982411
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Ernesto Viéitez Cortizo, http://www.wikidata.org/entity/Q8777407. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q8777407
DOI: 10.5281/zenodo.10982412
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Ernesto Viéitez Cortizo, http://www.wikidata.org/entity/Q8777407. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q8777407
DOI: 10.15468/dl.8tuup7
title: Occurrence Download

description: A dataset containing 107795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myriophyllum spicatum L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 107795 records from 782 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008406-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqrpgf
title: Occurrence Download

description: A dataset containing 1528 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SWFSC Marine Mammal Survey, STAR 2000, Cruise 1615"
 ]
}

 The dataset includes 1528 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121328-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.