cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5541281
title: FarFish FFDB Biological fisheries data

description: Maturity, growth, mortality stored in the FarFish FFDB
description: {"references": ["Jamie Lentin, Margarita Rinc\u00f3n Hidalgo, Javier Ruiz. 2020. FFDB web content ingest & model processing tool. https://github.com/farfish/ffdb", "Tom Carruthers, Quang Huynh and Adrian Hordyk (2021). DLMtool: Data-Limited Methods Toolkit. R package version 6.0.3. https://CRAN.R-project.org/package=DLMtool", "Collette, B.B. and C.E. Nauen, 1983. FAO Species Catalogue. Vol. 2. Scombrids of the world. An annotated and illustrated catalogue of tunas, mackerels, bonitos and related species known to date. Rome: FAO. FAO Fish. Synop. 125(2):137 p. (Ref. 168)", "Collette, B.B. and C.R. Aadland, 1996. Revision of the frigate tunas (Scombridae, Auxis), with descriptions of two new subspecies from the eastern Pacific. Fish. Bull. 94(3):423-441. (Ref. 32349)", "Palko, B.J., G.L. Beardsley and W.J. Richards, 1982. Synopsis of the biological data on dolphin-fishes, Coryphaena hippurus Linnaeus and Coryphaena equiselis Linnaeus. FAO Fish. Synop. (130); NOAA Tech. Rep. NMFS Circ. (443). (Ref. 26)"]}
DOI: 10.5281/zenodo.5541279
title: FarFish FFDB Historical Fisheries data

description: Catches/survey time series stored in the FarFish FFDB
description: {"references": ["Jamie Lentin, Margarita Rinc\u00f3n Hidalgo, Javier Ruiz. 2020. FFDB web content ingest & model processing tool. https://github.com/farfish/ffdb", "Tom Carruthers, Quang Huynh and Adrian Hordyk (2021). DLMtool: Data-Limited Methods Toolkit. R package version 6.0.3. https://CRAN.R-project.org/package=DLMtool", "Collette, B.B. and C.E. Nauen, 1983. FAO Species Catalogue. Vol. 2. Scombrids of the world. An annotated and illustrated catalogue of tunas, mackerels, bonitos and related species known to date. Rome: FAO. FAO Fish. Synop. 125(2):137 p. (Ref. 168)", "Collette, B.B. and C.R. Aadland, 1996. Revision of the frigate tunas (Scombridae, Auxis), with descriptions of two new subspecies from the eastern Pacific. Fish. Bull. 94(3):423-441. (Ref. 32349)", "Palko, B.J., G.L. Beardsley and W.J. Richards, 1982. Synopsis of the biological data on dolphin-fishes, Coryphaena hippurus Linnaeus and Coryphaena equiselis Linnaeus. FAO Fish. Synop. (130); NOAA Tech. Rep. NMFS Circ. (443). (Ref. 26)"]}
DOI: 10.5281/zenodo.5541289
title: FarFish FFDB Decision Support and visualisation tools outputs

description: Decision Support and visualisation tools outputs as generated by the FarFish FFDB DLMTool
description: {"references": ["Jamie Lentin, Margarita Rinc\u00f3n Hidalgo, Javier Ruiz. 2020. FFDB web content ingest & model processing tool. https://github.com/farfish/ffdb", "Tom Carruthers, Quang Huynh and Adrian Hordyk (2021). DLMtool: Data-Limited Methods Toolkit. R package version 6.0.3. https://CRAN.R-project.org/package=DLMtool", "Collette, B.B. and C.E. Nauen, 1983. FAO Species Catalogue. Vol. 2. Scombrids of the world. An annotated and illustrated catalogue of tunas, mackerels, bonitos and related species known to date. Rome: FAO. FAO Fish. Synop. 125(2):137 p. (Ref. 168)", "Collette, B.B. and C.R. Aadland, 1996. Revision of the frigate tunas (Scombridae, Auxis), with descriptions of two new subspecies from the eastern Pacific. Fish. Bull. 94(3):423-441. (Ref. 32349)", "Palko, B.J., G.L. Beardsley and W.J. Richards, 1982. Synopsis of the biological data on dolphin-fishes, Coryphaena hippurus Linnaeus and Coryphaena equiselis Linnaeus. FAO Fish. Synop. (130); NOAA Tech. Rep. NMFS Circ. (443). (Ref. 26)"]}
DOI: 10.5281/zenodo.5541278
title: FarFish FFDB Historical Fisheries data

