cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15126/smg.25/1
title: Conditions on pronominal marking: A set of 42 video stimuli for field 
		elicitation

description: This set of 42 video stimuli were designed to study to study variation in the
patterns of pronominal marking in the non-Austronesian languages of Alor and Pantar.
All of these languages share the typologically rare trait that they mark objects or
undergoers on the verbs, rather than subjects or actors (Siewierska 2011). However,
there is considerable within-group variation as to how this is done and also what the
relevant semantic parameters are which govern the indexation patterns. For instance,
Teiwa (Klamer 2010) aligns its arguments on a nominative-accusative basis indexing
the object of many (but not all) transitive verbs. The prime factor which determines
whether a verb indexes its object is animacy (Klamer and Kratochvíl 2006, Klamer
2010). Abui (Kratochvíl 2007, 2011), on the other hand, has a semantic alignment
system, in which the undergoer is marked on the verb. In intransitive clauses, more
undergoer-like arguments are indexed, e.g., ‘He is ill’, whereas more actor-like ones
are not, e.g., ‘He runs’. Animacy plays a role in the choice of prefix for undergoers
in Abui, but is not as important and pervasive as in Teiwa.

The stimuli was created for the project 'Alor-Pantar languages: Origins and 
theoretical impact', funded by the Arts and Humanities Research Council (AHRC)
through European Science Foundation-EuroBabel.
DOI: 10.17188/1208232
title: Materials Data on K2SO4 by Materials Project

description: K2SO4 crystallizes in the orthorhombic Pnma space group. The structure is three-dimensional. there are two inequivalent K1+ sites. In the first K1+ site, K1+ is bonded in a 9-coordinate geometry to nine O2- atoms. There are a spread of K–O bond distances ranging from 2.78–3.20 Å. In the second K1+ site, K1+ is bonded in a 1-coordinate geometry to ten O2- atoms. There are a spread of K–O bond distances ranging from 2.75–3.19 Å. S6+ is bonded in a tetrahedral geometry to four O2- atoms. There is one shorter (1.49 Å) and three longer (1.50 Å) S–O bond length. There are three inequivalent O2- sites. In the first O2- site, O2- is bonded in a distorted single-bond geometry to five K1+ and one S6+ atom. In the second O2- site, O2- is bonded in a distorted single-bond geometry to five K1+ and one S6+ atom. In the third O2- site, O2- is bonded in a distorted single-bond geometry to four K1+ and one S6+ atom.
DOI: 10.25810/2nc9-bj43
title: Media and Climate Change Observatory Special Issue 2020: A Review of Media Coverage of Climate Change and Global Warming in 2020

description:         2020 has been another critical year in which climate change and global warming fought for media attention amid competing interests in other stories, events and issues around the globe. Yet, climate change and global warming garnered coverage through stories manifesting through primary and often intersecting, political, economic, scientific, cultural as well as ecological and meteorological themes. As the year 2020 has drawn to a close, new vocabularies have pervaded the centers of our consciousness: ‘flattening the curve’, systemic racism, ‘pods’, hydroxycholoroquine, ‘social distancing’, quarantines, ‘remote learning’, essential and front-line workers, ‘superspreaders’, P.P.E., ‘doomscrolling’, and Zoom. This past year has been one like no other, where members of the Media and Climate Change Observatory (MeCCO) team – like many others around the world – have lost family to COVID-19.
DOI: 10.3886/e120232v1
title: Code for: How well targeted are soda taxes?

description: Soda taxes aim to reduce excessive sugar consumption. We assess who are most impacted by soda taxes. We estimate demand using micro longitudinal data covering on-the-go purchases, and exploit the panel dimension to estimate individual specific preferences. We relate these preferences and counterfactual predictions to individual characteristics and show that soda taxes are relatively effective at targeting the sugar intake of the young, are less successful at targeting the intake of those with high total dietary sugar, and are unlikely to be strongly regressive especially if consumers benefit from averted internalities.
DOI: 10.5258/soton/wp00672
title: Gridded population estimates disaggregated from Mozambique's fourth general population and housing census (2017 census), version 1.1

description: This document outlines the data sets and methods used to provide an estimate of the geographic distribution of the population of Mozambique in 2017. Assumptions, limitations, and use constraints are provided.
DOI: 10.5281/zenodo.4701047
title: Cluster configurations of the Deffuant model on network ensembles

