cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p9umfbde
title: National Surface Water Maps using Daily MODIS Satellite Data for the Conterminous United States, 2003-2019

description: Members from the U.S. Geological Survey (USGS) Patterns in the Landscape - Analyses of Cause and Effect (PLACE) team are releasing monthly surface water maps for the conterminous United States (U.S.) from 2003 through 2019 as 250-meter resolution geoTIFF files. The maps were produced using the Dynamic Surface Water Extent (DSWE) algorithm applied to daily Moderate Resolution Imaging Spectroradiometer (MODIS) imagery (DSWEmod) (Soulard et al., 2021) - see associated items. The DSWEmod model classifies the landscape (i.e., each MODIS pixel) into different classes of surface water based on quantified levels of confidence, including, i) high-confidence surface water (class 1), ii) moderate-confidence surface water (class 2), iii) potential wetland (class 3), and iv) low-confidence water/wetland (class 4), as well as a not-water class (class 0) and a no-data class (class 9). This data release consists of a Parent Directory and 18 Child Items. The Parent Directory includes a zipped folder housing the complete monthly DSWEmod surface water maps for the conterminous United States from 2003 through 2019 represented in 17 multiband images, equating to one image for each year from 2003 through 2019. Each annual image - available as separate Child Items (n = 17) - consists of 12 bands, where each band value from 1-12 represents sequential months from January (Band 1) to December (Band 12). Such a structure allows for a user to download either the full time-series of DSWEmod products or a user-specified set of years. The DSWEmod surface water maps were used for a study conducted by the PLACE team quantifying seasonal and annual surface water trends within Environmental Protection Agency (EPA) Level I and Level III Ecoregions (Omernik, 1987) across the U.S. from 2003 through 2019. The results from this study are also being released as a Child Item - Surface Water Trends for the Conterminous United States using monthly DSWEmod Surface Water Maps, 2003-2019. This portion of the data release includes a vector shapefile consisting of 85 polygons, delineating EPA Level III Ecoregions for the conterminous United States. For each Level III Ecoregion, we include attributes identifying, (i) their respective Level I Ecoregion name and identification number, (ii) quantified seasonal and overall mean water area, (iii) comparisons with U.S. Geological Survey (USGS) National Water Information System (NWIS) streamgage discharge trends, (iv) mean surface water extent statistics (mean, minimum, maximum, standard deviation, coefficient of variation, percent of ecoregion), and (v) seasonal and overall results from the Mann-Kendall statistical analysis. An associated manuscript describes the methodology, results, and conclusions from this study.
DOI: 10.6084/m9.figshare.20263851
title: The Affect Misattribution in Interpretation of Ambiguous Stimuli in Terms of Warmth vs. Competence (EXP_6)

description: EEG data
DOI: 10.6084/m9.figshare.20263851.v1
title: The Affect Misattribution in Interpretation of Ambiguous Stimuli in Terms of Warmth vs. Competence (EXP_6)

description: EEG data
DOI: 10.6084/m9.figshare.3761562.v2272
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: 10.6084/m9.figshare.16822978
title: deepMTJ test dataset

description: <b>Instroduction</b>This dataset comprises 1344 images of muscle-tendon junctions recorded with 3 ultrasound imaging systems (Aixplorer V6, Esaote MyLab60, Telemed ArtUs), on 2 muscles (Lateral Gastrocnemius, Medial Gastrocnemius), and 2 movements (isometric maximum voluntary contractions, passive torque movements).<br><br><b>Detailed Info: https://osf.io/wgy4d</b><br><br><b>Repository Structure </b><code>2021_Unet_deepmtj_ieeetbme_model.tf</code>: trained model weights of our network published in Leitner <em>et al.</em> 2021a<code>testset_frames.h5</code>: testset frames saved in an hdf5 file structure. The structure of the first frame corresponds to: ['testset_fullres/frame_0001'] and ['testset_256x128px/frame_0001'].<code>testset_frames.zip</code>: jpg-images of testset frames in full resolution and in model input resolution (256x128px)<code>testset_frames_annotated.zip</code>: expert annotated jpg-images of testset frames in full resolution and in model input resolution (256x128px)<code>testset_logic_labels.csv</code>: logic array containing following information for each frame ['Frame Nr.', 'Instrument', 'Muscle', 'Movement', 'Expert X (fullres)', 'Expert Y (fullres)', 'Expert X (256x128px)', 'Expert Y (256x128px)']<br>
DOI: 10.6084/m9.figshare.16822978.v6
title: deepMTJ test dataset

