cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10479122
title: GloCAB Cropland Field Boundary Dataset

description: This cropland field boundary vector dataset consists of 190,832 manually-digitized cropland field boundaries, with associated attributes, within Brazil, Ukraine, United States of America, Canada, and Russia. Specifically, 22 regions of various sizes (74km2 – 38,000km2) spanning 5 countries were digitized over a range of predominant crop types over different time periods. These field boundaries were drawn over 20m Sentinel-2 imagery. This field boundary dataset is a byproduct of a larger effort to map cropland burned area (Global Cropland Area Burned: GloCAB product [1]).

Please refer to the readme file and the upcoming Data In Brief article for more details about the dataset. 

[1] Hall, J., Argueta, F., Zubkova, M., Chen, Y., Randerson, J., & Giglio, L., 2023. GloCAB: Global Cropland Burned Area from Mid-2002 to 2020. Earth System Science Data Discussions, 2023, 1-27.
DOI: 10.5281/zenodo.10596631
title: Data for HCA-FM Manuscript Submitted to GMD

description: Data for HCA-FM Manuscript Submitted to GMD:

Input files for HCA-FM to produce results of the manuscript

output and analysis files

Data and code to draw figures in the manuscript
DOI: 10.5281/zenodo.10630629
title: Benchmarking in silico dataset for mammalian cell cultures

description: Dataset used for benchmarking in the publication "Calibration design for pharmaceutical bioprocesses: A novelapproach for knowledge transfer in Design of Experiments".

 

The dataset contain the same data in three formats: .csv as plain data format, .xlsx with additional metadata as required for DataHowLab, as well as plots in .pdf. Data marked with "fixed" is simulated without measurement noise, "noisy" indicates data corruption as explained in the paper. More details can be found in the main manuscript.
DOI: 10.5281/zenodo.11044019
title: Data and scripts for Alameda streamflow prediction paper

description: These are the data and scripts that accompany the Alameda streamflow prediction paper titled:

"Streamflow prediction at the intersection of physics and machine learning: a case study of two Mediterranean-climate watersheds"
DOI: 10.5281/zenodo.11143993
title: Relocated event catalog for 2014-2024 seismicity at Campi Flegrei
DOI: 10.5281/zenodo.11187458
title: Data for SMC UV Expanded Sample paper

description: Extinction curves used for the analysis presented in the paper titled "" by Gordon et al. (2024, ApJ, in press).
DOI: 10.5281/zenodo.12535039
title: Research data for: Patchy energy landscapes promote stability of small groups of active particles

description: Research data supporting the pubblication "Patchy energy landscapes promote stability of small groups of active particles"
DOI: 10.5281/zenodo.12750891
title: Dataset of IoT-Based Energy and Environmental Parameters in a Smart Building Infrastructure

description: This dataset includes detailed measurements from IoT sensors deployed throughout the M5 building, capturing energy consumption from various devices like coffee machines, microwaves, etc., as well as environmental data such as temperature, humidity, and occupancy in key areas like the Interdisciplinary lab, kitchen, and mailroom.

This release aims to provide researchers and practitioners with comprehensive data to facilitate research on energy efficiency and environmental monitoring within smart building infrastructures. The data are structured to support various types of analysis, from operational efficiency assessments to environmental impact studies.

For detailed information on the dataset's structure and usage, please refer to the README.md file included in this repository.
DOI: 10.5522/04/25343527.v1
title: Acoustic response of batteries during dynamic tests, through life

description: In support of published work.Data to be processed with open access code created by Elias Galiounas.<br>Code repository: https://github.com/EliasGaliounas/SonicBatt<br>Contents: Investigations into the acoustic response of batteries during dynamic tests (specifically pulse tests).Investigations of various sensitivities of the acoustic response, e.g. to temperature variations and acoustic couplant ageing.Battery chemistry: LiCoO2/Gr. Commercial, pouch cells.
DOI: 10.6084/m9.figshare.25514479.v1
title: Insights for river restoration: The impacts of vegetation canopy length and canopy discontinuity on riverbed evolution

description: This is the dataset for the paper: Insights for river restoration: The impacts of vegetation canopy length and canopy discontinuity on riverbed evolution. All data used in the figures of the paper are summarized in the file.
DOI: 10.6084/m9.figshare.25878568
title: Supplementary Material for: Assessing the Acceptability and Effectiveness of a Novel Therapeutic Footwear in Reducing Foot Pain and Improving Function Among Older Adults: A Crossover Randomized Controlled Trial

