cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/3qoguh
title: Rote Liste der Heuschrecken der Schweiz

description: This dataset contains the digitized treatments in Plazi based on the original journal article Monnerat C., Thorens P., Walter T., Gonseth Y. (2007): Rote Liste der Heuschrecken der Schweiz. Umwelt-Vollzug 7 (19): 1-62, DOI: 10.5281/zenodo.270238
DOI: 10.3886/e100558v1
title: Jobs Proximity Index, U.S. Department of Housing and Urban Development (HUD)

description: The jobs proximity index quantifies the accessibility of a given residential neighborhood as a function of its distance to all job locations within a CBSA, with larger employment centers weighted more heavily. Specifically, a gravity model is used, where the accessibility (Ai) of a given residential block- group is a summary description of the distance to all job locations, with the distance from any single job location positively weighted by the size of employment (job opportunities) at that location and inversely weighted by the labor supply (competition) to that location. More formally, the model has the following specification: (see attached image)<br><br>Where i indexes a given residential block-group, and j indexes all n block groups within a CBSA. Distance, d, is measured as “as the crow flies” between block-groups i and j, with distances less than 1 mile set equal to 1. Erepresents the number of jobs in block-group j, and L is the number of workers in block-group j.The Longitudinal Employer-Household Dynamics (LEHD) has missing jobs data in all of Puerto Rico and a concentration of missing records in Massachusetts.InterpretationValues are percentile ranked with values ranging from 0 to 100. The higher the index value, the better the access to employment opportunities for residents in a neighborhood.Data Source: Longitudinal Employer-Household Dynamics (LEHD) data, 2014<br><br>Data Current as of: 2/22/2017<br>DATASET ATTRIBUTESGEOIDTextSTATETextCOUNTYTextTRACTTextBLOCKGROUPTextjobs_idxNumberjobs_alt_idxNumberschl_idxNumberShape__AreaNumbermin: 4.54   max: 1,248,999,331,413.33   avg: 97,385,218.81   count: 220,032Shape__LengthNumber<br><br>
description: Values are percentile ranked with values ranging from 0 to 100. The higher the index value, the better the access to employment opportunities for residents in a neighborhood.
DOI: 10.17632/7hdbzkk672.1
title: Data for: The Formative Phase of the Helmand Civilization, Iran and Afghanistan: New Data from Compositional Analysis of Ceramics from Shahr-i Sokhta and Mundigak.

description: Ppm data from INAA of ceramics from the archaeological sites of Shahr-i Sokhta, Iran and Mundigak, Afghanistan.
DOI: 10.17632/hf989fyswj.1
title: Data for: The Individual Determinants of Support for Open Space Bond Referendums
DOI: 10.17632/hmy28fkjfc.1
title: Data for: Asymmetric peer effects in capital structure dynamics
DOI: 10.3886/e101395v1
title: Bureau of Labor Statistics Industry Injury and Illness Data

description: Employer-reported workplace injuries and illnesses, between 1994 and 2017.
DOI: 10.5281/zenodo.2428081
title: Data for the Eastern African power pool's energy systems model, developed in OSeMOSYS

description: This repository consists of the following datasets

1.  EAPP_reference scenario_datafile.DD- This dataset is a model file that needs to be used with the code available in this GitHub link. This data file (in concurrence with the OSeMOSYS code) can be used to create a linear programming file (LP file) to be solved using any mathematical optimisation solver like GLPSOL/C-PLEX/GUROBI/CBC.

2. Main article_EAPP_data for figures.xlsx- This excel file contains the base data used to illustrate the figures in the main article.

