cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5105817
title: Raw Dataset for UNFCCC SBSTA Ocean Dialogue Submission Analysis

description: This raw dataset accompanies the manuscript titled "A New Way Forward for Ocean Climate Policy as Reflected in the UNFCCC Ocean and Climate Change Dialogue Submissions", submitted by co-authors to the journal Climate Policy. In order to evaluate the Ocean Dialogue submissions, we identified key themes reflected in the text and defined subtopics within each theme. Each of the 47 submissions was independently reviewed by two of the co-authors (typically one natural scientist and one with expertise in law or policy). Reviewers recorded the number of times each theme was mentioned within a submission. Totals for each submission were averaged across the two reviewers, to decrease biases from individual-level differences in annotation. The averaged counts are presented in two tables. Table OD 1 for Party submissions and Table OD2 for non Party submissions. The Non-Party acronyms are explained in Figure 1 of the manuscript text. In Table OD1, Party submissions are indicated as coming from Annex 1 Parties (i.e. More highly developed economies), Non-Annex 1 Parties, or representing Group Submissions (see UNFCCC website for further description of differentiation between Annex 1 and non-Annex 1 Parties: https://unfccc.int/parties-observers). The last table (OD Submission Length) shows the total page count for each of the 47 Ocean Dialogue submissions analyzed, ordered from shortest to longest.
DOI: 10.5281/zenodo.7369735
title: Dataset for "The effect of parallel electron plateau on banded chorus generation: 1-D PIC simulations in mirror geometry"

description: Dataset for a paper "The effect of parallel electron plateau on banded chorus generation: 1-D PIC simulations in mirror geometry"
DOI: 10.5281/zenodo.7500866
title: Accompanying data for the open-source book Modeling of Hydrological Systems in Semi-Arid Central Asia

description: This data set is used to reproduce examples in the open-source book "Modeling of Hydrological Systems in Semi-Arid Central Asia" which is part of a free course on hydrological modeling in Central Asia. The course teaches how to use publicly available data to implement a hydrological model for climate impact studies (Marti et al., 2023). To use the data set to reproduce the examples in the book: Download the book from https://doi.org/10.5281/zenodo.6350042 and this data set to the same hierarchical level in your file system: |- caham_book<br> |- caham_data<br> |- AmuDarya<br> |- central_asia_domain<br> |- student_case_study_basins<br> |- SyrDarya You will need a working installation of R (https://www.r-project.org/) and a GUI (e.g. Posit, formerly RStudio https://posit.co/) to reproduce the scripted examples in the book. Once your software is set up, you can proceed to run the examples.
description: Funded by the Blue Peace Central Asia Programme at the Swiss Agency for Development and Cooperation
DOI: 10.6084/m9.figshare.16699594.v1
title: ILIAD data - cleaned

description: A secondary data analysis was conducted to using data from the Independent Lexical Instruction and Development (ILIAD) project, a supplementary vocabulary program that taught 377 sophisticated vocabulary words across three years to 350 first, second, and third grade students (Goldstein et al., 2017). Two outcome measures were used to assess word learning, a decontextualized definition task and an expressive labeling task. A word was considered learned when children defined and/or labeled vocabulary targets, respectively. The target vocabulary words were characterized for analysis based on available database estimates of their individual word frequency, age of acquisition, phonotactic probability, neighborhood density, and level of concreteness. First, we compare how well the models fit the data using the full ILIAD dataset (first, second, and third, grades combined). While we want to highlight the differences in modeling techniques for each individual grade level, it would be exhaustive. We randomly selected data from first grade to illustrate the unique differences between MARS, multiple regression, and stepwise regression. This data contains lexical characteristics and decontextualized and expressive learning outcomes for 143 vocabulary words.
DOI: 10.6084/m9.figshare.20066087
title: ROB2_IRPG_beta_v7_IMT_COP.xlsm

description: This is our risk of bias assessment using the ROB 2.0 tool for our Cochrane systematic review: inspiratory muscle training, with or without concomitant pulmonary rehabilitation, for chronic obstructive pulmonary disease.
DOI: 10.6084/m9.figshare.20066087.v1
title: ROB2_IRPG_beta_v7_IMT_COP.xlsm

