cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10869318
title: Data for: Benchmarking the Sentence-Level Simplification of Dutch Municipal Text

description: The corpus consists of 1311 automatically aligned complex-simple sentence pairs.



Original documents


For the creation of the dataset, we have used ~50 documents provided by the Communications Department of the City of Amsterdam. The documents have diverse sources and purposes (e.g. reports, citizen letters, newsletters, etc.) and cover a variety of topics (legal, medical, urban planning, etc.).

The documents were reviewed by an expert and contain edits related to simplification, but also tone of voice, spelling corrections and other improvements. For the alignment of the sentence, we have used the original and final version of the documents.



Alignment


The alignment processed consists of 2 steps. For each document, create candidate complex-simple pairs by:



aligning paragraphs (based on TF-IDF similarity)

aligning sentences within the aligned paragraphs (based on TF-IDF similarity)




Post-processeding


After the initial alignment of sentences we:



filter the candidate pairs where differences are only in capitalization or punctuation

drop duplicates

for every complex sentence where there are multiple possible simple versions, create a new entry by merging all simple versions (under the assumption that a complex sentence was simplified by splitting it into 2 or more simple sentences)

for every complex sentence, preserve the simple version with the lowest Levenshtein edit-distance




Anonymization


In order to publish the dataset, the following changes have been performed to the dataset:

We have removed:



names (including those of people with public functions such as the gemeentesecretaris) -> substituted with [NAME]

organizations (with the exception of public organization such as Gemeente Amsterdam and GGD, RIVM) -> substituted with [ORGANIZATION]

addresses (whenever they included an exact street and number) -> substituted with [ADDRESS]

phone numbers -> substituted with [NUMBER]

a handful of sentence posing privacy or information security risks, or containing otherwise sensitive information -> replaced by "xxx xxx xxx" for transparency


Finally, the anonymized version of the dataset does not contain further information about the source documents (e.g. their names), however, a document ID has been added in order to provide context information about sentences stemming from the same document.



Acknowledgements


This dataset was created by Amsterdam Intelligence for the City of Amsterdam.

We owe a special thank you to the Communications Department of the City of Amsterdam for providing us with the original 48 documents. We also thank Daniel Vlantis for providing feedback during the dataset creation and for extensive experiments with it.



License


This data is licensed under the terms of the European Union Public License 1.2 (EUPL-1.2).
DOI: 10.6084/m9.figshare.25471537
title: Raw data for Chang'an CEE paper

description: Raw data of Figures and supplementary figures for the paper entitled Release and re-enrichment of invisible gold in arsenian pyrite promoted by coupled dissolution-reprecipitation reactions
DOI: 10.6084/m9.figshare.25471873
title: <b>Better Prognosis in Surgical Aortic Valve Replacement Patients with Lower Red Cell Distribution Width: A MIMIC-IV Database Stud</b><b>y</b>

description: The aim of this study was to investigate the association between red blood cell distribution width (RDW) and outcomes in 630 patients undergoing surgical aortic valve replacement (SAVR) using MIMIC-Ⅳ database.
DOI: 10.6084/m9.figshare.25471873.v1
title: <b>Better Prognosis in Surgical Aortic Valve Replacement Patients with Lower Red Cell Distribution Width: A MIMIC-IV Database Stud</b><b>y</b>

description: The aim of this study was to investigate the association between red blood cell distribution width (RDW) and outcomes in 630 patients undergoing surgical aortic valve replacement (SAVR) using MIMIC-Ⅳ database.
DOI: 10.25500/edata.bham.00000901
title: Research data supporting the publication "Direct Reuse of Aluminium and Copper Current Collectors from Spent Lithium-ion Batteries"
DOI: 10.48577/jpl.4zaxn0
title: An Accuracy Assessment of the Surface Reflectance Product from the EMIT Imaging Spectrometer

description: The Earth surface Mineral dust source InvesTigation (EMIT) is an imaging spectrometer launched to the International Space Station in July 2022 to measure the mineral composition of Earth’s dust-producing regions. We present a systematic accuracy assessment of the EMIT surface reflectance product in two parts. First, we characterize the surface reflectance product’s overall performance using multiple independent vicarious calibration field experiments with hand-held and automated field spectrometers. We find that the EMIT surface reflectance product has a standard error of ±1.0% in absolute reflectance units for temporally coincident observations. Discrepancies rise to ±2.7 % for spectra acquired at different dates and times of day, which we attribute mainly to changes in solar geometry. Second, we develop an error budget that explains the differences between EMIT and in-situ field spectrometer data. We find that uncertainties in spatial footprints, field spectroscopy, and the EMIT-reported measurement were sufficient to explain discrepancies in most cases. Our approach did not detect any systematic calibration or reflectance errors in the timespan considered. Together, these findings demonstrate that a space-based imaging spectrometer can acquire high-quality spectra across a wide range of observational and atmospheric conditions.
DOI: 10.35097/1866
title: Raw Data to "Overcoming barriers for high temperature alloys: oxidation and ductility"