3. Supplementary article_EAPP_data for figures.xlsx- This excel file contains the base data used to illustrate the figures in the supplementary article.
DOI: 10.5281/zenodo.2428846
title: FESOM2 scaling experiments

description: Spreadsheet tables with results of FESOM2 scaling experiments performed for the paper "Measuring and optimizing the parallel performance of unstructured ocean model FESOM2" submitted to GMD.
DOI: 10.5281/zenodo.2428847
title: FESOM2 scaling experiments

description: Spreadsheet tables with results of FESOM2 scaling experiments performed for the paper "Measuring and optimizing the parallel performance of unstructured ocean model FESOM2" submitted to GMD.
DOI: 10.17632/kzf2893ddh.1
title: Cross-section of rubidium D1 and D2 far wing line shapes with rare gas partners

description: Cross-section of rubidium D1 and D2 with rare gasses.
DOI: 10.17632/ttpmbjkbs9.1
title: Data for: High-resolution foraminifer stable isotope record of MIS 19 at Montalbano Jonico, southern Italy: a window into Mediterranean climatic variability during a low-eccentricity interglacial

description: These four files include all the data relevant for the article entitled "High-resolution foraminifer stable isotope record of MIS 19 at Montalbano Jonico, southern Italy: a window into Mediterranean climatic variability during a low-eccentricity interglacial” by S. Nomade., F. Bassinot., M. Marino., Q. Simon ., F. Dewilde., P. Maiorano., G. Isguder., D. Blamart., A. Girone., V. Scao., A. Pereira., F. Toti., A. Bertini., N. Combourieu-Nebout., M. Peral., D. L. Bourlès., P. Petrosino., S. Gallicchio and N. Ciaranfi. - Be-ratio dataSM1 is the 10 Be and 9 Be measurments - Stable Isotopes Data SM2 includes all stables isotope measurments from IDEAL and CIARANFI MASTER sections - SM3 corresponds to the full 40Ar/39Ar dataset and blank corrections - Supplementary SM4 present all the data to build figure 5 incuding Planktonic form warm water counting, Ostracod paleo depth, Factor 1 paleodepth, Pollen Index
DOI: 10.17632/vy7byh7pzk.1
title: Cross-section of rubidium D1 and D2 far wing line shapes with rare gas partners

description: Cross-section of rubidium D1 and D2 with rare gasses.
DOI: 10.5066/p9v8ed23
title: Geospatial dataset of flood-inundation maps for Cayuga Inlet, Sixmile Creek, Cascadilla Creek, and Fall Creek at Ithaca, New York

description: Digital flood-inundation maps for a 2.9-square-mile area of Ithaca, New York, were created in 2015-18 by the U.S. Geological Survey in cooperation with the City of Ithaca, New York, and the New York State Department of State. The flood-inundation maps depict estimates of the maximum areal extent and depth of flooding corresponding to selected flood frequencies for Cayuga Inlet, Sixmile Creek, Cascadilla Creek, and Fall Creek and selected water-surface elevations of Cayuga Lake. Flood profiles for the stream reaches were computed by combining a one-dimensional step-backwater model for the stream channels and a two-dimensional model for the overbank areas. The resulting hydraulic model was calibrated by using water-surface profiles from five observed storm events. The model was then used to compute 15 water-surface profiles for 5 flood frequencies (50- , 10- , 2- , 1- , and 0.2-percent annual exceedance probabilities, or 2- , 10- , 50- , 100- , and 500-year recurrence intervals) and 3 lake levels (representing average conditions, a 2-year-high condition, and a 100-year-high condition). The simulated water-surface profiles were then combined with a digital elevation model (derived from light detection and ranging data having 0.31-foot vertical accuracy and 3.3-foot horizontal resolution) to delineate the maximum area flooded at each water level. Flood-inundation maps and geographic information system flood-extent polygons and depth grids are available in the data release associated with this report . These maps can provide emergency management personnel and residents with information that is critical for flood-management planning, flood-response activities, and postflood recovery efforts.
DOI: 10.5281/zenodo.2429024
title: Timing data for algorithms for calculating steady state distributions of continuous time Markov chains

description: Data showing the timings for a number of algorithms for the computation of the steady state of a continuous time Markov chain:


	Numeric integration;
	Matrix exponential;
	Eigenvector;
	Solve a linear algebraic system;
	Approximately solving a linear algebraic system.