description: Catches/survey time series stored in the FarFish FFDB
description: {"references": ["Jamie Lentin, Margarita Rinc\u00f3n Hidalgo, Javier Ruiz. 2020. FFDB web content ingest & model processing tool. https://github.com/farfish/ffdb", "Tom Carruthers, Quang Huynh and Adrian Hordyk (2021). DLMtool: Data-Limited Methods Toolkit. R package version 6.0.3. https://CRAN.R-project.org/package=DLMtool", "Collette, B.B. and C.E. Nauen, 1983. FAO Species Catalogue. Vol. 2. Scombrids of the world. An annotated and illustrated catalogue of tunas, mackerels, bonitos and related species known to date. Rome: FAO. FAO Fish. Synop. 125(2):137 p. (Ref. 168)", "Collette, B.B. and C.R. Aadland, 1996. Revision of the frigate tunas (Scombridae, Auxis), with descriptions of two new subspecies from the eastern Pacific. Fish. Bull. 94(3):423-441. (Ref. 32349)", "Palko, B.J., G.L. Beardsley and W.J. Richards, 1982. Synopsis of the biological data on dolphin-fishes, Coryphaena hippurus Linnaeus and Coryphaena equiselis Linnaeus. FAO Fish. Synop. (130); NOAA Tech. Rep. NMFS Circ. (443). (Ref. 26)"]}
DOI: 10.5281/zenodo.5541269
title: Farfish FFDB Model outputs and indicators

description: Data summary, estimates and projections stored in the FarFish FFDB
description: {"references": ["Jamie Lentin, Margarita Rinc\u00f3n Hidalgo, Javier Ruiz. 2020. FFDB web content ingest & model processing tool. https://github.com/farfish/ffdb", "Tom Carruthers, Quang Huynh and Adrian Hordyk (2021). DLMtool: Data-Limited Methods Toolkit. R package version 6.0.3. https://CRAN.R-project.org/package=DLMtool", "Collette, B.B. and C.E. Nauen, 1983. FAO Species Catalogue. Vol. 2. Scombrids of the world. An annotated and illustrated catalogue of tunas, mackerels, bonitos and related species known to date. Rome: FAO. FAO Fish. Synop. 125(2):137 p. (Ref. 168)", "Collette, B.B. and C.R. Aadland, 1996. Revision of the frigate tunas (Scombridae, Auxis), with descriptions of two new subspecies from the eastern Pacific. Fish. Bull. 94(3):423-441. (Ref. 32349)", "Palko, B.J., G.L. Beardsley and W.J. Richards, 1982. Synopsis of the biological data on dolphin-fishes, Coryphaena hippurus Linnaeus and Coryphaena equiselis Linnaeus. FAO Fish. Synop. (130); NOAA Tech. Rep. NMFS Circ. (443). (Ref. 26)"]}
DOI: 10.5281/zenodo.5541280
title: FarFish FFDB Biological fisheries data

