cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5255/ukda-sn-8206-1
title: Low Carbon and Renewable Energy Economy Survey, 2014-2016: Secure Access
title: LCRES; UK LCRE; LCREE Survey; LCREES

description: The &lt;I&gt;Low Carbon and Renewable Energy Economy Survey&lt;/I&gt; (LCRES) is an annual survey designed to collect information from businesses working within the green economy, including low carbon and renewable energy activities. UK government departments and devolved administrations will use this information to assess and develop policies relating to green job creation, potential growth and investment opportunities both nationally and regionally. The LCRES was conducted for the first time in 2015, for the reporting year 2014. Continuity between the first and second year of the survey was ensured with minimal changes made to the questionnaire in the second year.&lt;br&gt;
&lt;br&gt;
The survey provides a number of high-level indicators of Low Carbon and Renewable Energy Economy (LCREE) activity such as turnover, number of businesses, imports, exports, employees and capital assets. Results from the LCRES can be used to show business activity in 17 specific sectors which can be aggregated into 6 LCREE groups.&lt;br&gt;
&lt;br&gt;
All businesses with an employment of 250 or above are selected, together with a random sample of businesses from each of the other strata, defined by 2-digit SIC 2007 industry classification, country and employment size-band. Businesses that are randomly sampled are generally expected to remain in the sample for 2 years.&lt;br&gt;
&lt;br&gt;
Further information about the LCRES is available on the &lt;a href="https://www.ons.gov.uk/economy/environmentalaccounts/qmis/lowcarbonandrenewableenergyeconomylcreesurvey" target="_blank"&gt;ONS&lt;/a&gt; webpages.&lt;br&gt;
&lt;br&gt;
&lt;b&gt;Latest Edition Information&lt;/b&gt;&lt;br&gt;
For the second edition (August 2018) updated versions of the data files for 2014 and 2015 were deposited, alongside the new 2016 data file; in addition the accompanying documentation has been enhanced.&lt;br&gt;
&lt;br&gt;
DOI: 10.25549/inscriptifact-ouc1sto1608130
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/inscriptifact-ouc110600666
title: Persepolis Fortification Aramaic Text 415, PFAT 415

description: [Text Description:] Administrative text with seals PFATS 0395 ❧ [Text or Publication Number Note:] PFAT 415, Bowman 415 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0395 on reverse, flat edge.
DOI: 10.5255/ukda-sn-7668-2
title: Anglo-Jewry Database, 1851

description: The 1851 Anglo-Jewry Database is a prosopographic resource with entries on the great majority of Jews resident in the British Isles in 1851. The collation of available data on their births, marriages, and deaths, on the children they had and their faith affiliations, along with  decade-by-decade data on their residence and occupations, provides a basis for analysing their migrations, social mobility, fertility, mortality, and similar themes, and affords some scope for comparison with parallel populations.&lt;br&gt;
DOI: 10.25549/inscriptifact-ouc110598493
title: Persepolis Fortification Anepigraphic Tablet 0847.101, PFAnep 0847.101

description: [Text Description:] Administrative text with seal PFUTS 0046. ❧ [Text or Publication Number Note:] PFAnep 0847.101, PFUT 0847-101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression PFUTS 0046 on obverse, reverse, left edge.
DOI: 10.25549/inscriptifact-ouc110600665
title: Persepolis Fortification Aramaic Text 415, PFAT 415

description: [Text Description:] Administrative text with seals PFATS 0395 ❧ [Text or Publication Number Note:] PFAT 415, Bowman 415 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0395 on reverse, flat edge.
DOI: 10.25549/inscriptifact-ouc110598485
title: Persepolis Fortification Anepigraphic Tablet 0847.101, PFAnep 0847.101

description: [Text Description:] Administrative text with seal PFUTS 0046. ❧ [Text or Publication Number Note:] PFAnep 0847.101, PFUT 0847-101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression PFUTS 0046 on obverse, reverse, left edge.
DOI: 10.25549/inscriptifact-ouc110600660
title: Persepolis Fortification Aramaic Text 415, PFAT 415

description: [Text Description:] Administrative text with seals PFATS 0395 ❧ [Text or Publication Number Note:] PFAT 415, Bowman 415 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0395 on reverse, flat edge.
DOI: 10.25549/inscriptifact-ouc110598472
title: Persepolis Fortification Anepigraphic Tablet 0846.103, PFAnep 0846.103

description: [Text Description:] Administrative text with seal PFUTS 0130s. ❧ [Text or Publication Number Note:] PFAnep 0846.103, PFUT 0846-103 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression PFUTS 0130s on obverse.
DOI: 10.25549/inscriptifact-ouc110600652
title: Persepolis Fortification Aramaic Text 415, PFAT 415

