cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9f747v659j
title: Government effectiveness, eco-efficiency and environmental sustainability in Africa

description: We employ a balanced panel dataset for 39 African countries spanning 1990 to 2021. The selected countries accounted for 69.6% of the African countries, which suffices for concluding the entire continent. The dependent variable is ecological footprint (EF), which measures the demand human consumption places on the biosphere. The variable EF was sourced from the Global Footprint Network and measured per capita in final consumption. The explanatory variables include ecological footprint intensity (EFI), economic complexity (ECI), energy consumption (EU), globalization index (GI) and government effectiveness (GEF). The data series for each variable was retrieved from various databases such as the Global Footprint Network, Atlas of Economic Complexity, Our World in Data and World Governance Indicator.
DOI: 10.17632/9f747v659j.2
title: Government effectiveness, eco-efficiency and environmental sustainability in Africa

description: We employ a balanced panel dataset for 39 African countries spanning 1990 to 2021. The selected countries accounted for 69.6% of the African countries, which suffices for concluding the entire continent. The dependent variable is ecological footprint (EF), which measures the demand human consumption places on the biosphere. The variable EF was sourced from the Global Footprint Network and measured per capita in final consumption. The explanatory variables include ecological footprint intensity (EFI), economic complexity (ECI), energy consumption (EU), globalization index (GI) and government effectiveness (GEF). The data series for each variable was retrieved from various databases such as the Global Footprint Network, Atlas of Economic Complexity, Our World in Data and World Governance Indicator.
DOI: 10.15468/dl.q8x5sb
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plumbago rosea L."
 ]
}

 The dataset includes 170 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019843-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk82nx
title: Occurrence Download

description: A dataset containing 13484 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plumbago zeylanica L."
 ]
}

 The dataset includes 13484 records from 450 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019844-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5k8xk7
title: Occurrence Download

description: A dataset containing 14091 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plumbago auriculata Lam."
 ]
}

 The dataset includes 14091 records from 345 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019842-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/m4xm-km80
title: "Adaptive bit loading OFDM dataset"

description: "This dataset consists of four datasets. LWNN train and LWNN test data sets consist of synthetically generated 64-OFDM carrier-wise QAM signals. Each signal consists of 1000 I-Q samples. RNN-BC-train and RNN-BC-test datasets consist of modulation (QAM64, QAM32, QAM16, QAM8, QAM4) in each carrier allocated by a bit loading algorithm based on a synthetically generated multipath channel response."
DOI: 10.17863/cam.106719
title: Research Data supporting "Low-temperature Open-atmosphere Growth of WO3 Thin Films with Tunable and High-performance Photoresponse"

description: Data collection include XRD of the WO3 films on Si substrations with various orientations. SMU data of the photoresponse of the UV-detector device. Dektak profilometry data of different thickness of films deposited to determine the growth rate.
DOI: 10.17863/cam.116453
title: Dataset for: "Enhancing GP Triage Efficiency: A Quality Improvement Project on Pre-Triage Photo Requests and Questionnaires"

description: Part of the Quality Improvement Project (QIP) in general practice for the triage process. Data collected by questionnaires to administrators and doctors. Also data collected via tally charts during the triage process. Data was collated into an Excel sheet. All information is anonymised.
DOI: 10.17863/cam.117748
title: Research data in support of "Haptotactic motion of multivalent vesicles along ligand-density gradients"