All calculations were done using implementations in Python for a blog post at https://vknight.org/blog/
DOI: 10.5281/zenodo.2429025
title: Timing data for algorithms for calculating steady state distributions of continuous time Markov chains

description: Data showing the timings for a number of algorithms for the computation of the steady state of a continuous time Markov chain:


	Numeric integration;
	Matrix exponential;
	Eigenvector;
	Solve a linear algebraic system;
	Approximately solving a linear algebraic system.


All calculations were done using implementations in Python for a blog post at https://vknight.org/blog/
DOI: 10.21227/8dt8-gx46
title: MM-TBM evaluation datasets

description: These datasets were generated in a computer network environment where eXfiltration Advanced Persistent Threats were launched against a number of high-value targets.It is the alert log of the Security Onion SIEM which aggregates alerts from network and host-based intrusion detection systems that are securing the network environment.Background traffic and attack clutter (noise) are also injected in the network alongside the cyber attacks. In order to confuse the algorithm, clutter attacks generate similar evidence to that of the cyber attack that relatess to the ground truth.
DOI: 10.5066/p93tom58
title: Hawaii Volcanoes National Park Elepaio nest monitoring and black rat mark recapture data 2015-2017

description: In Hawaii and other oceanic islands with few native land mammals, black rats (Rattus rattus) are among the most damaging invasive vertebrate species to native forest bird populations and habitats, due to their arboreal behavior and generalist foraging habitats and habitat use. We evaluated the nesting response of Hawaii Elepaio (Chasiempis sandwichensis; Monarchidae), a generalist insectivore, to the removal of black rats using rodenticide in a before-after-control-impact study in high and low, mesic montane habitat recovering from long-term damage from introduced ungulates and weeds. We monitored nesting and rat activity during 2015-2016 before applying diphacinone bait in 2017 to remove rats from two 700 x 700-m treatment plots that were paired with two non-treatment plots. We continued monitoring through July 2017. This data release consists of three tabular datasets including nest monitoring data, rat capture data, and spatial data for all field plots.
DOI: 10.15468/jtawfd
title: Agroeca dentigera Kulczynski, 1913, a liocranid spider new to Britain (Araneae, Liocranidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Felton, C. J., Merrett, P. (2004): Agroeca dentigera Kulczynski, 1913, a liocranid spider new to Britain (Araneae, Liocranidae). Bulletin of the British Arachnological Society 13 (1): 90-92, DOI: 10.5281/zenodo.819807
DOI: 10.25345/c55p67
title: MassIVE MSV000083263 - GNPS-MicrobialIsolates_CFlungs
title: These microbes were isolated from human lungs associated with cystic fibrosis
DOI: 10.3886/e107833v1
title: Data for FLA article Self-assessment: How Reliable is it in Assessing Oral Proficiency over Time?

description: Abstract: Second language (L2) learners can assess their oral skills with some accuracy. A question is whether learners can reliably use self-assessment to track their language gains over time. During the spring of two subsequent years, 80 university L2-Chinese learners completed an oral-skills self-assessment based on the NCSSFL-ACTFL Can-do Statements (2015), and took an ACTFL OPIc. Results were compared to see how accurate the self-assessments were and to determine if the students’ self-assessment skills improved. Most students’ OPIc gains were reflected in their self-assessment gains; meanwhile, learners tended to under-assess rather than over-assess their skills. Students at the Novice and Advanced proficiency levels were more accurate self-assessors than were Intermediate-level learners. There was no difference in self-assessment-rating accuracy between Years 1 and 2. The findings suggest that self-assessment based on the NCSSFL-ACTFL Can-do Statements is valuable for low-stakes assessments, for example, to monitor students’ proficiency gains and to globally track the way in which language programs promote proficiency growth.
description: No weights.
description: Response Rates: The data subset includes 80 learners.
description: Presence of Common Scales: ACTFL OPIc scale of Novice Low to Superior, represented as numbers 1 through 10.
description: other~~web-based survey~~These data were collected as part of the National Security Education Program's Language Flagship Proficiency Initiative grant that was awarded to Principal Investigators Paula Winke and Susan Gass at Michigan State University, Award Number 0054-MSU-22-PI-280-PO2.
description: Chinese-language learners at Michigan State University in the undergraduate program who took the ACTFL OPIc tests at least twice with a one-year interval in between.Smallest Geographic Unit: Self-assessment scores; OPIc scores
description: Pseudo-random.
DOI: 10.5281/zenodo.2432026
title: Integrated Health Monitoring and Reinforcement of Transportation Structures with Optimized Low-Cost Multifunctional Braided Cables