description: Introduction
Nearly a quarter of older adults suffer from frequent foot pain, impacting their quality of life. While proper footwear can alleviate this, design issues often hinder regular use. This study evaluated novel therapeutic footwear, designed for aesthetics and custom fit, to reduce foot pain. We hypothesized that older adults would experience less foot pain and favor the new footwear over their own.
Methods
This 12-week cross-over randomized controlled trial evaluated the effectiveness of OrthoFeet therapeutic footwear on reducing foot pain in older adults (n=50, age=65±5, 18% male) with moderate to severe pain. Participants were assigned to either the AB or BA sequence. In AB, they wore OrthoFeet shoes for 6 weeks and then their own shoes for another 6 weeks; BA followed the reverse order. Pain and function were measured using the Foot Function Index. Acceptability was assessed through a technology acceptance mode (TAM) questionnaire. Data collected at baseline, six, and twelve weeks were analyzed using t-tests, Chi-squared tests, and generalized linear model.
Results
Compared to participants' own shoes, OrthoFeet shoes significantly reduced foot pain and disability. Notable improvements were observed in 'foot pain at its worst,' 'foot pain at the end of the day,' 'overall pain score,' and 'overall Foot Function Index score,' all showing statistically significant reductions (p&lt;0.050). Participants reported high adherence to wearing the OrthoFeet shoes, averaging 8 hours per day and 5.8 days per week. Technology Acceptance Model (TAM) scores favored OrthoFeet shoes over participants' own shoes in terms of ease of use, perceived benefit, and intention to recommend. Significant differences were noted in components representing perceived joint pain relief (p&lt;0.001, χ^2=21.228) and the intention of use as determined by the likelihood of recommending the shoes to a friend with a similar condition (p&lt;0.001, χ^2=29.465). Additionally, a majority of participants valued the appearance of the shoes, with 66% prioritizing shoe appearance and 96% finding the study shoes more stylish than their previous ones. 
Conclusion
This study underscores the significance of design and custom fit in promoting continuous wear for effective foot pain reduction in older adults. More research is needed on the intervention's long-term impacts.
DOI: 10.6084/m9.figshare.26037757
title: Supplementary Material for: The effects of early-phase, low- or standard- intensity continuous renal replacement therapy on acid-base control and clinical outcomes: An observational study

description: Introduction: The KDIGO clinical practice guideline recommends administering an effluent volume of 20–25 mL/kg/h during continuous renal replacement therapy (CRRT) for acute kidney injury (AKI). Recent evidence on CRRT initiation showed that less intervention might be beneficial for renal recovery. This study aimed to explore the association between early-phase low CRRT intensity and acid-base balance corrections and clinical outcomes.
Methods: This was a single-centre, retrospective, observational study at a tertiary ICU in Japan. All adult patients requiring CRRT in the ICU were included. Eligible patients were classified into the Low group (Dialysate flow rate, QD 10.0-19.9 mL/kg/h) and the Standard group (QD ≥ 20 mL/kg/h) by the intensity of CRRT at the beginning. The primary outcomes were the changes in the acid-base parameters 6 hours after CRRT initiation. We used an inversed probability of treatment weighting analysis to estimate the association between the intensity group and the outcomes.
Results: Overall, 194 patients were classified into the Low group (n = 144) and the Standard group (n = 50). Standard group presented with more severe acid-base disturbances, including lower pH and BE at baseline. At 6 hours after CRRT initiation, pH, BE, and SID values were comparable, even after adjusting for baseline severity. Despite the efficient correction, no evident differences were observed in clinical outcomes between the two groups.
Conclusions: The initial standard intensity appeared to be efficient in correcting acid-base imbalance at the early phase of CRRT; however, further studies are needed to assess the impact on clinical outcomes.
DOI: 10.6084/m9.figshare.26355472
title: Supplementary Material for: Anemia, Iron Deficiency, and Cause-Specific Mortality: The Atherosclerosis Risk in Communities (ARIC) Study

