cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7487213
title: Velia, Acropoli, Unità domestica A.I. Storytelling, backend scientifico, ricostruzioni

description: L'unità domestica A.I si colloca in un settore dell'abitato tardo arcaico di Elea-Velia posto su una dorsale che si sviluppa dall'acropoli verso l'interno. Questa abitazione, nell'ambito del progetto E-Archeo, è stata individuata, considerate anche le lacune documentarie e la momentanea inaccessibilità delle strutture, per la peculiarità della planimetria, riferibile al tipo definito "ad ante" per il prolungamento, nella parte frontale, delle pareti perimetrali laterali. Questo modulo, che si richiama a repertori più antichi, a Elea-Velia viene adottato alla fine del VI sec. a.C. e non appare diffuso, allo stato attuale delle conoscenze, nell'architettura domestica magno-greca di questo periodo. L'edificio A.I, inoltre, si distingue anche per un intervento di ampliamento che, pochi anni dopo la sua costruzione, comporta l'aggiunta, al singolo ambiente originario, di altri due vani. In assenza dei contesti d'uso per l'obliterazione intenzionale della struttura, come accade per tutto l'abitato dell'acropoli, intorno al 480 a.C., il racconto dell'unità domestica e la proposta ricostruttiva, curata da Carraro Lab, si sono arricchiti di una serie di richiami all'organizzazione dello spazio domestico greco, alle attività quotidiane, come la tessitura o la cottura dei cibi su sostegni mobili in terracotta. Altri focus sono stati dedicati alla cultura materiale o ad alcuni eventi significativi di questa fase cronologica di Elea-Velia.
description: Finanziamento ALES S.p.A., Ministero della Cultura
DOI: 10.5281/zenodo.7458240
title: Velia, Quartiere orientale, cd. Agorà. Storytelling, backend scientifico, ricostruzioni

description: Il complesso della cd. Agorà di Elea-Velia rappresenta un esempio significativo dell'architettura pubblica della città ellenistica, maturata in un periodo di particolare floridezza economica, i cui riflessi si colgono bene anche nei numerosi interventi di carattere urbanistico. L'edificio, esplorato intorno alla metà del Novecento, non ha conosciuto ancora un'edizione filologica, resa poco agevole anche dalla mancanza di dati di scavo e dalla decontestualizzazione dei materiali recuperati all'epoca. Ancora discussa, peraltro, è l’interpretazione della struttura che, tra le diverse possibilità, è stata di recente considerata come un ginnasio, valorizzando un’ipotesi formulata agli inizi degli anni Sessanta del Novecento.<br> La narrazione elaborata per il progetto E-Archeo ha inteso presentare una prima lettura dell'organizzazione del terrazzamento più basso nella fase ellenistica avanzata, affrontando numerosi problemi ancora aperti, come l'assetto del settore di ingresso, il sistema di accesso al cortile porticato interno, gli interventi di ‘anastilosi’ pregressi, etc. Nell'elaborazione dello storytelling, del backend scientifico e delle ricostruzioni, curate da Carraro Lab, si è tentato, come per gli altri edifici velini, di coinvolgere l'utente e il visitatore nelle riflessioni sulle problematiche ancora aperte e sul percorso ricostruttivo, reso difficoltoso anche dalle trasformazioni dovute al dissesto idrogeologico dell'area in cui sorge l'edificio. L’analisi del complesso e del suo rapporto con la fascia mesourbana della città è stata integrata con alcuni tematismi che contraddistinguono Velia, come la ricchezza delle sorgenti naturali, l’attestazione di peculiari magistrature (ginnasiarchia) legate alla gestione di questo tipo di edifici ancora nella prima età imperiale, insieme ad altri di carattere generale sui ginnasi, sulla loro organizzazione e sul ruolo nel tessuto sociale.
description: Finanziamento ALES S.p.A., Ministero della Cultura
DOI: 10.5281/zenodo.7458241
title: Velia, Quartiere orientale, cd. Agorà. Storytelling, backend scientifico, ricostruzioni

