cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e139681v1-100220
title: Promises and pitfalls of using computer vision to make inferences about landscape preferences: Evidence from an urban-proximate park system (data and code)

description: We compare preferences for landscape features derived through a computer vision algorithm (Google Cloud Vision) used to analyze social media photographs with preferences derived through a traditional on-site intercept survey. We surveyed visitors in Boulder Open Space and Mountain Parks lands in Colorado (USA) in May and June, 2018. We downloaded all Flickr photographs within Boulder Open Space and Mountain Parks lands from 2004 - 2018, and ran the photographs through Google Cloud Vision to get up to 10 labels for each image. We compare the content in Flickr photographs to the features that visitors say positively impacted their experience on surveys.<br><br>This paper is currently under review.<br><br><b>Contents of this repository:</b><br><br><b>GoogleVision: </b><br>Contains raw data exported from Google Vision, as well as a codebook for how we coded each label to match the landscape categories we asked about in the survey. Also contains a full database connecting the Google Vision labels and presence/absence of each feature to the Flickr data.<br><br><b>Code:</b><br>Contains one R script that makes the maps and runs spatial cluster analysis, and one R script that does all the data cleaning and analysis for the Flickr and survey data. You will need to download the contents in the GoogleVision, shapefiles, and survey folders to run this code. This folder also contains a Python script that we used to download Flickr data within Boulder through the Flickr API, and another R script used only to generate table E.1 in the supplementary material.<br><br><b>Shapefiles: </b><br>Contains all the spatial data needed to reproduce maps and run R code. This includes OSMP trails, trailheads, lands, landscape character areas, survey locations, and coordinates of Flickr points.<br><br><b>Survey:</b><br>Contains the data from a visitor survey in Boulder OSMP lands from May and June 2018 (in a CSV), as well as a codebook to interpret the data, and the survey instrument.<br><br>
description: Response Rates: 84.3% response rate to the visitor survey; 81.6% response rate after non-usable surveys were removed.
description: Presence of Common Scales: Several Likert-type scales were used in the visitor survey.
description: We distributed surveys at 18 Boulder Open Space and Mountain Parks trailheads in May and June 2018. We selected locations using a stratified sampling approach based on the six OSMP landscape character areas, combined with a spatial cluster analysis of geotagged Flickr data to determine the most popular locations in the parks.<br>
description: Visitors to Boulder's Open Space and Mountain Parks lands.
description: on-site questionnaire; web scraping;
DOI: 10.3886/e139681v1-100221
title: Promises and pitfalls of using computer vision to make inferences about landscape preferences: Evidence from an urban-proximate park system (data and code)

description: We compare preferences for landscape features derived through a computer vision algorithm (Google Cloud Vision) used to analyze social media photographs with preferences derived through a traditional on-site intercept survey. We surveyed visitors in Boulder Open Space and Mountain Parks lands in Colorado (USA) in May and June, 2018. We downloaded all Flickr photographs within Boulder Open Space and Mountain Parks lands from 2004 - 2018, and ran the photographs through Google Cloud Vision to get up to 10 labels for each image. We compare the content in Flickr photographs to the features that visitors say positively impacted their experience on surveys.<br><br>This paper is currently under review.<br><br><b>Contents of this repository:</b><br><br><b>GoogleVision: </b><br>Contains raw data exported from Google Vision, as well as a codebook for how we coded each label to match the landscape categories we asked about in the survey. Also contains a full database connecting the Google Vision labels and presence/absence of each feature to the Flickr data.<br><br><b>Code:</b><br>Contains one R script that makes the maps and runs spatial cluster analysis, and one R script that does all the data cleaning and analysis for the Flickr and survey data. You will need to download the contents in the GoogleVision, shapefiles, and survey folders to run this code. This folder also contains a Python script that we used to download Flickr data within Boulder through the Flickr API, and another R script used only to generate table E.1 in the supplementary material.<br><br><b>Shapefiles: </b><br>Contains all the spatial data needed to reproduce maps and run R code. This includes OSMP trails, trailheads, lands, landscape character areas, survey locations, and coordinates of Flickr points.<br><br><b>Survey:</b><br>Contains the data from a visitor survey in Boulder OSMP lands from May and June 2018 (in a CSV), as well as a codebook to interpret the data, and the survey instrument.<br><br>
description: Response Rates: 84.3% response rate to the visitor survey; 81.6% response rate after non-usable surveys were removed.
description: Presence of Common Scales: Several Likert-type scales were used in the visitor survey.
description: We distributed surveys at 18 Boulder Open Space and Mountain Parks trailheads in May and June 2018. We selected locations using a stratified sampling approach based on the six OSMP landscape character areas, combined with a spatial cluster analysis of geotagged Flickr data to determine the most popular locations in the parks.<br>
description: Visitors to Boulder's Open Space and Mountain Parks lands.
description: on-site questionnaire; web scraping;
DOI: 10.5281/zenodo.5635474
title: Workflow Analysis of Data Science Code in PublicGitHub Repositories