description: This is our risk of bias assessment using the ROB 2.0 tool for our Cochrane systematic review: inspiratory muscle training, with or without concomitant pulmonary rehabilitation, for chronic obstructive pulmonary disease.
DOI: 10.6084/m9.figshare.20371458
title: Raw data of identifications Lima et al. (2022)

description: Raw data of identifications of cuticular compounds found on <em>Enchenopa</em> <em>concolor</em> and <em>Enchenopa gracilis</em> nymphs and their host plants <em>Senegalia polyphylla</em> and <em>Luehea grandiflora </em>from the manuscript Lima et al. (2022) Plant-treehopper convergence.
DOI: 10.6084/m9.figshare.21779321.v1
title: Data for Quantitative analysis of species distribution of the Mississippian Zaphrentites delanouei group from the Vale of Glamorgan, UK

description: Data sets for Markov Chain Monte Carlo, Branching Process, T-Tests, and Galton-Watson probablity of extinction.
DOI: 10.17632/dyz85wzhcn.2
title: Detailed experimental data of long-term effect of photovoltaics self-heating (PVSH) on PV modules

description: Detailed data of the various stages of the long-term PVSH experiments, including electrical performance tests, wet leakage current tests, insulation tests, and electroluminescence tests on the PV module samples at various stages of the reverse energization. The damp heat tests and hot-spot endurance tests were conducted after 1000-hour reverse energization and their data are listed here. All the tests were carried out in strict accordance with IEC 61215-2 2016 standards in the process laboratory of Hefei JA Solar Technology Co., Std.
DOI: 10.21227/49yg-5d21
title: Energy-efficient indoor localization WiFi-fingerprint dataset

description: WiFi measurements dataset for WiFi fingerprint indoor localization compiled on the first and ground floors of the Escuela Técnica Superior de Ingeniería Informática, in Seville, Spain. The facility has 24.000 m² approximately, although only accessible areas were compiled. The dataset is made up of two elements: training, consisting of 7175 wifi fingerprints in 489 different locations; and testing, consisting of 390 test samples with two different mobile devices and one sample per location, this testing dataset was compiled two days after the training compilation by taking samples at random locations. The training set also include magnetic magnitude values compiled with Android magnetic field sensor API.
DOI: 10.34740/kaggle/dsv/1546097
title: Patient Survival After One Year of Treatment
DOI: 10.48670/moi-00312
title: Baltic Sea - L3S Sea Surface Temperature Reprocessed
DOI: 10.5281/zenodo.5091627
title: SPLReePlan Data set

description: SPLReePlan Evaluation data set and documentation.
DOI: 10.6073/pasta/b73f0b4a97ccef80249eb09b619979d5
title: Underwater temperature, light, and dissolved oxygen data from 3 mini-buoys in Lake Sunapee, NH, USA from June to October 2018

description: Three mini-buoys were deployed during a portion of the ice-off period of 2018 in Lake Sunapee, NH, USA with HOBO temperature sensors at various depths below the water’s surface. Temperature data were collected using HOBO pendant temperature and HOBO pendant temperature/light sensors at descending depths between 0.1m and the nearest whole and/or half meter increments below the water surface and above the sediment/water interface at 10 minute intervals. Two buoys (Georges Mills and Herrick Cove) also had miniDOT (PME) dissolved oxygen and temperature sensors placed 1.75 meters below the surface. The buoys were located in cove areas of the lake in the north east arm of the lake (Herrick Cove, 0.1m – 6.5m), the west side of the southern area of the lake near Lake Sunapee State Beach (State Beach, 0.1m – 2.5m) and the northwest arm of the lake (George’s Mills, 0.1m -7m). This data has been QAQC’d to remove obviously errant data and artifacts of buoy maintenance visits.
DOI: 10.17043/scaini-2023-catchment-1
title: Catchment-scale, 5-year means hydro-climatic, edaphic, agricultural and nutrient efficiency data in the United States
DOI: 10.17632/m73v9ybkpx.2
title: Confinamiento y aislamiento. La otra pandemia en el ámbito social

