cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5558523
title: To Automatically Map Source Code Entities to Architectural Modules with Naive Bayes: Replication Package

description: This is the replication package for the JSS article To Automatically Map Source Code Entities to Architectural Modules with Naive Bayes. It provides the source data files and the r-script to produce analysis and images.
DOI: 10.5281/zenodo.5558460
title: To Automatically Map Source Code Entities to Architectural Modules with Naive Bayes: Replication Package

description: This is the replication package for the JSS article To Automatically Map Source Code Entities to Architectural Modules with Naive Bayes. It provides the source data files and the r-script to produce analysis and images.
DOI: 10.6084/m9.figshare.16778266
title: MgO_e90-e135

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.6084/m9.figshare.16778269
title: MgO_e135-e180

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.5063/f1ks6q0m
title: The effect of shrubs and exclosures on animal abundance, Carrizo National Monument

description: The effects of Ephedra shrubs and exclosures on animal abundance was observed by constructing exclosures around shrubs and in the open within Carrizo National Monument. Camera traps were placed on each exclosure as well as corresponding shrub and open areas without exclosures in order to see how animal composition differed between microsites.
DOI: 10.15468/knw66j
title: Five new and five known species of the genus Tylencholaimus de Man, 1876 (Nematoda: Dorylaimida: Tylencholaimoidea) from Western Ghats of India

description: This dataset contains the digitized treatments in Plazi based on the original journal article Islam, Md Niraul, Ahmad, Wasim (2021): Five new and five known species of the genus Tylencholaimus de Man, 1876 (Nematoda: Dorylaimida: Tylencholaimoidea) from Western Ghats of India. European Journal of Taxonomy 774 (1): 58-105, DOI: https://doi.org/10.5852/ejt.2021.774.1531, URL: http://dx.doi.org/10.5852/ejt.2021.774.1531
DOI: 10.5281/zenodo.5558800
title: DataOnFigures

description: Dataset for publication "Combining life cycle sustainability assessment with agent-based modeling and techno-economic analysis to support an integrated assessment of chemical recycling contribution to UN Sustainable Development Goals" in the Journal of Industrial Ecology
DOI: 10.5281/zenodo.5558794
title: data for manuscript submmited to Journal of Physical Oceanography

description: The .xtf files are echosounder images used in the paper. timeseries_dBdz2_hes_Lo.mat and hes_Lo_scatter_plot_data.mat are DNS results. Other .mat data are observed data.
DOI: 10.5281/zenodo.5558793
title: data for manuscript submmited to Journal of Physical Oceanography

description: The .xtf files are echosounder images used in the paper. timeseries_dBdz2_hes_Lo.mat and hes_Lo_scatter_plot_data.mat are DNS results. Other .mat data are observed data.
DOI: 10.15151/esrf-es-574334112
title: Structural Biology at EMBL Grenoble, IBS-CIBB and IAB

description: The proposals covers a broad range of structural biology projects related to pathogen biology, host-pathogen interactions, RNA biology and structure-based drug development that are carried out by PIs at EMBL Grenoble, IBS-CIBB and IAB. The proposers have long-standing experience in the use, as well as the development of beam lines for macromolecular crystallography and have participated in successive BAG applications over the years, mostly at the ESRF but also at other synchrotrons (e.g. Soleil, Petra III, Diamond, SLS).
DOI: 10.5281/zenodo.5558814
title: Simplified Analytical Solutions for Martian Nighttime OH* Layer

description: Article dataset
DOI: 10.5281/zenodo.5558813
title: Simplified Analytical Solutions for Martian Nighttime OH* Layer

description: Article dataset
DOI: 10.6084/m9.figshare.16778797
title: TiO2_0-e45.7z

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.6084/m9.figshare.16778797.v1
title: TiO2_0-e45.7z

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.6084/m9.figshare.16778800
title: TiO2_e45-e90

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.6084/m9.figshare.16778800.v1
title: TiO2_e45-e90