description: A dataset containing data science code snippets taken from the Jupyter notebook cells annotated with the data science step it performs is provided along with a set of analyses to understand the data science implementation life cycle.
DOI: 10.5517/ccdc.csd.cc288ky2
title: CCDC 2093614: Experimental Crystal Structure Determination

description: Related Article: Tianyu Huang, Qi Wang, Shu Xiao, Dongdong Zhang, Yuewei Zhang, Chen Yin, Dezhi Yang, Dongge Ma, Zhaohui Wang, Lian Duan|2021|Angew.Chem.,Int.Ed.|60|23771|doi:10.1002/anie.202109041
DOI: 10.6084/m9.figshare.16911222.v1
title: Additional file 1 of Current practice of thoracic anaesthesia in Europe – a survey by the European Society of Anaesthesiology Part I – airway management and regional anaesthesia techniques

description: Additional file 1.
DOI: 10.6084/m9.figshare.16911222
title: Additional file 1 of Current practice of thoracic anaesthesia in Europe – a survey by the European Society of Anaesthesiology Part I – airway management and regional anaesthesia techniques

description: Additional file 1.
DOI: 10.25451/flinders.16881940
title: Motion Picture Producers and Distributors of America Incorporated database

description: The MPPDA Digital Archives consists of a database of the extant records of the General Correspondence files of the Motion Picture Producers and Distributors of America, Inc., <b>covering the period from 1922 to 1939</b>. Established in 1922, the MPPDA was the trade association for the motion picture industry, and included all the major companies producing and distributing motion pictures in the United States in its membership. The association was popularly known as the Hays Office, after its first President, Will H. Hays, who remained office until 1945. Hays was a leading Republican party politician, who resigned from President Warren Harding's Cabinet to take up the MPPDA position. After Hays' retirement, the association was renamed the Motion Picture Association of America.<br><br>The documents in the MPPDA ís General Correspondence files are an immensely rich source of information about the history of the motion picture industry. They describe the organization and operation of the industry's trade association, and include extensive correspondence and other documentation relating to industry policy and public relations, distributor-exhibitor relations, censorship and self-regulation. The great majority of this material is unavailable from other sources.<br><br>Grants:<br>* 1997, 1998, MPPDA Archive digitisation and database development. Flinders University Establishment Grant to digitise the microfilm of the MPPDA Archive and develop a publicly accessible database.<br>* 2000, 2001, Reforming the Movies: A Political History of the American Cinema, 1908 - 1940. ARC A00104524<br><br>Date coverage: 1922 - 1939<br>Location: United States
DOI: 10.25451/flinders.16881946
title: Toehold-Mediated Nonenzymatic DNA Strand Displacement analysis dataset