description: [Text Description:] Administrative text with seals PFATS 0395 ❧ [Text or Publication Number Note:] PFAT 415, Bowman 415 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0395 on reverse, flat edge.
DOI: 10.25549/inscriptifact-ouc110601698
title: Persepolis Fortification Aramaic Text 440, PFAT 440

description: [Text Description:] Administrative text with seals PFATS 0417, PFATS 0418 ❧ [Text or Publication Number Note:] PFAT 440, Bowman 440 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0417 on obverse, upper edge, bottom edge; PFATS 0418 on reverse, flat edge.
DOI: 10.25549/inscriptifact-ouc1sto1608377
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/inscriptifact-ouc110600633
title: Persepolis Fortification Aramaic Text 415, PFAT 415

description: [Text Description:] Administrative text with seals PFATS 0395 ❧ [Text or Publication Number Note:] PFAT 415, Bowman 415 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0395 on reverse, flat edge.
DOI: 10.25549/inscriptifact-ouc110601684
title: Persepolis Fortification Aramaic Text 440, PFAT 440

description: [Text Description:] Administrative text with seals PFATS 0417, PFATS 0418 ❧ [Text or Publication Number Note:] PFAT 440, Bowman 440 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0417 on obverse, upper edge, bottom edge; PFATS 0418 on reverse, flat edge.
DOI: 10.48436/9zxv3-d1c79
title: RAAV - Results of the PT-STA accessibility analysis

description: Dataset description
As part of the project "RAAV - Rural Accessibility and Automated Vehicles" between the TU Vienna (Austria) and the EURAC institute (Bolzano, Italy), this file serves to summarise the results of a test of the PT-STA method in a comprehensible manner and to make them publicly available.
Context and methodology
An adaption of a classical STA accessibility analysis was formulated and the new method tested on a sample of over 100 individuals in Mühlwald, South Tyrol and over 100 individuals in Sooß, Lower Austria. The test is based on travel diaries, which have been attained in cooperation with and by interviewing said individuals.
To be as transparent as possible the data is provided in the Microsoft Excel format with all cell references. By doing this, we ensure that the data can also be used and adapted for other research. The travel diaries on which this research is based on can be accessed here: https://researchdata.tuwien.ac.at/records/hq7b7-xsa12
Technical details
The dataset contains one Microsoft Excel file containing multiple data sheets. All data from both regions, Mühlwald and Sooß were cumulated. In order to ensure data protection and anonymisation all names, addresses and coordinates of interviewed people, origins and destinations have been deleted from the dataset.
Other than Microsoft Excel, there is no additional software needed to investigate the data. The first datasheet gives an overview of abbreviations and data stored in each data sheet.
DOI: 10.48436/ekw79-4c608
title: RAAV - Results of the PT-STA accessibility analysis for five public transport scenarios based on automated vehicles in Sooss, Lower Austria

description: Dataset description

As part of the project "RAAV - Rural Accessibility and Automated Vehicles" between the TU Vienna (Austria) and the EURAC institute (Bolzano, Italy), this file serves to summarise the results of the application of the PT-STA method for separate public transport scenarios in a comprehensible manner and to make them publicly available.

Context and methodology

An adaption of a classical STA accessibility analysis was applied on a sample of over 100 individuals in Sooss, Lower Austria. Five different public transport scenarios based on a possible implication of automated vehicle technology were compared regarding their potential impact on accessibility for the local population.

To be as transparent as possible the data is provided in the Microsoft Excel format with all cell references. By doing this, we ensure that the data can also be used and adapted for other research.

Technical details

The dataset contains one Microsoft Excel file containing multiple data sheets. In order to ensure data protection and anonymisation all names, addresses and coordinates of interviewed people, origins and destinations have been deleted from the dataset.

Other than Microsoft Excel, there is no additional software needed to investigate the data. The first datasheet gives an overview of abbreviations and data stored in each data sheet.
DOI: 10.57745/cbrobp
title: Initial_indexes_training.zip

description: This folder contains folder named according to the sampling method used to create the datasets with the initial training indexes. The datasets contain the indexes of the initial training samples selected to train the initial classification models. They represent 80 percent of the number of samples in the dataset with 100/225/625/1225/2500 features and samples.
DOI: 10.57745/p6wwtj
title: features_target_fixed_initial_labelled_samples.tab

