cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1187207
title: Diplos/Hic Paper Companion Dataset

description: This data set is meant to accompany the diploS/HIC software documentation found here: https://github.com/kern-lab/diploSHIC/wiki/A-soup-to-nuts-example

 

The actual diploS/HIC paper can be found here: https://www.biorxiv.org/content/early/2018/02/18/267229
DOI: 10.17632/7ycb8r2c53.1
title: Single grain kernel model results

description: This data is from a model developed, which predicts the mass and heat transfer in a grain kernel. The model is based on the work of Fortes et.al. (1981), where four different drying conditions are tested and validated with experimental data. The data given is the moisture content and temperature in a grain kernel being dried under the four different conditions. The initial conditions, properties and geometry are as presented in Fortes et.al. (1981). M. FORTES; M. R. Okos; J. and R. BARRETT, JR; Heat and Mass Transfer Analysis of Intra-kernel Wheat Drying and Rewetting; J. agric. Engng Res. (1981) 26, 109-125
DOI: 10.17632/h5s34vrvny.1
title: The effects of particulate matter on atopic dermatitis symptoms are influenced by weather type: Application of spatial synoptic classification (SSC)

description: This data set is built to investigate how the effects of particulate matter (PM) on atopic dermatitis (AD) symptoms are influenced by weather type. A total of 125 young children (76 boys and 49 girls) under six years of age with AD living in Seoul, Korea, were enrolled as a panel and followed for 17 months between August 2013 and December 2014. Data include symptom presence, PM2.5, PM10, temperature, relative humidity, and weather type which includes dry moderate (DM), dry polar (DP), dry tropical (DT), moist moderate (MM), moist polar (MP), and moist tropical (MT), plus a transitional (TR) category, on a daily basis. Age, sex, SCORAD at enrollment, presence of fever as a proxy for infection, use of topical corticosteroids (TCS), and day of week (DOW) are also included as confounding factors. Exposure to PM2.5 and PM10 by each individual was estimated with time-weighted average concentrations, considering outdoor and indoor levels of PMs and time-activity of each individual.
DOI: 10.17909/t9hd59
title: HST WFC3/IR F110W,F160W + ACS/WFC F606W Imaging of 16 Globular Clusters Towards the Galactic Bulge
DOI: 10.5281/zenodo.1186906
title: Ambiscaper Example Dataset

description: AmbiScaper example dataset v0.2 (IWAENC2018 release)

The folder contains 300 annotated Ambisonics reverberant soundscapes created by AmbiScaper.

They might be useful for Blind Source Separation and Source Localization tasks, or just for pleasure.

Each soundscape has a duration of 5 seconds, and contains 1, 2 or 3 simultaneous sound sources (corresponding with dataset0, dataset1 and dataset2, respectively). Sources are audio excerpts with a maximum duration of 2 seconds. Reverbs are randomly taken from the BINCI Ambisonics Room Impulse Response dataset (https://doi.org/10.5281/zenodo.1417727)

Implementation details:

- Obtained with commit version bce1fe202cd530844667dc4eb78378be0fe8a284 (14th September 2018).

- Python 2.7.10, OSX 10.11.5

- Created with `examples/generate_database.py` script.

- The dataset used is a subset of the "Anechoic Audio Database@ from www.openairlib.net, and can be downloaded here.
DOI: 10.5281/zenodo.1186907
title: Ambiscaper Example Dataset

description: AmbiScaper example dataset

The folder contains 100 annotated Ambisonics reverberant soundscapes created by AmbiScaper.

They might be useful for Blind Source Separation and Source Localization tasks, or just for pleasure.

Each soundscape has a duration of 5 seconds, and contains from 2 to 6 different sources, located at random positions. Sources are audio excerpts with a duration up to 2.5 seconds. 

Implementation details:

- Obtained with commit version 5a65ab25042d81baf2b6dfbd0dbea524d81a3021 (1st March 2018).

