cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/2938082
title: UNITE QIIME release for eukaryotes 2

description: Three sets of QIIME files are released, corresponding to the SHs resulting from clustering at the 3% distance (97% similarity) and 1% distance (99%) threshold levels. The third set of files is the result of a dynamic use of clustering thresholds, such that some SHs are delimited at the 3% distance level, some at the 2.5% distance level, some at the 2% distance level, and so on; these choices were made manually by experts of those particular lineages of fungi. The syntax is the same throughout the three sets of files. Includes global and 3% distance singletons.
DOI: 10.1594/pangaea.885208
title: Sea ice conditions within the Antarctic Marginal Ice Zone in summer 2016, onboard the SA Agulhas II

description: Our knowledge of sea ice variability, which contributes to the detection of the Antarctic climate change trends, stems primarily from remotely sensed information. However, sea ice in the Southern Ocean is characterized by large variability that remains unresolved and limits our confidence on the remotely sensed products. Therefore, the in situ sea ice observations presented (according to the ASPeCt protocol) provide a greater understanding of the Antarctic sea ice environment - on a local scale - and allows us to evaluate remotely sensed products.
description: On 2018-09-11 it was found, that the latitude and longitude were given in the wrong format here. Latitude and longitude are now corrected (now in the correct decimal degree, south and west are negative), and an erratum was added to this dataset (see Further details reference) explaining the change.
DOI: 10.1594/pangaea.885211
title: Sea Ice conditions within the Antarctic Marginal Ice Zone in winter 2017, onboard the SA Agulhas II

description: Our knowledge of sea ice variability, which contributes to the detection of the Antarctic climate change trends, stems primarily from remotely sensed information. However, sea ice in the Southern Ocean is characterized by large variability that remains unresolved and limits our confidence on the remotely sensed products. Therefore, the in situ sea ice observations presented (according to the ASPeCt protocol) provide a greater understanding of the Antarctic sea ice environment - on a local scale - and allows us to evaluate remotely sensed products.
description: On 2018-09-11 it was found, that the latitude and longitude were given in the wrong format here. Latitude and longitude are now corrected (now in the correct decimal degree, south and west are negative), and an erratum was added to this dataset (see Further details reference) explaining the change.
DOI: 10.1594/pangaea.901263
title: Sea ice conditions during POLARSTERN cruise PS118 (LARSEN)

description: Visual observations of sea-ice conditions were performed hourly from the bridge of Polarstern. The observations followed the ASPeCt protocol.
DOI: 10.1594/pangaea.921755
title: Sea Ice Observations in the Antarctic Marginal Ice Zone during Spring 2019

description: Using the Antarctic Sea Ice Processes and Climate (ASPeCt) protocol, Antarctic sea ice observations were conducted aboard the the SA Agulhas II in November and October 2019. These sea ice observations took place during the Southern oCean seAsonaL Experiment (SCALE) research expedition, lead by chief scientist Dr Thomas Ryan-Keogh. This SCALE expedition started on 12 October 2019 and ended on 27 November 2019.
DOI: 10.17632/gsvwy75pwr.1
title: Replication folder for "Global financial risk and uncovered interest parity premia in Central and Eastern Europe"

description: This repository contains the data and code associated with the paper "Global financial risk and uncovered interest parity premia in Central and Eastern Europe." For detailed information on the datasets and code, please refer to the accompanying README file.
DOI: 10.24432/c55g6j
title: Drug Reviews (Druglib.com)
DOI: 10.24432/c5sk5s
title: Drug Reviews (Drugs.com)
DOI: 10.3886/e194744v1
title: Data and Code for: Does Unemployment Risk Affect Business Cycle Dynamics?