description: This dataset contains the relevant raw data of the submission "Overcoming barriers for high temperature alloys:
oxidation and ductility". All files highlighted by "MC" denote data on Cr-37.2Mo and "MSC" on Cr-36.1Mo-3Si (both alloy compositions given in at.%).

Fig1 = Scanning electron grayscale micrographs using backscattered electron contrast as *.tif images

Fig2a = area-specific mass changes (average and uncertainty in mg/cm²) as a function of oxidation time (in h); "800C" denotes 800°C and "1100C" denotes 1100°C; the dataset highlighted by "single_sample" is not averaged but determined on a single specimen

Fig2b = engineering stress-strain curves (in MPa and 1, respectively) for room temperature (= "RT") and 900°C (= "900C")

Fig2c = 1% offset yield strength (in MPa) as a function of testing temperature (in °C)

Fig2d = true work hardening (in MPa) as a function of true stress (in MPa) for room temperature (= "RT") and 900°C (= "900C")

Fig3 = Energy-dispersive X-ray spectroscopy maps as fully annotated comma-separated matrix file; the characteristic lines a highlights in the file name "CrK" = Cr-K, "MoL" = Mo-L, "SiK" = Si-K, "OK" = O-K

Fig4 = Electron backscatter diffraction maps as fully annotated *.ang file

FigS1 = X-ray diffraction patterns of the as cast condition as background-subtracted intensity (in 1) as a function of 2Theta diffraction angle (in °)

FigS2 = X-ray diffraction patterns of the oxidized material (100 h at 800°C = "800C" and 1100°C = "1100C") as background-subtracted intensity (in 1) as a function of 2Theta diffraction angle (in °)

FigS3 = Energy-dispersive X-ray spectroscopy maps as fully annotated comma-separated matrix file; the characteristic lines a highlights in the file name "CrK" = Cr-K, "MoL" = Mo-L, "OK" = O-K

FigS4 = time-dependent (in h) scale thicknesses determined form scanning electron micrographs of oxide scales (in µm); "internal_corrosion_zone" denotes the thickness of the internally oxdized regions; "800C" denotes 800°C and "1100C" denotes 1100°C

FigS5 = Electron backscatter diffraction maps as fully annotated *.ang file
DOI: 10.48577/jpl.2ax4na
title: Water Transport in the Mars Northern Polar Atmosphere: Observations and Simulations

description: This study involving both observations and simulations furthers our understanding of water transport in the northern polar region, a critical component of the global water cycle, and explores strengths and weaknesses in simulations of the polar atmosphere. Observations of the northern polar winter by the Mars Climate Sounder onboard the Mars Reconnaissance Orbiter show extensive water ice clouds over the polar ice cap throughout the 300 – 3 Pa (~10 – 50 km) vertical column within the vortex during the entire winter season. The observations also indicate the vortex evolves throughout its depth on a broad range of timescales, from sub-diurnal through seasonal. Time sequences of these data together with results from a Mars global circulation model and EMARS reanalysis (Ensemble Mars Atmosphere Reanalysis System) are used to study the evolution of the winter polar atmosphere and to examine dynamical mechanisms for transporting water across the vortex boundary. Model simulations and reanalysis show similar temperature structure to observations, although they struggle to reproduce some of the detailed features such as the extent of polar warming above the vortex and the magnitude of the temperature minima inside the vortex. The free run model also fails to capture the vertical distributed water ice cloud, due to a general absence transport across the vortex boundary. EMARS results, with assimilated MCS temperatures, show a greater amount of water entering the vortex at altitudes above 200 Pa and the vertically extended cloud seen in the observations.
DOI: 10.48577/jpl.qkaf2r
title: Chemical Kinetic Study of the Reaction of CH2OO with CH3O2