- Python 2.7.10, OSX 10.11.5

- AmbiScaper parameters as defined in "test.py"

- The dataset used is a subset of the "Anechoic Audio Database@ from www.openairlib.net, and can be downloaded here.
DOI: 10.5281/zenodo.1183634
title: Rewarding Fitness Tracking – The Communication And Promotion Of Health Insurers' Bonus Programs And The Use Of Self-Tracking Data

description: The data set offers additional information for the study on "Rewarding Fitness Tracking – The Communication and Promotion of Health Insurers’ Bonus Programs and the Usage of Self-Monitored Data", to be submitted at HCII 2018.

The data set includes the full lists of German and Australian Health Insurers investigated, including a link to their apps.

This study aims at giving an overview on the current status quo of health insurances that investigate self-tracking opportunities and possible rewards for customers that share their fitness and health activities. We are interested in how insurers promote their health and well-being programs (intended program goals) and motivate customers to live healthier (incentives). We introduce research in progress while firstly focusing on the countries Germany and Australia. We discuss the current situation of health insurance clients’ data use, data security issues as well as long-term health benefits regarding those programs based on recent research on self-tracking activities. The research questions are:                            


	Which health insurers offer options for client to self-track health and fitness data?
	How do insurers communicate about the programs?
	How do those insurers communicate about data security?
DOI: 10.5281/zenodo.1183635
title: Rewarding Fitness Tracking – The Communication And Promotion Of Health Insurers' Bonus Programs And The Use Of Self-Tracking Data

description: The data set offers additional information for the study on "Rewarding Fitness Tracking – The Communication and Promotion of Health Insurers’ Bonus Programs and the Usage of Self-Monitored Data", to be submitted at HCII 2018.

The data set includes the full lists of German and Australian Health Insurers investigated, including a link to their apps.

This study aims at giving an overview on the current status quo of health insurances that investigate self-tracking opportunities and possible rewards for customers that share their fitness and health activities. We are interested in how insurers promote their health and well-being programs (intended program goals) and motivate customers to live healthier (incentives). We introduce research in progress while firstly focusing on the countries Germany and Australia. We discuss the current situation of health insurance clients’ data use, data security issues as well as long-term health benefits regarding those programs based on recent research on self-tracking activities. The research questions are:                            


	Which health insurers offer options for client to self-track health and fitness data?
	How do insurers communicate about the programs?
	How do those insurers communicate about data security?
DOI: 10.4225/08/5a99f3bddffb7
title: Parkes observations for project P892 semester 2017OCTS_BPSR_25

description: SUPERBx is an extension to the SUPERB survey which looks at the highest Galactic latitudes in a search for fast radio bursts (FRBs). We will focus our efforts at high Galactic latitudes where our previous work has shown FRB detectability to be as much as 3 times higher than in the plane. SUPERBx uses optimised GPU codes to search for pulsars and fast radio bursts (FRBs), making discoveries in real time. Handling our data as it comes in is essential for the SKA Phase I era so this work applies directly to the high-data rates of next generation telescopes. The FRBs discovered (we have already discovered five FRBs in this project) will have much more associated information than all previous detections. Firstly our discovery lag is ~1 second, rather than months/years. The Parkes observations will be shadowed by other radio telescopes (in particular the refurbished Molonglo which has now reached a level of performance where it has independently discovered 3 FRBs) to allow localisation of the discovered FRBs, and a host of optical and high-energy telescopes will then be triggered as appropriate. This is key for identifying FRB host galaxies, so as to solve the mystery of their progenitors and to exploit their many uses as tools for precision cosmology measurements.
DOI: 10.6073/pasta/2e522c2580bb25185790bba89772aaaf
title: Total dissolved organic carbon measurements at standard depths in the water column from nine CalCOFI cruises, 2008-2010.

