cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p9s5zts0
title: Stable hydrogen and oxygen isotopic compositions of precipitation samples from selected Colorado and Utah National Atmospheric Deposition Program (NADP) sites

description: The stable hydrogen (delta 2H) and oxygen (delta 18O) isotopic compositions of more than 4,300 weekly composite samples of precipitation from thirteen National Atmospheric Deposition Program (NADP) sites (CO02, CO08, CO09, CO10, CO21, CO89, CO91, CO92, CO93, CO96, CO97, CO98, and UT09) in Colorado and Utah were analyzed on archived samples obtained from NADP over various time periods between January 2001 and October 2022. The samples are from the NADP National Trends Network (NTN) with weekly sample frequency.� Data on site location, collection begin and end dates, sample volume and precipitation amounts were furnished from publicly-available NADP sources and were not evaluated for accuracy.� Measured values range between ?271.6 and +18.3 per mil for delta 2H and between ?35.19 and +6.64 per mil for delta 18O. This data set includes values from all the samples that were analyzed so that measurement uncertainty related to sample volume can be evaluated. Due to sample volume and storage times, some isotope-delta values have been flagged as being out of range for natural waters; however, the end user is responsible for evaluating all data for suitability to the intended purpose. � Data files provided here include the metadata as an .xml file, a Microsoft Office Excel .xlsx file with four spreadsheets containing the Introduction, Table 1, Table 2, and Table 3, and the individual data tables as comma-separated value .csv files.�A plot of hydrogen versus oxygen isotopic compositions is also provided as a .jpg image.�Data analysis was funded by the U.S Geological Survey (USGS) National Research Program, the USGS Water Availability and Use Science Program (WAUSP), the USGS Climate Research and Development Program, and the USGS Next Generation Water Observing System (NGWOS) Program.�
DOI: 10.6084/m9.figshare.24073156.v1
title: Multiple Imputation Through XGBoost

description: The use of multiple imputation (MI) is becoming increasingly popular for addressing missing data. Although some conventional MI approaches have been well studied and have shown empirical validity, they have limitations when processing large datasets with complex data structures. Their imputation performances usually rely on the proper specification of imputation models, and this requires expert knowledge of the inherent relations among variables. Moreover, these standard approaches tend to be computationally inefficient for medium and large datasets. In this paper, we propose a scalable MI framework mixgb, which is based on XGBoost, subsampling, and predictive mean matching. Our approach leverages the power of XGBoost, a fast implementation of gradient boosted trees, to automatically capture interactions and nonlinear relations while achieving high computational efficiency. In addition, we incorporate subsampling and predictive mean matching to reduce bias and to better account for appropriate imputation variability. The proposed framework is implemented in an R package mixgb. Supplementary materials for this article are available online.
DOI: 10.26093/cds/vizier.36500205
title: Search for transiting planets around sdBs

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'A search for transiting planets around hot subdwarfs. I. Methods and performance tests on light curves from Kepler, K2, TESS, and CHEOPS.' (bibcode: 2021A&A...650A.205V)
DOI: 10.25345/c5z31p01c
title: MassIVE MSV000092863 - Alzheimers Disease CSF Biomarkers Correlate with Early Alterations in Neuronal and Immune Response Gene Expression
title: Early Alzheimers disease (AD) pathology in hydrocephalus biopsies from elderly patients serves as a useful resource to study AD pathophysiology in living subjects. We analyze ventricular CSF from 81 patients collected at the same time as biopsy tissue with previously documented pathologic and gene expression changes. AD pathology on biopsy correlates with CSF beta-amyloid, NFL, and beta-amyloid/p-tau, while gene expression modules correlate with beta-amyloid and NFL. Proteomics highlights 7 core proteins that correlate with pathology and gene expression changes on biopsy, and we demonstrate specific inflammatory and neuronal changes that correlate with YKL-40 and NPTXR respectively. Finally, we show that metabolomic analysis of NPH CSF identifies several relevant groups that correlate with biopsy data, including fatty acid metabolic pathways that strongly correlate with beta-amyloid pathology. Taken together, this study documents concurrent changes in brain and CSF from living patients that are relevant to the early stages of AD.
DOI: 10.6084/m9.figshare.3761562.v2708
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.5281/zenodo.8239138
title: Replication package for: Credit Allocation and Macroeconomic Fluctuations

