cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31047965
title: Discovering descriptors linking catalyst film uniformity to oxygen reduction reaction performance

description: The uniformity of catalyst films is widely recognized as crucial for the oxygen reduction reaction (ORR), yet it has traditionally been assessed only qualitatively. In this study, 105 catalyst films of varying uniformity were prepared using the same Pt/C catalyst. About 42 features were then extracted from their microscope images. These features capture film uniformity from multiple aspects and together provide an objective means to quantify characteristics such as coffee-ring formation and catalyst agglomeration, which are beyond the reach of visual labeling. Principal component analysis (PCA) revealed that these features captured uniformity differences that were consistent with visual inspection, while also identifying quantitative variations that were beyond human perception. The Mann – Whitney U test and decision tree classification were then employed to identify the feature sets that most strongly influence three electrochemical parameters: ECSA, <i>E</i><sub>1/2</sub> and <i>j</i><sub><i>k</i></sub>. Although film uniformity was generally important for all parameters, the most influential feature sets differed among them, suggesting that each parameter is sensitive to distinct aspects of uniformity. This study proposes descriptors that link catalyst film uniformity with ORR performance, paving the way for more reproducible and reliable catalyst evaluations. A quantitative, interpretable image-descriptor framework (42 microscope-derived features) links catalyst-film uniformity to ORR performance and provides parameter-specific criteria to improve reproducibility and reporting consistency.
DOI: 10.6084/m9.figshare.31047965.v1
title: Discovering descriptors linking catalyst film uniformity to oxygen reduction reaction performance

description: The uniformity of catalyst films is widely recognized as crucial for the oxygen reduction reaction (ORR), yet it has traditionally been assessed only qualitatively. In this study, 105 catalyst films of varying uniformity were prepared using the same Pt/C catalyst. About 42 features were then extracted from their microscope images. These features capture film uniformity from multiple aspects and together provide an objective means to quantify characteristics such as coffee-ring formation and catalyst agglomeration, which are beyond the reach of visual labeling. Principal component analysis (PCA) revealed that these features captured uniformity differences that were consistent with visual inspection, while also identifying quantitative variations that were beyond human perception. The Mann – Whitney U test and decision tree classification were then employed to identify the feature sets that most strongly influence three electrochemical parameters: ECSA, <i>E</i><sub>1/2</sub> and <i>j</i><sub><i>k</i></sub>. Although film uniformity was generally important for all parameters, the most influential feature sets differed among them, suggesting that each parameter is sensitive to distinct aspects of uniformity. This study proposes descriptors that link catalyst film uniformity with ORR performance, paving the way for more reproducible and reliable catalyst evaluations. A quantitative, interpretable image-descriptor framework (42 microscope-derived features) links catalyst-film uniformity to ORR performance and provides parameter-specific criteria to improve reproducibility and reporting consistency.
DOI: 10.15468/dl.wgnss6
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterosentis hirsutus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005570-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18412450
title: Export Competitiveness of Indonesian Linear Alkylbenzene in the Asia-Pacific Market: Implications for Sustainable Supply Chain Strategies

description: This research examines the export competitiveness of Indonesian Linear Alkylbenzene (LAB) in the Asia-Pacific market. The study applies a quantitative descriptive method and utilizes secondary trade data covering the period from 2018 to 2024 for LAB products classified under HS code 3817. Export competitiveness is assessed using three analytical tools namely Revealed Comparative Advantage (RCA), Trade Specialization Index (TSI), and Export Product Dynamics (EPD). The findings indicate that Indonesia consistently achieved an RCA value greater than one, which confirms the presence of a strong comparative advantage in LAB exports. The TSI results suggest a gradual transition from an import-oriented position toward an export-oriented structure as reflected by the shift from negative values in earlier years to positive values in more recent periods. Furthermore, the EPD anaysis categorizes Indonesian LAB as a “Rising Star” showing increasing competitiveness and promising growth prospects within the Asia-Pacific market. To enhance export performance this study recommends strengthening upstream integration to secure feedstock availability adopting data-based production and logistics management systems and expanding production capacity to support long-term and sustainable industrial development. This analysis is expected to provide empirical insights of Indonesia's LAB in the regional supply chain, and to formulate managerial or policy implications that can support the sustainable strengthening of industrial growth supply chains that in line with SDG 9 (Industry, Innovation, and Infrastructure).
DOI: 10.5281/zenodo.18412451
title: Export Competitiveness of Indonesian Linear Alkylbenzene in the Asia-Pacific Market: Implications for Sustainable Supply Chain Strategies