description: Water column bottle samples at multiple depths are taken during CalCOFI cruises (since 2006, ongoing) at various CTD stations, and measurements of total organic carbon (TOC) are performed onshore in the lab. TOC includes both dissolved and particulate organic carbon (DOC and POC, respectively). In open ocean waters, POC is subtracted from TOC, and likely provides an accurate estimate of DOC because particles are typically small and homogeneously distributed in the sample. In coastal waters, and at stations where relatively high chlorophyll concentrations are present, the TOC measurement is not easily converted to DOC by subtracting POC values. Experience has shown that particles in these regions are large and inhomogeneously distributed. Therefore, samples collected in the CCE are reported as TOC, expressed as micromoles of carbon per liter of sea water.
DOI: 10.5281/zenodo.1183967
title: My Twitter Data Export

description: This is my Twitter public data as exported by Twitter Inc. Is used with research purposes on Data Activism and political discourse on social networks.
DOI: 10.5281/zenodo.1183968
title: My Twitter Data Export

description: This is my Twitter public data as exported by Twitter Inc. Is used with research purposes on Data Activism and political discourse on social networks.
DOI: 10.6073/pasta/177f165bfb3f1fa08b95ae26133806d2
title: Watercolumn total Th-234 from samples collected aboard Palmer Station Antarctica LTER annual cruises off the western antarctic peninsula, 2012-2014

description: Total watercolumn Th-234 was determined at stations in the Palmer Station Antarctica LTER sampling grid from Jan 2012 - Jan 2014 (see Stukel et al. 2015, GBC for methods details). Th-234 can be used as a tracer for particle cycling in the upper water column. To compute carbon export from this Th-234 data please see the C:Th-234 ratio discussion in the supplement to Ducklow et al., (in review, Philosophical Transactions of the Royal Society A).
DOI: 10.3886/e100713v3
title: Uniform Crime Reporting Program Data: National Incident-Based Reporting System, 2015

description: Please use the data from ICPSR <br><br>https://www.icpsr.umich.edu/icpsrweb/NACJD/studies/36795<br><br>
description: Crime incidents in reporting police agencies during 2015.Smallest Geographic Unit: Police agency
DOI: 10.5281/zenodo.1187126
title: Axiom Face Database

description: The main purpose of building the AXIOM Face Database was to gather challenging pictures for fine-tuning object recognition algorithms for facial analysis based on state-of-the-art machine learning techniques. Additionally, the database was also developed with the aim of enriching with supplementary human-annotated pictures existing datasets that are used for training demographic face estimation algorithms.<br>
By taking into account these initial requirements, a team in the University of Siena collected pictures of faces of people who previously provided their written consent to participate in the experiment. The AXIOM Face Database includes both frontal and non-frontal images captured in multiple poses using different illumination conditions. More particularly, the database features 123 multiethnic individuals for whom 25 pictures were captured showing partially occluded faces coming from wearing glasses, sunglasses, caps, hats or scarves.
DOI: 10.5281/zenodo.1187127
title: Axiom Face Database

description: The main purpose of building the AXIOM Face Database was to gather challenging pictures for fine-tuning object recognition algorithms for facial analysis based on state-of-the-art machine learning techniques. Additionally, the database was also developed with the aim of enriching with supplementary human-annotated pictures existing datasets that are used for training demographic face estimation algorithms.<br>
By taking into account these initial requirements, a team in the University of Siena collected pictures of faces of people who previously provided their written consent to participate in the experiment. The AXIOM Face Database includes both frontal and non-frontal images captured in multiple poses using different illumination conditions. More particularly, the database features 123 multiethnic individuals for whom 25 pictures were captured showing partially occluded faces coming from wearing glasses, sunglasses, caps, hats or scarves.
DOI: 10.3886/e101721v1
title: US Department of Education College Scorecard Data