description: Il complesso della cd. Agorà di Elea-Velia rappresenta un esempio significativo dell'architettura pubblica della città ellenistica, maturata in un periodo di particolare floridezza economica, i cui riflessi si colgono bene anche nei numerosi interventi di carattere urbanistico. L'edificio, esplorato intorno alla metà del Novecento, non ha conosciuto ancora un'edizione filologica, resa poco agevole anche dalla mancanza di dati di scavo e dalla decontestualizzazione dei materiali recuperati all'epoca. Ancora discussa, peraltro, è l’interpretazione della struttura che, tra le diverse possibilità, è stata di recente considerata come un ginnasio, valorizzando un’ipotesi formulata agli inizi degli anni Sessanta del Novecento.<br> La narrazione elaborata per il progetto E-Archeo ha inteso presentare una prima lettura dell'organizzazione del terrazzamento più basso nella fase ellenistica avanzata, affrontando numerosi problemi ancora aperti, come l'assetto del settore di ingresso, il sistema di accesso al cortile porticato interno, gli interventi di ‘anastilosi’ pregressi, etc. Nell'elaborazione dello storytelling, del backend scientifico e delle ricostruzioni, curate da Carraro Lab, si è tentato, come per gli altri edifici velini, di coinvolgere l'utente e il visitatore nelle riflessioni sulle problematiche ancora aperte e sul percorso ricostruttivo, reso difficoltoso anche dalle trasformazioni dovute al dissesto idrogeologico dell'area in cui sorge l'edificio. L’analisi del complesso e del suo rapporto con la fascia mesourbana della città è stata integrata con alcuni tematismi che contraddistinguono Velia, come la ricchezza delle sorgenti naturali, l’attestazione di peculiari magistrature (ginnasiarchia) legate alla gestione di questo tipo di edifici ancora nella prima età imperiale, insieme ad altri di carattere generale sui ginnasi, sulla loro organizzazione e sul ruolo nel tessuto sociale.
description: Finanziamento ALES S.p.A., Ministero della Cultura
DOI: 10.34740/kaggle/dsv/4820857
title: Elon Musk Tweets
DOI: 10.6084/m9.figshare.21835674
title: WRR_data for Figures 5 and 6

description: This dataset shows the various combination of parameters used to run 3D simulations and their corresponding 1D Damkohler numbers obtained after fitting with a 1D model. A linear power law relationship has been established between deposition rates and pore-scale parameters. In the last sheet, data for figure 5 has been given,
DOI: 10.6084/m9.figshare.21835677
title: raw data.zip

description: <strong>FOXO signaling pathway participates in oxidative stress-induced histone deacetylation</strong>
DOI: 10.6084/m9.figshare.21835677.v1
title: raw data.zip

description: <strong>FOXO signaling pathway participates in oxidative stress-induced histone deacetylation</strong>
DOI: 10.5281/zenodo.7420254
title: Nationwide genomic biobank in Mexico unravels demographic history and complex trait architecture from 6,057 individuals: GWAS summary statistics

description: Latin America continues to be severely underrepresented in genomics research, and fine-scale genetic histories as well as complex trait architectures remain hidden due to the lack of Big Data. To fill this gap, the Mexican Biobank project genotyped 1.8 million markers in 6,057 individuals from 32 states and 898 sampling localities across Mexico with linked complex trait and disease information creating a valuable nationwide genotype-phenotype database. Through a suite of state-of-the-art methods for ancestry deconvolution and inference of identity-by-descent (IBD) segments, we inferred detailed ancestral histories for the last 200 generations in different Mesoamerican regions, unravelling native and colonial/post-colonial demographic dynamics. We observed large variations in runs of homozygosity (ROH) among genomic regions with different ancestral origins reflecting their demographic histories, which also affect the distribution of rare deleterious variants across Mexico. We analysed a range of biomedical complex traits and identified significant genetic and environmental factors explaining their variation, such as ROH found to be significant predictors for trait variation in BMI and triglycerides.<br> ====================================== This dataset contains GWAS summary statistics for the Mexico Biobank Project. Summary statistics for 22 binary and quantitative traits are provided from the full cohort of 5721 individuals from across Mexico, and a subset of 1061 individuals inferred to have more than 90% Native American ancestry.
DOI: 10.5281/zenodo.7420253
title: Nationwide genomic biobank in Mexico unravels demographic history and complex trait architecture from 6,057 individuals: GWAS summary statistics

description: Latin America continues to be severely underrepresented in genomics research, and fine-scale genetic histories as well as complex trait architectures remain hidden due to the lack of Big Data. To fill this gap, the Mexican Biobank project genotyped 1.8 million markers in 6,057 individuals from 32 states and 898 sampling localities across Mexico with linked complex trait and disease information creating a valuable nationwide genotype-phenotype database. Through a suite of state-of-the-art methods for ancestry deconvolution and inference of identity-by-descent (IBD) segments, we inferred detailed ancestral histories for the last 200 generations in different Mesoamerican regions, unravelling native and colonial/post-colonial demographic dynamics. We observed large variations in runs of homozygosity (ROH) among genomic regions with different ancestral origins reflecting their demographic histories, which also affect the distribution of rare deleterious variants across Mexico. We analysed a range of biomedical complex traits and identified significant genetic and environmental factors explaining their variation, such as ROH found to be significant predictors for trait variation in BMI and triglycerides.<br> ====================================== This dataset contains GWAS summary statistics for the Mexico Biobank Project. Summary statistics for 22 binary and quantitative traits are provided from the full cohort of 5721 individuals from across Mexico, and a subset of 1061 individuals inferred to have more than 90% Native American ancestry.
DOI: 10.5281/zenodo.6568356
title: Record-Breaking Precipitation in Indonesia's Capital Jakarta in January 2020 Linked to the Northerly Surge, Equatorial Waves, and MJO