description: Corresponding data set for Tran-SET Project No. 17STTAM04. Abstract of the final report is stated below for reference: "The objective of this research study is to design, fabricate, and characterize multifunctional high strength and self-sensing braided cables and structures using novel Fe-based shape memory alloys (SMAs). The system exploits unique properties of recently developed low-cost super-elastic FeMnAlNi SMAs, which enables excellent super-elastic properties, high strength, and self-sensing in structural health monitoring (SHM) systems. This novel material technology can be coupled with modeling efforts that allow for accurate prediction of both the materials and structural response during sensing. At the conclusion of the project, we have demonstrated that with careful design of processing parameters, it is possible to control the yield strength and superleastic properties of FeMnAlNi SMAs. We have fabricated, for the first time in the world, a large diameter wires and bars from these inexpensive iron based SMAs which are expected to help with scaling up the fabrication of these materials. In addition, we were able to develop a method for fabricating braided cables from the fabricated Fe-SMA wires and a lab scale experimental setup has been designed and built. Prototype design for the braiding weave was created and tested. Finally, an experimental setup has been designed and manufactured to measure changes in the magnetic response of the SMA braided cables under load in order to directly correlate the magnetic response with deflection and strain. Clearly, the successful fabrication of wires and braided cables of the inexpensive iron based SMAs with superelastic strains comparable to nickel-titanium SMAs and with favorable magnetic sensing capabilities have significant implications for transportation infrastructure as these materials can provide structural health monitoring capability while also mitigating large shape changes during natural disasters. Future work needs to focus on revealing the coupling between mechanical properties (in particular damage) and the changes in magnetic properties in order to provide guidance on how these materials can be utilized in structural health monitoring."
description: Tran-SET Project No. 17STTAM04
DOI: 10.5281/zenodo.2432027
title: Integrated Health Monitoring and Reinforcement of Transportation Structures with Optimized Low-Cost Multifunctional Braided Cables

description: Corresponding data set for Tran-SET Project No. 17STTAM04. Abstract of the final report is stated below for reference: "The objective of this research study is to design, fabricate, and characterize multifunctional high strength and self-sensing braided cables and structures using novel Fe-based shape memory alloys (SMAs). The system exploits unique properties of recently developed low-cost super-elastic FeMnAlNi SMAs, which enables excellent super-elastic properties, high strength, and self-sensing in structural health monitoring (SHM) systems. This novel material technology can be coupled with modeling efforts that allow for accurate prediction of both the materials and structural response during sensing. At the conclusion of the project, we have demonstrated that with careful design of processing parameters, it is possible to control the yield strength and superleastic properties of FeMnAlNi SMAs. We have fabricated, for the first time in the world, a large diameter wires and bars from these inexpensive iron based SMAs which are expected to help with scaling up the fabrication of these materials. In addition, we were able to develop a method for fabricating braided cables from the fabricated Fe-SMA wires and a lab scale experimental setup has been designed and built. Prototype design for the braiding weave was created and tested. Finally, an experimental setup has been designed and manufactured to measure changes in the magnetic response of the SMA braided cables under load in order to directly correlate the magnetic response with deflection and strain. Clearly, the successful fabrication of wires and braided cables of the inexpensive iron based SMAs with superelastic strains comparable to nickel-titanium SMAs and with favorable magnetic sensing capabilities have significant implications for transportation infrastructure as these materials can provide structural health monitoring capability while also mitigating large shape changes during natural disasters. Future work needs to focus on revealing the coupling between mechanical properties (in particular damage) and the changes in magnetic properties in order to provide guidance on how these materials can be utilized in structural health monitoring."
description: Tran-SET Project No. 17STTAM04
DOI: 10.5281/zenodo.2432134
title: Development of a Self-Powered Structural Health Monitoring System for Transportation Infrastructure

