cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4b58mw
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ascaris lumbricoides Linnaeus, 1758",
 "Year 1947-2024"
 ]
}

 The dataset includes 263 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006547-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/d056bde7-dd47-45e6-a900-1535a1252c69
title: A Video on the Basic Explanation of ICF
DOI: 10.15468/dl.s4hxfc
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus schinzii Gürke"
 ]
}

 The dataset includes 133 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006549-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfk37a
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diagnostic ZH TSE ENERGY-TSE Energy - La Barde - Habitats"
 ]
}

 The dataset includes 102 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006550-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12605237
title: 改编电影数据

description: This dataset supports the journal article "Reel Impact: The Role of Adapted Films in Driving Regional Tourism Growth," co-authored by Liu Lingjuan, Kavitha Balakrishnan, and Nurafiq Inani binti Man. The study explores the promotional efficacy of adapted films in fostering the development of local tourism sectors. The dataset contains empirical data related to tourism revenue, the impact of film culture, and the international resonance of regional brands.
DOI: 10.5281/zenodo.12605236
title: 改编电影数据

description: This dataset supports the journal article "Reel Impact: The Role of Adapted Films in Driving Regional Tourism Growth," co-authored by Liu Lingjuan, Kavitha Balakrishnan, and Nurafiq Inani binti Man. The study explores the promotional efficacy of adapted films in fostering the development of local tourism sectors. The dataset contains empirical data related to tourism revenue, the impact of film culture, and the international resonance of regional brands.
DOI: 10.5281/zenodo.12605720
title: 改编电影数据
DOI: 10.15468/dl.g4un5s
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus palmatus Cav."
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006551-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39erhm
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus barnardii Exell"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006552-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/03335c01-ff8c-4595-8029-f180b4d47a4b
title: A Diary of Someone in Practice
DOI: 10.15468/dl.6pp6ky
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decapterus kurroides akaadsi Abe, 1958",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006554-240626123714530/datasets/export for details.
DOI: 10.15468/dl.z4fcbj
title: Occurrence Download

description: A dataset containing 3997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990",
 "Year is less than 1991",
 "TaxonKey is one of (Chaetoceros Ehrenberg)"
 ]
}

 The dataset includes 3997 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006553-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.424pf2
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus urens L.fil."
 ]
}

 The dataset includes 15 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006555-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21985/n2-bn16-9b08
title: Supplementary Data for Developing, Characterizing and Modeling  CRISPR-Based Point-Of-Use Pathogen Diagnostics
DOI: 10.5281/zenodo.10453810
title: Dataset Klöckner_et_al 2024 paper (Understanding users of online energy efficiency counselling: Comparison to representative samples in Norway)
DOI: 10.5281/zenodo.10453809
title: Dataset Klöckner_et_al 2024 paper (Understanding users of online energy efficiency counselling: Comparison to representative samples in Norway)
DOI: 10.5281/zenodo.12605729
title: Dataset Klöckner_et_al 2024 paper (Understanding users of online energy efficiency counselling: Comparison to representative samples in Norway)
DOI: 10.5281/zenodo.12543128
title: Matchms cleaned mass spectral library positive mode

description: The library consists of the GNPS library, MassBank, MoNA and Brungs et al. 's library. The library was cleaned using matchms filtering. The settings for filtering and logging can be found here as well.
DOI: 10.5281/zenodo.12543129
title: Matchms cleaned mass spectral library positive mode

description: The library consists of the GNPS library, MassBank, MoNA and Brungs et al. 's library. The library was cleaned using matchms filtering. The settings for filtering and logging can be found here as well.
DOI: 10.6084/m9.figshare.26135194
title: Book1.xlsx

description: This is a test research to test the functionality of the system
DOI: 10.6084/m9.figshare.26135194.v1
title: Book1.xlsx

description: This is a test research to test the functionality of the system
DOI: 10.15468/dl.mbgcts
title: Occurrence Download

description: A dataset containing 600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardenna carneipes (Gould, 1844)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 600 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006556-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3k82b8
title: Occurrence Download

description: A dataset containing 3042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1989",
 "Year is less than 1990",
 "TaxonKey is one of (Chaetoceros Ehrenberg)"
 ]
}

 The dataset includes 3042 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006557-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4xzyg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardenna carneipes carneipes",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006558-240626123714530/datasets/export for details.
DOI: 10.18119/n9w030
title: Neglected Tropical Disease Knowledge Graph
DOI: 10.5281/zenodo.10154598
title: Data and list of commands required to run the Mefite d'Ansanto gas dispersion case with VIGIL v1.3.7

description: This dataset include input file to run a probabilistic hazard assessment of CO2 dispersion in the Mefite d'Ansanto area, Southern Italy. 