description: Maturity, growth, mortality stored in the FarFish FFDB
description: {"references": ["Jamie Lentin, Margarita Rinc\u00f3n Hidalgo, Javier Ruiz. 2020. FFDB web content ingest & model processing tool. https://github.com/farfish/ffdb", "Tom Carruthers, Quang Huynh and Adrian Hordyk (2021). DLMtool: Data-Limited Methods Toolkit. R package version 6.0.3. https://CRAN.R-project.org/package=DLMtool", "Collette, B.B. and C.E. Nauen, 1983. FAO Species Catalogue. Vol. 2. Scombrids of the world. An annotated and illustrated catalogue of tunas, mackerels, bonitos and related species known to date. Rome: FAO. FAO Fish. Synop. 125(2):137 p. (Ref. 168)", "Collette, B.B. and C.R. Aadland, 1996. Revision of the frigate tunas (Scombridae, Auxis), with descriptions of two new subspecies from the eastern Pacific. Fish. Bull. 94(3):423-441. (Ref. 32349)", "Palko, B.J., G.L. Beardsley and W.J. Richards, 1982. Synopsis of the biological data on dolphin-fishes, Coryphaena hippurus Linnaeus and Coryphaena equiselis Linnaeus. FAO Fish. Synop. (130); NOAA Tech. Rep. NMFS Circ. (443). (Ref. 26)"]}
DOI: 10.5281/zenodo.5541268
title: Farfish FFDB Model outputs and indicators

description: Data summary, estimates and projections stored in the FarFish FFDB
description: {"references": ["Jamie Lentin, Margarita Rinc\u00f3n Hidalgo, Javier Ruiz. 2020. FFDB web content ingest & model processing tool. https://github.com/farfish/ffdb", "Tom Carruthers, Quang Huynh and Adrian Hordyk (2021). DLMtool: Data-Limited Methods Toolkit. R package version 6.0.3. https://CRAN.R-project.org/package=DLMtool", "Collette, B.B. and C.E. Nauen, 1983. FAO Species Catalogue. Vol. 2. Scombrids of the world. An annotated and illustrated catalogue of tunas, mackerels, bonitos and related species known to date. Rome: FAO. FAO Fish. Synop. 125(2):137 p. (Ref. 168)", "Collette, B.B. and C.R. Aadland, 1996. Revision of the frigate tunas (Scombridae, Auxis), with descriptions of two new subspecies from the eastern Pacific. Fish. Bull. 94(3):423-441. (Ref. 32349)", "Palko, B.J., G.L. Beardsley and W.J. Richards, 1982. Synopsis of the biological data on dolphin-fishes, Coryphaena hippurus Linnaeus and Coryphaena equiselis Linnaeus. FAO Fish. Synop. (130); NOAA Tech. Rep. NMFS Circ. (443). (Ref. 26)"]}
DOI: 10.6084/m9.figshare.16722772
title: Lat_data_SPSS_10_1_2021.sav

description: Touch frequency and variability data from live-feed video cameras in 18 countries (digital video cameras in bars - observed 2015). Dyad-level data based on perceived sex. Hour of the day and cultural indulgence included.<br>
DOI: 10.6084/m9.figshare.16722811.v1
title: Global Touch Study Codebook

description: Codebook for global touch study data set.<br>
DOI: 10.6084/m9.figshare.16722811
title: Global Touch Study Codebook

description: Codebook for global touch study data set.<br>
DOI: 10.6084/m9.figshare.16722772.v1
title: Lat_data_SPSS_10_1_2021.sav

description: Touch frequency and variability data from live-feed video cameras in 18 countries (digital video cameras in bars - observed 2015). Dyad-level data based on perceived sex. Hour of the day and cultural indulgence included.<br>
DOI: 10.5281/zenodo.4783456
title: Segmented DAPS (Device and Produced Speech) Dataset

description: This is a modified version of a subset of the Device and Produced Speech (DAPS) dataset. The original dataset can be found here. This dataset contains text-aligned audio of the first script of the "clean" partition of the DAPS dataset for all 20 speakers. Phoneme and word alignments are provided as JSON files. We segment the audio and alignments into single sentences. For each sentence, we additionally provide the raw text in a txt file. Audio is provided as 44.1 kHz WAV files. If you use this work as part of an academic publication, please cite the paper corresponding to the original dataset: Gautham J. Mysore, “Can We Automatically Transform Speech Recorded on Common Consumer Devices in Real-World Environments into Professional Production Quality Speech? - A Dataset, Insights, and Challenges”, in the IEEE Signal Processing Letters, Vol. 22, No. 8, August 2015
DOI: 10.5281/zenodo.4783455
title: Segmented DAPS (Device and Produced Speech) Dataset