description: ## Data For each measured combination of the confidence and system size, there is one gzipped<br> file. For different ensembles, we collected data in different ranges and quality.<br> The paramters are: * Number of samples `m` per parameter combination<br> * Range `r` of confidences epsilon<br> * Distances `d` between values of epsilon (basically the resolution of the data)<br> * Largest size `N_max` The single files follow a naming scheme of `n{N}_e{epsilon}.cluster.dat.gz`, where<br> `{N}` signals the system size of the simulation and `{epsilon}` is the confidence<br> value of the simulation (without a decimal point, i.e., `0050` corresponds to `epsilon = 0.050`).<br> The sizes `N` are usually powers of two (or for the lattices, perfect squares close to powers of two). We present the data for each ensemble in one folder (after unpacking the tar archive).<br> Note that some parameter values are missing, if they did not converge in reasonable time. <br> * Fully connected `full`<br> * `m = 1000`, `r = [0.0, 0.6]`, `d = 0.001`, `N_max = 1048576`<br> * Barabasi Albert with a mean degree of 10 `BA10`<br> * `m = 1000`, `r = [0.0, 0.6]`, `d = 0.002`, `N_max = 16384`<br> * Square lattice with third nearest neighbors `lat3`<br> * `m = 1000`, `r = [0.0, 0.6]`, `d = 0.002`, `N_max = 4096`<br> * connected Erdos Renyi with mean degree of 10 `ER10`<br> * `m = 1000`, `r = [0.0, 0.3]`, `d = 0.002`, `N_max = 16384` <br> ## Data format Each final state is encoded as three lines: * The convergence time is a single integer with a line prefix '# sweeps: '<br> * The positions of all clusters in opinion space with a line prefix '# ' (unsorted)<br> * The number of agents in each of the clusters without a line prefix <br> ## Python example for reading the format An example script, which visualizes the S vs eps graph for the largest size of the fully connected<br> case, with a function to read this format is given in `example.py`.
DOI: 10.5281/zenodo.5653358
title: Fleshy red algae mats act as temporary reservoirs for sessile invertebrate biodiversity - Raw data for biodiversity analysis, species list and detailed output data from iNEXT procedure

description: Raw data for biodiversity analysis, species list and detailed output data from iNEXT procedure for manuscript entitled "Fleshy red algae mats act as temporary reservoirs for sessile invertebrate biodiversity".
DOI: 10.5281/zenodo.5987532
title: A Diagnostic Classifier for Gene Expression-Based Identification of Early Lyme Disease

description: This data repository contains the source code and pertinent training and test data sets used in the manuscript, <em>A Diagnostic Classifier for Gene Expression-Based Identification of Early Lyme Disease</em>.
DOI: 10.5281/zenodo.6532951
title: Three-dimensional in-situ imaging of single-grain growth in polycrystalline In2O3:Zr films

description: Original data Here, we image a single-grain growth during the amorphous-to-polycrystalline transition in technologically relevant transparent conductive oxide (TCO) film of In<sub>2</sub>O<sub>3</sub>:Zr with <em>in-situ</em> Bragg coherent X-ray diffraction imaging. Data was obtained at 34ID-C end-station at Advanced Photon Source, Argonne National Laboratory (USA). Repository contains all raw datasets of the BCDI measurements, .spec files with corresponding meta-data, and .xlsx table with information on scan numbers related to annealing steps of the sample.
DOI: 10.5281/zenodo.7233200
title: Occupational and environmental diseases by operating results report of 43 files from Health Data Center (HDC)