Alongside the input file, pre-retrieved meteorological data for the 1000 simulations run in this study are available in the folder "simulations". These can be used to reproduce the results presented in the manuscript [EDIT] by means of the VIGIL commands listed in the file "commands.txt". In this case, after the simulations.tar.gz is decompressed into the folder "simulations", the user can avoid running weather.py (see the first command in commands.txt) and should not modify nor cancel the file days_list.txt. A completely new run is instead performed if all the VIGIL scripts are executed. 

The archive "selected_outputs.tar" contains all the statistical outputs (ECDF and persistence) of the Mefite hazard study in .grd format and the related plots as produced by VIGIL. Part of these outputs have been used to produce the figures of the manuscript.
DOI: 10.5281/zenodo.10154599
title: Data and list of commands required to run the Mefite d'Ansanto gas dispersion case with VIGIL v1.3.7

description: This dataset include input file to run a probabilistic hazard assessment of CO2 dispersion in the Mefite d'Ansanto area, Southern Italy. 

Alongside the input file, pre-retrieved meteorological data for the 1000 simulations run in this study are available in the folder "simulations". These can be used to reproduce the results presented in the manuscript [EDIT] by means of the VIGIL commands listed in the file "commands.txt". In this case, after the simulations.tar.gz is decompressed into the folder "simulations", the user can avoid running weather.py (see the first command in commands.txt) and should not modify nor cancel the file days_list.txt. A completely new run is instead performed if all the VIGIL scripts are executed. 

The archive "selected_outputs.tar" contains all the statistical outputs (ECDF and persistence) of the Mefite hazard study in .grd format and the related plots as produced by VIGIL. Part of these outputs have been used to produce the figures of the manuscript.
DOI: 10.15468/dl.8rgb7x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiostegus japonicus (Houttuyn, 1782)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006559-240626123714530/datasets/export for details.
DOI: 10.15468/dl.4zjm9z
title: Occurrence Download

description: A dataset containing 2642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1988",
 "Year is less than 1989",
 "TaxonKey is one of (Chaetoceros Ehrenberg)"
 ]
}

 The dataset includes 2642 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006560-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czbqte
title: Occurrence Download

description: A dataset containing 2224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis F.Cuvier, 1823"
 ]
}

 The dataset includes 2224 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006561-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8830687
title: Health Workforce Shortage Areas
DOI: 10.6069/h6zd-kx77
title: United States Smoking Prevalence by County 1996-2012

description: IHME research published in Population Health Metrics in March 2014, "Cigarette smoking prevalence in US counties: 1996-2012," provides prevalence estimates by county, year, and sex from 1996-2012. These files also include annualized rates of change by county.
DOI: 10.26066/rds.9352
title: Glaciers of Nepal 2010

description: Digital polygon data of Glaciers of Nepal in 2010. This dataset is created using Landsat TM, ETM+ imageries of 2010. The glacier outlines was derived semi-automatically using object-based image classification (OBIC ) method separately for clean ice and debris cover and further editing and validation was done carefully by draping over the high resolution images from Google Earth.
DOI: 10.26066/rds.7952
title: Sub-sub-basins of Hindu Kush Himalaya (HKH) Region

description: The dataset provides third level or sub-sub-basin boundary of ten major river basins in the Hindu Kush Himalaya (HKH) region - the Amu Darya, Indus, Ganges, Brahmaputra ( Yarlungtsanpo), Irrawaddy, Salween (Nu), Mekong (Lancang), Yangtse (Jinsha), Yellow River (Huanghe), and Tarim (Dayan). In addition, it also includes boundaries of two interior basins. The dataset has been developed from NASA's 90m resolution Shuttle Radar Topography Mission (SRTM) digital elevation model.
DOI: 10.6069/5e84-hd26
title: United States Physical Activity and Obesity Prevalence by County 2001-2011

description: IHME research, published in Population Health Metrics in July 2013, provides physical activity and obesity prevalence estimates by county and sex in the United States from 2001-2011. The study, "Prevalence of physical activity and obesity in US counties, 2001-2011: a road map for action" examined county-level changes in physical activity and obesity.
DOI: 10.6084/m9.figshare.23296271.v1
title: <strong>Coronel-Monje et al., 2023.</strong>

description: Raw data obtained from bibliometric analysis on Peruvian research contribution on COVID-19 pandemic
DOI: 10.15468/dl.2xa8go
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Goniobranchus reticulatus Pease, 1866"
 ]
}