description: This is a modified version of a subset of the Device and Produced Speech (DAPS) dataset. The original dataset can be found here. This dataset contains text-aligned audio of the first script of the "clean" partition of the DAPS dataset for all 20 speakers. Phoneme and word alignments are provided as JSON files. We segment the audio and alignments into single sentences. For each sentence, we additionally provide the raw text in a txt file. Audio is provided as 44.1 kHz WAV files. If you use this work as part of an academic publication, please cite the paper corresponding to the original dataset: Gautham J. Mysore, “Can We Automatically Transform Speech Recorded on Common Consumer Devices in Real-World Environments into Professional Production Quality Speech? - A Dataset, Insights, and Challenges”, in the IEEE Signal Processing Letters, Vol. 22, No. 8, August 2015
DOI: 10.6084/m9.figshare.16723054
title: Age News Online Political Expression

description: Cross-national data from the US, UK, and France about online news consumption (4 measures) and online political expression (4 measures) as well as political interest, education, age, and gender.
DOI: 10.6084/m9.figshare.16723054.v1
title: Age News Online Political Expression

description: Cross-national data from the US, UK, and France about online news consumption (4 measures) and online political expression (4 measures) as well as political interest, education, age, and gender.
DOI: 10.5281/zenodo.4783521
title: Enhanced RAVDESS Speech Dataset

description: This is a modified version of the speech audio contained within the Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) dataset. The original dataset can be found here. The unmodified version of just the speech audio used as source material for this dataset can be found here. This dataset performs speech enhancement and bandwidth extension on the original speech using HiFi-GAN. HiFi-GAN produces high-quality speech at 48 kHz that contains significantly less noise and reverb relative to the original recordings. If you use this work as part of an academic publication, please cite the papers corresponding to both the original dataset as well as HiFi-GAN: Livingstone SR, Russo FA (2018) The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English. PLoS ONE 13(5): e0196391. https://doi.org/10.1371/journal.pone.0196391. Su, Jiaqi, Zeyu Jin, and Adam Finkelstein. "HiFi-GAN: High-fidelity denoising and dereverberation based on speech deep features in adversarial networks." <em>Proc. Interspeech</em>. October 2020. Note that there are two recent papers with the name "HiFi-GAN". Please be sure to cite the correct paper as listed here.
DOI: 10.5281/zenodo.4783520
title: Enhanced RAVDESS Speech Dataset

description: This is a modified version of the speech audio contained within the Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) dataset. The original dataset can be found here. The unmodified version of just the speech audio used as source material for this dataset can be found here. This dataset performs speech enhancement and bandwidth extension on the original speech using HiFi-GAN. HiFi-GAN produces high-quality speech at 48 kHz that contains significantly less noise and reverb relative to the original recordings. If you use this work as part of an academic publication, please cite the papers corresponding to both the original dataset as well as HiFi-GAN: Livingstone SR, Russo FA (2018) The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English. PLoS ONE 13(5): e0196391. https://doi.org/10.1371/journal.pone.0196391. Su, Jiaqi, Zeyu Jin, and Adam Finkelstein. "HiFi-GAN: High-fidelity denoising and dereverberation based on speech deep features in adversarial networks." <em>Proc. Interspeech</em>. October 2020. Note that there are two recent papers with the name "HiFi-GAN". Please be sure to cite the correct paper as listed here.
DOI: 10.6073/pasta/c1fa7ce97c43c6bb9d1890b75a8e5562
title: Rainfall at El Verde Field Station, Rio Grande, Puerto Rico since 1975

description: Rainfall has been measured at the El Verde Field Station since 1964. McDowell and Estrada-Pinto, 1988 presents a description of the collection procedures, raw data from 1964 to 1986, and some summary statistics for this period of record. Precipitation for this period showed some seasonality in monthly means, with a peak in May. Monthly averages for the period of 1975 to current chart can be found at this site. The highest values for the monthly averages for the period of 1975 to 2000 are from August to December with a low in October and November the highest. In this period the highest amount of total annual rainfall was in 1998 with 5293.61 mm and the minimum in 1994 with 1402.87 mm.
DOI: 10.5066/p9b7yb9o
title: Array-based Surface-wave Active- or Passive-source Recordings at 10 Seismic Station Sites in California

