cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5878/002524
title: The Regional Western Sweden SOM Survey 2002
title: Den västsvenska SOM-undersökningen 2002
title: Väst-SOM 2002

description: Western SOM has been conducted yearly since 1992, but was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka. 

The purpose of the regional surveys is to enable SOM researchers to study attitudes and behaviour linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large.

Purpose:

Study attitudes and behaviors that are linked to local and regional issues and phenomena
description: Detta är den elfte studien i serien SOM-undersökningar genomförda i Västsverige. Undersökningen genomfördes med två olika enkätformulär: ett riktat till invånarna i Göteborg med kranskommuner och ett till dem hemmahörande i resterande delar av Västra Götaland. Enkätformulären innehåller till största delen gemensamma frågor. Några frågor är dock enbart ställda i en av de två enkäterna; framför allt handlar det om frågor enbart ställda i formuläret till invånarna i Göteborgsregionen. Båda enkäterna innehåller frågeområdena: Massmedier; Politik och samhälle; Samhälle och service; Kultur- och naturmiljö; Trygghet och säkerhet; Teknikinnehav och internet; Aktiviteter och fritidsvanor; Arbetsliv; och Om dig själv. Göteborgsregionens enkät innehöll även frågeområdena: Göteborg-Posten; samt Göteborgs kommun.

Syfte:

Studera attityder och beteenden som är knutna till lokala och regionala frågor och företeelser
DOI: 10.5878/000419
title: The Regional Western Sweden SOM Survey 2002
title: Den västsvenska SOM-undersökningen 2002
title: Väst-SOM 2002

description: Western SOM has been conducted yearly since 1992, but was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka. 

The purpose of the regional surveys is to enable SOM researchers to study attitudes and behaviour linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large.

Purpose:

Study attitudes and behaviors that are linked to local and regional issues and phenomena
description: Detta är den elfte studien i serien SOM-undersökningar genomförda i Västsverige. Undersökningen genomfördes med två olika enkätformulär: ett riktat till invånarna i Göteborg med kranskommuner och ett till dem hemmahörande i resterande delar av Västra Götaland. Enkätformulären innehåller till största delen gemensamma frågor. Några frågor är dock enbart ställda i en av de två enkäterna; framför allt handlar det om frågor enbart ställda i formuläret till invånarna i Göteborgsregionen. Båda enkäterna innehåller frågeområdena: Massmedier; Politik och samhälle; Samhälle och service; Kultur- och naturmiljö; Trygghet och säkerhet; Teknikinnehav och internet; Aktiviteter och fritidsvanor; Arbetsliv; och Om dig själv. Göteborgsregionens enkät innehöll även frågeområdena: Göteborg-Posten; samt Göteborgs kommun.

Syfte:

Studera attityder och beteenden som är knutna till lokala och regionala frågor och företeelser
DOI: 10.15468/dl.fyb932
title: Occurrence Download

description: A dataset containing 17309 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera leo"
 ]
}

 The dataset includes 17309 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001445-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71726/adrjbe7f
title: Canning Estuary and Lower Canning River Water Quality Monitoring 2015-16

description: The Department of Biodiversity, Conservation and Attractions (DBCA) conducts routine monitoring of water quality in the Swan Canning Estuary. Data collected through the monitoring program is used to inform management of the river system by DBCA.

Data produced through the monitoring program provides essential information to assess system response to management actions and to report against estuary water quality targets, and phytoplankton trigger levels. Data produced have also been utilised in numerous investigations conducted by both government agencies and tertiary institutions, including modelling, that contribute to our understanding of estuary condition and response and that evaluate potential impacts on the system into the future.

Data collected is stored in the Water Information Network (WIN) database maintained by the Department of Water and Environmental Regulation (DWER) and is made publicly available via the Water Information Reporting (WIR) portal.
DOI: 10.6084/m9.figshare.31082407.v2
title: PPIKB: A Structure Activity Knowledge Base and Analysis Platform for Peptide Ligand Protein Interactions

description: PPIKB is a curated dataset of experimentally validated peptide–protein interactions, integrating standardized binding affinity measurements (Kd, Ki and IC50 converted to pAffinity) and non-redundant protein–peptide complex structures with residue-level interaction annotations. This version is a frozen snapshot (v1.0) released for reuse and benchmarking; an up-to-date web interface is available at https://ppikb.duanlab.ac/.
DOI: 10.15468/dl.c2tyhe
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erucaria erucarioides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 26 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001446-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18386176
title: Assessing Age-Differentiated Vulnerabilities to Outdoor Heat Stress in Southeast Asia  : Implications for Liveability and Survivability in a Warming Climate  - Data & Software

description: Description

This archive contains the Python code and data required to reproduce all analysis and figures presented in the associated manuscript.