description: Corresponding data set for Tran-SET Project No. 17PTAM03. Abstract of the final report is stated below for reference: "Roadways and bridges play an important role in the economic and social health of society by connecting commerce and people. Economic growth and population expansion pose considerable burden on the aging infrastructure (i.e., pavements and bridges). There is a pressing need to develop structural health monitoring (SHM) technologies capable of collecting infrastructure utilization data. Doing so inexpensively with self-powered systems will revolutionize infrastructure monitoring technology, and will improve decision making enabling roadway and bridge preservation. In this study, a self-powered battery-less structural health monitoring (SHM) system was developed. It is powered by a thermal energy harvester equipped with thermoelectric generators (TEGs) driven by temperature differentials between the top of asphalt pavements and their lower layers. An innovative 2-tier TEG harvester was designed to limit the downtime of the SHM system when the temperature differentials are insufficient to power a single unit. The 2-tier system requires a minimum of 2.1⁰C in temperature differential to generate the minimum of 40 mV needed to power the SHM system. The SHM system consists of a DC-DC booster to increase the voltage generated by the harvester, a buck controller to bring this voltage down to the 3.3 Volts required for powering the microcontroller, a microcontroller and a wireless transceiver for transmitting the data. Another transceiver carried on-board a pilot vehicle is needed to retrieve the data. Software was developed in this project to allow data communication between the two transceivers. The SHM system developed accepts analogue voltage input from any sensor that generates analogue voltage, (e.g., piezoelectric axle load sensors, strain gauges, temperature gauges and so on). A prototype of this SHM system was constructed and tested in the lab and it is ready for field implementation."
description: Tran-SET Project No. 17PTAM03
DOI: 10.5281/zenodo.2432135
title: Development of a Self-Powered Structural Health Monitoring System for Transportation Infrastructure

description: Corresponding data set for Tran-SET Project No. 17PTAM03. Abstract of the final report is stated below for reference: "Roadways and bridges play an important role in the economic and social health of society by connecting commerce and people. Economic growth and population expansion pose considerable burden on the aging infrastructure (i.e., pavements and bridges). There is a pressing need to develop structural health monitoring (SHM) technologies capable of collecting infrastructure utilization data. Doing so inexpensively with self-powered systems will revolutionize infrastructure monitoring technology, and will improve decision making enabling roadway and bridge preservation. In this study, a self-powered battery-less structural health monitoring (SHM) system was developed. It is powered by a thermal energy harvester equipped with thermoelectric generators (TEGs) driven by temperature differentials between the top of asphalt pavements and their lower layers. An innovative 2-tier TEG harvester was designed to limit the downtime of the SHM system when the temperature differentials are insufficient to power a single unit. The 2-tier system requires a minimum of 2.1⁰C in temperature differential to generate the minimum of 40 mV needed to power the SHM system. The SHM system consists of a DC-DC booster to increase the voltage generated by the harvester, a buck controller to bring this voltage down to the 3.3 Volts required for powering the microcontroller, a microcontroller and a wireless transceiver for transmitting the data. Another transceiver carried on-board a pilot vehicle is needed to retrieve the data. Software was developed in this project to allow data communication between the two transceivers. The SHM system developed accepts analogue voltage input from any sensor that generates analogue voltage, (e.g., piezoelectric axle load sensors, strain gauges, temperature gauges and so on). A prototype of this SHM system was constructed and tested in the lab and it is ready for field implementation."
description: Tran-SET Project No. 17PTAM03