description: This dataset comprises the results of analysis of toehold-mediated DNA strand displacement. The results demonstrate a new, simpler approach for the analysis of real-life DNA samples using a toehold-mediated DNA strand displacement reaction where a partially complementary duplex, with a ss-toehold sequence, was used as a target for analysis.<br><br>The approach was successfully implemented for human DNA genotyping for gender identification and it is envisaged that this model system could be easily adapted to other DNA genotyping molecular diagnostics.<br><br>Human genomic and mitochondrial DNA were coextracted from the author’s own blood samples. The analysis of this DNA consisted of two stages:<br>(i) PCR amplification was used to generate a PCR product with a contiguous ss-toehold domain; and<br>(ii) toehold-mediated DNA strand displacement reactions between the target toehold-PCR product and single-stranded chemically synthesized oligonucleotide molecular probes were performed using a quenched Föster resonance energy transfer (FRET) technique to monitor how the reaction proceeded.Copyright (c) 2013 Flinders University, South Australia<br><br>Date coverage: 2012-01-01 - 2012-06-01
DOI: 10.25451/flinders.16881946.v1
title: Toehold-Mediated Nonenzymatic DNA Strand Displacement analysis dataset

description: This dataset comprises the results of analysis of toehold-mediated DNA strand displacement. The results demonstrate a new, simpler approach for the analysis of real-life DNA samples using a toehold-mediated DNA strand displacement reaction where a partially complementary duplex, with a ss-toehold sequence, was used as a target for analysis.<br><br>The approach was successfully implemented for human DNA genotyping for gender identification and it is envisaged that this model system could be easily adapted to other DNA genotyping molecular diagnostics.<br><br>Human genomic and mitochondrial DNA were coextracted from the author’s own blood samples. The analysis of this DNA consisted of two stages:<br>(i) PCR amplification was used to generate a PCR product with a contiguous ss-toehold domain; and<br>(ii) toehold-mediated DNA strand displacement reactions between the target toehold-PCR product and single-stranded chemically synthesized oligonucleotide molecular probes were performed using a quenched Föster resonance energy transfer (FRET) technique to monitor how the reaction proceeded.Copyright (c) 2013 Flinders University, South Australia<br><br>Date coverage: 2012-01-01 - 2012-06-01
DOI: 10.25451/flinders.16881949.v1
title: Historical Land Use Maps for the South East of South Australia 1969 and 1983

description: A preliminary historical 1969 land use map was constructed for a large portion of the South East of South Australia by modifying the existing 2008 digital land use map based on manual interpretation of black and white aerial photographs and interpretation of irrigation bore drilling records. The major land use changes that could be identified between 2008 and the 1969 aerial photos were between native vegetation, general cleared grazing/dryland cropping land uses, plantation forestry, horticulture (mainly vineyards) and to some degree irrigated land uses. Locations of irrigation bores based upon historical bore drilling records were used as a basis for reducing the area under irrigated land uses in the 1969 land use map.<br><br>This preliminary product provides an improved basis for modelling of historical groundwater recharge for use in groundwater flow models. It is likely to have other applications outside the groundwater modelling domain. There are significant limitations in the accuracy of the map, associated with the method of visual interpretation of aerial photos. Further work, using a variety of other data sources could significantly improve this preliminary product.<br><br>An “intermediate” land use map has also been constructed as a placeholder to approximately represent the period 1983-1990. This map is based upon the 1969 land use map, with the only additions being the areas affected by the 1983 bushfires (classified as “Burnt Out” and areas affected by vineyard expansion in the late 1970s and early 1980s.<br>Both of the preliminary land use maps constructed in this study are considered to be more useful in modelling of rainfall recharge to groundwater for the region than using an existing electronic land use map, e.g. 1998. However, refinement of these products using aerial photos and extraction bore drilling records (for the 1983 map) and anecdotal or documented evidence and information from the forestry and viticulture industries would be of great benefit to future applications, including recharge modelling.<br><br>This study was supported by The Goyder Institute for Water Research.<br><br>Date coverage: 1969 - 1983<br>Location:<br>- South East of South Australia<br>- GDA94 MGA Zone 54 E377,300 m, N5,770,000 m in the south-west and E565,300 m, N5,994,000 m in the north-east.
DOI: 10.25451/flinders.16881949
title: Historical Land Use Maps for the South East of South Australia 1969 and 1983

