cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23708/bl4jcu
title: Organisation spatiale de l'économie de l'attiéké dans le district d'Abidjan : opération de recherche 2020-2022

description: Cette opération de recherche correspond à la réalisation d'une thèse sous le thème « Organisation spatiale de l’économie de l’attiéké dans le District d’Abidjan » par KONE Hobela Petchokpan Denise à l'Institut de Géographie Tropicale de l'Université Félix Houphouët-Boigny (IGT-UFHB), Abidjan Côte d’Ivoire, sous la direction de madame KOFFIE-BIKPO Céline Yolande, Professeur titulaire. Originaire du Sud ivoirien, l’attiéké est devenu un met prisé par les populations ivoiriennes et celles de l’hexagone. L’attiéké, issu des semoules de manioc frais cuit à la vapeur se traduit par un savoir-faire économique basé sur des activités rémunératrices en l’occurrence la production de l’attiéké. L’étude cherche à comprendre et restituer les moyens de production à travers la préparation de l’attiéké de manière artisanale et semi-industrielle. En somme, elle décrit les flux d’approvisionnement de la matière première (le manioc) et les modes de commercialisation à petite échelle et à grande échelle. Les thèmes abordés sont : organisation spatiale, économie de l’attiéké, District d’Abidjan. Les questionnements principaux sont les suivants : comment s’organise spatialement l’économie de l’attiéké dans le District d’Abidjan ? où se localisent les bassins de production du manioc ? Quelles sont les techniques de préparation, de transformation et de commercialisation de l’attiéké ? Quels ont été les actions économiques et politiques menées par l’Etat pour impulser le secteur ? Les données produites sont ici, à minima, citées, mais si possible décrites et accessibles. Il s’agit : du Protocole de Recherche (projet, démarche, problématique, concepts, méthodes outils) ; des Corpus de Données (tableau d'assemblage des données utilisées) ; des Corpus de Références bibliographiques, webographiques, filmographiques, audiographiques ; photographiques, cartographiques ; des différentes Collections de données créées ou découvertes. Ces collections sont de types variés : Enquête et Relevé de Terrain, d'Images Satellites et Aériennes, Filmographie, Photographie, Parole audio, Témoignage écrit, Textes institutionnels… A cela s'ajoute la Collection des nouvelles connaissances produites à partir des collections de données créées ou découvertes au cours de cette opération de recherche qu’elle soit publiées et non publiées (analyses, synthèses, pyramides, schémas, chorèmes et présentations). Les formats numériques sont ceux de OpenOffice [.xlsx, .odt, .odg,.odp,.odf] et les formats d'échange, .pdf, .tif, .shp, .jpeg, .mp3, .mp4. .
DOI: 10.17632/pt8fny26hc.1
title: LINF_140008100

description: proteasome alpha 3 subunit Leishmania infantum (strain JPCM5)
DOI: 10.17632/33j346sxwm.1
title: LINF_140007800

description: Nucleus and spindle associated protein 3 | NuSAP3 Leishmania infantum (strain JPCM5)
DOI: 10.17632/dym6p2pvbt.1
title: EmoAtCap : Emotional attitude captioning dataset

description: The dataset is related to emotional attitude captioning of images. Images were taken from IMDB dataset and annotated for a specific purpose. The dataset consists of 3835 annotated images along with sentiment for each image-caption pair.
DOI: 10.5281/zenodo.4573248
title: Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies

