cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/85gstv9bks.1
title: Responses

description: These are qualitative interview transcripts of Girish, Jibran, Ashish, Rajat and Tejas, who went through their mandatory one-year coursework at Jagran Lakecity University, Bhopal, MP, India.
DOI: 10.17632/9gggmyhhss.1
title: PFSSA Ver 2

description: The Psychological Food Safety and Sovereignty Analysis (PFSSA) dataset is a comprehensive collection of data and analysis pertaining to individuals' perceptions of food safety, sovereignty, and support in obtaining chemical-free and pesticide-free food from nearby sources such as shopping centers, farms, urban gardens, and neighbors. This dataset aims to provide insights into individuals' beliefs, attitudes, and behaviors related to the safety and quality of food available in their local environment.

The PFSSA dataset consists of the following items:

Questionnaire Design: This component of the dataset includes the design and structure of the questionnaire used to collect information for the PFSSA analysis. The questionnaire is carefully crafted to capture various aspects related to food safety, sovereignty, and access to chemical-free and pesticide-free food. It comprises 14 sections of questions covering different dimensions of individuals' perceptions and behaviors.

Responses (CSV file): This part of the dataset contains the responses collected from participants based on the questionnaire mentioned above. The responses are stored in a CSV (Comma-Separated Values) file format, ensuring easy accessibility and compatibility with various data analysis tools and software.

Analysis of the Collected Data: The dataset includes an analysis of the collected data, presenting insights, patterns, and trends derived from the responses. The analysis encompasses statistical measures, data visualization, and interpretation of the findings. It sheds light on the relationships between individuals' beliefs, attitudes, and behaviors related to food safety and sovereignty.

By making the PFSSA dataset publicly available, researchers interested in the field of food safety, sovereignty, and related psychological analysis can access and utilize this dataset to reproduce the research work, validate findings, and conduct further investigations. The dataset fosters transparency and reproducibility, enabling future researchers to build upon the existing knowledge and contribute to advancements in the understanding of individuals' perceptions and behaviors concerning chemical-free and pesticide-free food.

Please note that proper attribution and citation of the dataset should be provided to ensure the acknowledgment of the original researchers and their contributions to the field.'
DOI: 10.17632/w22v6s57zm.1
title: Incorporating health and wellbeing into adaptation planning for flood risk: Stakeholder perceptions of dominant structures and norms

description: The constraints to framing of adaptation actions as health and well-being enhancing are hypothesised to be related to dominant institutional structures in flood risk management, and norms in what constitutes legitimate evaluative criteria.  Here we generate insights into these constraints through interrogating the perceptions of flood risk professionals on the usefulness of framing adaptation through health and well-being outcomes. The data come from interviews with stakeholders (n=33) spanning varied roles (i.e. flood and adaptation risk management, n=19; public health, n=9; and community representatives, n=5) to explore and interpret the challenges of incorporating health and wellbeing for those working on the front-line implementing different adaptation processes in diverse global contexts (UK, n=12; Ireland, n=8; and Ghana, n=13). Across these contexts, we find evidence for key challenges to integrating and operationalising health and wellbeing in flood adaptation planning and practice related to the institutional structures and everyday routines that shape it. We conclude that, in order to integrate health and wellbeing into adaptation planning and assessment, changes are required to the conventions of cost effectiveness assessment and the institutional scope for novel forms of collaboration.
DOI: 10.17632/wyrj93k3jt.1
title: Data for CellProtocols Refaeli et al 2023

description: Further information for using the pipe line described in the Refaeli et al protocol for analyzing engram stability and long-range connectivity
DOI: 10.17632/hhy3gv8pgz.1
title: Graphene Fracture Toughness

description: In-Situ Fracture Toughness Data
DOI: 10.17632/2z8pzzs8m3.1
title: The benefits of exercise are maturity status specific and differential for bone mass and bone size: a 9-month study of children tennis players according to their pubertal stage and somatic growth

description: BMC and BA growth for upper arm in junior tennis players during developmental age (7 - 14 years).
DOI: 10.17632/nbpwxptsc7.1
title: sentiment analysis based on RoBERTa pre-trained linguistic model