description: This repository contains the data and code necessary to generate the tables and figures in "Does Unemployment Risk Affect Business Cycle Dynamics?".<br>The PSID data required is included in a separate repository.<br>The models in the paper are solved using MATLAB. <br>The empirical results are generated using a combination of Python (through Jupyter notebooks) and Stata.<br>
DOI: 10.5281/zenodo.10869902
title: Data from: Evolutionary history of Neotropical butterflies of the infratribe Neosatyriti based on target enrichment (Lepidoptera: Nymphalidae, Satyrinae, Satyrini)

description: The infratribe Neosatyriti is a section of the entirely Neotropical subtribe Pronophilina, accounting for 57 species distributed from southern Patagonia to the Andes of northern Peru, and along the Atlantic coast, with the highest diversity in central Chile. They are found two kinds of habitats, i.e. puna, pampa and subantarctic grasslands, and Valdivian forests and Chilean matorral, from sea level to nearly 5000 m a.s.l. A phylogenetical hypothesis of the infratribe is proposed based on molecular data, obtained by target enrichment (TE) of 621 nuclear loci with a total of 248,373 bps, from 53 species of this infratribe and 12 outgroups. The Neosatyriti is being confirmed as monophyletic, and fully supported. Several new combinations are made. Molecular data are congruent with morphological characters except for Homoeonympha which appears to be paraphyletic, thus almost all the genera described originally by L. Herrera, K. Hayward and W. Heimlich in the Twentieth century based only on morphological characters are confirmed as valid, except for Haywardella synonymized with Pampasatyrus. Most genera of the Neosatyriti are either monobasic (6) or include two species (5), and only four (Pampasatyrus, Punargentus, Neomaenas, Faunula) contain from five to seven species. The Neosatyriti diverged from other Pronophilina some 23 My, and split into two major lineages some 20My. Our reconstructions do not indicate clearly a single area of origin, rather a multisource origin, but they suggest the Neosatyriti originated in the lowlands, and that their ancestral plants were non-bambusoid grasses. Major divergence of the infratribe started some 12-11My when it split into the “Argyrophorus clade” (9 genera), the “Pampasatyrus clade” (4 genera) and “Faunula clade” (5 genera). The next main radiation took place some 7-5My with the switch to bamboo host plant and the colonization of Valdivian forests. Final dispersal of the tribe was associated with the colonization of Mata Atlantica some 6-5My, and high Andean puna in Peru in the early Pleistocene.
DOI: 10.5281/zenodo.14105124
title: Haplotype-Resolved and Gap-Free Genome of a Floating Aquatic Plant from the Oryzeae Tribe, Hygroryza aristata

description: Hygroryza aristata (Retz.) Nees ex Wight & Arn. is a floating aquatic plant. Genomic DNA and RNA samples of H. aristata were extracted from plants clonally propagated from a single individual. Long-read sequencing of PacBio HiFi and ultra-long (UL) ONT (read lengths > 100 kb), and short-read sequencing of Hi-C, WGS, and RNA-seq, were performed. 

For genome assembly, 31.91 Gb of PacBio HiFi and 22.36 Gb of UL-ONT sequencing data sets were utilized. Assembly was conducted using HiFiAsm (v0.20.0-r639) under HiFi + UL-ONT mode with the following parameters: -l 3 -r 5 -a 6 -n 10 --ctg-n 10 -w 63 -k 63. Chromosome IDs and strand directions were determined by aligning the assemblies to the rice (O. sativa) genome. The resulting assemblies of unphased two haplotypes, designated as hap1 and hap2, were obtained. 

Both hap1 and hap2 are complete genomes, each comprising 12 chromosomes with genome sizes of 349.74 Mb and 347.98 Mb, respectively. Notably, both haplotypes are gap-free. Telomere detection using Seqtk telo (v1.4-r122) revealed that each haplotype contains 23 telomeres. In conclusion, this study presents a haplotype-resolved and gap-free genome assembly.
DOI: 10.5281/zenodo.15064303
title: Aerosol and cloud nuclei properties along the Central and Northern Great Barrier Reef: Impact of continental emissions
DOI: 10.5439/1786358
title: met.b1

description: ARM-standard Meteorological Instrumentation at Surface
DOI: 10.5439/1999490
title: mwrlos (b1)

description: The microwave radiometer (MWR) provides time-series measurements of column-integrated amounts of water vapor and liquid water. The instrument itself is a sensitive microwave receiver that detects the microwave emissions of the vapor and liquid water molecules in the atmosphere at two frequencies: 23.8 and 31.4 GHz. Integrated water vapor and liquid water path are derived from radiance measurements with a statistical retrieval algorithm that uses monthly derived and location-dependent linear regression coefficients.
DOI: 10.6084/m9.figshare.28667813
title: Supplementary Material for: Thyroid Disorders as a Risk Factor for Neurodegenerative Proteinopathies: A Large-Scale Propensity Score-Matched Analysis