description: This repository contains the data released in the paper "Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies" <em>(DOI to follow on publication).</em> We release detailed morphology catalogues, both volunteer and automated, for Galaxy Zoo DECaLS. - gz_decals_volunteers_1_and_2 contains volunteer classifications for galaxies classified during the GZD-1 and GZD-2 campaigns. - gz_decals_volunteers_5 similarly contains classifications from the GZD-5 campaign. Note that GZD-5 used a modified schema designed to better detect mergers and weak bars, and includes many galaxies with only approx. five volunteer responses. - gz_decals_auto_posteriors contains the predicted posteriors for volunteer responses to all galaxies used in any campaign. The full posteriors are recorded as Dirichlet distribution concentrations. gz_decals_auto_posteriors also summarises these posteriors as the automated equivalent of previous Galaxy Zoo data releases;<strong> the expected vote fractions (mean posteriors)</strong>. Note that not all posteriors/vote fractions are relevant for every galaxy; we suggest assessing relevance using the estimated fraction of volunteers that would have been asked each question. We include a schema document, schema.md, to define the column names in each catalogue. We also release the galaxy images shown to volunteers on www.galaxyzoo.org during GZD-5. The images on which the automated classifier was trained may be derived from these volunteer-facing images. These images are split into four zip files, each of which contains images named by iauname inside a subfolder named by the first four characters in their iauname. Not all images were labelled during GZD-5 - refer to the catalog for training labels. We are working with the Zenodo team to add these large files to this repository - meanwhile, you can download them from The University of Manchester here. The .csv and .parquet files contain identical data. Parquet is a fast column-oriented binary format which can be read with pd.read_parquet(loc, columns=[some columns]). You may also be interested in the github repository which contains code to reproduce the model and to fine-tune it for new tasks (including pretrained weights). We will release updates if needed via Zenodo versioning. We recommend using the latest version of this repository. You can check the version you are currently viewing on the right-hand sidebar. Please cite the paper (DOI to follow on publication) when using the data in this repository. --- History v0.0.1 (submission) provides the catalog files. v0.0.2 (first revision) renames the catalog files, adds flags for poorly sized galaxies, and includes the galaxy images via the University of Manchester
DOI: 10.5281/zenodo.4196266
title: Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies

description: This repository contains the data released in the paper "Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies" <em>(DOI to follow on publication).</em> We release detailed morphology catalogues, both volunteer and automated, for Galaxy Zoo DECaLS. - gz_decals_volunteers_1_and_2 contains volunteer classifications for galaxies classified during the GZD-1 and GZD-2 campaigns. - gz_decals_volunteers_5 similarly contains classifications from the GZD-5 campaign. Note that GZD-5 used a modified schema designed to better detect mergers and weak bars, and includes many galaxies with only approx. five volunteer responses. - gz_decals_auto_posteriors contains the predicted posteriors for volunteer responses to all galaxies used in any campaign. The full posteriors are recorded as Dirichlet distribution concentrations. gz_decals_auto_posteriors also summarises these posteriors as the automated equivalent of previous Galaxy Zoo data releases;<strong> the expected vote fractions (mean posteriors)</strong>. Note that not all posteriors/vote fractions are relevant for every galaxy; we suggest assessing relevance using the estimated fraction of volunteers that would have been asked each question. We include a schema document, schema.md, to define the column names in each catalogue. We also release the galaxy images shown to volunteers on www.galaxyzoo.org during GZD-5. The images on which the automated classifier was trained may be derived from these volunteer-facing images. These images are split into four zip files, each of which contains images named by iauname inside a subfolder named by the first four characters in their iauname. Not all images were labelled during GZD-5 - refer to the catalog for training labels. We are working with the Zenodo team to add these large files to this repository - meanwhile, you can download them from The University of Manchester here. The .csv and .parquet files contain identical data. Parquet is a fast column-oriented binary format which can be read with pd.read_parquet(loc, columns=[some columns]). You may also be interested in the github repository which contains code to reproduce the model and to fine-tune it for new tasks (including pretrained weights). We will release updates if needed via Zenodo versioning. We recommend using the latest version of this repository. You can check the version you are currently viewing on the right-hand sidebar. Please cite the paper (DOI to follow on publication) when using the data in this repository. --- History v0.0.1 (submission) provides the catalog files. v0.0.2 (first revision) renames the catalog files, adds flags for poorly sized galaxies, and includes the galaxy images via the University of Manchester
DOI: 10.17632/mc52xtnyy4.1
title: LINF_140007600

description: von Willebrand factor type A domain containing protein Leishmania infantum (strain JPCM5)
DOI: 10.17632/7j686rxv3k.1
title: LINF_140007400

description: adenosine 5'-monophosphoramidase Leishmania infantum (strain JPCM5)
DOI: 10.17632/hfdg5297kc.3
title: An Annotated Dataset for Identifying Behaviour Change Based on Five Doors Theory Under Coral Bleaching Phenomenon on Twitter

description: The data was crawled with specific keywords. Crawling process is done periodically, starting from January 2021 to May 2021. All the data are prepared for labelling process, which were standardized with annotation rubric. The data has been filtered for non-English, relevance, and duplication. Two expert annotators were qualitatively and manually labelling the data according to 5 stages of behaviour change proposed by Robinson. If there was any split decision between two annotators, then the data will be passed into the additional annotator for a majority vote.
DOI: 10.17632/nf43gjzpcv.1
title: LINF_140006700