description: This research presents a new pre-trained RoBERTa model based on a convolutional neural network. It belongs to the family of transformer methods that use "attention" mechanisms. It improves the feature engineering by using a series of decoders and encoders.
DOI: 10.17632/dkxy4gt4hn.1
title: Validation of the UPSIT for residents of central Russia

description: Standard olfactory tests are needed to quantify human olfactory function for clinical and research purposes. Tests that rely on odor identification abilities often require cross-cultural adaptation. In this study, we aimed to determine the applicability of the University of Pennsylvania Smell Identification Test (UPSIT®) in a culturally distinct population. We used a commercially available North American version of the test to assess olfactory function in residents of central Russia. The participants (n=252) were between 18 and 87 years of age with no apparent health problems. The test was administered using our original translation of the answer options into Russian. We also introduced additional surveys aimed to determine familiarity of test subjects with UPSIT items and their ratings of the intensity. This dataset supports our findings reported in the research articles: DOI 10.1134/s1062359018050175 and  DOI 10.1007/978-3-030-17616-7_12.
DOI: 10.17632/pfc75tmkcj.1
title: Old-growth forest stability

description: Dataset of old-growth forest stability and predictors used for the analysis in the paper "Biodiversity and carbon conservation under the ecosystem stability of tropical forests".
DOI: 10.17632/3sxzh464tj.1
title: Skin of Color Representation in Dermoscopy Studies Distinguishing Benign from Malignant Skin Lesions: A Scoping Review

description: Supplementary Text 1 and Supplementary Figure 1
DOI: 10.17632/3sxzh464tj.2
title: Skin of Color Representation in Dermoscopy Studies Distinguishing Benign from Malignant Skin Lesions: A Scoping Review

description: Supplementary Text 1
DOI: 10.17632/xm74h8f4rt.1
title: Effective PD-1 monoclonal antibody therapy despite low PD-L1 expression in hidradenocarcinoma: a retrospective review

description: The medical record of 83 patients diagnosed with hidradenocarcinoma from January 2012 to March 2022.The clinical data were collected from 3 centers.
DOI: 10.17632/mj856n6m9c.1
title: A88-paper_II_PCs_Nakashima

description: Source data of Figs. 1, 2, 5, 7, 8, 9, 10, 11, A2, and A3 in "Oxygen isotope study of the Asuka-881020 CH chondrite II: Porphyritic chondrules" by Nakashima et al. 2023 submitted to GCA. Source data of oxygen isotope plots in Fig. A1 are available in the Supplementary Table A4.
DOI: 10.17632/z5ygpzcrwc.1
title: Six Mathematica notebooks containing solutions for the response of aquifers to periodic forcing

description: This dataset contains six Mathematica notebooks (.nb files, Version 13.3.0) and six printouts of those notebooks (.pdf files) corresponding to Examples 1 to 6 in a paper published by Townley (1995). 

An early version of Mathematica was used during preparation of the original paper. In 2021, starting with a set of old .ma files, the six solutions were redeveloped, verified and extended. No errors were found in the mathematical solutions presented by Townley (1995), apart from a missing subscript. However, more than a dozen errors were found in Figures in the original paper, including one due to an error coding a function that was evaluated and plotted, incorrect axis labels, incorrect labels on curves and incorrect Figure captions. 

A decision was made to prepare an Addendum to the original paper. The author is grateful to the Editor of Advances in Water Resources (AWR), Prof. Graham Sander, for agreeing to publish an Addendum 28.5 years after initial publication (Townley, 2023a). His decision was based partly on the fact that when old issues of AWR were scanned and made available online, a number of 3D graphics became black, so that readers of the paper online have for many years been unable to see and visualise the original results. High quality 3D graphics are now available using the Mathematica notebooks provided here, in this dataset (Townley, 2023b).