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.6084/m9.figshare.16779043.v1
title: Budget impact of optimizing rifaximin-α use for the prevention of recurrent hepatic encephalopathy in The Netherlands

description: Rifaximin-α as an adjunct to lactulose is reimbursed in the Netherlands for prevention of the third and subsequent episodes of overt Hepatic Encephalopathy (HE) in cirrhotic patients. However, use of rifaximin-α remains limited. This study evaluates the clinical and economic impact of treating all patients eligible under Dutch reimbursement conditions with rifaximin-α as an adjunct to lactulose for the prevention of overt HE in the Netherlands from a hospital and healthcare payer’s perspective. A budget impact analysis was performed following national and international guidelines. Resource use was based on Dutch real-world data. HE-related cost inputs were based on the declaration codes, Dutch cost manual, and actual drug list prices. Several sensitivity and scenario analyses were conducted to assess model robustness. Treating eligible HE patients with rifaximin-α in addition to lactulose saves €4,487 and costs €249 per patient over a 5-year period compared with lactulose monotherapy from hospital and healthcare payer’s perspectives, respectively. In the Netherlands, an estimated 38% of the 2,567 eligible patients are currently being treated with rifaximin-α. Optimizing rifaximin-α use by treating all eligible patients with the rifaximin-α + lactulose could save more than 3,000 hospital admissions, almost 15,000 hospital bed days, and 300 deaths over a 5-year period. Despite increased drug costs, treatment is estimated to result in potential cost savings over a 5-year period of 7.2 million euros from a Dutch hospital perspective. The budget impact is 397,770 euros from a healthcare payer’s perspective. Next to a clinical perspective, also from an economic perspective, wider prescription of rifaximin-α adhering to guidelines could be beneficial to reduce costs from a hospital perspective. From a healthcare payer’s perspective, costs increase with addition of rifaximin-α due to relative better survival causing relatively higher drug and liver transplantation-related costs.
DOI: 10.6084/m9.figshare.16779043
title: Budget impact of optimizing rifaximin-α use for the prevention of recurrent hepatic encephalopathy in The Netherlands

description: Rifaximin-α as an adjunct to lactulose is reimbursed in the Netherlands for prevention of the third and subsequent episodes of overt Hepatic Encephalopathy (HE) in cirrhotic patients. However, use of rifaximin-α remains limited. This study evaluates the clinical and economic impact of treating all patients eligible under Dutch reimbursement conditions with rifaximin-α as an adjunct to lactulose for the prevention of overt HE in the Netherlands from a hospital and healthcare payer’s perspective. A budget impact analysis was performed following national and international guidelines. Resource use was based on Dutch real-world data. HE-related cost inputs were based on the declaration codes, Dutch cost manual, and actual drug list prices. Several sensitivity and scenario analyses were conducted to assess model robustness. Treating eligible HE patients with rifaximin-α in addition to lactulose saves €4,487 and costs €249 per patient over a 5-year period compared with lactulose monotherapy from hospital and healthcare payer’s perspectives, respectively. In the Netherlands, an estimated 38% of the 2,567 eligible patients are currently being treated with rifaximin-α. Optimizing rifaximin-α use by treating all eligible patients with the rifaximin-α + lactulose could save more than 3,000 hospital admissions, almost 15,000 hospital bed days, and 300 deaths over a 5-year period. Despite increased drug costs, treatment is estimated to result in potential cost savings over a 5-year period of 7.2 million euros from a Dutch hospital perspective. The budget impact is 397,770 euros from a healthcare payer’s perspective. Next to a clinical perspective, also from an economic perspective, wider prescription of rifaximin-α adhering to guidelines could be beneficial to reduce costs from a hospital perspective. From a healthcare payer’s perspective, costs increase with addition of rifaximin-α due to relative better survival causing relatively higher drug and liver transplantation-related costs.
DOI: 10.5281/zenodo.5558854
title: 👐OpenHands v1 : Labelled ISLR datasets - Poses

description: ISLR Pose datasets
DOI: 10.5281/zenodo.5558905
title: Climate change impacts on ecosystems and adaptation options in nine countries in southern Africa: What do we know?