description: OVERVIEW OF EXPERIMENTAL TIMELAPSE/DNA COVERAGE DATA Experimental micrographs are organised into .zip files corresponding to sticky end length. For each sticky end length (l=5,6,7), we have included micrographs from a single experimental run as a representative example. The micrographs were collected with a Nikon Eclipse Ti2-E inverted microscope using a Nikon CFI Plan Apochromat Lambda D 10x dry objective (NA 0.45). For each experimental run, there are two types of files: 1) Timelapse recording of GUVs. These have been split in multiple files due to size limitations on the repository. 2) Image of DNA coverage on the substrate surface The experimental file format is .tif, which can be read using ImageJ (https://imagej.net/ij/download.html). For the time lapse data, each .tif file represents a time-series of images taken over a distinct region of the substrate (bottom of a well in a 96-well plate). The images of the DNA coverage on these regions of the substrate are saved in separate .tif files, using the same series numbering. Note that the time lapse files are split into two or three .zip files per sticky end length, due to limitations on the size of files uploaded to the repository. The corresponding metadata are saved in .txt files. --- OVERVIEW OF SIMULATION DATA Simulated trajectory data are organised into .zip files corresponding to the sticky end length (l=5, 6 and 7; the data for each sticky end length are additionally grouped by vesicle radius (R=100nm, 500nm and 900nm). For each combination of sticky end length and vesicle radius, there are two sets of data: 1) Mean vesicle displacement (and standard error of the mean displacements) over time. Mean displacements parallel and perpendicular to the gradient are in files with names starting "X_" And "Y_", respectively. Standard error of the mean displacements are in files with names starting "dX_" And "dY_". The corresponding timepoints are stored in files with names starting "t_". 2) The final/total displacements of each individual vesicle are stored in files with names starting with "X_end_" and "Y_end_". The simulation data file format is .npy, which can be read using the NumPy library in Python --- FURTHER DETAILS Please see the main manuscript and SI for further details on samples and data collection methods.
DOI: 10.15468/dl.vfndhx
title: Occurrence Download

description: A dataset listing the 239 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-80.36124 43.37686,-80.3293 43.37686,-80.31869 43.39622,-80.3293 43.41674,-80.36124 43.41674,-80.3739 43.3951,-80.36124 43.37686))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset's 239 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019836-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/r3cstghfv9.1
title: EarKinShipVN 1.0

description: The EarKinshipVN dataset contains 141 families with the folowing relatations: Father-Son (F-S), Father-Daughter (F-D), Mother-Son (M-S), Mother-Daughter (M-D), Daughter-Daughter (D-D), Son-Son
(S-S), and Daughter-Son (D-S). The total is 5,531 items.
DOI: 10.15468/dl.jhqkjh
title: Occurrence Download

description: A dataset containing 651410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hesperiidae, Lycaenidae, Nymphalidae, Papilionidae, Pieridae, Riodinidae)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is one of (United States of America, Canada, Mexico, Bahamas, Belize, Costa Rica, Cuba, Dominican Republic, Greenland, Guatemala, Honduras, Haiti, Jamaica, Nicaragua, Panama, Puerto Rico, El Salvador, Trinidad and Tobago)",
 "Month is one of (June, July, August)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990",
 "CoordinateUncertaintyInMeters is less than 999",
 "ScientificName is not null",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 651410 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173263-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3trxwn
title: Occurrence Download

description: A dataset containing 759663 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acrolepiidae, Acrolophidae, Adelidae, Alucitidae, Apatelodidae, Autostichidae, Batrachedridae, Blastobasidae, Bucculatricidae, Carposinidae, Castniidae, Choreutidae, Coleophoridae, Copromorphidae, Cosmopterigidae, Cossidae, Crambidae, Dalceridae, Depressariidae, Doidae, Drepanidae, Elachistidae, Epermeniidae, Epipyropidae, Erebidae, Eriocraniidae, Euteliidae, Galacticidae, Gelechiidae, Geometridae, Glyphidoceridae, Glyphipterigidae, Heliodinidae, Hepialidae, Hesperiidae, Incurvariidae, Lacturidae, Lasiocampidae, Limacodidae, Lycaenidae, Lyonetiidae, Megalopygidae, Micropterigidae, Mimallonidae, Momphidae, Nepticulidae, Noctuidae, Notodontidae, Oecophoridae, Opostegidae, Peleopodidae, Plutellidae, Prodoxidae, Psychidae, Pterophoridae, Pyralidae, Saturniidae, Schreckensteiniidae, Scythrididae, Sematuridae, Sesiidae, Sphingidae, Thyrididae, Tineidae, Tischeriidae, Uraniidae, Xyloryctidae, Yponomeutidae, Ypsolophidae, Zygaenidae)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is one of (United States of America, Canada, Mexico, Bahamas, Belize, Costa Rica, Cuba, Dominican Republic, Greenland, Guatemala, Honduras, Haiti, Jamaica, Nicaragua, Panama, Puerto Rico, El Salvador, Trinidad and Tobago)",
 "Month is one of (June, July, August)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990",
 "CoordinateUncertaintyInMeters is less than 999",
 "ScientificName is not null",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 759663 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173207-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bv85f
title: Occurrence Download