description: This package contains all the data and code necessary to produce the figures and tables in Müller and Verner (forthcoming). "Credit Allocation and Macroeconomic Fluctuations." Review of Economic Studies.
DOI: 10.5281/zenodo.8239139
title: Replication package for: Credit Allocation and Macroeconomic Fluctuations

description: This package contains all the data and code necessary to produce the figures and tables in Müller and Verner (forthcoming). "Credit Allocation and Macroeconomic Fluctuations." Review of Economic Studies.
DOI: 10.5281/zenodo.8347045
title: Replication package for: Credit Allocation and Macroeconomic Fluctuations

description: This package contains all the data and code necessary to produce the figures and tables in Müller and Verner (forthcoming). "Credit Allocation and Macroeconomic Fluctuations." Review of Economic Studies.
DOI: 10.6084/m9.figshare.24142965
title: Arctic Sea and Ice Surface Temperature

description: Dataset (L4, 5km, daily) provided by Danish Meteorological Institute and MyOcean regional data assembly centre and created using multisensor satellite surface temperature observations. Downloaded from Copernicus Marine Service.
DOI: 10.6084/m9.figshare.24142965.v1
title: Arctic Sea and Ice Surface Temperature

description: Dataset (L4, 5km, daily) provided by Danish Meteorological Institute and MyOcean regional data assembly centre and created using multisensor satellite surface temperature observations. Downloaded from Copernicus Marine Service.
DOI: 10.6084/m9.figshare.24142923
title: Data_Daum_etal_2023

description: Post-processed data used in analyses for Daum et al. 2023 (in review)
DOI: 10.6084/m9.figshare.24142923.v2
title: Data_Daum_etal_2023

description: Post-processed data used in analyses for Daum et al. 2023 (in review)
DOI: 10.6084/m9.figshare.24142923.v1
title: Data_Daum_etal_2023

description: Post-processed data used in analyses for Daum et al. 2023 (in review)
DOI: 10.17909/p1je-9b56
title: Carina pillars and globules
DOI: 10.3886/e193805
title: MAMA - outcomes paper

description: In this study, we evaluated the MAMA training, a team-based simulation training for labor and delivery (L&D) providers to improve RMC and reduce stigma in caring for WLHIV. The study was conducted in six clinical sites in the Kilimanjaro Region of Tanzania. 60 L&D providers participated in the MAMA training, which included a two-and-a-half-day workshop followed by a half-day on-site refresher. We assessed the impact of the MAMA training using a pre-post quasi-experimental design. To assess provider impacts, participants completed assessments at baseline and post-intervention periods, measuring RMC practices, HIV stigma, and self-efficacy to provide care. To evaluate patient impacts, we enrolled birthing women at the study facilities in the pre- (n=229) and post- (n=214) intervention periods and assessed self-reported RMC and perceptions of provider HIV stigma. We also collected facility-level data on the proportion of patients who gave birth by cesarean section, disaggregated by HIV status.
DOI: 10.3886/e193805v1
title: MAMA - outcomes paper

description: In this study, we evaluated the MAMA training, a team-based simulation training for labor and delivery (L&D) providers to improve RMC and reduce stigma in caring for WLHIV. The study was conducted in six clinical sites in the Kilimanjaro Region of Tanzania. 60 L&D providers participated in the MAMA training, which included a two-and-a-half-day workshop followed by a half-day on-site refresher. We assessed the impact of the MAMA training using a pre-post quasi-experimental design. To assess provider impacts, participants completed assessments at baseline and post-intervention periods, measuring RMC practices, HIV stigma, and self-efficacy to provide care. To evaluate patient impacts, we enrolled birthing women at the study facilities in the pre- (n=229) and post- (n=214) intervention periods and assessed self-reported RMC and perceptions of provider HIV stigma. We also collected facility-level data on the proportion of patients who gave birth by cesarean section, disaggregated by HIV status.
DOI: 10.25345/c5tb0z57m
title: MassIVE MSV000092864 - GNPS - vancomycin-resistant Enterococcus faecium strains preliminary
title: Preliminary analysis on extracts (pellets and supernatant) of vancomycin-resistant Enterococcus faecium strains cultured in BHI media. Untargeted LC-MS/MS acquisition performed in positive ion mode.
DOI: 10.15468/y3mw5f
title: Digital Catalogue of Biodiversity of Poland — Fungi: Ascomycota