References:
Townley, L.R. (1995), The response of aquifers to periodic forcing, Advances in Water Resources, 18(3), 125-146. https://doi.org/10.1016/0309-1708(95)00008-7
Townley, L.R. (2023a), Addendum to: “The response of aquifers to periodic forcing”, 18(3), 125-146, 1995, Advances in Water Resources, Volume 179, September, Article 104518. https://doi.org/10.1016/j.advwatres.2023.104518
Townley, L.R. (2023b), Six Mathematica notebooks containing solutions for the response of aquifers to periodic forcing, Mendeley Data, V1, doi: 10.17632/z5ygpzcrwc.1

Export of graphics for publication:
The Mathematica notebooks display graphics inside the notebooks. In order to prepare graphics for the new Addendum, plots were exported directly to .svg files (not acceptable for publication at this time), .eps files and .tif files (at 1000 dpi). The Background was set to "None", axes and frames were set to black using Directive[Black], and some labels were deleted. To help others who use Mathematica to produce high quality graphics for publication in future, this dataset also includes HowToExportGraphicsFiles.txt, which shows how to export two graphics files for Example 3.
DOI: 10.17632/dx4wyh3mw7.1
title: Número de créditos desembolsados Fondo MiVivienda

description: El Ministerio de Vivienda, Construcción y Saneamiento del Perú promueve el Programa Fondo MiVivienda, el cual contempla dos modalidades de adquisición de vivienda social: Techo Propio y Nuevo Crédito MiVivienda. Este documento data set tiene como objetivo analizar la cantidad de créditos otorgados por el Fondo MiVivienda para las modalidades antes mencionadas, desde el año 2009 hasta el año 2022.
Mediante el uso de la estadística se obtuvieron los porcentajes de variación de dichos créditos otorgados a lo largo del lapso de tiempo propuesto; lo cual permitió identificar las variaciones, donde se evidencia que los créditos otorgados a la modalidad Techo Propio fueron disminuyendo fuertemente desde el 2012 y a partir de dicho año se observan fluctuaciones influenciadas por el contexto. Por el contrario, se muestra el incremento de la modalidad Nuevo Crédito MiVivienda, a pesar de afectaciones ocasionadas por diversos factores, en algunos períodos. Cabe señalar que en el año 2020 el Fondo MiVivienda mejoró el monto de los bonos otorgados; sin embargo, a pesar de ello, se observa que hubo la mayor contracción en el número de desembolsos otorgados, esto asociado al impacto e incertidumbre ocasionado por la pandemia del COVID-19. Adicionalmente se presenta la participación porcentual sobre el número de créditos desembolsados, mostrando una clara disminución de la participación del programa Techo Propio, en comparación con el incremento registrado de Nuevo Crédito MiVivienda.
Este informe permite: 
-	Entender las variaciones dadas en las modalidades de productos del Fondo MiVivienda.
-	Ofrece datos que evidencian la problemática de la modalidad Techo Propio, que genera escaso interés por parte de los promotores de vivienda social al ser bajo en su rentabilidad y todo esto tiene su causa en el exceso de costo de la tierra en Perú, una situación generalizada en América Latina.
-	Aporta información relevante respecto al comportamiento del número de créditos desembolsados, lo que permite un análisis de los datos para el desarrollo de políticas en beneficio de los programas de vivienda social en el Perú.
DOI: 10.17632/52h3d44n85.1
title: Ina-SASet: dataset for developing Indonesian sentiment lexicon for extracting consumer reference based on fine grained sentiment analysis technique

description: Consumer preference desribe how consumer defines the suitable product to be obtained for their necessity. Extracting consumer preference enable us to depict the acceptance of consumer toward a specific commercial product. In term of the potential consumer, revealing consumer preference would assist them to select the the product of interest as recommended by the previous consumer. Likewise, consumer preference is also important for companies to advance both the product design and the quality improvement lining with consumer interest. Mainly, consumer preference is determined based on pencil survey by interviewing respondents to respond distinct description of products along with their level of attribute. It accounts the construct that any product can be represented in terms of its feature or characteristics that has any different level could be taken. The technique is, however, considered to be consuming, human intensive and costly. The collection of this dataset is part of an attempt to model consumer preference automatically by using dataset from online platform by employing fine grained lexicon-based sentiment analysis method. Ina-SASet is, hence, an initial dataset for developing Indonesian sentiment lexicon for extracting consumer preference based on fine grained sentiment analysis technique. The dataset contains raw data (Tweets) and pre-processed data involving: tokenizing, stop word removal and stemming.
DOI: 10.17632/7cjpcbxx4s.1
title: substance flow data of Chinese Phosphorus cycle from 1949 to 2018