description: This research examines the export competitiveness of Indonesian Linear Alkylbenzene (LAB) in the Asia-Pacific market. The study applies a quantitative descriptive method and utilizes secondary trade data covering the period from 2018 to 2024 for LAB products classified under HS code 3817. Export competitiveness is assessed using three analytical tools namely Revealed Comparative Advantage (RCA), Trade Specialization Index (TSI), and Export Product Dynamics (EPD). The findings indicate that Indonesia consistently achieved an RCA value greater than one, which confirms the presence of a strong comparative advantage in LAB exports. The TSI results suggest a gradual transition from an import-oriented position toward an export-oriented structure as reflected by the shift from negative values in earlier years to positive values in more recent periods. Furthermore, the EPD anaysis categorizes Indonesian LAB as a “Rising Star” showing increasing competitiveness and promising growth prospects within the Asia-Pacific market. To enhance export performance this study recommends strengthening upstream integration to secure feedstock availability adopting data-based production and logistics management systems and expanding production capacity to support long-term and sustainable industrial development. This analysis is expected to provide empirical insights of Indonesia's LAB in the regional supply chain, and to formulate managerial or policy implications that can support the sustainable strengthening of industrial growth supply chains that in line with SDG 9 (Industry, Innovation, and Infrastructure).
DOI: 10.15468/dl.2ggm82
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dichotomanthes tristaniicarpa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 277 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005571-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11587/jwicg6
title: Politics Vienna; Text Report 2004
title: Politik Wien; Textkommentar 2004

description: Topic: Politics Vienna
description: Vienna
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>The title and questions are identical to GfK-690, but GfK-692 has a different grant agency and there are fewer questions in the questionnaire.
DOI: 10.11587/tj30pu
title: Reform Policy 2004
title: Reformpolitik 2004

description: Topic: Pension reform
description: Pension
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/4kbuyq
title: Refugees 2004
title: Flüchtlinge 2004

description: Topic: Refugees
description: Refugees
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/6cnn0o
title: Survey Wirtschaftsbund Vienna (Part 2) 2005 (2005-01-31 - 2005-02-04)
title: Umfrage Wirtschaftsbund Wien (Teil 2) 2005

description: Topic: Survey Wirtschaftsbund Vienna
description: Vienna
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/c31vxd
title: Pensions; Genetic Engineering 2004
title: Pensionen; Gentechnik 2004

description: Multi-topic survey: Pensions, genetic engineering
description: Pension
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/u6rpcr
title: Attitude Towards the Public Administration 2004
title: Einstellung zur Verwaltung 2004

description: Topic: Attitude towards the public administration
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/xlouyk
title: Economic Policy Competence Monitoring 1999 (1999-08-03 - 1999-08-05)
title: Wirtschaftspolitisches Kompetenzmonitoring 1999

description: Topic: Economic policy competence monitoring
description: Economic policy
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/7gkptl
title: Political Issues Carinthia; Text Report 1996
title: Politische Themen Kärnten; Textkommentar 1996

description: Topic: Economic and political situation in Carinthia
description: Carinthia
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/ammuxi
title: Reform Party 2004
title: Reformpartei 2004

description: Topic: Reform party
description: Politics
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/wdrkbn
title: Image of the Lower Austrian Wirtschaftsbund 1997
title: Image NÖ Wirtschaftsbund 1997

description: Topic: Chamber of commerce of Lower Austria member survey
description: Lower Austria
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/fdhrki
title: Role of the Austrian People's Party (ÖVP) in the Government 1997
title: Rolle der ÖVP in der Regierung 1997

description: Topic: Role of the Austrian People's Party (ÖVP) in the government
description: Politics
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/v1b1tl
title: Farmers' Problems 1993
title: Probleme der Landwirte 1993

description: Topic: Farmers' problems
description: Agriculture
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>The back cover and the questionnaire are missing
DOI: 10.11587/vleizc
title: Popular Petition on the Euro 1997
title: Euro-Volksbegehren 1997

description: Topic: Popular petition on the Euro
description: Euro acceptance
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/3pbfzc
title: Generations; Pensions; Text Report 2004
title: Generationen; Pensionen; Textkommentar 2004

description: Multi-topic survey: Generations, pensions
description: Pension
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/tnzbnt
title: Politics Styria (Volume 1); Text Report 1991
title: Politik Steiermark (Band 1); Textbericht 1991

description: Topic: Politics Styria
description: Styria
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/mf54zp
title: European Parliament Elections 1996 (1996-06-26 - 1996-07-18)
title: Europaparlamentswahl 1996