description: carboxypeptidase Leishmania infantum (strain JPCM5)
DOI: 10.17632/6h99nwbdpn.1
title: Recognition Memory Data

description: Individual data for a recognition memory test with checkerboard-like stimuli, response options were old-very sure, old-sure, old- unsure, new-unsure, new-sure and new-very sure
DOI: 10.17632/n968fv66zr.1
title: LINF_140007100

description: PX domain containing protein Leishmania infantum (strain JPCM5)
DOI: 10.17632/kz53s5jdpg.1
title: Data for: Structural and Mechanical Characterization of the Reinforced Vertically Aligned Carbon Nanotube Array Synthesized by Shock-Induced Partial Phase Transition: Insight from Molecular Dynamics Simulations

description: Input VACNT arrat data used for simulation, the LAMMPS log file of the shock process , the final product data for different shock pressures , the final product structural analysis for different shock pressures and mechanical characterization data.
DOI: 10.15468/hyqj2e
title: Catalogue of Syringogastridae (Diptera, Diopsoidea)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Pereira-Colavite, Alessandre, Mello, Ramon Luciano (2018): Catalogue of Syringogastridae (Diptera, Diopsoidea). Papéis Avulsos de Zoologia 58: 1-5, DOI: 10.11606/1807-0205/2018.58.13
DOI: 10.17632/vf7vkthz4v.1
title: Structural mapping in a sub-tropical region using Landsat-8 and SRTM data: A Case study of Deng-Deng area in Eastern Cameroon

description: The paper examine the capabilities of Landsat-8 and SRTM remote sensing data for regional scale structural mapping in a sub-tropical region, which is challenging due to heavy vegetation. Fracture sets are defined using statistical characterization of fracture orientation and genetic parameters. Detailed analysis of the overall structures led to the identification of two major networks corresponding to dextral and sinistral shear zones mainly oriented NE-SW. Fields investigation shows that the area has recorded structures such as foliation, intrafolic boudins, mylonitic schistosity, S/C fabrics and fractures, organized into three phases of deformation D1 to D3 and geological formations include intrusive granite in a metamorphic basement. Remote sensing results are consistent with field data.
DOI: 10.17632/mywdxyfkwr.1
title: CAPIRU GROUP GIS 2021

description: This dataset is the MPK package that contains the shapefiles of the 2016-2020 mapping of the Capiru Group, Southern Ribeira Belt (Brazil). A detailed geological mapping of this unit in scales varying from 1:5,000 to 1:25,000 was performed during 2016 to 2020. Original interpretations and the new geological map were recently compiled and integrated with the past field data of the state (MINEROPAR) and national (CPRM) geological surveys, and to unpublished and recent published studies. This compilation represents the most updated geological GIS synthesis of the Capiru Group.
DOI: 10.17632/ywb5zdjk5x.2
title: Open-source hybrid 3D-bioprinter for simultaneous printing of thermoplastics and hydrogels

description: 3D-bioprinting is a promising technology applicable in areas such as regenerative medicine or in vitro organ model development. Various 3D-bioprinting technologies and systems have been developed and are partly commercially available. Here, we present the construction and characterization of an open-source low-cost 3D-bioprinter that allows the alternated microextrusion of hydrogel and fused deposition modeling (FDM) of thermoplastic filaments. The presented 3D-bioprinter is based on a conventional Prusa i3 MK3 printer and features two independent printheads: the original FDM-head and a piston-driven microextrusion system for soft materials. Modifications were designed modularly to fit various syringe formats or heating elements to the device. The bioprinter is the first hybrid DIY 3D-bioprinter that allows switching between materials as often as required during a print run to produce complex multi-material constructs with arbitrary patterns in each layer. For validation of the printer, two designs suitable for relevant bioprinting applications were realized. First, a porous plastic construct filled with hydrogel was printed, serving as a mechanically stable bone replacement tissue model. Second, a plastic chamber, which might be used in organ-on-a-chip applications, was printed with an extruded silicone sealing that enables the liquid-tight attachment of glass slides to the top and bottom of the chamber.
DOI: 10.17632/s9mvtcnnpm.1
title: LINF_140006800