description: Collection of the dataset used in "Record-Breaking Precipitation in Indonesia's capital Jakarta in January 2020 Linked to the Northerly Surge, Equatorial Waves, and MJO" research letter [https://doi.org/10.1029/2022GL101513]. The file consisted of rain gauges, radar reflectivity, atmospheric reanalysis model, blackbody temperature of clouds, bandpass filtered data, HYSPLIT backward trajectory data, and other supplement data.
DOI: 10.5281/zenodo.6568355
title: Record-Breaking Precipitation in Indonesia's Capital Jakarta in January 2020 Linked to the Northerly Surge, Equatorial Waves, and MJO

description: Collection of the dataset used in "Record-Breaking Precipitation in Indonesia's capital Jakarta in January 2020 Linked to the Northerly Surge, Equatorial Waves, and MJO" research letter [https://doi.org/10.1029/2022GL101513]. The file consisted of rain gauges, radar reflectivity, atmospheric reanalysis model, blackbody temperature of clouds, bandpass filtered data, HYSPLIT backward trajectory data, and other supplement data.
DOI: 10.6084/m9.figshare.21803820
title: Faculty Development

description: Attached is the SPSS sheet, where all responses were collected. In the “Name” column, is the code of the variable: Q”Variable Number ”_”Workshop Number”_Questionnaire type”. For questionnaire type, “I” means Kirkpatrick’s level I, “II” means Kirkpatrick’s level II, “PP” means retrospective Pre and Post questionnaire, and “PI” means Psychological Impact of Beirut triple blow questionnaire. For example: Q6_1_I means variable number 6, workshop number 1, Kirkpatrick’s level I Q37_1_PI means variable number 37, workshop 1, Psychological Impact of Beirut Triple Blow questionnaire. Q163_4_II means variable number 163, workshop 4, Kirkpatrick’s level II Q169_4_PP means variable number 169, workshop 4, Retrospective Pre and Post questionnaire In the column “Label” is the variable itself. In the column “Values” is the possible response with their respective value.
DOI: 10.6084/m9.figshare.21803820.v1
title: FD 1 TO 10 Final.sav

description: Attached is the SPSS sheet, where all responses were collected. In the “Name” column, is the code of the variable: Q”Variable Number ”_”Workshop Number”_Questionnaire type”. For questionnaire type, “I” means Kirkpatrick’s level I, “II” means Kirkpatrick’s level II, “PP” means retrospective Pre and Post questionnaire, and “PI” means Psychological Impact of Beirut triple blow questionnaire. For example: Q6_1_I means variable number 6, workshop number 1, Kirkpatrick’s level I Q37_1_PI means variable number 37, workshop 1, Psychological Impact of Beirut Triple Blow questionnaire. Q163_4_II means variable number 163, workshop 4, Kirkpatrick’s level II Q169_4_PP means variable number 169, workshop 4, Retrospective Pre and Post questionnaire In the column “Label” is the variable itself. In the column “Values” is the possible response with their respective value.
DOI: 10.5281/zenodo.7512360
title: Supplementary materials

description: Supplementary materials
DOI: 10.5281/zenodo.7512359
title: Supplementary materials

description: Supplementary materials
DOI: 10.5281/zenodo.6657259
title: An annotated high-content fluorescence microscopy dataset with Hoechst 33342-stained nuclei and manually labelled outlines