description: This dataset file contains the datasets with 10 initial labelled parameters (first two columns) and the target (third column). This has the same quantity of samples for each class (5 samples). The sample points are taken randomly based on grid sampling method with a million of points generated.
DOI: 10.48436/4592q-bq206
title: RAAV - Results of the PT-STA accessibility analysis for five public transport scenarios based on automated vehicles in Mühlwald, South Tyrol

description: Dataset description
As part of the project "RAAV - Rural Accessibility and Automated Vehicles" between the TU Vienna (Austria) and the EURAC institute (Bolzano, Italy), this file serves to summarise the results of the application of the PT-STA method for separate public transport scenarios in a comprehensible manner and to make them publicly available.
Context and methodology
An adaption of a classical STA accessibility analysis was applied on a sample of over 100 individuals in Mühlwald, South Tyrol. Five different public transport scenarios based on a possible implication of automated vehicle technology were compared regarding their potential impact on accessibility for the local population.
To be as transparent as possible the data is provided in the Microsoft Excel format with all cell references. By doing this, we ensure that the data can also be used and adapted for other research.
Technical details
The dataset contains one Microsoft Excel file containing multiple data sheets. In order to ensure data protection and anonymisation all names, addresses and coordinates of interviewed people, origins and destinations have been deleted from the dataset.
Other than Microsoft Excel, there is no additional software needed to investigate the data. The first datasheet gives an overview of abbreviations and data stored in each data sheet.
DOI: 10.48436/db56j-9a630
title: RAAV - Results of the PT-STA accessibility analysis for five public transport scenarios based on automated vehicles in Sooss, Lower Austria

description: Dataset description

As part of the project "RAAV - Rural Accessibility and Automated Vehicles" between the TU Vienna (Austria) and the EURAC institute (Bolzano, Italy), this file serves to summarise the results of the application of the PT-STA method for separate public transport scenarios in a comprehensible manner and to make them publicly available.

Context and methodology

An adaption of a classical STA accessibility analysis was applied on a sample of over 100 individuals in Sooss, Lower Austria. Five different public transport scenarios based on a possible implication of automated vehicle technology were compared regarding their potential impact on accessibility for the local population.

To be as transparent as possible the data is provided in the Microsoft Excel format with all cell references. By doing this, we ensure that the data can also be used and adapted for other research.

Technical details

The dataset contains one Microsoft Excel file containing multiple data sheets. In order to ensure data protection and anonymisation all names, addresses and coordinates of interviewed people, origins and destinations have been deleted from the dataset.

Other than Microsoft Excel, there is no additional software needed to investigate the data. The first datasheet gives an overview of abbreviations and data stored in each data sheet.
DOI: 10.48436/h0mwh-grx90
title: RAAV - Quantitative analysis of transport performance and agency costs for five scenarios of the implementation of automated vehicles in public transport.

description: Dataset description
As a supplement to the paper "What can be done with today's budget and demand? - Scenarios of rural public transport automation in Mühlwald (South Tyrol)", which was published as part of the project "RAAV - Rural Accessibility and Automated Vehicles" between the TU Vienna (Austria) and the EURAC institute (Bolzano, Italy), this file serves to summarise the derivation of the in the paper presented results in a comprehensible manner and to make them publicly available.
The data tables are additional content allowing to illustrate the assumptions regarding the design and structure of the formulated automated vehicle variants and scenarios for public transit systems. They contain agency cost assumptions and scenario performance indicators leading to agency cost estimations. The analysis was done for two seperate municipalities, Sooß in Austria and Mühlwald in South Tyrol, Italy. Both locations underlie different topographic, economic and infrastructural framework conditions which influence transport performance as well as agency costs.
Additional images are provided which allow a conceptual understanding of the automated driving system variants in their core functional idea.
Context and methodology
The dataset is supposed to give a more detailed insight into our assumptions and results which are discussed in the paper "What can be done with today's budget and demand? - Scenarios of rural public transport automation in Mühlwald (South Tyrol)" (DOI not yet available).
To be as transparent as possible the data is provided in the Microsoft Excel format with all cell references. By doing this, we ensure that the data can also be used and adapted for other research.
Technical details
The ZIP-folder contains two sub folders, one regarding Mühlwald and one regarding Sooß, with the same content. The primary file is a Microsoft Excel file containing all the data, assumptions, calculations and results. In addition, a JPEG-file contains a visual representation of the analysed automated vehicle variants.
Other than Microsoft Excel, there is no special software required to open, investigate and manipulate the data.
To get a complete understanding of the concept and incorporation of the data used and the assumptions made as well as the meaning of some abbreviations, it is highly recommended to also consider the investigation of the paper "What can be done with today's budget and demand? - Scenarios of rural public transport automation in Mühlwald (South Tyrol)" (DOI not yet available).