description: Introduction: Anemia is a risk factor for all-cause mortality in older adults. Iron deficiency may also be associated with adverse outcomes, independent of its role in causing anemia. This study tested the hypotheses that anemia, and low ferritin among non-anemic participants, were associated with all-cause and cause-specific mortality in a community-based cohort of older adults. 
Methods: Fasting blood was obtained from 5,070 ARIC participants (median age: 75) in 2011-2013. Anemia was defined by hemoglobin concentrations &lt;12 g/dL in women and &lt;13 g/dL in men. We classified 4,020 non-anemic participants by quartiles of plasma ferritin, measured by the SomaScan proteomics platform. Cox proportional hazards regression was used. 
Results: Over a median of 7.5 years, there were 1147 deaths, including 357 due to cardiovascular disease (CVD), 302 to cancer and 132 to respiratory disease. Compared to those with normal hemoglobin, participants with anemia had a higher risk of all-cause mortality [hazard ratio 1.81 (95% CI: 1.60-2.06)], and mortality due to CVD [1.77 (1.41-2.22)], cancer [1.81 (1.41-2.33)], and respiratory disease [1.72 (1.18-2.52)] in demographics-adjusted models. In fully adjusted models, associations with all-cause mortality [1.37 (1.19-1.58)] and cause-specific mortality were attenuated. In non-anemic participants, lower ferritin levels were not associated with all-cause or cause-specific mortality, though associations were observed among participants with lesser evidence of inflammation and for cancer mortality in men only. 
Conclusion: Anemia is an important risk factor in older adults and may contribute to mortality due to CVD, cancer, and respiratory disease. Our results do not provide evidence that iron deficiency, independent of anemia, is a risk factor for mortality in this population.
DOI: 10.6084/m9.figshare.26363155
title: Supplementary Material for: Effect of Dual GLP-1/GIP Receptor Agonist (Tirzepatide) Versus Bariatric Surgery on Weight Loss and NAFLD

description: Objectives: Bariatric surgery is a well-established treatment for obesity and type 2 diabetes. Tirzepatide, a dual GIP/GLP-1 receptor agonist, has emerged as a promising therapy for type 2 diabetes. This study aimed to compare the effects of bariatric surgery, semaglutide (a GLP-1 receptor agonist), and tirzepatide in Sprague-Dawley rats fed a high-fat diet. Methods: Rats were divided into surgery, semaglutide, and tirzepatide treatment groups, along with a control group (sham). Weight, oral glucose tolerance, and levels of metabolic markers were assessed, along with adipose and liver tissue analysis. Results: Surgery led to a 15.5% weight reduction, while rats treated with semaglutide exhibited a 10.7% reduction. Tirzepatide treatment at various concentrations (10, 50, and 100 nmol/kg) resulted in weight reductions of 5.0%, 14.9%, and 17.7% respectively, compared to the sham group. Metabolic analyte levels decreased in intervention groups compared to the sham group, indicating improved metabolic health and glucose tolerance. Adipose tissue weight and hepatic liver fat droplets decreased in the intervention groups. Conclusion: Bariatric surgery and tirzepatide treatment significantly improved metabolic parameters in obese rats. Tirzepatide, particularly at higher concentrations, showed pronounced improvements compared to surgery and semaglutide. These findings suggest that high doses of tirzepatide could be explored as an alternative to bariatric surgery for the treatment of obesity.
DOI: 10.15156/bio/sh0744720.10fu
title: SH0744720.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0744721.10fu
title: SH0744721.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.4wtm9r
title: Occurrence Download

description: A dataset containing 866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-111.76278 43.79507,-109.39359 43.79507,-109.39359 45.5281,-111.76278 45.5281,-111.76278 43.79507))",
 "HasGeospatialIssue is false",
 "TaxonKey is Papilionidae"
 ]
}

 The dataset includes 866 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0389536-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ptczh
title: Occurrence Download

description: A dataset containing 2300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-112.3501 43.71591,-109.45627 43.69017,-109.52785 45.58805,-112.3501 45.58805,-112.3501 43.71591))",
 "HasGeospatialIssue is false",
 "TaxonKey is Nymphalidae"
 ]
}

 The dataset includes 2300 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0389519-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hxywx67bz7.1
title: All Included Articles in the Qualitative Content Analysis - Bridging the theory-practice gap: A genealogical perspective on the most debated Knowledge Management challenges

description: This dataset is connected to the paper "Bridging the Theory-Practice Gap: A Genealogical Perspective on the Most Debated Knowledge Management Challenges," which includes a bibliometric and qualitative content analysis. The dataset comprises a single file containing the bibliographic information of all the articles included in the qualitative content analysis. These articles can be filtered by decade and decade cluster.
DOI: 10.18140/flx/1440126
title: FLUXNET2015 AU-Tum Tumbarumba

description: This is the FLUXNET2015 version of the carbon flux data for the site AU-Tum Tumbarumba.
DOI: 10.18140/flx/1440128
title: FLUXNET2015 BE-Bra Brasschaat