 

Repository Structure

The repository is organized as follows:

Code



Figure-specific scripts: Each figure is associate with one Jupyter Notebook containing the Python code used to generate the respective visualizations and analyses

Figure 2 exception: Figure 2 is regenerated using the HEAT-Lim model (formerly PyHHB), available at: gguzmane/HEAT-Lim - a biophysical model for assessing heat survivability and liveability with climate model data (Vanos et al., 2023)


Data



Input data format: All input data files are provided in NetCDF (.nc) format

Data organization:



SEA/ folder: Spatial map data covering Southeast Asia

cities/ folder: Time series data for focal cities




 

Citation

If you use this code or data, please cite the associated manuscript
DOI: 10.5281/zenodo.18386177
title: Assessing Age-Differentiated Vulnerabilities to Outdoor Heat Stress in Southeast Asia  : Implications for Liveability and Survivability in a Warming Climate  - Data & Software

description: Description

This archive contains the Python code and data required to reproduce all analysis and figures presented in the associated manuscript.

 

Repository Structure

The repository is organized as follows:

Code



Figure-specific scripts: Each figure is associate with one Jupyter Notebook containing the Python code used to generate the respective visualizations and analyses

Figure 2 exception: Figure 2 is regenerated using the HEAT-Lim model (formerly PyHHB), available at: gguzmane/HEAT-Lim - a biophysical model for assessing heat survivability and liveability with climate model data (Vanos et al., 2023)


Data



Input data format: All input data files are provided in NetCDF (.nc) format

Data organization:



SEA/ folder: Spatial map data covering Southeast Asia

cities/ folder: Time series data for focal cities




 

Citation

If you use this code or data, please cite the associated manuscript
DOI: 10.15468/dl.6pf7pa
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erucastrum elatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001448-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18410616
title: ERA5moistIN: An Hourly Dataset of Moisture Budget Components Over the Indian Subcontinent (Extension for the year 2025)

description: This dataset is an extension of ERA5moistIN for the year 2025. All seven column-integrated atmospheric moisture budget components are provided here for 2025.

For the historical period 1940–2024, users are referred to the dataset links listed below.



change in storage (vidq_dt.year.nc, https://doi.org/10.5281/zenodo.15751200)

horizontal moisture advection (viqadv.year.nc, https://doi.org/10.5281/zenodo.15730248)

horizontal wind convergence (viHCM.year.nc, https://doi.org/10.5281/zenodo.15751542)

horizontal moisture flux convergence (viHMFC.year.nc, https://doi.org/10.5281/zenodo.15753006)

vertical moisture advection (viwdq_dp.year.nc, https://doi.org/10.5281/zenodo.15753073)

vertical wind convergence (viqdw_dp.year.nc, https://doi.org/10.5281/zenodo.15753104)

vertical moisture flux convergence (viVMFC.year.nc, https://doi.org/10.5281/zenodo.15753124)
DOI: 10.5281/zenodo.18410617
title: ERA5moistIN: An Hourly Dataset of Moisture Budget Components Over the Indian Subcontinent (Extension for the year 2025)

description: This dataset is an extension of ERA5moistIN for the year 2025. All seven column-integrated atmospheric moisture budget components are provided here for 2025.