description: Para la realización de la investigación se aplicaron 45 entrevistas en profundidad en total, donde el 60.0% del total corresponden a mujeres (27 entrevistas) y el 40.0% restantes, se aplicaron a hombres (18 entrevistas), la guía de entrevista, estructurada a partir de ejes que incluyeron categorías centrales sobre la experiencia del aislamiento, el confinamiento, la interacción social, entre otras, se aplicó a todos los informantes de manera básica pero manteniendo un margen flexible de producción del discurso según cada contexto de conversación, para la selección de los participantes, se consideraron criterios de inclusión como la mayoría de edad, la distribución por nivel socioeconómico y por diversidad de escolaridad
DOI: 10.18112/openneuro.ds004359.v1.0.0
title: SixthSense
DOI: 10.21227/6emh-wb46
title: ErrP-Dataset

description: ErrP dataset of 8 subjects
DOI: 10.34740/kaggle/dsv/1347344
title: DLAI3 Hackathon Phase3 COVID-19 CXR Challenge
DOI: 10.5066/p97qiywf
title: KiteNest modeling scripts and output

description: KiteNest is a spatially explicit model of Everglades snail kite (Rostrhamus sociabilis plumbeus) relative nest site selection that quantifies the relationships between a range of environmental factors and nest site selection specific to the southern portion of the species' range. Using hydrologic conditions such as mean 2-week water depth and water depth change rate, days since the last fire, distance to the nearest fire within the last year, and percent canopy cover, KiteNest provides biweekly probabilities of relative snail kite nest site selection on a 400 x 400 m grid. Here we provide the scripts to extract and calculate the model inputs, generate the model, validate the model, and produce predictions of snail kite relative nest site selection across the landscape from 1996 through 2017. A NetCDF of these predicted probabilities is also provided for users. For full details of the model development process, see Larger Work citation.
DOI: 10.5281/zenodo.4660832
title: Data in support of the publication "Probing the Atmospheric Cl Isotopic Ratio on Mars: Implications for Planetary Evolution and Atmospheric Chemistry" on Geophysical Research Letters

description: These data show the vertical profiles and the spectrum represented in Figure 2 of the paper and in FIgure S2 of the Supplementary Materials.
DOI: 10.5281/zenodo.5336460
title: Ground-based vertical observations of atmospheric composition from field campaign on the Tibetan Plateau

description: We introduce a long-term (2017-2019) vertical observational dataset of atmospheric composition in the TP from MAX-DOAS, a passive remote sensing technique.
DOI: 10.5281/zenodo.7199494
title: Performance Criteria and Example Parameter Sets Comparing Different Variants of the Ensemble Kalman Filter as Applied to Volcanology

description: This dataset contains the results of various Ensemble Kalman Filter (EnKF) inversions in which synthetic GNSS and InSAR observations from an inflating magma system are assimilated into numerical models of rock deformation around a pressurized ellipsoidal magma reservoir. Each inversion uses a different variant of the EnKF, with changes to workflow meta-parameters such as the number of ensemble members or the particular update algorithm used. In particular, each filter variant is evaluated by comparing the final output model to the original synthetic model. The specific performance criteria used include (1) the root mean square error (RMSE) between the model predictions and the assimilated observations, as well as normalized misfit terms measuring the filter's ability to resolve (2) reservoir wall tensile stress, (3) easily-observable unique parameters such as reservoir position and aspect ratio, and (4) difficult-to-derive non-unique parameters such as the specific size and internal pressure of the reservoir. The assimilated data include two different scenarios, one in which inflation is caused by pressurization and another in which it is driven by a lateral reservoir expansion. Both datasets are tested with each EnKF variant. Finally, we include example matrices from within an EnKF update step to demonstrate inter-parameter correlations that develop during the assimilation and how they can be mitigated through randomization.
DOI: 10.5281/zenodo.7265457
title: Meta-analysis on necessary investment shifts to reach net zero pathways in Europe

description: This is the code and the data necessary to reproduce the six main figures and the t-test presented in the supplementary information of the publication "Meta-analysis on necessary investment shifts to reach net zero pathways in Europe". DOI: 10.1038/s41558-022-01549-5
DOI: 10.5285/a58b9c8a724e4ec795a40a74455462b7
title: MIDAS Open: UK hourly rainfall data, v201908