description: The dataset is consisted of travel-time records (SWM_DATA.zip) in SEG2 format recorded using multi-station MASW and AM arrays near 10 seismographic stations located in California. A table in the spreadsheet (SWM_deployment_record.xlsx) summarizes the data collection, with multiple sheets providing further details about array configurations at each station. Stations included in the dataset are CE.25091, CE.25392, CI.MAG, CI.NEE2, CI.SNR, GF.99, NC.JECB, NC.JPSB, NP.1797, and JP.1865.
DOI: 10.6073/pasta/864528fd5aac4cb8d7180977fba274cb
title: Rainfall at El Verde Field Station, Rio Grande, Puerto Rico since 1975

description: Rainfall has been measured at the El Verde Field Station since 1964. McDowell and Estrada-Pinto, 1988 presents a description of the collection procedures, raw data from 1964 to 1986, and some summary statistics for this period of record. Precipitation for this period showed some seasonality in monthly means, with a peak in May. Monthly averages for the period of 1975 to current chart can be found at this site. The highest values for the monthly averages for the period of 1975 to 2000 are from August to December with a low in October and November the highest. In this period the highest amount of total annual rainfall was in 1998 with 5293.61 mm and the minimum in 1994 with 1402.87 mm.
DOI: 10.5281/zenodo.5544245
title: Example tSNR data acquired on a Philips scanner

description: Example datasets with low and high temporal signal to noise ratio (tSNR). Both datasets are acquired using the FAIR ASL scheme.
DOI: 10.5281/zenodo.5544244
title: Example tSNR data acquired on a Philips scanner

description: Example datasets with low and high temporal signal to noise ratio (tSNR). Both datasets are acquired using the FAIR ASL scheme.
DOI: 10.17632/79mg69dz98.2
title: Mapping Heat Vulnerability Index Considering Different Urbanization Levels In Nebraska, USA

description: This is datasets supporting an article with the same name submitted to journal Geohealth. It contains processed initial datasets of the research, that is calculating and mapping Heat Vulnerability Index (HVI) for state of Nebraska, USA, in Census Tract scale. We hypothesized that the construct of HVI is different for different urbanization levels of residence. We, therefore grouped the total 532 census tracts of Nebraska into four urbanization level groups and performed Factor Analyses for each of them. 
Description of data files:
The first three files contain all input datasets that are required to do all the analysis, and mapping. (GEOID is the unique identifier that can be used to connect different tables)

01_Tabulated_NE_Tract_NLCD_2016.csv : Contains number of 30mx30m squares of land cover types in each census tracts of Nebraska. GEOID is the key to connect these data to others.
02_all_tracts_with_RUCA : The ratios of vulnerable population in each census tract, calculated from ACS 2016 5-year estimate
03_NE_Census_Tracts_2016: Shapefile to create the maps
04_all_tracts_vulnerabilities: all 532 tracts of Nebraska are included with their ratios of vulnerable populations, also the ratio of  each four developed land areas to total land areas.

All other files are related to the outputs of the Factor Analyses for each of the urbanized levels considered in the study, and their related Figure number is the last part of each dataset's name.
DOI: 10.6084/m9.figshare.16723069
title: finaldata2.dta

description: Data from the IPUMS-NHIS limited to women with breast cancer diagnosis
DOI: 10.17632/hzxz53f6pv.1
title: A Cross-Sectional Study on the Computerization of Academic Libraries in Ekiti State, Nigeria

description: Computerization is critical to the success of today’s 21st century libraries. Hence this has been a serious concern among stakeholders within the profession especially in developing countries. Studies have investigated some factors associated with automation of libraries in Nigeria. This study however, investigated computerization of academic libraries in Ekiti State, Nigeria from the perspective of library personnel.
DOI: 10.17632/ptdgmcrbp8.1
title: Socio-historical analysis of the youth concept