description: The College Scorecard project is designed to increase transparency, 
putting the power in the hands of students and families to compare how 
well individual postsecondary institutions are preparing their students 
to be successful. This project provides data to help students and 
families compare college costs and outcomes as they weigh the tradeoffs 
of different colleges, accounting for their own needs and educational 
goals.<br>
description: Not applicable – see data dictionary for further explanation of included measurements <br><br>
description: Response Rates: 3,925 degree granting undergraduate institutions (percentage unknown)<br>
description: Presence of Common Scales: IPEDS codes used to name and define variables – see data dictionary for full definition <br><br>
description: self-enumerated questionnaire~~Collected annually through surveys administered by the Department of Education's National Center for Education Statistics (NCES). <br>
description: <br>All undergraduate degree-granting institutions of higher education.<br>Smallest Geographic Unit: Latitude and Longitude points for school locations
description: No sampling; all degree granting undergraduate institutions in the US.<br>
DOI: 10.5281/zenodo.1187141
title: Speeches Sj And Mz, Annotation Version 02 Mar 2018

description: First version of annotated keynote speech excerpts of SJ amd MZ (4 audio files and the corresponding PRAAT Textgrid files created by Jana Voße, Esther Novák-Tót, Jana Thumm, and Simón Gonzalez Ochoa)
DOI: 10.5281/zenodo.1187140
title: Speeches Sj And Mz, Annotation Version 02 Mar 2018

description: First version of annotated keynote speech excerpts of SJ amd MZ (4 audio files and the corresponding PRAAT Textgrid files created by Jana Voße, Esther Novák-Tót, Jana Thumm, and Simón Gonzalez Ochoa)
DOI: 10.6073/pasta/f08a576bcff2ae83b854c9288719ba47
title: Soil organic matter responses to nutrient enrichment in the Nutrient Network:Nutrient Network. A cross-site investigation of bottom-up control over herbaceous plant community dynamics and ecosystem function.

description: This experiment is one implementation of a globally distributed experiment, known as the Nutrient Network. At Cedar Creek, as in over 70 other sites in grasslands around the world, the experiment aims to describe impacts of increased nutrients (nitrogen, phosphorus, potassium, sulfur and other metals) and decreased herbivory (removal of mammals by fencing). 

Two overarching questions are being explored with these manipulations:

1. To what extent are plant production and diversity co-limited by multiple nutrients in herbaceous-dominated communities?
	
2. Under what conditions do grazers or fertilization control plant biomass, diversity, and 
composition?

By utilizing identical protocols at diverse grassland sites around the world, NutNet aims to uncover both the generalities in ecosystem functioning, and the contingencies or differences which can obscure those common mechanisms.

In addition to the standard NutNet protocol, e247 includes an additional low Nitrogen gradient (1 gram Nitrogen per meter squared per year and 5 grams Nitrogen per meter squared per year in addition to the standard 10 grams Nitrogen per meter squared per year).
DOI: 10.6073/pasta/1c404aace192f1cf5d866723f35e262b
title: Effects of Salicaceae species litter type and moisture at 10 paired wetland by upland plots:Specialization, maintenance of diversity and ecosystem consequences of  growth defense trade-offs in a model system:  the hyper-diverse willow communities of Cedar Creek

description: Cedar Creek includes a diversity of habitats, which support an astonishing number of species (15) from a single evolutionary lineage: the willow family (Salicaceae). The physiological tolerances and abiotic mechanisms that maintain natural diversity in this hyper-diverse system are beginning to be understood; the role of biotic interactions, however, remains a major gap in understanding. We hypothesize that insect herbivory plays a critical role in niche partitioning, providing an important explanation for high willow diversity. Using a replicated series of common gardens and insect herbivore manipulations in resource rich and resource poor habitats, we are testing for evolved trade-offs between defense investment and growth rate. We expect specialized plant syndromes to emerge along the continuum from ???herbivore escape??? via fast growth in high resource environments to ???anti-herbivore protection??? via heavy investment in defense in low resource environments. Evolved growth/defense strategies that promote diversity are also likely to have ecosystem consequences due to foliar chemical influences on decomposition and the composition and diversity of the insect communities they support. The proposed research takes advantage of natural diversity, providing an important model system at Cedar Creek.
DOI: 10.6073/pasta/436f9d824edc5b3b3c77d871d897511d
title: Initial Salicaceae species litter chemistry:Specialization, maintenance of diversity and ecosystem consequences of growth defense trade-offs in a model system: the hyper-diverse willow communities of Cedar Creek