description: A preliminary historical 1969 land use map was constructed for a large portion of the South East of South Australia by modifying the existing 2008 digital land use map based on manual interpretation of black and white aerial photographs and interpretation of irrigation bore drilling records. The major land use changes that could be identified between 2008 and the 1969 aerial photos were between native vegetation, general cleared grazing/dryland cropping land uses, plantation forestry, horticulture (mainly vineyards) and to some degree irrigated land uses. Locations of irrigation bores based upon historical bore drilling records were used as a basis for reducing the area under irrigated land uses in the 1969 land use map.<br><br>This preliminary product provides an improved basis for modelling of historical groundwater recharge for use in groundwater flow models. It is likely to have other applications outside the groundwater modelling domain. There are significant limitations in the accuracy of the map, associated with the method of visual interpretation of aerial photos. Further work, using a variety of other data sources could significantly improve this preliminary product.<br><br>An “intermediate” land use map has also been constructed as a placeholder to approximately represent the period 1983-1990. This map is based upon the 1969 land use map, with the only additions being the areas affected by the 1983 bushfires (classified as “Burnt Out” and areas affected by vineyard expansion in the late 1970s and early 1980s.<br>Both of the preliminary land use maps constructed in this study are considered to be more useful in modelling of rainfall recharge to groundwater for the region than using an existing electronic land use map, e.g. 1998. However, refinement of these products using aerial photos and extraction bore drilling records (for the 1983 map) and anecdotal or documented evidence and information from the forestry and viticulture industries would be of great benefit to future applications, including recharge modelling.<br><br>This study was supported by The Goyder Institute for Water Research.<br><br>Date coverage: 1969 - 1983<br>Location:<br>- South East of South Australia<br>- GDA94 MGA Zone 54 E377,300 m, N5,770,000 m in the south-west and E565,300 m, N5,994,000 m in the north-east.
DOI: 10.25451/flinders.16881952
title: Don Dunstan Oral History Project Transcripts

description: The Collection consists of transcripts of interviews with contemporaries of Don Dunstan, edited and approved for unconditional release by the interviewee, as well as index entries for transcripts edited by the interviewee which are available only under certain conditions.<br><br>Date coverage: 1967 - 1979<br>Location: South Australia, Australia
DOI: 10.25451/flinders.16881952.v1
title: Don Dunstan Oral History Project Transcripts

description: The Collection consists of transcripts of interviews with contemporaries of Don Dunstan, edited and approved for unconditional release by the interviewee, as well as index entries for transcripts edited by the interviewee which are available only under certain conditions.<br><br>Date coverage: 1967 - 1979<br>Location: South Australia, Australia
DOI: 10.5517/ccdc.csd.cc288kz3
title: CCDC 2093615: Experimental Crystal Structure Determination

description: Related Article: Tianyu Huang, Qi Wang, Shu Xiao, Dongdong Zhang, Yuewei Zhang, Chen Yin, Dezhi Yang, Dongge Ma, Zhaohui Wang, Lian Duan|2021|Angew.Chem.,Int.Ed.|60|23771|doi:10.1002/anie.202109041
DOI: 10.5517/ccdc.csd.cc288l05
title: CCDC 2093616: Experimental Crystal Structure Determination

description: Related Article: Tianyu Huang, Qi Wang, Shu Xiao, Dongdong Zhang, Yuewei Zhang, Chen Yin, Dezhi Yang, Dongge Ma, Zhaohui Wang, Lian Duan|2021|Angew.Chem.,Int.Ed.|60|23771|doi:10.1002/anie.202109041
DOI: 10.6084/m9.figshare.16823437
title: Interview Data

description: Interview data
DOI: 10.6084/m9.figshare.16823437.v3
title: Data & Analysis

description: Interview data
DOI: 10.5519/qd.5herwl6z
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (68 records)
DOI: 10.6084/m9.figshare.15286353
title: CoST: An annotated Data Collection for Complex Search