For the historical period 1940–2024, users are referred to the dataset links listed below.



change in storage (vidq_dt.year.nc, https://doi.org/10.5281/zenodo.15751200)

horizontal moisture advection (viqadv.year.nc, https://doi.org/10.5281/zenodo.15730248)

horizontal wind convergence (viHCM.year.nc, https://doi.org/10.5281/zenodo.15751542)

horizontal moisture flux convergence (viHMFC.year.nc, https://doi.org/10.5281/zenodo.15753006)

vertical moisture advection (viwdq_dp.year.nc, https://doi.org/10.5281/zenodo.15753073)

vertical wind convergence (viqdw_dp.year.nc, https://doi.org/10.5281/zenodo.15753104)

vertical moisture flux convergence (viVMFC.year.nc, https://doi.org/10.5281/zenodo.15753124)
DOI: 10.15468/dl.5d5fc4
title: Occurrence Download

description: A dataset containing 10758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysimum cheiranthoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 10758 records from 301 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001450-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/69xx644cry.1
title: Interbank data of MDIs

description: This is the dataset collected from the FDIC using bankfind API and variables published on the FDIC. The dataset is from 1984 to 2024 at quarterly frequency.
DOI: 10.17632/69xx644cry
title: Interbank data of MDIs

description: This is the dataset collected from the FDIC using bankfind API and variables published on the FDIC. The dataset is from 1984 to 2024 at quarterly frequency.
DOI: 10.17632/69xx644cry.2
title: Interbank data of MDIs

description: This is the dataset collected from the FDIC using bankfind API and variables published on the FDIC. The dataset is from 1984 to 2024 at quarterly frequency.
DOI: 10.17632/jbv69bbxvn
title: Fe-16S-2Si Resistivity

description: The resistivity of a powder mix of Fe with 16wt%S and 2wt%Si measured in a 3000 ton multi-anvil press with a four-wire technique
DOI: 10.17632/jbv69bbxvn.1
title: Fe-16S-2Si Resistivity

description: The resistivity of a powder mix of Fe with 16wt%S and 2wt%Si measured in a 3000 ton multi-anvil press with a four-wire technique
DOI: 10.17632/8mgk68jdhy
title: Data for High-resolution Raman spectroscopy of calcium phosphate apatite along the F-OH, F-Cl, and Cl-OH binaries

description: Raman spectra of synthetic calcium phosphate apatite crystals. The dataset includes each of the pure end-members fluor-, chlor- and hydroxy-apatites, as well as a range of solid-solution compositions along each of the three respective binary joins between these end-members.
DOI: 10.17632/8mgk68jdhy.1
title: Data for High-resolution Raman spectroscopy of calcium phosphate apatite along the F-OH, F-Cl, and Cl-OH binaries

description: Raman spectra of synthetic calcium phosphate apatite crystals. The dataset includes each of the pure end-members fluor-, chlor- and hydroxy-apatites, as well as a range of solid-solution compositions along each of the three respective binary joins between these end-members.
DOI: 10.15468/dl.vsjws3
title: Occurrence Download

description: A dataset containing 108748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melittis melissophyllum L."
 ]
}

 The dataset includes 108748 records from 807 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021793-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xmmpq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ovis canadensis Shaw, 1804)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021415-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15558238
title: Data and scripts for "Automated File-Level Logging Generation for Machine Learning Applications using LLMs: A Case Study using GPT-4o Mini"
DOI: 10.5281/zenodo.15558239
title: Data and scripts for "Automated File-Level Logging Generation for Machine Learning Applications using LLMs: A Case Study using GPT-4o Mini"
DOI: 10.5281/zenodo.16916770
title: US EV Demand and Taiwanese Semiconductor Production (2010-2024) Raw Data and Analysis Results
DOI: 10.5281/zenodo.16916769
title: US EV Demand and Taiwanese Semiconductor Production (2010-2024) Raw Data and Analysis Results
DOI: 10.21227/5kg3-rg43
title: "Supplementary Material for \"From Fiber-Optic Sensing to Mesoscale Modeling: A Spatial-Temporal Transformer-Enhanced ...\""

description: "The Battery_21700_Test_1C_Dataset.csv file is a dataset that contains the terminal voltage, and internal\/external temperature distribution data of a battery during 1C (approximately 5A) constant current discharge over 1-3600 seconds. The time sampling interval is 1 second."
DOI: 10.15468/dl.m95twy
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Boiga kraepelini",
 "Year 1970-2025"
 ]
}