description: The dataset presents a chapter of the Digital Catalogue of Biodiversity of Poland, comprising taxa of (infra)specific level, reported from Poland in the present administrative boundaries of the country. In this instance of the Catalogue, the list includes only taxa of confirmed occurrence, ignoring doubtful records that need verification as well as synonyms and other not valid names. Lichenized forms are excluded, grouped into a separate chapter. The occurrence of each species is supported by a published reference.
DOI: 10.15468/847rp7
title: Digital Catalogue of Biodiversity of Poland — Fungi: Basidiomycota

description: The dataset presents a chapter of the Digital Catalogue of Biodiversity of Poland, comprising taxa of (infra)specific level, reported from Poland in the present administrative boundaries of the country. In this instance of the Catalogue, the list includes only taxa of confirmed occurrence, ignoring doubtful records that need verification as well as synonyms and other not valid names. Lichenized forms are excluded, grouped into a separate chapter. The occurrence of each species is supported by a published reference.
DOI: 10.15468/nj75wa
title: Digital Catalogue of Biodiversity of Poland — Fungi: Lichenes

description: The dataset presents a chapter of the Digital Catalogue of Biodiversity of Poland, comprising taxa of (infra)specific level, reported from Poland in the present administrative boundaries of the country. In this instance of the Catalogue, the list includes only taxa of confirmed occurrence, ignoring doubtful records that need verification as well as synonyms and other not valid names. The occurrence of each species is supported by a published reference.
DOI: 10.15468/fzfcqd
title: Digital Catalogue of Biodiversity of Poland — Animalia: Arthropoda: Chelicerata: Arachnida: Acari

description: The dataset presents a chapter of the Digital Catalogue of Biodiversity of Poland, comprising taxa of (infra)specific level, reported from Poland in the present administrative boundaries of the country. In this instance of the Catalogue, the list includes only taxa of confirmed occurrence, ignoring doubtful records that need verification as well as synonyms and other not valid names. The occurrence of each species is supported by a published reference.
DOI: 10.15468/ybuhf9
title: Digital Catalogue of Biodiversity of Poland — Animalia: Arthropoda: Hexapoda: Insecta: Coleoptera: Polyphaga: Tenebrionoidea, Lymexyloidea

description: The dataset presents a chapter of the Digital Catalogue of Biodiversity of Poland, comprising taxa of (infra)specific level, reported from Poland in the present administrative boundaries of the country. In this instance of the Catalogue, the list includes only taxa of confirmed occurrence, ignoring doubtful records that need verification as well as synonyms and other not valid names. The occurrence of each species is supported by a published reference. Authorship: Tenebrionoidea: Tenebrionidae - Dariusz Iwan; Ciidae - Roman Królik; Aderidae, Anthicidae, Boridae, Meloidae, Mordellidae, Oedemeridae, Pyrochroidae, Pythidae, Ripiphoridae, Scraptiidae - Daniel Kubisz; Melandryidae, Mycetophagidae, Prostomidae, Salpingidae, Tetratomidae, Zopheridae - Piotr Tykarski; Lymexyloidea - Piotr Tykarski.
DOI: 10.3886/e192968v1-141546
title: Contextualized High School Performance: Evidence to Inform Equitable Holistic, Test-Optional, and Test-Free Admissions Policies