description: Here we present a benchmarking dataset of fluorescence microscopy images with Hoechst 33342-stained nuclei together with annotations of nuclei, nuclear fragments and micronuclei. Images were randomly selected from an RNA interference screen with a modified U2OS osteosarcoma cell line, acquired on a Thermo Fischer CX7 high-content imaging system at 20x magnification. Labelling was performed by a single annotator and reviewed by a biomedical expert. The dataset contains 50 images showing over 2000 labelled nuclear objects in total, which is sufficiently large to train well-performing neural networks for instance or semantic segmentation. It is pre-split into training, development and test set, each in a zip file. The dataset should be referred to as Aitslab_bioimaging1. A brief article describing the dataset is also available (Arvidsson M, Kazemi Rashed S, Aits S. 10.1016/j.dib.2022.108769 ) <strong>Dataset description:</strong> Fluorescence microscopy images: original .C01 files and files converted to 8-bit .png format (Grayscale) Annotations: 24-bit .png format (RGB) Script used to convert C01 to png images: C01_to_png.py file with python code and readme.md file with instructions to run it
description: We do have access to additional data that could be annotated. It can be made available upon request. A preprint describing the dataset is available on zenodo, https://doi.org/10.5281/zenodo.6677913 The final version of the article is published in Data in Brief, https://doi.org/10.1016/j.dib.2022.108769
description: {"references": ["Arvidsson M, Rashed SK, Aits S. An annotated high-content fluorescence microscopy dataset with Hoechst 33342-stained nuclei and manually labelled outlines (preprint). zenodo 2022, https://doi.org/10.5281/zenodo.6677913", "Arvidsson M, Rashed SK, Aits S. An annotated high-content fluorescence microscopy dataset with Hoechst 33342-stained nuclei and manually labelled outlines. Data Brief. 2022 Nov 21;46:108769. doi: 10.1016/j.dib.2022.108769. eCollection 2023 Feb."]}
DOI: 10.6084/m9.figshare.20580003
title: Soil inorganic carbon maps in China

description: Title: Soil inorganic carbon maps in China Description: Soil inorganic carbon map is a re-sampled dataset (500 m) of the original soil maps (Song et al, 2022). Both the 1980 and 2010 topsoil (0-30 cm) datasets are provided. The soil depth is described in the file name. For example, sics01m denotes soil inorganic carbon density (SICD) at soil depth of 0-1 m. Std refers to the standard deviations of SICD based on 100 simulations. Spatial coverage: Mainland China Unit: kg/m^2 (kilogram carbon per square meter) Projection: WGS_1984_Albers Temporal coverage: 1980 and 2010 Resolution (pixel size): 500 m References: Song XD, Yang F, Wu HY, Zhang J, Li DC, Liu F, Zhao YG, Yang JL, Ju B, Cai CF, Huang B, Long HY, Lu Y, Sui YY, Wang QB, Wu KN, Zhang FR, Zhang MK, Shi Z, Ma WZ, Xin G, Qi ZP, Chang QR, Ci E, Yuan DG, Zhang YZ, Bai JP, Chen JY, Chen J, Chen YJ, Dong YZ, Han CL, Li L, Liu LM, Pan JJ, Song FP, Sun FJ, Wang DF, Wang TW, Wei XH, Wu HQ, Zhao X, Zhou Q, Zhang GL, 2022. Significant loss of soil inorganic carbon at the continental scale. National Science Review, 9: nwab120.
DOI: 10.6084/m9.figshare.20580003.v1
title: Soil inorganic carbon maps in China

description: Description: Soil inorganic carbon map is a re-sampled dataset (500 m) of the original soil maps (Song et al, 2022). Both the 1980 and 2010 topsoil (0-30 cm) datasets are provided. The soil depth is described in the file name. For example, sics01m denotes soil inorganic carbon density (SICD) at soil depth of 0-1 m. Std refers to the standard deviations of SICD based on 100 simulations. Spatial coverage: Mainland China Unit: kg/m^2 (kilogram carbon per square meter) Projection: GCS_WGS_1984 Temporal coverage: 1980 and 2010 Resolution (pixel size): 500 m References: Song XD, Yang F, Wu HY, Zhang J, Li DC, Liu F, Zhao YG, Yang JL, Ju B, Cai CF, Huang B, Long HY, Lu Y, Sui YY, Wang QB, Wu KN, Zhang FR, Zhang MK, Shi Z, Ma WZ, Xin G, Qi ZP, Chang QR, Ci E, Yuan DG, Zhang YZ, Bai JP, Chen JY, Chen J, Chen YJ, Dong YZ, Han CL, Li L, Liu LM, Pan JJ, Song FP, Sun FJ, Wang DF, Wang TW, Wei XH, Wu HQ, Zhao X, Zhou Q, Zhang GL, 2022. Significant loss of soil inorganic carbon at the continental scale. National Science Review, 9: nwab120.
DOI: 10.5281/zenodo.4888926
title: HTR model SpanishGothic_XV-XVI_extended DATASET (v1.2)