 The dataset includes 95 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002991-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knb2se
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coryphaena branchiostega Linnaeus, 1766",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006564-240626123714530/datasets/export for details.
DOI: 10.15468/dl.nhnbso
title: Occurrence Download

description: A dataset containing 844 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllidia varicosa Lamarck, 1801"
 ]
}

 The dataset includes 844 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003002-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgidut
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllidiella nigra (van Hasselt, 1824)"
 ]
}

 The dataset includes 106 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003007-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unlgk3
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllidiopsis krempfi Pruvot-Fol, 1957"
 ]
}

 The dataset includes 58 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003008-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xplg0z
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllidia picta Pruvot-Fol, 1957"
 ]
}

 The dataset includes 124 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002994-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds005012.v1.0.1
title: Adolescent Health Risk Behavior Study
DOI: 10.5281/zenodo.10000815
title: DB4ISF: An incremental sheet forming database

description: DB4ISF

DB4ISF is an incremental sheet forming database consisting of 76 forming experiments executed by the Chair of Production Systems at Ruhr-Universität Bochum.

The database consists of the following data:• General process data (tool radii, sheet thickness, step depth, ...)• CAD files (stl, sldprt including CAMWorks toolpaths)• Toolpaths (surface points and normal vectors)• Robot programs used for forming (KRL)• Digitization (CDB)• Deviation of every toolpath point in normal direction• Precalculated surface representations for machine learning

Publication and reference

A publication that describes the methodical approach for building up the database and the experimental data inside it can be found here:Möllensiep, Dennis; Schäfer, Jan; Pasch, Felix, Kuhlenkötter Bernd. Cluster analysis for systematic database extension to improve machine learning performance in double-sided incremental sheet forming. International Journal of Advanced Manufacturing Technology (2024). https://doi.org/10.1007/s00170-024-14014-8.

Please cite the corresponding publication too if you are using the database for your own research.

ML4ISF

ML4ISF is a Matlab Framework with a GUI for the application of machine learning in incremental sheet forming and fully compatible with the database. 

The framework offers the following features:• Data management• Toolpath import with various presets• Calculation of surface representations utilized for machine learning• Generation of training data tables for machine learning in python• Prediction of the forming accuracy with several provided artificial networks• Toolpath adjustments based on the prediction and smoothing of the path• Generation of Kuka robot programs (other exporters could be implemented)• Various plotting functions

Prerequisites:• Surface toolpath with the corresponding normal vectors• STL file of the part

The framework was developed for the application of double sided incremental forming (DSIF) utilizing two industrial robots where the supporting robot applies a defined support force. Other methods such as SPIF with NC-machines can be implemented with slight modifications.

ML4ISF can be downloaded here: https://doi.org/10.5281/zenodo.10036335.

Contact

If you have any questions about the database, please contact:Dennis Möllensiepmoellensiep@lps.rub.de

License

This database is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
DOI: 10.15139/s3/lw9d7d
title: Replication Data for: Gender and the State Politics of Policy Implementation in Education: The Interaction of Bureaucratic and Legislative Representation in India

description: Representation frequently links state politics to policy. Current research, however, overlooks the interplay between bureaucratic and legislative representation and how local representation may be influenced by state policy environments. There is also a need to test current theories of state politics and policy, driven by the study of US federalism, in different national contexts to indicate how general such theories might be and to provide new insights into the study of US politics and policy. This article studies how gender representation and local policy implementation interacts with state environment factors to affect representation outcomes in K-12 education across 28 states in India. We theorize that the bureaucratic (teacher) representation relationship is influenced by a state’s socio-economic status, gender disparities, and legislative gender representation. Our findings indicate that representation is conditional on the level of gender equity in a state and the influence of bureaucratic gender representation on outcomes is enhanced by legislative representation. The research points to the generalizability of current theories of representation and state politics across national federal contexts, the conditional nature of the influence of bureaucratic representation on state policy implementation, and the need to better understand the interdependence of representation across political institutions.
DOI: 10.15468/dl.a8jpj7
title: Occurrence Download

description: A dataset listing the 5 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thuridilla gracilis (Risbec, 1928)"
 ]
}

 The dataset's 5 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002965-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhkexk
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elysia pusilla (Bergh, 1871)"
 ]
}

 The dataset includes 158 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002971-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzsfrc
title: Occurrence Download

description: A dataset containing 591 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllidia ocellata Cuvier, 1804"
 ]
}

 The dataset includes 591 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002996-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.