description: This article explores different constructions on the concept of youth through an analytical historical examination of the institutional concept of youth elaborated by international organizations. It contains a review of the concept of youth adopted by Panamanian legislation and compares its content with the conceptualizations of youth offered in the Central American and Caribbean region. Several recent theoretical approaches to the concept of youth are analyzed, in which an attempt is made to develop an approach based on the set of social and economic relations that determine the youth subject in his life in society. Finally, we describe from some theoretical assumptions of the sociology of youth and social history, considerations around the process of articulation of this subject in the historical processes in Panama.
DOI: 10.17632/37x6pc28wj.1
title: Diffusion of New Digital Products

description: This data zip file consists of three different data sets using SAS format
1) Data of 105+ thousand adopters - 2 million and 795 thousand records
2) Data of 7+ thousand video game profiles
3) Data of 93+ thousand posts about video games
Please unzip the file before using data. The data sets require at least 4 GB.
DOI: 10.17632/sm6mg98htm.1
title: Expectations, uncertainty and sentiment

description: Foi construída uma medida para incerteza econômica baseada em indicadores econômicos. A partir de estudos realizados no Brasil, é possível identificar um conjunto de séries econômicas capaz de oferecer informações sobre o estado atual da economia e apontar (lead) possíveis recessões. Por ser construída a partir da realização das séries econômicas, a medida possui um caráter objetivo, sem componente expectacional. Para a construção dessa medida  objetiva para incerteza seguiu-se a metodologia de Jurado, Ludvigson e Ng (2015), em conformidade com a noção teórica de incerteza, de forma que serve de proxy para do processo estocástico subjacente à incerteza da economia. Essa medida foi denominada INC, independe de modelo teórico e possui uma estrutura de fator, ou seja, é uma medida de variação comum na incerteza de várias séries históricas.
DOI: 10.17632/b3hww8ng7w.1
title: Identification of long-lived proteins in the mitochondria reveals increased stability of the electron transport chain

description: Custom Code from our manuscript published in Developmental Cell for analysis of proteomic datasets, half-life color coding of protein crystal structures and alignment of electron microscopy and MIMS images using MesoFusion Plugin.
DOI: 10.17632/rcyzk45ktr.1
title: Code implementation for modeling parallel robots (PKM) with complex loops, and a Delta robot example

description: This is the Mathematica code implementation of the formulation of dynamics motion equations (EOM) for parallel kinematics robots (PKM) presented in the paper
A. Mueller: "Dynamics of Parallel Manipulators with Hybrid Complex Limbs - Modular Modeling and Parallel Computing", Mechanism and Machine Theory, 2021, https://doi.org/10.1016/j.mechmachtheory.2021.104549
This dataset includes:
* Lie group implementation of the kinematic and dynamics EOM
* Example of a 3 DOF Delta robot
* C code export and implementation in Matlab
DOI: 10.17632/h47fb726gy.1
title: Flexible Drones TSP

description: Data show the results for the combination of one truck and multiple drones.  The data was received by the simulated method. The Python code will be provided to readers upon a reasonable request.
DOI: 10.17632/nnmd48s389.2
title: A model for lifespan estimation of stem cell lineage from demography

description: Excel sheets of raw data and raw image files used to prepare the figures and tables published by Gadre et al., in iScience 2021 article number S-21-00077.
DOI: 10.17632/d7bbr5t5ys.1
title: Research data for: An asset-based approach to housing prices

description: An asset-based perspective for the housing market is provided. The theoretical foundations in finance theory are used to analyse the relation between real housing prices and returns. The observed excess gross housing returns over risk-free rates are interpreted in terms of the notion of incomplete market. The efficiency of the housing market is further assessed with econometric analysis. A sign identified structural vector autoregression model shows, that real housing prices are relatively persistent and the logarithmic rent/price ratio forecasts both forthcoming rent growth and real housing returns.