description: Holistic admissions practices require evaluating an applicant’s credentials in light of the opportunities available in their high school context. High school grades, test scores, and course taking are clearly related to college grades, retention, and graduation. But does performance in high school context also relate to college success? Building a unique dataset of 2.3 million students in a Midwestern state, we find that contextualized indicators of high school grades and standardized tests are strongly associated with student success in college, validating their use in holistic admissions. Contextualized grades have a stronger and more consistent association with college success than contextualized test scores, and may be most helpful at test-optional, test-blind, and broader-access colleges that have yet to adopt holistic admissions practices.<b></b>
DOI: 10.5281/zenodo.8244824
title: Dataset for Book Chapter Trace Elements and their Isotopes in Streams and Rivers

description: Dataset for Chapter Trace Elements and their Isotopes in Streams and Rivers. A dataset listing all trace element concentrations used for figures in the Chapter. The occurrence and speciation of trace elements in streams and rivers are controlled by interconnected hydrogeological, biogeochemical, and anthropogenic factors that include rock weathering, climate, vegetation, and land use within the watershed. The purpose of this chapter is to provide a broad overview of trace element abundance, speciation, and mobility in streams and rivers. We also discuss how trace elements are mobilized into stream networks and transformed during transport. Select isotopic systems are reviewed in order to provide examples of how isotopic analyses can be used to understand geochemical and anthropogenic processes. The occurrence and speciation of trace elements in streams and rivers are controlled by interconnected hydrogeological, biogeochemical, and anthropogenic factors that include rock weathering, climate, vegetation, and land use within the watershed. The purpose of this chapter is to provide a broad overview of trace element abundance, speciation, and mobility in streams and rivers. We also discuss how trace elements are mobilized into stream networks and transformed during transport. Select isotopic systems are reviewed in order to provide examples of how isotopic analyses can be used to understand geochemical and anthropogenic processes.
DOI: 10.5281/zenodo.8244823
title: Dataset for Book Chapter Trace Elements and their Isotopes in Streams and Rivers

description: Dataset for Chapter Trace Elements and their Isotopes in Streams and Rivers. A dataset listing all trace element concentrations used for figures in the Chapter. The occurrence and speciation of trace elements in streams and rivers are controlled by interconnected hydrogeological, biogeochemical, and anthropogenic factors that include rock weathering, climate, vegetation, and land use within the watershed. The purpose of this chapter is to provide a broad overview of trace element abundance, speciation, and mobility in streams and rivers. We also discuss how trace elements are mobilized into stream networks and transformed during transport. Select isotopic systems are reviewed in order to provide examples of how isotopic analyses can be used to understand geochemical and anthropogenic processes. The occurrence and speciation of trace elements in streams and rivers are controlled by interconnected hydrogeological, biogeochemical, and anthropogenic factors that include rock weathering, climate, vegetation, and land use within the watershed. The purpose of this chapter is to provide a broad overview of trace element abundance, speciation, and mobility in streams and rivers. We also discuss how trace elements are mobilized into stream networks and transformed during transport. Select isotopic systems are reviewed in order to provide examples of how isotopic analyses can be used to understand geochemical and anthropogenic processes.
DOI: 10.5281/zenodo.8347101
title: Dataset for Book Chapter Trace Elements and their Isotopes in Streams and Rivers

description: Dataset for Chapter Trace Elements and their Isotopes in Streams and Rivers. A dataset listing all trace element concentrations used for figures in the Chapter. The occurrence and speciation of trace elements in streams and rivers are controlled by interconnected hydrogeological, biogeochemical, and anthropogenic factors that include rock weathering, climate, vegetation, and land use within the watershed. The purpose of this chapter is to provide a broad overview of trace element abundance, speciation, and mobility in streams and rivers. We also discuss how trace elements are mobilized into stream networks and transformed during transport. Select isotopic systems are reviewed in order to provide examples of how isotopic analyses can be used to understand geochemical and anthropogenic processes. The occurrence and speciation of trace elements in streams and rivers are controlled by interconnected hydrogeological, biogeochemical, and anthropogenic factors that include rock weathering, climate, vegetation, and land use within the watershed. The purpose of this chapter is to provide a broad overview of trace element abundance, speciation, and mobility in streams and rivers. We also discuss how trace elements are mobilized into stream networks and transformed during transport. Select isotopic systems are reviewed in order to provide examples of how isotopic analyses can be used to understand geochemical and anthropogenic processes.
DOI: 10.5281/zenodo.8021941
title: Experimental House of Building Energetics Model Predictive Control experiment data