description: Data used in this study were from the Health Data Center (HDC); permission to use these data can be requested from the Health Data Center (HDC), Ministry of Public Health Thailand. <br> This study got approval from the Health Data Center (HDC)(reference no.0212-78) to use the data on pesticide pollutions (insecticide and herbicide) in provinces years 2018-2020 excluding Bangkok because data from Bangkok were not reported on HDC. Included pesticide poisoning from DIAGNOSIS_OPD and DIAGNOSIS_IPD files which used to DIAGCODE were 'T600','T601','T602','T603','T604','T608','T609' without the X68 code. <strong>File descriptions</strong>: The pesticide pollutions (pesticide-induced, insecticide, and herbicide) in provinces years 2018-2020:<br> cwt : post code <br> cwt_n : province names<br> 63_pop : population in 2020<br> N63_pesticide : pesticide-induced patients in 2020<br> P63_pesticide : prevalence of pesticide-induced patients in years 2020<br> N63_Insecticide : insecticide patients in 2020<br> P63_Insecticide : prevalence of insecticide patients in years 2020<br> N63_Herbicide : herbicide patients in 2020<br> P63_Herbicide : prevalence of herbicide patients in years 2020<br> N63_Other : other pesticide patients in 2020<br> P63_Other : prevalence of other pesticide patients in years 2020<br> 62_pop : population in 2019<br> N62_pesticide : pesticide-induced patients in 2019<br> P62_pesticide : prevalence of pesticide-induced patients in years 2019<br> N62_Insecticide : insecticide patients in 2019<br> P62_Insecticide : prevalence of insecticide patients in years 2019<br> N62_Herbicide : herbicide patients in 2019<br> P62_Herbicide : prevalence of herbicide patients in years 2019<br> N62_Other : other pesticide patients in 2019<br> P62_Other : prevalence of other pesticide patients in years 2019<br> 61_pop : population in 2018<br> N61_pesticide : pesticide-induced patients in 2018<br> P61_pesticide : prevalence of pesticide-induced patients in years 2018<br> N61_Insecticide : insecticide patients in 2018<br> P61_Insecticide : prevalence of insecticide patients in years 2018<br> N61_Herbicide : herbicide patients in 2018<br> P61_Herbicide : prevalence of herbicide patients in years 2018<br> N61_Other : other pesticide patients in 2018<br> P61_Other : prevalence of other pesticide patients in years 2018 P3y_pesticide : average prevalence of pesticide-induced patients from 2018 to 2020<br> P3y_Insecticide : average prevalence of insecticide patients from 2018 to 2020<br> P3y_Herbicide : average prevalence of herbicide patients from 2018 to 2020<br> P3y_Other : average prevalence of other pesticide patients from 2018 to 2020
DOI: 10.5281/zenodo.7233211
title: Land-use areas

description: Data used in this study were from the Office of Agricultural Economics Thailand. Land-use areas data from Agricultural statistics of Thailand are publicly available. <strong>File descriptions</strong>: Types of land use areas for agricultural consist of rice field area, field crops (sugarcane, cassava, peanut, common tobacco, corn, and potato), fruit trees and perennial (including rubber tree, eucalyptus tree, oil palm tree), vegetables and flowers, and other agriculture that averaged in years 2018-2020, Thailand :<br> cwt : post code<br> cwt_n : province names<br> Land : total land area each of provinces in years 2018-2020<br> LandUse : total land use area each of provinces in years 2018-2020<br> pLand : proportion of land area in years 2018-2020<br> Rice : rice field area in years 2018-2020<br> pRice : proportion of rice field area in years 2018-2020<br> Field crops : field crops area in years 2018-2020<br> pField : proportion of field crops area in years 2018-2020<br> Fruit trees / perennial : fruit trees and perennial area in years 2018-2020<br> pFruit : proportion of fruit trees and perennial area in years 2018-2020<br> Vegetables / Flowers : vegetables and flowers area in years 2018-2020<br> pVege : proportion of vegetables and flowers area in years 2018-2020<br> Other agriculture : other agriculture area in years 2018-2020<br> pOther: proportion of other agriculture area in years 2018-2020
DOI: 10.6084/m9.figshare.20941144
title: Source Data.xlsx

description: Source data are provided with the article: <strong>Hybrid Chalcogen Bonds in Prodrug Nanoassemblies Provides Dual Redox-Responsivity in the Tumour Microenvironment</strong>.
DOI: 10.21427/d7qk77
title: The Press and Democracy Building: Journalism Education and Training in Eastern and South-Eastern Europe during Transition
DOI: 10.1285/i20356609v14i1p261
title: Lockdown and Breakdown in Italians' Reactions on Twitter during the First Phase of Covid-19

description: The article focuses on Italians' reactions to the pandemic on Twitter. During the first phase of the 2020 lockdown (from the beginning of March 2020 - to the beginning of May 2020), a real-time dataset was built, linking data scratching to three events related to the introduction of the Prime Minister's decrees and his press conferences. The chosen observation point is Twitter, platform that allows us to monitor the emergence of discussions on public issues, extremely synchronized with events and news – which is, moreover, a feature of use of this platform. The coronavirus hashtag was chosen as a mechanism to track the development of Italian reactions, following the evolution of its sense and sensemaking and considering it as a polysemic collector. The aim is to identify within the tweets the actors, the topics, and the tone of the debate in an open public space. Furthermore, the analysis is carried out in search of the Italians' perception of the lockdown and whether they are in favor of it because of the defense of public health or they see it as a restriction of their individual freedom. The analysis, which used the socio-constructivist approach of Emotional Text Mining, reveals two explanatory-dimensions in the governance of the crisis: lockdown and breakdown and allows us to understand the reasons for Twitter's instinct-reactions.
DOI: 10.17188/1208238
title: Materials Data on ScNi2Sn by Materials Project