description: Topic: European parliament elections
description: European election
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/7n9s4f
title: Chamber of Commerce Member Survey 1996 (1996-08-05 - 1996-08-08)
title: Wirtschaftskammer Mitgliederbefragung 1996

description: Topic: Chamber of commerce member survey
description: Chamber of commerce
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/njl6qr
title: Austrian National Parliamentary Election Voter Panel (Part 2, Volume 1) 1999 (1999-09-01 - 1999-09-07)
title: Nationalratswahl Wählerpanel (Teil 2 , Band 1) 1999

description: Topic: Austrian parliamentary election
description: Austrian parliamentary election
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/xjrwwa
title: Austrian National Parliamentary Election Voter Panel (Part 1) 1999 (1999-08-16 - 1999-08-25)
title: Nationalratswahl Wählerpanel (Teil 1) 1999

description: Topic: Austrian parliamentary election
description: Austrian parliamentary election
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/dbbfjj
title: Flash Poll Chamber of Commerce Member Survey 2000
title: Blitzumfrage Wirtschaftskammer Mitgliederbefragung 2000

description: Topic: Chamber of commerce member survey
description: Chamber of commerce
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/jnfhzt
title: NATO / Austrian Armed Forces 1997
title: NATO / Bundesheer 1997

description: Topic: NATO / Austrian Armed Forces
description: Foreign policy
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/pyqcpy
title: Chamber of Agriculture Farmers Association; Text Report 1991
title: Landwirtschaftskammer Bauernbund; Textbericht 1991

description: Topic: Chamber of agriculture farmers association
description: Agriculture
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/lxh358
title: Politics Tyrol; Text Report 1993 (1993-02-25 - 1993-03-09)
title: Politik Tirol; Textbericht 1993

description: Topic: Politics Tyrol
description: Tyrol
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/e46jth
title: Image Profile Baker's Guild Lower Austria 1997
title: Imageuntersuchung Bäckerinnung NÖ 1997

description: Topic: Image profile baker's guild Lower Austria
description: Lower Austria
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/h3c0yn
title: Image Profile Association of Austrian Industrialists (IV) 1993
title: Imageprofil Vereinigung Österreichischer Industrieller (VÖI) 1993

description: Topic: Image profile Association of Austrian Industrialists
description: Industry
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/ioiz63
title: Semperit Waste-To-Engery Plant 1997
title: Abfallkraftwerk Semperit 1997

description: Topic: Semperit waste-to-engery plant
description: Environment
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/incytk
title: Popular Petition on Foreigners 1993 (1993-01-04 - 1993-01-27)
title: Ausländervolksbegehren 1993

description: Topic: Monitoring popular petition on foreigners
description: Foreigners
DOI: 10.11587/sgf8am
title: Comparing Austrian Foods 1997
title: Österreichische Lebensmittel im Vergleich 1997

description: Topic: Comparing Austrian foods
description: Food
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/zq6yd5
title: Popular Petition on Foreigners 1992-1993 (1992-12-07 - 1993-01-27)
title: Ausländervolksbegehren 1992-1993

description: Topic: Monitoring popular petition on foreigners
description: Foreigners
DOI: 10.11587/tsta3y
title: Politics Innsbruck 1997
title: Politik Innsbruck 1997

description: Topic: Politics Innsbruck
description: Tyrol
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.15468/dl.fdu8m6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterosentis overstreeti",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005573-260126135527185/datasets/export for details.
DOI: 10.11587/1zr4a4
title: Economic Policy Survey 1952
title: Wirtschaftspolitische Befragung 1952

description: Topic: Economic policy survey
description: Economic policy
DOI: 10.11587/kdvrpz
title: South Tyrol - Telephone Survey 1997
title: Südtirol Telefonumfrage 1997

description: Topic: South Tyrol - telephone survey
description: Politics
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/czohjv
title: Political Survey 1968
title: Politische Befragung 1968

description: Multi-topic survey: Party preferences, governance systems
description: Politics
DOI: 10.11587/gpckqv
title: Stratotrend (Part 2) 1996
title: Stratotrend (Teil 2) 1996

description: Topic: Stratotrend
description: Elections
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/i4gmpk
title: Political Questions 1965
title: Politische Fragen 1965

description: Multi-topic survey: Flood relief, cooperation between national parties
description: Politics
DOI: 10.11587/ninsd2
title: Folk Culture 1999
title: Volkskultur 1999

description: Topic: Folk culture
description: Art and culture
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>