description: Introduction: The relationship between thyroid disorders and neurodegenerative diseases remains poorly understood. This large-scale retrospective cohort study aimed to investigate the association between thyroid disorders and various neurodegenerative diseases, as well as the potential impact of thyroidectomy.
Methods: We analyzed data from 3,719,666 patients with thyroid disorders and 2,945,438 controls from 120 healthcare organizations. After propensity score matching, each group included 2,033,096 patients. We compared the risk of neurodegenerative diseases between these groups and examined the effect of thyroidectomy in a subgroup analysis of 31,753 matched pairs.
Results: Patients with thyroid disorders showed significantly higher risks of Alzheimer's disease (RR=1.15, 95%CI: 1.110-1.195), Parkinson's disease (RR=1.25, 95%CI: 1.187-1.318), amyotrophic lateral sclerosis (RR=1.35, 95%CI: 1.131-1.622), frontotemporal dementia (RR=1.44, 95%CI: 1.219-1.702), Lewy body dementia (RR=1.15, 95%CI: 1.107-1.186), progressive supranuclear palsy (RR=1.41, 95%CI: 1.095-1.819), vascular dementia (RR=1.32, 95%CI: 1.266-1.369), Niemann-Pick disease type C (RR=1.34, 95%CI: 1.092-1.638), and Wilson's disease (RR=1.26, 95%CI: 1.056-1.507). Interestingly, the risk of multiple sclerosis was lower (RR=0.80, 95%CI: 0.738-0.862). Thyroidectomy was associated with a 44.2% lower risk of Lewy body dementia (RR=0.558, 95%CI: 0.339-0.919, p=0.020).
Conclusion: Thyroid disorders are significantly associated with an increased risk of several neurodegenerative diseases. Thyroidectomy may have a protective effect against Lewy body dementia. These findings suggest a complex relationship between thyroid function and neurodegeneration, emphasizing the need for neurological monitoring in patients with thyroid disorders and further research into thyroid-brain interactions.
DOI: 10.6084/m9.figshare.28683017
title: Supplementary Material for: Effect of Surface Perturbation Treadmill Training Program on Strategies and Kinematics of Reactive Stepping during Standing in Older Adults: A Single-Blinded Randomized Controlled Trial

description: Introduction: perturbation-based balance training reduces fall rates dramatically by triggering and improving balance recovery skills. We aimed to investigate whether multidirectional surface perturbation treadmill training, which explicitly challenges age-related impairments in reactive responses, can improve balance recovery responses in standing and reduce annual falls. Methods: This was a two-arm parallel-group randomized controlled trial with concealed allocation, blinded assessors, data analyzers, and intention-to-treat analysis. Fifty-three older adults aged 80.1±5.2 years, living in retirement housing, were randomized into two groups: 1) surface perturbation-based hands-free treadmill training (SPTT, n=27) and control group, hands-free treadmill walking training without perturbations (TT, n=26). Both received a 12-week, 24-session training program. For primary outcomes, we evaluated balance recovery, pre- and post-intervention, by stepping thresholds, percent of stepping responses, total probability of stepping, and kinematics of reactive stepping to lateral-surface perturbations in standing. Fall incidents were monitored prospectively one year after training for a secondary outcome. Results: Both groups showed a significant decrease in the percentage of multiple-step responses (p=0.013) and a shorter total recovery time to recover balance (p=0.006). Compared with the TT, the SPTT led to a more significant reduction in single-step and multiple-step thresholds (p=0.003 and p=0.002, respectively), total probability of stepping (p=0.008), shorter first-step length (p=0.003), total steps path length (p=0.007) and decreased total center of mass (CoM) displacement (p=0.040) during recovery stepping. One-year prospective fall monitoring revealed nine fall events in the SPTT group compared to 17 in the TT group. Although these numbers are insignificant, they imply a potential generalization that SPTT can reduce annual falls. Conclusion: A 12-week SPTT reduces the risk of falls by improving reactive balance responses in retirement-housing older adults. Findings suggest that the primary benefit of SPTT was better control in the CoM following perturbations. This study addressed the generalizability of PBT benefits from walking to standing and the personalization of perturbation training to enhance effectiveness and real-life applicability.
DOI: 10.7265/z6e8-3027
title: International Ice Patrol Annual Count of Icebergs South of 48 Degrees North, 1900 to Present
DOI: 10.12761/sgn.2021.04.1
title: Integrated use of enhanced natural history collections is key to solve the biodiversity crisis
DOI: 10.1285/i20356609v14i3p998
title: Social Movement Gains and Losses: Dilemmas of Arena Creation