description: Criegee intermediates play an important role in the oxidizing capacity of the Earth's troposphere. Although their reactivity has been studied extensively in the past, their reactions with radical species remain underexplored. We have investigated the reaction of the simplest Criegee intermediate, CH2OO, with the methyl peroxy radical, CH3O2, as a model system to explore the reactivity between Criegee intermediates and peroxy radicals. Using a multipass UV-Vis spectrometer coupled to a pulsed-laser photolysis flow reactor, CH2OO and CH3O2 were generated simultaneously from the photolysis of CH2I2/CH3I/O2/N2 mixtures with CH2OO measured directly near 340nm. We determined a reaction rate coefficient kCH2OO+CH3O2 = (1.6 ± 0.5)1011 cm3 s1 at 294 K and 10 Torr, where the influence of iodine adducts is reduced. This rate coefficient is faster than previous theoretical predictions, highlighting the challenges in accurately describing the interaction between zwitterionic and bi-radical characteristics of Criegee intermediates.
DOI: 10.48577/jpl.zhlti5
title: Linkages between atmospheric rivers and humid heat across the United States

description: The global increase in atmospheric water vapor due to climate change tends to heighten the dangers associ- ated with both humid heat and heavy precipitation. Process- linked connections between these two extremes, particularly those which cause them to occur close together in space or time, are of special concern for impacts. Here we investigate how atmospheric rivers relate to the risk of summertime hu- mid heat in the United States. We find that the hazards of atmospheric rivers and humid heat often occur in close prox- imity, most notably across the northern third of the United States. In this region, high levels of water vapor – result- ing from the spatially organized horizontal moisture plumes that characterize atmospheric rivers – act to amplify humid heat, generally during the transition from dry high-pressure ridge conditions to wet low-pressure trough conditions. In contrast, the US Southeast, Southwest, and Northwest tend to experience atmospheric rivers and humid heat separately, representing an important negative correlation of joint risk.
DOI: 10.6084/m9.figshare.24679884.v2
title: Supplemental Material ( Figure, Table, Video)

description: Thyroid dysgenesis (TD) is the common pathogenic mechanism of congenital hypothyroidism (CH). In addition, known pathogenic genes are limited to those that are directly involved in thyroid development. To identify additional candidate pathogenetic genes, we performed forward genetic screening for TD in zebrafish, followed by positional cloning. The candidate gene was confirmed in vitro using the Nthy-ori 3.1 cell line and in vivo using a zebrafish model organism. We obtained a novel zebrafish line with thyroid dysgenesis and identified the candidate pathogenetic gene<i> taf1 </i>by positional cloning. Further molecular studies revealed that <i>taf1</i> was needed for the proliferation of thyroid follicular cells by binding to the <i>NOTCH1</i> promoter region. Knockdown of <i>TAF1</i> impaired the proliferation and maturation of thyroid cells, thereby leading to thyroid dysplasia. This study showed that <i>TAF1</i> promoted Notch signaling and that this association played a pivotal role in thyroid development.
DOI: 10.17870/bathspa.25459768
title: <b>(Un)Doing-Being Together-Apart </b>(part of Doing Together 2023)

description: doing together is a yearly two-day making and sharing practice symposium at Locksbrook Campus, hosted by Bath Spa University’s Centre of Cultural and Creative Industries and Art Research Centre. Workshops, delivered by staff and PGR students from across the University, share practice-based research methods and a broad range of approaches to practice. doing together is proposed as a generous space to make/do/share and discuss practice with colleagues from a range of different Schools. Throughout the symposium, facilitators - alongside participants - test out ways of doing together in an effort to make their practice-based research explicit, rather than simply describe it.Doing Together 2023 was concluded with a plenary session delivered by Dr Emma Cocker (Associate Professor, Nottingham School of Art & Design) who shared her thoughts & findings from the symposium. She has since written '<b><i>(Un)Doing-Being Together-Apart</i></b>', an essay that reworks the transcript of the plenary session (with additional references). The text is an attempt to 'remain in fidelity to the texture of the unfolding reflections that were offered during the experiential liveness of the event itself’.Text published 22 March 2024.<b>Emma Cocker</b> is a writer-artist and Associate Professor in Fine Art, Nottingham Trent University, UK. Her research includes diverse process-oriented, dialogic-collaborative and aesthetic-poetic approaches to working <i>with</i><i> </i>and <i>through</i> language, involving an ecology of embodied, relational and performative writing, reading, conversation and listening-based practices. Cocker’s writing is published in <i>Failure,</i> 2010; <i>Stillness in a Mobile World</i>, 2011; <i>Drawing a Hypothesis: Figures of Thought</i>, 2011; <i>On Not Knowing: How Artists Think</i>, 2013; <i>The Creative Critic: Writing as/about Practice</i>, 2018; <i>Live Coding: A User’s Manual</i>, 2022; <i>Writing Choreography: Textualities of and beyond Dance,</i><i> </i>2024, and the solo collections, <i>The Yes of the No</i>, 2016, and <i>How Do You Do?,</i> 2024. She is co-founder of the Society for Artistic Research Special Interest Group for Language-based Artistic Research, 2019.
DOI: 10.17870/bathspa.25459768.v1
title: <b>(Un)Doing-Being Together-Apart </b>(part of Doing Together 2023)