description: Dataset used in the systematic review of scientific articles published during the period 2000-2020, which (i) addressed observed and projected impacts of climate change on different species, populations and ecosystems in nine southern African countries, and (ii) formulated management and policy responses aiming to mitigate these impacts.
DOI: 10.5281/zenodo.5558904
title: Climate change impacts on ecosystems and adaptation options in nine countries in southern Africa: What do we know?

description: Dataset used in the systematic review of scientific articles published during the period 2000-2020, which (i) addressed observed and projected impacts of climate change on different species, populations and ecosystems in nine southern African countries, and (ii) formulated management and policy responses aiming to mitigate these impacts.
DOI: 10.6084/m9.figshare.14390768.v5
title: sleep-diary-sleepmeter

description: Annotated daily sleep diary over years of a subject (author and scientific researcher) with the non-24 circadian rhythm disorder.<br>The sleep diary was manually curated using the Sleepmeter app on Android (pro version). It is duly annotated with all the controlled factors such as use of light therapy, light exposure (morning? evening?), disturbances such as noise or appointments, diet composition and timing, melatonin use, etc.<br>This should be considered the baseline biomarker of the subject's sleep-wake patterns, it is the ground truth for actigraphy and other biomarkers. The sleep diary was duly curated to minimize errors and was updated continuously everyday, once at bedtime by tapping a widget to mark the fall asleep time (with a delay from bedtime, the exact fall asleep time may not be 100% accurate but it was corrected the morning after to try to match as much as possible the subjectively estimated sleep onset delay), and on wake up by tapping again the widget as soon as the subject woke up, and then noting all the relevant comments and tags.<br>Most tags and comments pertain to the day before, although some tags and comments pertain to what happens in the day after (in the latter case, this is usually denoted in the tag name).<br>Use the latest sleep diary, it contains the whole history. Other sleep diaries are past versions, which may have some differences such as renamed tags or missing comments that were added aposteriori (sometimes months later when the culprit of a major sleep disturbance was discovered, such as secondary pernio due to long covid).<br>The sleep diary currently covers almost 2 years. Keep in mind that during the period of 2020-2022, the data was acquired while in lockdown or pseudo-lockdown most of the time due to the SaRS-nCOV-2 (COVID-19) pandemic. More data will be added in the future.<br>The files contain the whole history up to the timestamp in the filename. Hence, to study the longest period, use only the latest file, do not concatenate with previous ones.
DOI: 10.6084/m9.figshare.14650542.v3
title: non24-body-weight

description: Body weight evolution from 2018 up to 2021, using a RENPHO bluetooth connected bathroom scale through the FeelFit Android app.<br>Each CSV file contains the whole dataset up to the exported date as indicated in the filename, hence prefer using only the latest file only, the others can be discarded.
DOI: 10.6084/m9.figshare.14384832.v10
title: axivity-ax6-left-forearm-nondominant

description: 6-axis actigraphy (translation and rotation) using Axivity AX6 (similar to AX3 used in UK BioBank), configured with 100Hz sampling frequency, 16bit resolution and 2000dps gyro/rotation.<br>Attached with a velcro to the exterior of a cotton wrist band with arrow facing down towards the ground/back when arms are in a natural position along the body, on the left forearm (non-dominant arm).<br>Started acquisition in March 2021.<br>Each file represents one acquisition session of about 1 week. Multiple files can be concatenated to study a longer time period.
DOI: 10.6084/m9.figshare.15001182.v2
title: greenteg-core-axillary-5min