description: Cedar Creek includes a diversity of habitats, which support an astonishing number of species (15) from a single evolutionary lineage: the willow family (Salicaceae). The physiological tolerances and abiotic mechanisms that maintain natural diversity in this hyper-diverse system are beginning to be understood; the role of biotic interactions, however, remains a major gap in understanding. We hypothesize that insect herbivory plays a critical role in niche partitioning, providing an important explanation for high willow diversity. Using a replicated series of common gardens and insect herbivore manipulations in resource rich and resource poor habitats, we are testing for evolved trade-offs between defense investment and growth rate. We expect specialized plant syndromes to emerge along the continuum from ???herbivore escape??? via fast growth in high resource environments to ???anti-herbivore protection??? via heavy investment in defense in low resource environments. Evolved growth/defense strategies that promote diversity are also likely to have ecosystem consequences due to foliar chemical influences on decomposition and the composition and diversity of the insect communities they support. The proposed research takes advantage of natural diversity, providing an important model system at Cedar Creek.
DOI: 10.6073/pasta/aaa7108b68b5ef64c43bf2332120b483
title: Soil nitrate, ammonium, and gravimetric moisture:BAC: Biodiversity and Climate

description: Climate changes forecast for our region by GCM???s and shifts in biodiversity and composition each have the potential to alter ecosystem functioning; their interactive effects are unknown. The "BAC" experiment is designed to determine the direct and interactive effects of plant species numbers, plant community composition, temperature, and precipitation on 11 productivity, C and N dynamics, stability, and plant, microbe, and insect species abundances in CDR grassland ecosystems.
DOI: 10.6073/pasta/ef573dc0e7a85832cff26d65020feee4
title: Ground level light:BAC: Biodiversity and Climate

description: Climate changes forecast for our region by GCM???s and shifts in biodiversity and composition each have the potential to alter ecosystem functioning; their interactive effects are unknown. The "BAC" experiment is designed to determine the direct and interactive effects of plant species numbers, plant community composition, temperature, and precipitation on 11 productivity, C and N dynamics, stability, and plant, microbe, and insect species abundances in CDR grassland ecosystems.
DOI: 10.6073/pasta/19e96e917e5bb5351147208426926b7d
title: Root biochemistry:Microbial composition and function across an old-field chronosequence

description: As mediators of biogeochemical cycles, understanding the ecological forces structuring soil microbial communities is of ecosystem-level significance. Due to gradual shifts in plant species composition and litter addition through time, succession can be used as a model to understand how plant communities shape microbial community composition and function in soil. Numerous studies have investigated microbial biomass and diversity along successional gradients, yet few have quantified changes in microbial communities. Using the established successional dynamics experiment at Cedar Creek, principal investigators Lauren C. Cline and Donald R. Zak investigated the influence of plant community composition in structuring microbial community composition and function. Specifically, their research addressed the following questions: 1. Do shifts in saprotrophic microbial communities correlate to changes in plant community composition through successional time? 2. What is the relative influence of soil properties and plant community characteristics in determining microbial community dynamics?
Cline and Zak sampled soils from 8 established abandoned agricultural fields (e054), as well as three adjacent forests representing potential late-successional ecosystems, to investigate microbial dynamics using three complementary approaches: targeted sequencing of fungal and bacterial communities, quantitative PCR, and shotgun metagenomics. Further, the characterization of soil properties across the chronosequence will enable us to disentangle the impact of abiotic factors in structuring microbial communities.