description: The UK hourly rainfall data contain the rainfall amount (and duration from tilting syphon gauges) during the hour (or hours) ending at the specified time. The data also contains precipitation amounts, however precipitation measured over 24 hours are not stored. Over time a range of rain gauges have been used - see the linked MIDAS User Guide for further details. This version supersedes the previous version of this dataset and a change log is available in the archive, and in the linked documentation for this record, detailing the differences between this version and the previous version. The change logs detail new, replaced and removed data. The data were collected by observation stations operated by the Met Office across the UK and transmitted within the following message types: NCM, AWSHRLY, DLY3208, SREW and SSER. The data spans from 1915 to 2018. This dataset is part of the Midas-open dataset collection made available by the Met Office under the UK Open Government Licence, containing only UK mainland land surface observations owned or operated by the Met Office. It is a subset of the fuller, restricted Met Office Integrated Data Archive System (MIDAS) Land and Marine Surface Stations dataset, also available through the Centre for Environmental Data Analysis - see the related dataset section on this record. A large proportion of the UK raingauge observing network (associated with WAHRAIN, WADRAIN and WAMRAIN for hourly, daily and monthly rainfall measurements respectively) is operated by other agencies beyond the Met Office, and are consequently currently excluded from the Midas-open dataset.
DOI: 10.6084/m9.figshare.16691323.v1
title: Fish_growth_data_set

description: Daily increment of fish otoliths of chub young of the year, they length at capture and the environmental conditions in which they grew up (sector, year, temperature, discharge).
DOI: 10.6084/m9.figshare.21757133.v1
title: Liu_Ecosphere.xlsx

description: Responses of nutrient resorption to interannual precipitation variability and nitrogen addition in a pine plantation
DOI: 10.5066/p9j9nynd
title: Digital hydrologic and geospatial data for the Rio Grande transboundary integrated hydrologic model and water-availability analysis, New Mexico and Texas, United States, and Northern Chihuahua, Mexico

description: Digital hydrologic and geospatial data for the Rio Grande transboundary integrated hydrologic model and water-availability analysis, New Mexico and Texas, United States, and Northern Chihuahua, Mexico
DOI: 10.17632/g7tjh7tbrj.1
title: ChemTables Sample: dataset for table classification in chemical patents

description: Chemical patents are a commonly used channel for disclosing novel compounds and reactions, and hence represent important resources for chemical and pharmaceutical research. Key chemical data in patents is often presented in tables. Both the number and the size of the tables can be very large in patent documents. In addition, various types of information can be presented in tables in patents, including spectroscopic and physical data, or pharmacological use and effects of chemicals. Categorisation of tables based on the nature of their content can help to support finding tables containing key information, improving the accessibility of information in patents that is highly relevant for new inventions. To enable the research on methods for automatic table categorization, we developed a new dataset, called ChemTables, which consists of 7,886 chemical patent tables with labels of their content type. This sample is 10% of the created ChemTables dataset. We also provide a stratified 60:20:20 split for train/dev/test set here, which can be used as a standard split for evaluating methods on table categorization task on this dataset.
DOI: 10.5281/zenodo.5729640
title: Proofs from interactive and automated theorem provers to evaluate Kontroli & Dedukti

description: This dataset contains proofs in the Dedukti format<br> from the interactive theorem provers (ITPs) Matita, HOL Light, and Isabelle/HOL, as well as<br> from the automated theorem provers (ATPs) iProver Modulo and Zenon Modulo.<br> This data is used in the evaluation of the proof checkers Kontroli and Dedukti.
DOI: 10.5281/zenodo.7429639
title: Data and Code for figures of "Long-range transport and fate of DMS-oxidation products in the free troposphere derived from observations at the high-altitude research station Chacaltaya (5240 m a.s.l.) in the Bolivian Andes"

description: This database includes the material to create the figures in "Measurement Report: Long-range transport and fate of DMS-oxidation products in the free troposphere derived from observations at the high-altitude research station Chacaltaya (5240 m a.s.l.) in the Bolivian Andes" and the analyzed time series of all atmospheric variables presented.
DOI: 10.5281/zenodo.7467163
title: Femtosecond electron diffraction data of CsPbBr3 nanocrystals