description: <br>Readings from the GreenTEG CORE sensor, which measures the core body temperature non-invasively continuously 24/7. See the dataset greenteg-core-axillary for more infos.<br>The difference with the greenteg-core-axillary dataset is that this one is generated by the cloud (cloud.corebodytemp.com), which is accessible to all users even without a Research license. It is however limited to a sampling resolution of one sample every 5 min (0.0033... Hz), whereas with the Research license as in the greenteg-core-axillary dataset, the sampling rate is 1 Hz (one sample per second). However, most if not all past studies on core body temperature used sampling rates of 5min or more (usually 10min), so this sampling rate should be sufficient for most experimental purposes.<br>This dataset is also likely more complete than the greenteg-core-axillary dataset, as the memory on the CORE device is of 3.5 days for a 1 Hz resolution, and 6 days for a one sample per 5 min resolution (by connecting to the cloud at least once every 48h), but is more coarsely grained as a trade-off. Both datasets are acquired simultaneously, the CORE can do both with a Research license using the same sensor.
DOI: 10.25573/data.10042463.v15
title: Barro Colorado Island, Clearing_Precipitation

description: Barro Colorado Island (BCI), Clearing ('El Claro')Location: 9°9'47.21"N, 79°50'17.64"W<br>Precipitation, electronic, Interval totals<br><br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.<br>
DOI: 10.25573/data.10042463.v14
title: Barro Colorado Island, Clearing_Precipitation

description: Barro Colorado Island (BCI), Clearing ('El Claro')Location: 9°9'47.21"N, 79°50'17.64"W<br>Precipitation, electronic, Interval totals<br><br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.<br>
DOI: 10.25573/data.10042436.v15
title: Barro Colorado Island, Clearing_Air Pressure

description: Barro Colorado Island (BCI), Clearing ('El Claro')Location: 9°9'47.21"N, 79°50'17.64"W<br>Air pressure, interval avg<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.<br>
DOI: 10.25573/data.10042457.v15
title: Barro Colorado Island, Clearing_Relative Humidity

description: Barro Colorado Island (BCI), Clearing ('El Claro')Location: 9°9'47.21"N, 79°50'17.64"W<br>Interval avg/max/min electronic sensor Relative Humidity<br><br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.<br>
DOI: 10.5281/zenodo.4393078
title: Idealized single-forcing GCM simulations with GFDL CM2.1: daily data

description: This repository contains daily model output from experiments run using the Geophysical Fluid Dynamics Laboratory (GFDL) Climate Model 2.1 (CM2.1), a coupled atmosphere-ocean general circulation model. The experiments were designed to isolate the effect of a single orbital forcing on climate by changing one forcing while holding all others to preindustrial levels. The seven single-forcing idealized equilibrium simulations comprised low and high obliquity experiments in which obliquity was set to the extremes of the past 600 ky, four precession experiments representing equally spaced phases of the precession cycle, and an experiment in which eccentricity was set to 0. A preindustrial experiment was run with all forcings set to preindustrial values. Simulations were run for at least 500 years and these files contain 100 years of daily output.<br> <br> Provided here are daily output of geopotential height at 500 hPa (hght.500) and daily maximum and minimum temperature at a reference height of 2m (t_ref_max and t_ref_min, respectively).<br> <br> Preindustrial experiment values (and values of forcings set to preindustrial in other experiments):<br> - Obliquity: 23.439°<br> - Longitude of perihelion: 102.93°<br> - Eccentricity: 0.0167<br> - CO2: 286 ppm<br> - Ice sheets: 0 ka BP<br> <br> Low and high obliquity experiments (lo_obliq & hi_obliq):<br> - Low obliquity: 22.079°<br> - High obliquity: 24.480<br> - All else preindustrial<br> <br> Precession experiments (0_AEQ, 90_WSOL, 180_VEQ, & 270_SSOL):<br> - 0_AEQ longitude of perihelion: 0° (NH autumnal equinox)<br> - 90_WSOL longitude of perihelion: 90° (NH winter solstice)<br> - 180_VEQ longitude of perihelion: 180° (NH vernal equinox)<br> - 270_SSOL longitude of perihelion: 270° (NH summer solstice)<br> - Eccentricity: 0.0493<br> - All else preindustrial<br> <br> 0 eccentricity experiment:<br> - Eccentricity: 0<br> - Longitude of perihelion: N/A<br> - All else preindustrial<br> <br> <br> The experiments were run by Michael Erb and climatological data for these variables and more are available here: http://doi.org/10.5281/zenodo.1194480.<br> <br> <br> Contact:<br> Grainne O’Neill grainneroneill@gmail.com
DOI: 10.5281/zenodo.4393077
title: Idealized single-forcing GCM simulations with GFDL CM2.1: daily data