description: doing together is a yearly two-day making and sharing practice symposium at Locksbrook Campus, hosted by Bath Spa University’s Centre of Cultural and Creative Industries and Art Research Centre. Workshops, delivered by staff and PGR students from across the University, share practice-based research methods and a broad range of approaches to practice. doing together is proposed as a generous space to make/do/share and discuss practice with colleagues from a range of different Schools. Throughout the symposium, facilitators - alongside participants - test out ways of doing together in an effort to make their practice-based research explicit, rather than simply describe it.Doing Together 2023 was concluded with a plenary session delivered by Dr Emma Cocker (Associate Professor, Nottingham School of Art & Design) who shared her thoughts & findings from the symposium. She has since written '<b><i>(Un)Doing-Being Together-Apart</i></b>', an essay that reworks the transcript of the plenary session (with additional references). The text is an attempt to 'remain in fidelity to the texture of the unfolding reflections that were offered during the experiential liveness of the event itself’.Text published 22 March 2024.<b>Emma Cocker</b> is a writer-artist and Associate Professor in Fine Art, Nottingham Trent University, UK. Her research includes diverse process-oriented, dialogic-collaborative and aesthetic-poetic approaches to working <i>with</i><i> </i>and <i>through</i> language, involving an ecology of embodied, relational and performative writing, reading, conversation and listening-based practices. Cocker’s writing is published in <i>Failure,</i> 2010; <i>Stillness in a Mobile World</i>, 2011; <i>Drawing a Hypothesis: Figures of Thought</i>, 2011; <i>On Not Knowing: How Artists Think</i>, 2013; <i>The Creative Critic: Writing as/about Practice</i>, 2018; <i>Live Coding: A User’s Manual</i>, 2022; <i>Writing Choreography: Textualities of and beyond Dance,</i><i> </i>2024, and the solo collections, <i>The Yes of the No</i>, 2016, and <i>How Do You Do?,</i> 2024. She is co-founder of the Society for Artistic Research Special Interest Group for Language-based Artistic Research, 2019.
DOI: 10.34808/f2fs-j810
title: Antifungal activity of propolis extracts, screening and kinetic data

description: This folder contains results of our studies aiming in determination of antifungal potential of ethanolic extracts of propolis and components of this product. In details, MIC, MFC values were determined and kill time assays were performed.
DOI: 10.5281/zenodo.10189705
title: Dataset for manuscript: How energy dissipation mode controls the evolution of multiple hydraulic fractures

description: Numerical results and codes to generate the figures for the manuscript "How energy dissipation mode controls the evolution of multiple hydraulic fractures".
DOI: 10.5281/zenodo.10189704
title: Dataset for manuscript: How energy dissipation mode controls the evolution of multiple plane-strain hydraulic fractures

description: Numerical results and codes to generate the figures for the manuscript "How energy dissipation mode controls the evolution of multiple plane-strain hydraulic fractures".
DOI: 10.25500/edata.bham.00000964
title: Research data supporting “Modelling the dispersion of particle number concentrations in the West Midlands, UK using the ADMS-Urban model”
DOI: 10.6073/pasta/aac07c4fc6ba055ea0c40cd47db26f62
title: Above ground plant and below ground stem biomass in the Arctic LTER acidic tussock tundra experimental plots, 2002, Toolik Lake, Alaska.