description: Femtosecond electron diffraction data of CsPbBr3 nanocrystals, acquired at the Fritz Haber Institute in Berlin. All measurements are performed at room temperature.
description: Acknowledgement: this work was funded by the Max Planck-EPFL-Center for Molecular Nanoscience and Technology, the Max Planck Society, the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program (Grant Agreement Number ERC-2015-CoG-682843), and partially by the Deutsche Forschungsgemeinschaft (DFG) - Projektnummer 182087777 - SFB 951. H.S. acknowledges support by the Swiss National Science Foundation under Grant No. P2SKP2_184100. V.C.A.T. acknowledges financial support from the Alexander von Humboldt Foundation. M.I.B. thanks for the support from the Swiss National Science Foundation (grant number 200021_192308, project Q-Light). M. I. B. and M.V.K acknowledge support by the Research and Innovation Foundation of Cyprus, under the "New Strategic Infrastructure Units-Young Scientists" Program, grant agreement number "INFRASTRUCTURES/1216/0004", Acronym "NANOSONICS". M. I. B. and M.V.K are grateful for the use of the Empa Electron Microscopy Center facilities. Y.W.W acknowledges funding from the DFG within the Emmy Noether program under Grant No. RE 3977/1, as well as the TRR 227 (Project A10).
DOI: 10.5281/zenodo.7488833
title: Spatial distribution of Mesozoic deposits and their temperature ranges within the Weser-Wiehengebirge Syncline of the inverted Lower Saxony Basin, Minden area, Germany

description: This repository contains the supplementary material for the publication "Spatial distribution of Mesozoic deposits and their temperature ranges within the Weser-Wiehengebirge Syncline of the inverted Lower Saxony Basin, Minden area, Germany" by Alexander Jüstel, Olga Knaub, Frank Strozyk, Gregor Bussmann, Florian Wellmann, Peter Kukla. <br>
DOI: 10.5291/ill-data.7-03-184
title: Fluorite-type solid electrolytes with complex oxide ion diffusion mechanisms
DOI: 10.6084/m9.figshare.21118852
title: Supplementary Material for: Demographic Gaps and Requirements for Participation: A Systematic Review of Clinical Trial Designs in Hidradenitis Suppurativa

description: <b><i>Background:</i></b> Hidradenitis suppurativa (HS) is a chronic inflammatory disease that disproportionally affects women, as well as Black and biracial individuals. While adalimumab remains the only therapy approved by the Food and Drug Administration for HS, many HS clinical trials for novel and re-tasked therapies are ongoing or upcoming. To optimize treatment equity, reflect the patient population, and facilitate trial participation, it is important to elucidate aspects of clinical trial protocols that may systematically exclude specific patient groups or impose hardships. <b><i>Objective:</i></b> The study aimed to systematically review inclusion and exclusion criteria as well as participant demographics in HS clinical trials. <b><i>Methods:</i></b> A literature search of PubMed, Embase, Cochrane Central, and Web of Science databases was conducted. Peer-reviewed publications of randomized controlled trials that were written in English and had at least 10 participants were included. Title and abstract screening and data extraction were completed by two independent reviewers, with disagreements resolved by a third. <b><i>Results:</i></b> Twenty-three studies totaling 1,496 adult participants met the inclusion criteria. Race and ethnicity were not reported in 473/1,496 (31.6%) and 1,420/1,496 (94.9%) trial participants, respectively. Trial participants were predominantly white (811/1,023, 79.3%) and female (1,057/1,457, 72.5%). The median of each study’s average age was 35.7 years (IQR 33.5–38.0), and 17/23 (73.9%) trials excluded pediatric patients. Nearly all participants had Hurley Stage II (499/958, 52.0%) or Hurley Stage III (385/958, 40.2%) disease. Many trials excluded patients who were pregnant (19/23, 82.6%) and breastfeeding (13/23, 56.5%), or who had HS that was “too severe” (8/23, 34.8%) or “too mild” (16/23, 70.0%). Frequently, trial protocols required prolonged washout periods from HS therapies, relatively long duration in the study’s placebo arm, and prohibited concurrent analgesic use. <b><i>Conclusions:</i></b> This systematic review of 23 HS clinical trials totaling 1,496 participants identified substantial hardships imposed by trial participation, high rates of missing race and ethnicity data, and low representation of key patient groups, including those who identify as Black. Future trials with pragmatic study designs, broader inclusion criteria, and study sites in diverse communities may alleviate burdens of trial participation and improve enrollment of diverse patient groups.