description: A dataset containing 1567915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Protura, Collembola, Ephemeroptera, Odonata, Orthoptera, Phasmatodes Agassiz, 1846, Grylloblattodea, Mantophasmatodea, Dermaptera, Zoraptera, Mantodea, Blattodea, Hemiptera, Thysanoptera, Coleoptera, Neuroptera, Hymenoptera, Trichoptera, Siphonaptera, Mecoptera, Strepsiptera, Diptera)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is one of (United States of America, Canada, Mexico, Bahamas, Belize, Costa Rica, Cuba, Dominican Republic, Greenland, Guatemala, Honduras, Haiti, Jamaica, Nicaragua, Panama, Puerto Rico, El Salvador, Trinidad and Tobago)",
 "Month is one of (June, July, August)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990",
 "CoordinateUncertaintyInMeters is less than 999",
 "ScientificName is not null",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 1567915 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168744-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5tpzgkvj3w
title: LOW-COST MODULAR SYSTEM FOR MAGNETO-RHEOLOGICAL TESTING IN RHEOMETERS USING 3D PRINTING

description: This database presents the components related to the development of a low-cost, modular system for the rheological characterization of ferrofluids under magnetic fields. The system, compatible with conventional rotational rheometers, was fabricated using 3D printing techniques. Its design includes a central component that allows adjustment of the magnetic field intensity by integrating neodymium magnets. It also features a gauge for the vectorial characterization of the magnetic field intensity within a Cartesian coordinate system. The system ensures precise alignment between the applied magnetic field and the rheometer’s measurement geometry, and it supports testing at elevated temperatures with natural cooling.
DOI: 10.17632/5tpzgkvj3w.1
title: LOW-COST MODULAR SYSTEM FOR MAGNETO-RHEOLOGICAL TESTING IN RHEOMETERS USING 3D PRINTING

description: This database presents the components related to the development of a low-cost, modular system for the rheological characterization of ferrofluids under magnetic fields. The system, compatible with conventional rotational rheometers, was fabricated using 3D printing techniques. Its design includes a central component that allows adjustment of the magnetic field intensity by integrating neodymium magnets. It also features a gauge for the vectorial characterization of the magnetic field intensity within a Cartesian coordinate system. The system ensures precise alignment between the applied magnetic field and the rheometer’s measurement geometry, and it supports testing at elevated temperatures with natural cooling.
DOI: 10.15468/dl.c3mwb7
title: Occurrence Download

description: A dataset containing 1816 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Umbonium thomasi (Crosse, 1863)"
 ]
}

 The dataset includes 1816 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019846-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9w3itju
title: Groundwater Quality Data from Central New York and the Upper Hudson River Basin, New York, 2022

description: This data release contains analytical results from 52 groundwater samples and six quality assurance and quality control samples collected from central New York and the Upper Hudson River Basin. Samples were collected between June and October, 2022 from 15 production wells and 16 domestic wells in central New York, and 11 production wells and 10 domestic wells in the Upper Hudson River Basin. Of the total wells sampled, 23 were completed in bedrock and 29 were completed in sand and gravel. Samples were collected prior to any treatment or filtration systems, from existing domestic and production wells equipped with permanently installed pumps.