description: Thioredoxin-like Leishmania infantum (strain JPCM5)
DOI: 10.17632/hzfrdsfm8d.1
title: Capillary Irrigation Optimisation

description: The data contain different soil moisture spread under capillary irrigation system
DOI: 10.3886/e120554
title: Data and Code for: "Higher Taxes at the Top: The Role of Entrepreneurs"

description: This paper computes optimal top marginal tax rates in Bewley-Huggett-Aiyagari type economies that include entrepreneurs. Consistent with the data, entrepreneurs are over-represented at the top of the income distribution and are thus disproportionately affected by an increase in the top marginal income tax rate. The top marginal tax rate that maximizes welfare is 60 percent. While average welfare gains are positive and similar across occupations along the transition, they are larger for entrepreneurs than for workers in the long run and this occupational gap in welfare gains after the tax increase widens with increasing income.
DOI: 10.3886/e120554v1
title: Data and Code for: "Higher Taxes at the Top: The Role of Entrepreneurs"

description: This paper computes optimal top marginal tax rates in Bewley-Huggett-Aiyagari type economies that include entrepreneurs. Consistent with the data, entrepreneurs are over-represented at the top of the income distribution and are thus disproportionately affected by an increase in the top marginal income tax rate. The top marginal tax rate that maximizes welfare is 60 percent. While average welfare gains are positive and similar across occupations along the transition, they are larger for entrepreneurs than for workers in the long run and this occupational gap in welfare gains after the tax increase widens with increasing income.
DOI: 10.15129/53bc86dd-e859-4eac-824c-0273d4667989
title: Data for: "A simple, powerful diode laser system for atomic physics"

description: This dataset consists of the raw data used to realise the figures associated with the paper "A simple, powerful diode laser system for atomic physics". Data explained further in readme file with dataset.
DOI: 10.17632/wdxnrr4c57.1
title: S-ZORB device measured data and related code_Initial version

description: S-ZORB device measured data and related code_Initial version
DOI: 10.17632/vmcdgvpvpw.3
title: Multi-stage Hydrothermal Veins in Layered Gabbro of the Oman Ophiolite: Implications for Focussed Fluid Circulation in the Lower Oceanic Crust

description: Supplementary data of "Multi-stage Hydrothermal Veins in Layered Gabbro of the Oman Ophiolite: Implications for Focussed Fluid Circulation in the Lower Oceanic Crust" by Zhang C. et al.
DOI: 10.17632/z4gx2k2kn3.1
title: le yange

description: Pleiotropic roles of Ras GTPases in the nematode-trapping fungus Arthrobotrys oligospora identified through multi-omics analyses
DOI: 10.17632/j34smf76f3.2
title: Dark-cutting beef proteome

description: Enriched ontology network based on 130 dark-cutting beef proteome (protein biomarkers) repertoire.
DOI: 10.3886/e116841v1
title: Data and Code for The Transmission of Monetary Policy Shocks

description: Replication package (data & code) for "The Transmission of Monetary Policy Shocks" by Silvia Miranda-Agrippino & Giovanni Ricco<br><br>Abstract: Commonly used instruments for the identification of monetary policy disturbances are likely to combine the true policy shock with information about the state of the economy due to the information disclosed through the policy action. We show that this signalling effect of monetary policy can give rise to the empirical puzzles reported in the literature, and propose a new high-frequency instrument for monetary policy shocks that accounts for informational rigidities. We find that a monetary tightening is unequivocally contractionary, with deterioration of domestic demand, labor and credit market conditions, as well as of asset prices and agents’ expectations.<br><br>
DOI: 10.17632/d48d22wdy5.3
title: Review dataset of Hydroponic Vetiver System (HVS) experiments on wastewater remediation of BOD and COD

description: The author has reviewed 12 studies that evaluate the wastewater remediation potential of Vetiver Grass (VG) under hydroponic conditions to reduce Biochemical oxygen demand (BOD) and Chemical oxygen demand (COD). 105 BOD and COD removal efficiency datasets using hydroponic Vetiver system (HVS) are separately tabulated in Table-1 and Table-2, respectively.
DOI: 10.17632/rgck545wp6.1
title: ASSESSING ACCEPTANCE OF AUGMENTED REALITY IN NURSING EDUCATION