description: <b>Instroduction</b>This dataset comprises 1344 images of muscle-tendon junctions recorded with 3 ultrasound imaging systems (Aixplorer V6, Esaote MyLab60, Telemed ArtUs), on 2 muscles (Lateral Gastrocnemius, Medial Gastrocnemius), and 2 movements (isometric maximum voluntary contractions, passive torque movements).<br><br><b>Detailed Info: https://osf.io/wgy4d</b><br><br><b>Repository Structure </b><code>2021_Unet_deepmtj_ieeetbme_model.tf</code>: trained model weights of our network published in Leitner <em>et al.</em> 2021a<code>testset_frames.h5</code>: testset frames saved in an hdf5 file structure. The structure of the first frame corresponds to: ['testset_fullres/frame_0001'] and ['testset_256x128px/frame_0001'].<code>testset_frames.zip</code>: jpg-images of testset frames in full resolution and in model input resolution (256x128px)<code>testset_frames_annotated.zip</code>: expert annotated jpg-images of testset frames in full resolution and in model input resolution (256x128px)<code>testset_logic_labels.csv</code>: logic array containing following information for each frame ['Frame Nr.', 'Instrument', 'Muscle', 'Movement', 'Expert X (fullres)', 'Expert Y (fullres)', 'Expert X (256x128px)', 'Expert Y (256x128px)']<br>
DOI: 10.5281/zenodo.6808453
title: Twitter Dataset for ≈15,000 accounts over a 1 day period

description: This is almost 15,000 accounts on Twitter. Accounts were collected from a 1% sampled stream over a 24-hour period, from 2022-07-02T04:18:23.000Z to 2022-07-03T04:18:23.000Z. This data includes data from labeled data from https://doi.org/10.5281/zenodo.2653137, with an additional random sample of accounts from the stream to get to 15,000 accounts. Private profiles were removed. This data was collected with the intention of using it for unsupervised machine learning. You are free to do what you want with proper citation.
description: {"references": ["https://doi.org/10.5281/zenodo.2653137"]}
DOI: 10.5281/zenodo.6808452
title: Twitter Dataset for ≈15,000 accounts over a 1 day period

description: This is almost 15,000 accounts on Twitter. Accounts were collected from a 1% sampled stream over a 24-hour period, from 2022-07-02T04:18:23.000Z to 2022-07-03T04:18:23.000Z. This data includes data from labeled data from https://doi.org/10.5281/zenodo.2653137, with an additional random sample of accounts from the stream to get to 15,000 accounts. Private profiles were removed. This data was collected with the intention of using it for unsupervised machine learning. You are free to do what you want with proper citation.
description: {"references": ["https://doi.org/10.5281/zenodo.2653137"]}
DOI: 10.25380/iastate.14675565
title: Biomass sorghum production in Iowa, USA

description: This dataset includes field measurement and model simulation data from Josh Bendorf's (former MS student with Drs. VanLoocke & Heaton, ISU Dept. of Agronomy) thesis project focusing on the simulation of biomass sorghum (Sorghum bicolor L. Moench) in the state of Iowa. Measured field data are provided in CSV file format for 2019 & 2020. Model output files are provided as NetCDF file format for the state of Iowa (1998-2007) & the larger US region (1969-2018).
DOI: 10.25380/iastate.14675565.v1
title: Biomass sorghum production in Iowa, USA

description: This dataset includes field measurement and model simulation data from Josh Bendorf's (former MS student with Drs. VanLoocke & Heaton, ISU Dept. of Agronomy) thesis project focusing on the simulation of biomass sorghum (Sorghum bicolor L. Moench) in the state of Iowa. Measured field data are provided in CSV file format for 2019 & 2020. Model output files are provided as NetCDF file format for the state of Iowa (1998-2007) & the larger US region (1969-2018).
DOI: 10.25934/00006422
title: "An open label study to determine the pharmacokinetic profile of healthy male volunteers following a single 250 mg dose of ZD1839 to enable preselection of those with �normal� and �altered� profiles for inclusion in future studies."