description: CoST is a novel richly annotated dataset for evaluating complex search tasks, collaboratively designed by researchers from the computer science and cognitive psychology domains, and intended to answer a wide range of research questions dealing with task-based search. CoST includes 5667 queries recorded in 630 task-based sessions that result from a user study involving 70 french native participants who are expert in one among 3 different domains of expertise (computer science, medicine, psychology). Each participant completed 15 tasks with 5 different types of cognitive complexity (fact-finding, exploratory learning, decisionmaking, problem-solving, multicriteria-inferential). In addition to search data (e.g., queries and clicks), CoST provides task and sessionrelated data, task annotations and query annotations. We illustrate possible usages of CoST through the evaluation of query classification models and the understanding of the effect of task complexity and domain on user’s search behavior.<br>If you use this dataset, please cite:<br>@inproceedings{10.1145/3459637.3481998,author = {Dosso, Cheyenne and Moreno, Jose G. and Chevalier, Aline and Tamine, Lynda},title = {CoST: An Annotated Data Collection for Complex Search},year = {2021},isbn = {9781450384469},publisher = {Association for Computing Machinery},address = {New York, NY, USA},url = {https://doi.org/10.1145/3459637.3481998},doi = {10.1145/3459637.3481998},booktitle = {Proceedings of the 30th ACM International Conference on Information & Knowledge Management},pages = {4455–4464},numpages = {10},keywords = {complex search task, user study, evaluation, expertise},location = {Virtual Event, Queensland, Australia},series = {CIKM '21}}<br>
DOI: 10.6084/m9.figshare.15286353.v1
title: CoST: An annotated Data Collection for Complex Search

description: CoST is a novel richly annotated dataset for evaluating complex search tasks, collaboratively designed by researchers from the computer science and cognitive psychology domains, and intended to answer a wide range of research questions dealing with task-based search. CoST includes 5667 queries recorded in 630 task-based sessions that result from a user study involving 70 french native participants who are expert in one among 3 different domains of expertise (computer science, medicine, psychology). Each participant completed 15 tasks with 5 different types of cognitive complexity (fact-finding, exploratory learning, decisionmaking, problem-solving, multicriteria-inferential). In addition to search data (e.g., queries and clicks), CoST provides task and sessionrelated data, task annotations and query annotations. We illustrate possible usages of CoST through the evaluation of query classification models and the understanding of the effect of task complexity and domain on user’s search behavior.
DOI: 10.15151/esrf-es-541412598
title: PROTEINS RELATED TO PATHOGENESIS OF DISEASES, VIRAL PROTEINS, CELL DIVISION, SIGNALLING AND CHROMATIN PROCESSES

description: Our BAG is composed of seven PIs at six different institutions in Italy and Austria. We focus on different protein targets and address diverse biological contexts by combining structural biology with biochemistry, biophysics, cellular and in vivo investigations.
DOI: 10.15151/esrf-es-606148868
title: Multiscale characterization Ti-10.83Mo synchrotron X-ray tomography and coherence measurements using gratings.

description: Metastable bcc β phase titanium–molybdenum (Ti–Mo) binary alloys provide attractive mechanical properties compared with other titanium alloys. However, multiple phases formed on quenching from high temperatures in these alloys can be attributed to the competing structural and compositional instabilities. Specifically, the precipitation of the omega (ω), alpha prime (α’) and alpha prime-prime (α’’) phases in the Ti-Mo metastable beta (β) alloys, even in small volumes, can have detrimental effects on the mechanical properties of the alloys. For that reason, understanding of the sizes, morphology, and the spatial distribution of these phases is imperative in designing next generation Ti–Mo based alloys.Therefore, the aims of the proposed study the three dimensional (3D) microstructure (sizes, 3D morphology and distribution of phases).
DOI: 10.15151/esrf-es-542510868
title: High-pressure-high-temperature phase diagram of anorthite

description: Feldspars are rock-forming minerals that are abundant in various geological environments. Recently we have discovered new high-pressure polymorphs of anorthite (An), albite, microcline at pressures above 10 GPa that feature Al and Si in increased five- and six-fold coordination. Our preliminary ex situ multi anvil experiments have shown that new polymorph An can persist at greater depths than previously thought along colder than average mantle geotherms. Herein we propose to re-visit the HT-HP phase diagram of An to define the stability field of the new polymorph and to investigate its decomposition reactions. The results will be provide mineral physics contain on behaviour of one of the major component of cold and ultra-cold subducting slabs and their seismic activity.