description: This repository contains daily model output from experiments run using the Geophysical Fluid Dynamics Laboratory (GFDL) Climate Model 2.1 (CM2.1), a coupled atmosphere-ocean general circulation model. The experiments were designed to isolate the effect of a single orbital forcing on climate by changing one forcing while holding all others to preindustrial levels. The seven single-forcing idealized equilibrium simulations comprised low and high obliquity experiments in which obliquity was set to the extremes of the past 600 ky, four precession experiments representing equally spaced phases of the precession cycle, and an experiment in which eccentricity was set to 0. A preindustrial experiment was run with all forcings set to preindustrial values. Simulations were run for at least 500 years and these files contain 100 years of daily output.<br> <br> Provided here are daily output of geopotential height at 500 hPa (hght.500) and daily maximum and minimum temperature at a reference height of 2m (t_ref_max and t_ref_min, respectively).<br> <br> Preindustrial experiment values (and values of forcings set to preindustrial in other experiments):<br> - Obliquity: 23.439°<br> - Longitude of perihelion: 102.93°<br> - Eccentricity: 0.0167<br> - CO2: 286 ppm<br> - Ice sheets: 0 ka BP<br> <br> Low and high obliquity experiments (lo_obliq & hi_obliq):<br> - Low obliquity: 22.079°<br> - High obliquity: 24.480<br> - All else preindustrial<br> <br> Precession experiments (0_AEQ, 90_WSOL, 180_VEQ, & 270_SSOL):<br> - 0_AEQ longitude of perihelion: 0° (NH autumnal equinox)<br> - 90_WSOL longitude of perihelion: 90° (NH winter solstice)<br> - 180_VEQ longitude of perihelion: 180° (NH vernal equinox)<br> - 270_SSOL longitude of perihelion: 270° (NH summer solstice)<br> - Eccentricity: 0.0493<br> - All else preindustrial<br> <br> 0 eccentricity experiment:<br> - Eccentricity: 0<br> - Longitude of perihelion: N/A<br> - All else preindustrial<br> <br> <br> The experiments were run by Michael Erb and climatological data for these variables and more are available here: http://doi.org/10.5281/zenodo.1194480.<br> <br> <br> Contact:<br> Grainne O’Neill grainneroneill@gmail.com
DOI: 10.25573/data.10042502.v4
title: Barro Colorado Island, Clearing_Precipitation, manual

description: Barro Colorado Island (BCI), Clearing ('El Claro')Location: 9°9'47.21"N, 79°50'17.64"W<br>Precipitation, daily<br>Measurements made 3-5 times per week<br>Data are prorated using electronic data to fill gaps<br><br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.<br>
DOI: 10.25573/data.10042394.v15
title: Barro Colorado Island, Lutz tower 1m_Air Temperature

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Air temperature, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.25573/data.10042409.v15
title: Barro Colorado Island, Lutz tower 20m_Air Temperature

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Air temperature, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.25573/data.10042442.v15
title: Barro Colorado Island, Lutz tower 48m_Air Temperature

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Air temperature, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.5281/zenodo.4563914
title: Atlas of false-positive bundles for RecobundlesX

description: This data is made to be used with the Atlas for RecobundlesX. In the study performed by <em>MaierHein et al. (2017)</em> about the ISMRM 2015 Tractography Challenge, several bundles from the submitted tractograms were labeled as false positives because they were not in the ground-truth tractogram. Quality control was performed on these bundles to select those with the most anatomical implausible trajectory. From these bundles, 44 were selected and refined to obtain smooth bundle models. <em>Maier-Hein KH, Neher PF, Houde J-C, Côté M-A, Garyfallidis E, Zhong J, et al. 2017. The challenge of mapping the human connectome based on diffusion tractography. Nat Commun 8:1349.</em>