description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006423
title: An open-label study to determine the pharmacokinetics of ZD1839 and its major circulating metabolite (M523595) following a single 250 mg oral dose to healthy volunteers genotyped for CYP2D6

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006424
title: An Open-Label Pilot Trial Of Two Doses Of ZD1839 (Iressa) In Combination with Gemcitabine And Cisplatin In Chemotherapy-Naive Patients With Advanced And Or Metastatic Solid Tumours

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006447
title: Effect of long-term treatment with the inhaled steroids Pulmicort Turbuhaler (budesonide) and Becotide/Becloforte (beclomethasone dipropionate) on bone metabolism, bone density and osteoporosis in asthmatic patients (OASIS).

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006449
title: Pulmonary desposition and systemic availability of budesonide inhaled from an active venturi nebulizer, Pari LC Jet Plus,in healthy subjects .a follow-up to study 04-3043.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006450
title: A comparison of the relative systemic availability and the effect on plasma cortisol of budesonide in healthy subjects after inhalation from two design versions of Pulmicort Turbuhaler

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006451
title: A double-blind, randomized cross-over study comparing the relative systemic availability of budesonide in healthy subjects after inhalations from the current US version of Pulmicort Turbuhaler and from a modified US version (ESP) of Pulmicort Turbuhaler.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006352
title: Once daily versus twice daily treatment of mild asthma using low dose Pulmicort (budesonide) Turbuhaler.


description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006425
title: An open label, pilot trial of two doses of ZD1839 (IRESSA) in combination with vinorelbine or vinorelbine and cisplatin in chemotherapy-na�ve patients with advanced non-small cell lung cancer.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006427
title: Multicentre randomised phase II study of ZD1839 plus gemcitabine and ZD1839 plus vinorelbine as first line therapy for elderly advanced NSCLC patients

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006349
title: Effect of one-year treatment with budesonide Turbuhaler and nedocromil pMDI with spacer on bone mineral density, physical activity and lung function in newly diagnosed asthmatic children

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006446
title: A comparison of the relative systemic availability of budesonide in asthmatic patients after inhalation from the current US version of Pulmicort Turbuhaler and from two strengths of the new version of Pulmicort Turbuhaler.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006453
title: Absolute pulmonary bioavailability of terbutaline Turbuhaler M2 and terbutaline Turbuhaler M3

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006445
title: Once daily administration of 200 �g budesonide Turbuhaler and 200 �g fluticasone propionate via Diskus inhaler in stable asthmatics.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006338
title: A phase I/II study of 5-fluorouracil and ZD1839 (Iressa) in patients with 5-fluorouracil or capecitabine refractory advanced colorectal cancer (The INFORM study).

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006340
title: An Open-Label, Randomised, Single-Centre Phase I Study to Determine the Relative Bioavailability of ZD1839 (Iressa) 250 mg When Administered as a Tablet Dispersion Preparation (Drink and Tube Administered) and Tablet in Healthy Male Subjects.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006341
title: An Open,Pharmacogenetic Pilot-study to Assess the Cytochrome P450 3A5 Genotype in Healthy Male Volunteers Previously Exposed to ZD1839 (IRESSA)

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006342
title: An Open-label, Within-subject, Single-centre, Phase I Study To Determine The Effect Of Induction Of CYP3A4 By Tamoxifen, On The Pharmacokinetics Of A 250 mg Single Oral Dose Of IressaTM In Healthy Male Subjects.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006343
title: An open study to investigate the effect of gastro-intestinal transit parameters on the pharmacokinetics of ZD1839 in healthy male volunteers


description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006347
title: The changes in inflammatory indices in the airways of asymptomatic subjects with airway hyperresponsiveness, but no asthma diagnosis

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006348
title: The Influence of Mouthwashing on the Systemic Effects of Budesonide Turbuhaler.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.