description: This repository hosts data from the Experimental House of Building Energetics (EHBE) of Hydro-Québec in Shawinigan.
DOI: 10.5281/zenodo.8021942
title: Experimental House of Building Energetics Model Predictive Control experiment data

description: This repository hosts data from the Experimental House of Building Energetics (EHBE) of Hydro-Québec in Shawinigan.
DOI: 10.5281/zenodo.8347088
title: Experimental House of Building Energetics Model Predictive Control experiment data

description: This repository hosts data from the Experimental House of Building Energetics (EHBE) of Hydro-Québec in Shawinigan.
DOI: 10.6084/m9.figshare.24132066
title: Data for: Székely et al The causes and implications of sex role diversity in shorebird breeding systems Figure 7

description: Data provides the occurrences of the binomial names in the scientific literature for 242 shorebird species used in Figure 7 in Székely et al The causes and implications of sex role diversity in shorebird breeding systems.Species names, alternative species names and search terms are provided along with total count of results for each search and the main breeding zone for each species.
DOI: 10.6084/m9.figshare.24132066.v1
title: Data for: Székely et al The causes and implications of sex role diversity in shorebird breeding systems Figure 7

description: Data provides the occurrences of the binomial names in the scientific literature for 242 shorebird species used in Figure 7 in Székely et al The causes and implications of sex role diversity in shorebird breeding systems.Species names, alternative species names and search terms are provided along with total count of results for each search and the main breeding zone for each species.
DOI: 10.5281/zenodo.6885144
title: TexBiG Dataset for Analysing Complex Document Layouts in the Digital Humanities

description: This is the dataset for the paper "A Dataset for Analysing Complex Document Layouts in the Digital Humanities and its Evaluation with Krippendorff ’s Alpha". TexBiG (from the German Text-Bild-Gefüge, meaning Text-Image-Structure) is a document layout analysis dataset for historical documents in the late 19th and early 20th century. The dataset provides instance segmentation (bounding boxes and polygons/masks) annotations for 19 different classes with more then 52.000 instances.<br> Annotations are manually annotated by experts and evaluated with Krippendorff's Alpha, for each document image are least two different annotators have labeled the document. Further details can be found in the Paper.
DOI: 10.5281/zenodo.8347002
title: 2023/05/03 VAMPIRES Zero Point Data

description: VAMPIRES reduced data from 2023/05/03 Behind the NIR PyWFS tests on Subaru/SCExAO. These data have been reduced with the VAMPIRES DPP and also serve as a zero point reference for "old" VAMPIRES. Note: most of this data is taken without the SCExAO Vis PyWFS, so the wavefront error is not as good as standard VAMPIRES observations.
DOI: 10.5281/zenodo.8347001
title: 2023/05/03 VAMPIRES Zero Point Data

description: VAMPIRES reduced data from 2023/05/03 Behind the NIR PyWFS tests on Subaru/SCExAO. These data have been reduced with the VAMPIRES DPP and also serve as a zero point reference for "old" VAMPIRES. Note: most of this data is taken without the SCExAO Vis PyWFS, so the wavefront error is not as good as standard VAMPIRES observations.
DOI: 10.15468/dl.yqr7qv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Octoknema hulstaertiana Germ."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058030-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5fc6v
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoapaloxylon madagascariense (Drake) Rauschert"
 ]
}

 The dataset includes 207 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058029-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93fsjx
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muscari coeleste Fomin"
 ]
}

 The dataset includes 26 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058031-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fp9wp
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoapaloxylon mandrarense Du Puy & R.Rabev."
 ]
}

 The dataset includes 50 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058032-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.