Samples were collected and processed using standard USGS methods (see References.csv) and were analyzed for constituents including physicochemical properties, dissolved gases, major ions, nutrients, trace elements, pesticides, volatile organic compounds (VOCs), radiological activity, and indicator bacteria. All analytes are listed with the associated method detection and reporting limits. Samples were analyzed at the USGS National Water Quality Laboratory (NWQL) in Denver, Colorado, and other certified laboratories following published methods (see References.csv).
DOI: 10.7910/dvn/zmd0sl
title: Evaluating Ballot Design in the 2024 General Election: A Review of Sample Ballots

description: A healthy, well-functioning democracy depends on every voter having equal and effective access to the ballot. Science has shown that poorly designed ballots create significant barriers to effective participation, leading to thousands of uncounted votes each election, with ballot design flaws disproportionately affecting Black, Hispanic, low-income, and older voters. To assess the state of ballot usability, we analyzed eight counties’ 2024 sample ballots from select jurisdictions in Arizona, Georgia, North Carolina, Ohio, and Pennsylvania using 10 equitable ballot design recommendations established in an earlier study. We find that no county achieved a perfect score, with the highest-scoring ballot following about 70 percent of the recommendations. This highlights considerable room for improvement in ballot clarity and usability. Although election administrators must navigate considerable constraints to certain elements of ballot design, many choices can be made at their discretion to enhance accessibility. Our findings reinforce the need for continued analysis.
DOI: 10.15468/dl.7tzxb9
title: Occurrence Download

description: A dataset listing the 342 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Gabon",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata"
 ]
}

 The dataset's 342 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019840-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15282124
title: Replication Package: Ten Years of Software Engineering in Society

description: Ten Years of Software Engineering in Society

Repository StructureThis is the root directory of the repository. The directory is structured as follows:

    template-replication-package     .     |     |--- src/                   Python scripts to cluster keywords     |     |--- data/                  Extracted data, results and figures.                        |     |--- Appendix.pdf           Contains list of primary studies                   

Use the Python script to generate the keyword clusters. Run the command

> `python cluster_keywords.py`
DOI: 10.5281/zenodo.15282125
title: Replication Package: Ten Years of Software Engineering in Society

description: Ten Years of Software Engineering in Society




Repository Structure


This is the root directory of the repository. The directory is structured as follows:



template-replication-package
 .
 |
 |--- src/                   Python scripts to cluster keywords
 |
 |--- data/                  Extracted data, results and figures.                   
 |
 |--- Appendix.pdf           Contains list of primary studies                   


 


Use the Python script to generate the keyword clusters. Run the command



python cluster_keywords.py
DOI: 10.5281/zenodo.15358624
title: Replication Package: Ten Years of Software Engineering in Society

description: Ten Years of Software Engineering in Society

Repository StructureThis is the root directory of the repository. The directory is structured as follows:

    template-replication-package     .     |     |--- src/                   Python scripts to cluster keywords     |     |--- data/                  Extracted data, results and figures.                        |     |--- Appendix.pdf           Contains list of primary studies                   

Use the Python script to generate the keyword clusters. Run the command

> `python cluster_keywords.py`
DOI: 10.15468/dl.vnq34c
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycopodium clavatum var. asiaticum Ching",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 122 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019850-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpxnch
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.29607 -13.56444,-70.95795 -13.56444,-70.95795 -12.34453,-72.29607 -12.34453,-72.29607 -13.56444))",
 "HasGeospatialIssue is false",
 "TaxonKey is Symplocos Jacq."
 ]
}

 The dataset includes 150 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019851-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4rt-582-k5x
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nr9-4s0-w23
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fzn-efx-ven
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ecs-hxt-sme
title: Cycloclypeus W.B. Carpenter, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zfe-ehz-ha8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dpm-t68-8nn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ply-6s2-9hm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a7t-32j-39e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m2t-eld-bzt
title: Cycloclypeus carpenteri Brady, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ppef86
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypnea musciformis",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022739-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/vvm-dav-gdt
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1zz-3za-9yv
title: Tritaxilina caperata (Brady, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ed7-4gx-j08
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v4m-mq7-286
title: Ammomassilina alveoliniformis (Millett, 1898)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/15n-xym-4al
title: Lepidophyllum Cass.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l7j-snd-f44
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d10-jf7-7xz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gyf-skb-8p3
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.