description: The Substance Flow Data of Chinese P Cycle from 1949 to 2018 presents an annual data of 825 P flows transferring between natural and anthropogenic processes. The data were calculated based on the mass balance principle method —— substance flow analysis, with the unit of kt P/yr. The primary data are also included in the database. Measures of uncertainty of all are shown in the auxiliary dataset. With the data, the role of P in the resilient water–energy–food security nexus can be analyzed, the extended subsequent methods can also be applied.
DOI: 10.17632/bpjd9mkykt.1
title: Raman spectra of two fritillariae bulbus (FB) species

description: File list:
754a_C2S_Beimu.txt - Raman spectra dataset of two fritillariae bulbus (FB) species
754a_C2S_Beimu desc.txt - dataset metadata
code_202306.html - Python code and result of structured feature selection on the dataset
DOI: 10.17632/cwpmns6jyy.1
title: Research Data for RMM

description: This is the model results for manuscript Apparent Isotope Effects of Reversible Enzymatic Reactions
DOI: 10.17632/cwpmns6jyy.2
title: Research Data for Apparent Isotope Effects of Reversible Enzymatic Reactions

description: This is the model results for manuscript Apparent Isotope Effects of Reversible Enzymatic Reactions
DOI: 10.5281/zenodo.7984971
title: Large scale seabird community stucture along oceanographic gradients in the Scotia Sea and northern Antarctic Peninsula

description: Dataset and associated code for publication submitted to Frontiers in Marine Science. The data represent strip transect data collection efforts of seabirds aboard 2 tourist ships during the 2019-2020 Antarctic summer season throughout the Scotia Sea and Antarctic Peninsula. Data were analysed using R.
DOI: 10.5281/zenodo.7984972
title: Large scale seabird community stucture along oceanographic gradients in the Scotia Sea and northern Antarctic Peninsula

description: Dataset and associated code for publication submitted to Frontiers in Marine Science. The data represent distance sampling data collection efforts of flying seabirds aboard 2 tourist ships during the 2019-2020 Antarctic summer season throughout the Scotia Sea and Antarctic Peninsula. Data were analysed using R.
DOI: 10.5281/zenodo.8313941
title: Large scale seabird community stucture along oceanographic gradients in the Scotia Sea and northern Antarctic Peninsula

description: Dataset and associated code for publication submitted to Frontiers in Marine Science. The data represent strip transect data collection efforts of seabirds aboard 2 tourist ships during the 2019-2020 Antarctic summer season throughout the Scotia Sea and Antarctic Peninsula. Data were analysed using R.
DOI: 10.6084/m9.figshare.24080496
title: Appendix 18

description: Metadata and accession numbers for isolates used in this study, including RefSeq genomes(
DOI: 10.6084/m9.figshare.24080496.v1
title: Appendix 18

description: Metadata and accession numbers for isolates used in this study, including RefSeq genomes(
DOI: 10.25442/hku.24041469
title: Supporting data for <i>“TP53 is required for trophoblast lineage development from human expanded potential stem cells”</i>

description: This dataset covers the major findings of the investigation of p53 functions in human trophoblast development. In this dataset, it is presented that heterogenous expression of p53 in human expanded stem cells (EPSCs) is associated with cell cycle state and trophoblast differentiation potential. By generating p53-null human EPSCs, it was demonstrated that p53 deficiency compromised trophoblast differentiation and impaired trophoblast functions including the ability to secret pregnancy-associated hormone and the ability to implant. Transcriptomic analysis suggested hyperactivation of ERK/MAPK signaling upon loss of p53, and inhibition of ERK proteins restored the trophoblast differentiation potential from p53-null human EPSCs. Furthermore, in the established human trophoblast stem cells (TSCs), loss of p53 altered global chromatin accessibility, regions of which were enriched for motifs for trophoblast master regulators. As a consequence, p53-null human TSCs exhibited compromised differentiation potential into trophoblast sub-lineages. More importantly, <i>in vivo</i> mouse early pre-implantation embryonic model further underscored the importance of p53 in trophectoderm lineage development. The study present here has uncovered a novel role of p53 in human trophoblast development and carries novel insights for clinical applications.
DOI: 10.25442/hku.24041469.v1
title: Supporting data for <i>“TP53 is required for trophoblast lineage development from human expanded potential stem cells”</i>