description: ScNi2Sn is Heusler structured and crystallizes in the cubic Fm-3m space group. The structure is three-dimensional. Sc is bonded in a distorted body-centered cubic geometry to eight equivalent Ni and six equivalent Sn atoms. All Sc–Ni bond lengths are 2.71 Å. All Sc–Sn bond lengths are 3.13 Å. Ni is bonded in a distorted body-centered cubic geometry to four equivalent Sc and four equivalent Sn atoms. All Ni–Sn bond lengths are 2.71 Å. Sn is bonded in a 8-coordinate geometry to six equivalent Sc and eight equivalent Ni atoms.
DOI: 10.17632/kdc9fgfbrm.1
title: Tobacco_pollination_Gibson et al. 2022

description: Data for pollination study of N. rustica in eastern North America. Fruit weight, fruit set, and seediness were assessed, as well as insect visitation rate using camera recordings.
DOI: 10.25364/wegc/ops5.6:2019.1
title: Wegener Center GNSS Radio Occultation Record
title: OPS 5.6 Level 2 profiles

description: The latest version of the Wegener Center (WEGC) Global Navigation
      Satellite System (GNSS) radio occultation (RO) record, OPSv5.6,
      provides globally distributed upper-air satellite data of high
      quality from multiple RO satellite missions, usable for climate
      and other high-accuracy applications.
DOI: 10.25364/wegc/tc-ro1.0:2020.1
title: A comprehensive archive of Tropical cyclones vertical structure covering the period 2001-2018

description: This data collection merges all the information available about Tropical Cyclones (TC) co-located, within a time range of 3 hours and a space window of 500 km, with Global Navigation Satellite Systems (GNSS) Radio Occultations (RO) profiles in the period 2001-2018. We include the TC best-track data from the International Best Track Archive for Climate Stewardship (IBTrACS), the bending angle, refractivity, temperature, pressure and specific humidity (with 100-meter sampling from the surface up to 40 km) from the GNSS RO data processed by the Wegener Center for Climate and Global Change (WEGC) with the Occultation Processing System (OPS) version 5.6.2, and the WEGC climatologies of bending angle, temperature and specific humidity.
DOI: 10.3886/e112181v1
title: Data and Code for: "Hidden Baggage: Behavioral Responses to Changes in Airline Ticket Tax Disclosure"

description: Abstract:<br>We examine the impact of a January 2012 enforcement action by the U.S. Department of Transportation that required U.S. air carriers and online travel agents to modify their web interfaces to incorporate all ticket taxes in upfront, advertised fares. We show that the more prominent display of tax-inclusive prices is associated with significant reductions in consumer tax incidence, demand, and ticket revenues along more heavily-taxed itineraries. In particular, the fraction of unit taxes that airlines passed onto consumers fell by roughly 75 cents for every dollar of tax. These results reinforce prior findings on consumer inattention in a novel institutional setting featuring quasi-experimental variation in tax salience, economically-significant tax amounts, and endogenous price responses.<br><br>Scope of Materials Deposited:<br>The files deposited include code and instructions to permit replication of all results. The primary data sources used for the analysis are either restricted-use or proprietary in nature. Hence only ancillary public data sources are included. Instructions for obtaining these data are given in the file README.
DOI: 10.5281/zenodo.5831203
title: Quantification of salt stress in wheat leaves by Raman spectroscopy and machine learning

description: Train and test datasets used in the manusicript "Quantification of salt stress in wheat leaves by Raman spectroscopy and machine learning". Trained models are included.
DOI: 10.17632/8h6n4n7dgv.1
title: Research Data on aggregation behaviours of trace metals and organic matter using river water samples collected from the Shira and Midori Rivers, Kumamoto, Japan, in January 2018

description: River waters were collected from the Shira and Midori Rivers, Kumamoto, Japan. The collected waster samples were sequenciaaly processed to examine aggregation behavious in freshwater and estuarine systems. Metal and TOC concentrations of the processed water samples were measured. In addition, size distributions of the particles contained in the samples were measured.
DOI: 10.17632/dx8kbs5yxc.2
title: HHVannPRO: ANN trained to predict the biomass HHV based on the results of the proximate analysis