description: The study is a quantitative research study and it uses the causal-comparative screening method. The data used in the study was collected online from 419 nursing students. The study's conceptual framework is based on the Unified Theory of Acceptance and Use of Technology (UTAUT) model developed by Venkatesh and his colleagues (2003) adopted in the research model design. UTAUT is a model for examining both behavioral intention (BI) and user behavior (UB) towards information technology (Venkatesh, James, & Xu, 2012). The UTAUT model, including both BI and UB, was preferred since the students gained experience as AR users. The research model includes performance expectancy (PE), effort expectancy (EE), facilitating conditions (FC), social influence (SI), perceived value (PV), and anxiety (A) as constructs affecting the behavioral intention (BI); the factors affecting use behavior (UB) include behavioral intention (BI), usefulness (U) and hedonic motivation (HM), the core relationships theorized by UTAUT and HM has a mediation effect on the relationship between U and UB are hypothesized.
DOI: 10.17632/t48yhff7hs.3
title: An astonishing wealth of new proteasome homologs

description: The clustermap, sequence alignments and structure models used for our new paper, in which we describe the discovery of new proteasome homologs (will be linked here when published). The clustermap provides a visualization of the sequence relationships of these homologs and can be opened with CLANS (https://www.eb.tuebingen.mpg.de/protein-evolution/software/clans/). The subunit structure models were predicted with the tFold server (https://drug.ai.tencent.com) and can be opened with a PDB viewer, such as PyMol. The alignments are provided as fasta files and can be opened most sequence alignment tools, e.g. MUSCLE.
DOI: 10.17632/5zxyrvc5nz.2
title: rs-fMRI network-based TMS targeting

description: The present data are collected from 8 Alzheimer's disease patients to prove the feasibility of a tailored network-based transcranial magnetic stimulation (TMS) targeting approach. Based on resting state functional imaging, the procedure allows to extract individual optimal targets of two networks affected by Alzheimer's disease: the default mode (DMN) and the fronto-parietal network (FPN). The dataset includes: - The raw independent components maps (melodic_IC.nii.gz) in native space extracted from individual rs-fMRI with Melodic independent component analysis (Beckman and Smith 2004) - A table with the demographic and clinical characteristics of the sample (n=8) together with the individual coordinates of the target in native space.
DOI: 10.17632/bf2vfj95g9.1
title: SCE codes and data

description: This data include all codes and algorithms used by the authors in the optimization presented in the paper
DOI: 10.17632/n8h24rv7vz.1
title: Characterisation of Novel Functionality within the Blastocystis Tryptophanase Gene (Raw Data)

description: Raw data pertaining to the manuscript "Characterisation of Novel Functionality within the Blastocystis Tryptophanase Gene".
DOI: 10.6084/m9.figshare.14806638
title: Genetic associations with cancer outcomes

description: Genetic associations with cancer outcomes used in the manuscript "Body size and composition and risk of site-specific cancers in UK Biobank and large international consortia: a Mendelian randomisation study" by Vithayathil et al.
DOI: 10.17632/939g5nyjnm.1
title: Portevin-Le Chatelier (PLC)

description: PLC effect observed in a heterogeneous stress field
DOI: 10.17632/yxmzm9xh4g.2
title: Tables S1-5-Supporting information for-- Reconsideration of the First Involvement of Indian Plate into Gangdese Magmatism

description: This file contains sample description, geochronology, geochemistry and Lu-Hf isotopes of Cenozoic granitoids from Nyingchi area of Gangdese belt, Southern Tibet. These data, combined with published geochemistry and Sr-Nd isotopes of adakites nearby our study area, shows that the first involvement of Indian continental materials with Gangdese magmatism was at ~ 27 Ma. The Sr-Nd-Hf isotopes are direct evidence of our hypothesis when plot in diagrams including MgO versus εNd(t), Age(Ma) versus εHf(t). Other geochemical data can be plot in many traditional discrimination diagrams including the Harker series, Adakite discrimination diagrams, etc.
DOI: 10.17632/mrfbyz99z5.1
title: Pleiotropic roles of Ras GTPases in the nematode-trapping fungus Arthrobotrys oligospora identified through multi-omics analyses

description: Pleiotropic roles of Ras GTPases in the nematode-trapping fungus Arthrobotrys oligospora identified through multi-omics analyses