description: Social movements never entirely win or lose, nor do they suddenly appear or disappear. Just as their component parts recombine and continue in other forms, so movements have dozens of impacts of various kinds. To make sense of this complexity we propose examining the outcomes of political interactions for a variety of players (including individuals) across a range of arenas. Given the acknowledged tradeoffs and dilemmas of collective action, we would expect packages of outcomes to appear together sometimes; for example, gains in street mobilization may lead to losses in the form of a damaged reputation or police repression. The first step to explaining such patterns is to identify and name them. We examine one of these outcome patterns, the arena-ownership package, through the case of Seattle's historic $15 per hour wage law passed in 2014, the first ever in a major U.S. city. The players who crafted the bill included an avowed Socialist, the owner of Seattle's iconic Space Needle tower, many representatives of the city's labor movement, and the newly elected Democratic Mayor Ed Murray. These diverse players moved through a series of complex arenas to arrive at the legislative outcome. In this case, we find players who create new arenas, rather than only using already-existing arenas. This move is associated with a typical package of gains and losses: increased control for the player on the one hand, but corresponding losses and risks—the alienation of excluded players and increased perception of responsibility. The creating player is blamed for the arena's failures as well as credited with its successes.
DOI: 10.1285/i24212113v4i2p34
title: Activism, intersectionality, and community psychology: The way in which Black Lives Matter Toronto helps us the examine white supremacy in Canada's LGBTQ community

description: Black Lives Matter's Toronto chapter protested at the city's 2016 LGBTQ Pride parade to make pointed demands for more funding, access to space, and the removal of police presence at future pride celebrations. Their protest led to polarizing discussions about Black Lives Matter's involvement in the community and white supremacy in the LGBTQ community, with rhetoric that attempted to separate blackness from queerness and transness. Drawing from the protest and its tumultuous aftermath and from literature on Black Lives Matter and the LGBTQ movement, this paper explores points of tension and intersection between the Black Lives Matter movement and the LGBTQ movement. It then examines critical race theory, queer theory, transgender studies, and intersectionality as theoretical lenses for Black Lives Matter and LGBTQ movements. Implications for community psychology praxis with Black Lives Matter and LGBTQ movements are outlined.
DOI: 10.15468/dl.6xjv4x
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elpidium Müller, 1880"
 ]
}

 The dataset includes 86 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077644-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/83ktr8mjgz.1
title: The Development and Validation of an Investigator Global Assessment Score for Keratosis Pilaris

description: Supplementary data for article:
DOI: 10.24432/c5c323
title: Twenty Newsgroups
DOI: 10.24432/c5p338
title: RT-IoT2022
DOI: 10.25318/36280001202100600006-eng
title: Use of the Canada Emergency Wage Subsidy program by employer businesses in 2020

description: The purpose of this article is to provide information on how the Government of Canada’s Canada Emergency Wage Subsidy (CEWS) program has been used by employer businesses, how the usage differs by industry and business size, and characteristics of businesses who used the CEWS. This information can help Canadians better understand the impact of the COVID-19 health crisis on Canadian businesses and how businesses made use of government’s financial supports.
DOI: 10.3886/e197947v1
title: Data and Code for: Skill remoteness and post-layoff labor market outcomes