description: This dataset covers the major findings of the investigation of p53 functions in human trophoblast development. In this dataset, it is presented that heterogenous expression of p53 in human expanded stem cells (EPSCs) is associated with cell cycle state and trophoblast differentiation potential. By generating p53-null human EPSCs, it was demonstrated that p53 deficiency compromised trophoblast differentiation and impaired trophoblast functions including the ability to secret pregnancy-associated hormone and the ability to implant. Transcriptomic analysis suggested hyperactivation of ERK/MAPK signaling upon loss of p53, and inhibition of ERK proteins restored the trophoblast differentiation potential from p53-null human EPSCs. Furthermore, in the established human trophoblast stem cells (TSCs), loss of p53 altered global chromatin accessibility, regions of which were enriched for motifs for trophoblast master regulators. As a consequence, p53-null human TSCs exhibited compromised differentiation potential into trophoblast sub-lineages. More importantly, <i>in vivo</i> mouse early pre-implantation embryonic model further underscored the importance of p53 in trophectoderm lineage development. The study present here has uncovered a novel role of p53 in human trophoblast development and carries novel insights for clinical applications.
DOI: 10.5281/zenodo.8147671
title: RAM-SCB ROPE Data and Code

description: This repository contains the machine learning datasets and programs used in development of the RAM-SCB ROPE.
DOI: 10.5281/zenodo.8147672
title: RAM-SCB ROPE Data and Code

description: This repository contains the machine learning datasets and programs used in development of the RAM-SCB ROPE.
DOI: 10.5281/zenodo.8313923
title: RAM-SCB ROPE Data and Code

description: This repository contains the machine learning datasets and programs used in development of the RAM-SCB ROPE.
DOI: 10.5281/zenodo.8313973
title: RAM-SCB ROPE Data and Code

description: This repository contains the machine learning datasets and programs used in development of the RAM-SCB ROPE.
DOI: 10.14469/hpc/13158
title: Swern oxidation, TS1 endo, B3LYP+GD3+BJ/Def2-TZVPP, SCRF=cpcm/chloroform, =&gt; 3HCCl3 explicit solvents, G = -5081.843005

description: Gaussian 16 (C01) calculation
DOI: 10.3886/e113956v1-141244
title: Replication data for: Why Are There Still So Many Jobs? The History and Future of Workplace Automation

description: In this essay, I begin by identifying the reasons that automation has not wiped out a majority of jobs over the decades and centuries. Automation does indeed substitute for labor—as it is typically intended to do. However, automation also complements labor, raises output in ways that leads to higher demand for labor, and interacts with adjustments in labor supply. Journalists and even expert commentators tend to overstate the extent of machine substitution for human labor and ignore the strong complementarities between automation and labor that increase productivity, raise earnings, and augment demand for labor. Changes in technology do alter the types of jobs available and what those jobs pay. In the last few decades, one noticeable change has been a "polarization" of the labor market, in which wage gains went disproportionately to those at the top and at the bottom of the income and skill distribution, not to those in the middle; however, I also argue, this polarization is unlikely to continue very far into future. The final section of this paper reflects on how recent and future advances in artificial intelligence and robotics should shape our thinking about the likely trajectory of occupational change and employment growth. I argue that the interplay between machine and human comparative advantage allows computers to substitute for workers in performing routine, codifiable tasks while amplifying the comparative advantage of workers in supplying problem-solving skills, adaptability, and creativity.
DOI: 10.6084/m9.figshare.24038925.v3
title: Article Raw Data and Supplementary Files

description: Raw data for the results in the article, including 16s rRNA sequences, strain full gene sequences.
DOI: 10.6084/m9.figshare.24038925
title: Raw data for the results in the article

description: Raw data for the results in the article, including 16s rRNA sequences, complete gene sequences of the strains and colony structure sequencing results.
DOI: 10.6084/m9.figshare.24038925.v5
title: Raw data for the results in the article

description: Raw data for the results in the article, including 16s rRNA sequences, complete gene sequences of the strains and colony structure sequencing results.
DOI: 10.6084/m9.figshare.24038925.v4
title: 文章原始数据和补充文件

description: 文章中结果的原始数据，包括16s rRNA序列，菌株完整的基因序列。
DOI: 10.5281/zenodo.8313532
title: Water-related vertical displacements for all GNET stations studied

description: Water-related vertical displacements for all GNET stations studied. Vertical displacement time-series from the proposed analytic model, based on calibrated buffered water storage estimates.