description: <pre>The SpanishGothic_XV-XVI_extended DATASET is conceived to be uploaded inside Transkribus platform (READ Coop) to perform a training and create an HTR+ model for the automated recognition of Spanish printed documents in Gothic script published between XV-XVI Century. For further information please have a look to the README file here: https://github.com/stefanobazzaco/HTR-model-SpanishGothic_XV-XVI_extended For system requirements and information about Transkribus platform, go to: https://readcoop.eu/transkribus/ https://readcoop.eu/transkribus/resources/ https://github.com/Transkribus</pre>
description: {"references": ["Bazzaco, Stefano, \u00abEl reconocimiento autom\u00e1tico de textos en letra g\u00f3tica del Siglo de Oro: creaci\u00f3n de un modelo HTR basado en libros de caballer\u00edas del siglo XVI en la plataforma Transkribus\u00bb, Janus, 9 (2020), 534-561 &lt; https://www.janusdigital.es/articulo.htm?id=160 &gt;.", "Bognolo, Anna y Stefano Bazzaco, \u00abTra Spagna e Italia: per un'edizione digitale del Progetto Mambrino\u00bb, eHumanista/IVITRA, 16 (2019), pp. 20-36.", "M\u00fchlberger, G\u00fcnter et al., \u00abTransforming scholarship in the archives through Handwritten Text Recognition. Transkribus as a case study\u00bb, Journal of Documentation - Emerald Publishing, vol. 75, n. 5 (2019), pp. 954-976 &lt; https://www.emerald.com/insight/content/doi/10.1108/JD-07-2018-0114/full/html &gt;.", "Bazzaco, Stefano, \u00abEl Progetto Mambrino y las tecnolog\u00edas OCR: estado de la cuesti\u00f3n\u00bb, Historias Fingidas 6 (2018), 257-272 &lt; http://historiasfingidas.dlls.univr.it/index.php/hf/article/view/89/135 &gt;.", "Bazzaco, Stefano, M\u00f3nica Mart\u00edn Molares, Ana Milagros Jim\u00e9nez Ruiz, \u00c1ngela Torralba Ruberte, \u00abSistemas de reconocimiento de textos e impresos hisp\u00e1nicos de la Edad Moderna. La creaci\u00f3n de unos modelos de HTR para la transcripci\u00f3n automatizada de documentos en g\u00f3tica y redonda (s. XV-XVII)\u00bb, Historias Fingidas, N\u00famero Especial 1 (2022): Humanidades Digitales y estudios literarios hisp\u00e1nicos, pp. 67-125.", "Bazzaco Stefano (ed.), Historias Fingidas, N\u00famero Especial 1 (2022): Humanidades Digitales y estudios literarios hisp\u00e1nicos &lt; https://historiasfingidas.dlls.univr.it/issue/view/5 &gt;."]}
DOI: 10.5281/zenodo.4888927
title: HTR model SpanishGothic_XV-XVI_extended DATASET

description: <pre>The SpanishGothic_XV-XVI_extended DATASET is conceived to be uploaded inside Transkribus platform (READ Coop) to perform a training and create an HTR+ model for the automated recognition of Spanish printed documents in Gothic script published between XV-XVI Century. For further information please have a look to the README file here: https://github.com/stefanobazzaco/HTR-model-SpanishGothic_XV-XVI_extended For system requirements and information about Transkribus platform, go to: https://readcoop.eu/transkribus/ https://readcoop.eu/transkribus/resources/ https://github.com/Transkribus</pre>
description: {"references": ["Bazzaco, Stefano, \u00abEl reconocimiento autom\u00e1tico de textos en letra g\u00f3tica del Siglo de Oro: creaci\u00f3n de un modelo HTR basado en libros de caballer\u00edas del siglo XVI en la plataforma Transkribus\u00bb, Janus, 9 (2020), 534-561 &lt; https://www.janusdigital.es/articulo.htm?id=160 &gt;.", "Bognolo, Anna y Stefano Bazzaco, \u00abTra Spagna e Italia: per un'edizione digitale del Progetto Mambrino\u00bb, eHumanista/IVITRA, 16 (2019), pp. 20-36.", "M\u00fchlberger, G\u00fcnter et al., \u00abTransforming scholarship in the archives through Handwritten Text Recognition. Transkribus as a case study\u00bb, Journal of Documentation - Emerald Publishing, vol. 75, n. 5 (2019), pp. 954-976 &lt; https://www.emerald.com/insight/content/doi/10.1108/JD-07-2018-0114/full/html &gt;.", "Bazzaco, Stefano, \u00abEl Progetto Mambrino y las tecnolog\u00edas OCR: estado de la cuesti\u00f3n\u00bb, Historias Fingidas 6 (2018), 257-272 &lt; http://historiasfingidas.dlls.univr.it/index.php/hf/article/view/89/135 &gt;."]}