description: Above ground plant and below ground stem biomass and their carbon and nitrogen content was measured in the Arctic LTER moist acidic tussock tundra experimental plots(MAT89). Treatments included control, nitrogen plus phosphorus amended plots for either 6 or 13 years and vole exclosure plots with or without amends of nitrogen and phosphorus.
 Note: The added Carbon and Nitrogen values were incorrectly added to the data sheet. A block of data was repeated for all treatments. In version 14 the values were corrected.
DOI: 10.34808/jer5-7g11
title: Research 1: Heterojunction of (P, S) co-doped g-C3N4 and 2D TiO2 for improved carbamazepine and acetaminophen photocatalytic degradation

description: The first research article consisted on the synthesis of phosphorus and sulfur co-doped graphitic carbon nitride incorporated in 2D TiO2 structure for solar-driven degradation of emerging pollutants from the group of pharmaceuticals not susceptible to biodegradation. The hybrid photocatalysts with different loadings of (P, S)-doped g-C3N4 were characterized by X-ray diffraction (XRD), Fourier transform infrared spectroscopy (FT-IR), UV-vis diffuse reflectance spectroscopy (DR/UV-vis), photoluminescence (PL) spectroscopy, X-ray photoelectron spectroscopy (XPS), Raman spectroscopy, and transmission electron microscopy (TEM). The P, S-g-C3N4/TiO2 composite with optimal doping showed enhanced photocatalytic activity for carbamazepine and acetaminophen degradation. 100% degradation of CBZ (carbamazepine) was achieved in 30 minutes, and complete removal of ACT (acetaminophen) was observed in 120 minutes. The composite also showed high mineralization efficiency. Regarding reusability, the performance of (P, S)-doped g-C3N4/ 2D TiO2 (5%) photocatalyst was stable after subsequent cycles of carbamazepine and acetaminophen degradation.
https://doi.org/10.1016/j.seppur.2023.123320
DOI: 10.6084/m9.figshare.25471975
title: metadata_fish.csv

description: Metadata for the fish.csv dataset
DOI: 10.6084/m9.figshare.25471978
title: metadata_transect.csv

description: Metadata for the transect.csv data file
DOI: 10.6084/m9.figshare.25471969
title: fish.csv

description: Dataset on individual fish (Acanthurus tractus) observed during SCUBA transects around the island of Curacao. Contains information on the number of lesions (spots) on one side of each fish caused by trematode infection.
DOI: 10.6084/m9.figshare.25472086
title: transect.csv

description: Dataset summarizing average lesion (spot) count on ocean surgeonfish (Acanthurus tractus) observed during SCUBA transects around the island of Curacao. Contains information on the average number of lesions (spots) per fish.
DOI: 10.5281/zenodo.4298706
title: Seismic moment tensor solutions of Mw > 3.4 earthquakes occurred between 2002 and 2023 in the Southeastern Alps

description: Seismic moment tensor solutions of 63 earthquakes with 3.4≤ Mw≤ 5.1 occurring from 2002 to 2023 in the Southeastern Alps and strict surroundings (latitude 45°N-47.5°N and longitude 10°E-15°E). The seismograms have been recorded and acquired by the OGS - North-Eastern Italy Seismic and Deformation Network (https://doi.org/10.7914/SN/OX). 

For more details:

Saraò A., Sugan M., Bressan G., Renner G., and Restivo A.: A focal mechanism catalogue of earthquakes that occurred in the southeastern Alps and surrounding areas from 1928–2019, Earth Syst. Sci. Data, 13, 2245–2258, https://doi.org/10.5194/essd-13-2245-2021, 2021.
DOI: 10.6084/m9.figshare.23538474
title: Data and code for: Short periods of decreased water flow may modulate long-term ocean acidification in reef-building corals

description: Data and computer code (R script) corresponding to the analyses presented in the research article <b>“Short periods of decreased water flow may modulate long-term ocean acidification in reef-building corals”</b>.Data files contain raw data and the processed data obtained from it.Data will be uploaded after publication.
DOI: 10.6084/m9.figshare.23538474.v1
title: Data for: Short periods of decreased water flow may mitigate long-term ocean acidification in reef-building corals

description: Raw data and the processed data obtained from it presented in the research article <strong>“Short periods of decreased water flow may mitigate long-term ocean acidification in reef-building corals”</strong>.
Data will be uploaded after publication.
DOI: 10.6084/m9.figshare.23538474.v2
title: Data and code for: Short periods of decreased water flow may modulate long-term ocean acidification in reef-building corals

description: Data and computer code (R script) corresponding to the analyses presented in the research article <b>“Short periods of decreased water flow may modulate long-term ocean acidification in reef-building corals”</b>.Data files contain raw data and the processed data obtained from it.Data will be uploaded after publication.