description: For the comparative analysis of different algorithms for training the ANNs the same network structure is used but with diferent training functions. In all cases this network was fed with the same sets of input data. Data sets were formed on the basis of literature data on measured HHV of biomass characterized by the proximate analysis. In order to improve the ANNs response, the training data sets were augmented with the additional literature data on measured HHV and biomass composition in terms of the proximate analysis, so that the final set of data consisted of 318 training input records and corresponding 318 outputs. The custom designed MATLAB functions were then applied to a new set of input data completely unknown to ANNs and the results were recorded. Folder ANNmatlabDefault comprises files related to training functions Levenberg-Marquardt, Bayesian Regularization ans Scaled Conjugate Gradient. Other folders are related to other training functions: Gradient Descent, Gradient Descent with Momentum, Variable Learning Rate Gradient Descent, One Step Secant, Polak-Ribiére Conjugate Gradient, Fletcher-Powell Conjugate Gradient, Conjugate Gradient with Powell/Beale Restarts, Resilient Backpropagation and BFGS Quasi-Newton.
DOI: 10.21335/nmdc-1508183213
title: Moored measurements of ocean current, temperature and salinity from Yermak Plateau, Sep. 2014 - Aug. 2015

description: Three moorings were deployed along a south-north line on the western slope of Spitsbergen, near the southern flank of Yermak Plateau at about 80N. The moorings were densely instrumented with temperature, salinity, pressure sensors, point current meters and acoustic current profilers. The mooring records cover the period from September 2014 to August 2015. The data set from each mooring is hourly averaged and vertically gridded at 5 dbar seawater pressure levels. One data file is provided for each mooring. Y1 is the deepest, southernmost mooring at approximately 1600 m isobath. Y3 is in the middle, at about 1200 m depth and Y2 is the shallowest, northernmost mooring at about 840 m. The measurements were supported by the Research Council of Norway, through the project NICE (On Thin Ice: Role of Ocean Heat Flux in Sea Ice Melt, project number 229786).
DOI: 10.25405/data.ncl.10265012.v1
title: Database of children's therapy services in the UK v1

description: An absence of data about children's therapy services nationally is a major barrier to advancing children's allied health research, generalising current research to large scale populations and implementation of evidence-based practice and health and social care policy in the UK.<br>To address this problem, a national questionnaire survey of children's therapy services was conducted and publicly available data sources i.e. NHS Digital datasets, NHS organisation websites and annual Trust reports reviewed to capture key characteristics of children’s community and outpatient NHS occupational therapy, physiotherapy and speech and language therapy services across the UK. <br>The current database of 144 children’s NHS therapy services and their key characteristics is the first of its kind and begins to map the context of children’s therapy in the UK. To help us evaluate the impact and use of the database and develop the database further, please tell us about how you are using the data:<br>https://newcastlehealth.eu.qualtrics.com/jfe/form/SV_3xwAepy6blbzisd<br><br><br><br>
DOI: 10.3886/icpsr06943
title: Common Core of Data: Public Elementary and Secondary School Revenues and Current Expenditures, 1982-1988
title: Archival Version

description: This file provides information for the 1981-1982 school year (fiscal year 1982) through the 1987-1988 school year (fiscal year 1988) on state, intermediate, and local revenue sources, as well as instruction, support services, and noninstructional expenditure functions for public schools in the United States. Also provided are data on average daily attendance (ADA) and fixed charges.
description: State education agencies from 57 states and territories for 1982-1986 and 56 states and territories for 1987-1988.
description: Datasets: DS1: Common Core of Data: Public Elementary and Secondary School Revenues and Current Expenditures, 1982-1988
description: Schools and education agencies in the United States and its territories.
DOI: 10.5281/zenodo.3775537
title: Survey data of xylem-sap feeding Auchenorrhyncha

description: The recent outbreaks of the xylem-limited bacterium <em>Xylella fastidiosa</em> in Europe require the improvement of prevention measures and of integrated management strategies for the diseases caused by this destructive pathogen. These needs are adressed by the XF-ACTORS consortium. Within the workpackage 5 of this project, faunistic surveys have been carried out in various habitats of southern and central Europe and in olive groves in Brazil to monitor the presence of xylem-sap feeding Auchenorrhyncha as confirmed or potential vectors of <em>X. fastidiosa</em>. The metadata of the collection are reported in this database. It provides general information about the occurrence and abundance of xylem-sap feeder species in Europe. This work has received funding from the European Union’s Horizon 2020 research and innovation program under Grant Agreement No. 727987 - XF-ACTORS “Xylella Fastidiosa Active Containment Through a multidisciplinary-Oriented Research Strategy”