description: This is the FLUXNET2015 version of the carbon flux data for the site BE-Bra Brasschaat.
DOI: 10.18140/flx/1440174
title: FLUXNET2015 IT-Ro1 Roccarespampani 1

description: This is the FLUXNET2015 version of the carbon flux data for the site IT-Ro1 Roccarespampani 1.
DOI: 10.18140/flx/1440179
title: FLUXNET2015 PA-SPs Sardinilla-Pasture

description: This is the FLUXNET2015 version of the carbon flux data for the site PA-SPs Sardinilla-Pasture.
DOI: 10.18140/flx/1440183
title: FLUXNET2015 RU-Fyo Fyodorovskoye

description: This is the FLUXNET2015 version of the carbon flux data for the site RU-Fyo Fyodorovskoye.
DOI: 10.18140/flx/1440229
title: FLUXNET2015 GH-Ank Ankasa

description: This is the FLUXNET2015 version of the carbon flux data for the site GH-Ank Ankasa.
DOI: 10.21227/h5c2-5439
title: Intel Open Wi-Fi RTT Dataset

description: Dataset used for "A Machine Learning Approach for Wi-Fi RTT Ranging" paper (ION ITM 2019). The dataset includes almost 30,000 Wi-Fi RTT (FTM) raw channel measurements from real-life client and access points, from an office environment. This data can be used for Time of Arrival (ToA), ranging, positioning, navigation and other types of research in Wi-Fi indoor location. The zip file includes a README file, a CSV file with the dataset and several Matlab functions to help the user plot the data and demonstrate how to estimate the range. Please see the README file for more details.
DOI: 10.21335/nmdc-381060465
title: Physical oceanography data from gliders in the Barents Sea, August 2019 - February 2021.

description: As a part of the Nansen Legacy project, physical oceanography data were collected from 5 ocean glider missions in the Barents Sea, in the period between August 2019 and February 2021. The data set includes transects east of Spitsbergen in the Barents Sea, across the Atlantic water inflow and the Polar Front between Atlantic Water and Polar Water. Three out of 5 missions were made using Seagliders and two using Slocum gliders. The Nansen Legacy was funded by the Research Council of Norway. The gliders and their operations were supported by the Norwegian national facility for ocean gliders, (NorGliders) at the Geophysical Institute, University of Bergen, and the Svalbard Integrated Arctic Earth Observing System (SIOS) infrastructure. One NetCDF file per glider mission is provided: sg561_BS_2019.nc sg562_BS_2019.nc sg560_BS_2020.nc Durin_BS_2020.nc Odin_BS_2020.nc Details on the data processing and the sensors are provided in the summary and comments of each file. Quality-controlled, 1-decibar vertically interpolated observations of temperature, salinity, and dissolved oxygen (only in the 3 Seaglider missions) in the entire water column are provided for each dive and climb. Additionally, depth-average horizontal current estimates between two surfacing of the glider are included. Please note that the format of data (e.g., dimension sizes of time, position and current estimates) differ between the Seaglider and Slocum missions; please see the attributes of the corresponding files. Bad data are replaced by NaNs and remain as gaps in the profiles. We caution the users that the salinity profiles, especially from the unpumped conductivity sensor of the Seaglider, are noisy and the resulting density profiles may contain overturns. We leave further filtering, averaging, and smoothing of the data to the users’ discretion depending on their objectives.
DOI: 10.5258/soton/d2929
title: Supporting data for the journal article "Computationally guided synthesis of a [4[2+3]+6] hierarchical porous organic 'cage of cages'"

description: Computer-generated crystal structures and catenation data for [4[2+3]+6]cage.

Supporting data for the journal article "Synthesis of a [4[2+3]+6] hierarchical porous organic ‘cage of cages’"
to be published in Nature Synthesis
https://doi.org/10.1038/s44160-024-00531-7
DOI: 10.5281/zenodo.10432581
title: Data of "Aerosol-cloud interactions near cloud base deteriorating the haze pollution in East China"

description: The attached data is observations from ground to 1200 m a.g.l. using a tethered airship in Yangtze Rive Delta of China. The data is for analysis and figures in the study of "Aerosol-cloud interactions near cloud base deteriorating the haze pollution in East China".
DOI: 10.5281/zenodo.12656251
title: Humans Adaptively Deploy Forward and Backward Prediction

description: Data and files for our nature human behaviour article.