description: This paper quantifies how the local skill remoteness of a laid-off worker’s last job affects subsequent wages, employment, and mobility rates. Local skill remoteness captures the degree of dissimilarity between the skill profiles of the worker’s last job and all other jobs in a local labor market. I implement a measure of local skill remoteness at the occupation-city level and find that higher skill remoteness at layoff is associated with persistently lower earnings after layoff. Earnings differences between workers whose last job was above or below median skill remoteness amount to a loss of more than $10,000 over 4 years, and are mainly accounted for by lower wages upon re-employment (not lower hoursworked). Workers who lost a skill-remote job also have a higher probability of changing occupation, a lower probability of being re-employed at jobs with similar skill profiles, and a higher propensity to migrate to another city after layoff. Finally, I show that jobs destroyed in recessions are more skill-remote than those lost in booms. Taking all these facts together, I conclude that the local skill remoteness of jobs is an empirically relevant factor to understand the severity and cyclicality of displaced workers’ earnings losses and reallocation patterns.
DOI: 10.3886/e198204v1
title: Data and code for: A Unified Model of Learning to Forecast

description: We propose a model of boundedly rational and heterogeneous expectations that unifies adaptive learning, k-level reasoning, and replicator dynamics. Level-0 forecasts evolve over time via adaptive learning. Agents revise over time their depth of reasoning in response to forecast errors, observed and counterfactual. The unified model makes sharp predictions for when and how fast markets converge in Learning-to-Forecast Experiments, including novel predictions for individual and market behavior in response to announced events. <br><br>This repository contains
the raw data of the experiment to the test the unified model. It
contains experimental data collected in the UNSW Sydney Business School BizLab
in 2018 and in the University of Sydney School of Economics Experimental Lab in
2019. Subject played a learning-to-forecast game, where they were paid based on
the accuracy of their forecasts. The subjects forecasted the price of a good traded
in simple demand and supply dynamic market environment with a production lag.
The market featured structural changes to the environment, which were fully
known to subjects. How subjects' forecasts incorporated the information about
the structural change is the main question of interest. <br>
description: Laboratory experiment
description: coded on-site observation;
DOI: 10.3886/e199191v1
title: Data and Code for: Job Displacement and Earnings Losses: the Role of Joblessness

description: A large literature finds that workers displaced in mass layoffs experience persistentearnings losses. We find that the earnings penalty from job displacement is mediatedby the length of the jobless spell after displacement. Workers who experience little orno joblessness suffer no losses on average; those who experience a prolonged period ofjoblessness experience large, persistent earnings losses. Job movers who experiencejoblessness tend to move to lower paying firms, a phenomenon which informs ourunderstanding of the mechanisms that generate earnings losses. We also find thatjobless duration predicts earnings outcomes for separators generally, not only displacedworkers.
description: All firms and workers in five large states along with jobs held by those workers in other states.
DOI: 10.5258/soton/wp00267
title: Thailand 100m Population

description: DATASET: Alpha version 2010, 2015 and 2020 estimates of numbers of people per pixel ('ppp') and people per hectare ('pph'), with national totals adjusted to match UN population division estimates (http://esa.un.org/wpp/) and remaining unadjusted. 
REGION: Asia 
SPATIAL RESOLUTION: 0.000833333 decimal degrees (approx 100m at the equator) 
PROJECTION: Geographic, WGS84 
UNITS: Estimated persons per grid square 
MAPPING APPROACH: Random Forest 
FORMAT: Geotiff (zipped using 7-zip (open access tool): www.7-zip.org) 
FILENAMES: Example - VNM_ppp_v2b_2010_UNadj.tif = Vietnam (VNM) population per pixel (ppp) map for 2010 (popmap10) adjusted to match UN national estimates (UNadj), version 2b (v2b) 
DATE OF PRODUCTION: September 2014 

Also included: (i) Metadata html file, (ii) Google Earth file, (iii) Population datasets produced using original census year data
DOI: 10.5281/zenodo.13693144
title: Functionally Important Residues from Graph Analysis of Co-evolved Dynamical Couplings

description: This dataset contains input files and trajectories for class A β-lactamase SHV-1.
DOI: 10.5281/zenodo.13970175
title: Data for ''Symmetry-protection Zeno phase transition in monitored lattice gauge theories''

description: Data and script for the all figures in the paper "Symmetry-protection Zeno phase transition in monitored lattice gauge theories"

each folder contains .txt or .npy files with the numerical data and a python script to generate the figure as presented in the manuscript, modulo minor aesthetic changes.