 The dataset includes 140 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025523-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00012714.0
title: Available datapackage for study 'Effect of Liraglutide on Body Weight in Non-diabetic Obese Subjects or Overweight Subjects With Co-morbidities: A Randomised, Double-blind, Placebo Controlled, Parallel Group, Multi-centre, Multinational Trial With Stratification of Subject to Either 56 or 160 Weeks of Treatment Based on Pre-diabetes Status at Randomisation'

description: This trial is conducted in Africa, Asia, Europe, Oceania, North America and South America.The aim of this clinical trial is to evaluate the potential of liraglutide to induce and maintain weight loss over 56 weeks in obese subjects or overweight subjects with co-morbidities. Furthermore, the aim is to investigate the long term potential of liraglutide to delay the onset of type 2 diabetes in subjects diagnosed with pre-diabetes at baseline.Based on body mass index (BMI) and pre-diabetes status, subjects will be randomised to either 68 weeks (56 weeks of randomised treatment followed by a 12 week re-randomised treatment period) or 160 weeks of treatment (160 week treatment will only be applicable to subjects with pre-diabetes status at baseline).
DOI: 10.15468/dl.cedceh
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gravesia vestita",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 43 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007988-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yp3krv
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abies fraseri",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is United States of America",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 351 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007989-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jp8522
title: Occurrence Download

description: A dataset containing 19330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cynomys ludovicianus"
 ]
}

 The dataset includes 19330 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007990-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00012715.0
title: Available datapackage for study 'Effect of Liraglutide in Obese Subjects With Moderate or Severe Obstructive Sleep Apnoea. A 32 Week Randomised, Double-blind, Placebo-controlled, Parallel Group, Multi-centre and Multinational Trial'

description: This trial is conducted in North America. The aim of the trial is to investigate the effect of liraglutide in obese subjects with sleep apnoea.
DOI: 10.15468/dl.3k5ysb
title: Occurrence Download

description: A dataset containing 20772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Limulus polyphemus"
 ]
}

 The dataset includes 20772 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007991-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/lnbuyh
title: Archives of mathematics and entanglements of mathematicians

description: This set contains data and metadata about mathematical archives and libraries, collections of mathematicians. This set contains data from the main project but also from previous research by Tomáš W. Pavlíček.It is planned to expand this dataset by adding new files systematically.Files in this dataset:Slavic_Contacts - language: English; minutes from archive researchKorinekV_k16_01, 02, 03 - scans of cartoon from Masarykův ústav a Archiv AV ČR, archive collection Vladimír Kořínek, box 16, cartoons about the 8th Congress of Polish Mathematicians, 1953, by Leon Jeśmanowicz: 01: Director of the Mathematical Institute of the PAN, Kazimierz Kuratowski, 02: Schröder, Turski, Alexits, 03: Kořínek, Piccone, Radon, Renyi, Ważewski, Steinhaus, Knaster.Sołtysiak How I met Jaroslav Zemánek (2020, recollection by Prof. Andrzej Sołtysiak, manuscript - language: English; recollection for the interviewer, personal archive of Tomáš W. Pavlíček, personal archive of Andrzej Sołtysiak)Analytical comments on the interview with Professor of mathematical logic Zofia Adamowicz conducted by Tomáš W. Pavlíček on 14.07.2022 in WarsawFrequency model of relations created by Dr Bartosz Ogórek: a network based on interviews conducted by Dr Tomáš W. Pavlíček with Prof. Andrzej Sołtysiak (29. 09. 2020 Poznań), Prof. Wiesław Żelazko – Hanna Stande-Żelazko (27. 06. 2022 Warszawa), Prof. Zofia Adamowicz (14. 07. 2022 Warszawa)The interconnectedness of Czech and Polish Mathematicians in the interwar period could be signed as Slavic Mathematicians. The interconnectedness in the postwar period (called The Time of Mathematical Olimpiades) contains bilateral contacts of mathematicians, contacts in the Central-Eastern Europe, and global cooperation. The focus is on studies abroad (supervisors) and circulation of knowledge.The project Czechoslovak-Polish Scholarly Entanglements in the Cold War Between High Politics and Individual Strategies was funded by the Narodowe Centrum Nauki (OPUS 2020/39/I/HS3/03589) and runs under the Institute of History of the Polish Academy of Sciences and the Masaryk Institute and Archives of the Czech Academy of Sciences (co-funded by the Grantová agentura ČR, GA ČR 21-45624L).
DOI: 10.15468/dl.qsp92a
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Guyonia tenella",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007992-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mw7r2s
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 "TaxonKey is one of (Grallaria quitensis [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 358 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007993-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.