cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.742264
title: Publication Data from Koch et al 2017

description: Contains the dataset and the MATLAB toolbox used for Koch et al. (2017) "Atlas registration for edema corrected MRI lesion volume in mouse stroke models" <strong>data_koch_et_al_jcbfm_2017.zip</strong> T2 weighted MRI data in NIFTI format from stroke mice 24 h post surgery. Contains raw data (images before registration, manually delineated hemisphere and lesion masks) and processed data (automatically generated brain mask and an additional version of raw images in registration to the Allen mouse brain atlas). Also contains a copy of some datasets for which slices in the image stack were removed. Includes an excel file describing the group assignment of each mouse (middle cerebral artery occlusion, photothrombosis or sham, full number of slices or partial number of slices) and describing files for each mouse. Histological data (TTC stainings) and corresponding regions of interest in ImageJ format are stored in a separate folder. <strong>Toolbox available at GITHUB (!!note new address compared to original JCBFM publication!!)</strong> https://github.com/ChariteExpMri/antx2 When downloading the toolbox at GITHUB please respect legal issues and carefully read the provided README file.
description: Work was supported by the Federal Ministry of Education and Research (BMBF) (grant number 01EO0801, Center for Stroke Research Berlin) and Deutsche Forschungsgemeinschaft (DFG) (Excellence Cluster NeuroCure, Excellence Cluster BrainLinks-BrainTools).
DOI: 10.5518/254
title: Simple Geometry Tribological Study of Osteochondral Graft Implantation in the Knee dataset

description: The dataset contains material to supplement the paper “Simple Geometry Tribological Study of Osteochondral Graft Implantation in the Knee” including: coefficient of dynamic friction (and change in); volume and depth of articular cartilage surface damage/wear/deformation.
DOI: 10.57931/2447634
title: Global Corn Heat Stress: Mean and SD of Degree Days Above 29°C based on NEX-GDDP-CMIP6 Climate Projections

description: Description This global dataset provides the estimated mean and standard deviation (SD) of corn heat stress (degree days above 29°C) for a set of climate models in NEX-GDDP-CMIP6 at 0.25-degree resolution. The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6). The current dataset includes: Long-Term Average Degree Days Above 29°C- Historical Long-Term Average Degree Days Above 29°C- SSP245 Long-Term Standard Deviation of Degree Days Above 29°C- Historical Long-Term Standard Deviation of Degree Days Above 29°C- SSP245 The mean and SD are calculated over 1985-2014 for the historical period and over 2035-2064 for future projections. A full description of methods, including growing season, daily temperature distribution, and statistical coefficients, can be found in Haqiqi (2024).  The source climate data are obtained from https://ds.nccs.nasa.gov/thredds2/catalog/catalog.html and are described in Thrasher et al (2022).  The codes used to create this dataset are available at https://github.com/ihaqiqi/dd29c_nex_cmip6.   Acknowledgments This work was supported by the US Department of Energy, Office of Science, Biological and Environmental Research Program, Earth and Environmental Systems Modeling, MultiSector Dynamics under Cooperative Agreement DE-SC0022141. The data processing, computation, and storage were completed on Purdue Anvil supercomputer and cyberinfrastructure supported by the National Science Foundation HDR award # 2118329: "NSF Institute for Geospatial Understanding through an Integrative Discovery Environment (I-GUIDE)".   References Haqiqi. I. (2024). Trade can buffer climate-induced risks and volatilities in crop supply. Environmental Research: Food Systems. https://doi.org/10.1088/2976-601X/ad7d12 Thrasher, B., Wang, W., Michaelis, A., Melton, F., Lee, T., & Nemani, R. (2022). NASA global daily downscaled projections, CMIP6. Scientific Data, 9(1), 262. https://doi.org/10.1038/s41597-022-01393-4
DOI: 10.6084/m9.figshare.27134919
title: Supplementary Material for: The cocoon of the developing emerald jewel wasp (Ampulex compressa) resists cannibalistic predation of the zombified host.

description: Introduction: To reproduce, the parasitoid emerald jewel wasp (Ampulex compressa) envenomates an American cockroach (Periplaneta americana) and barricades it in a hole with an egg on the host’s leg. The larval wasp feeds externally before entering the host and consuming internal organs before forming a cocoon inside the host carcass. Methods: 
The vulnerability of jewel wasp larvae to predation by juvenile cockroaches was investigated and data were recorded with time lapse videography. Results: Cockroaches were found to be predators of parasitized hosts. When parasitized cockroaches were exposed to hungry cockroaches on days 0-8 of development, the developing larva was killed. Eggs were dislodged or consumed, larvae on the leg were eaten, and larva inside the host were eaten along with the host. On day 9, 80% of the wasp larvae were killed and eaten along with the host. Conversely, on day 10, 90% of the larvae survived. On developmental day 11 or later, the wasp larva always survived although the host carcass was consumed. Survival depended entirely on whether the cocoon had been completed. Conclusion: The results highlight the vulnerability of larvae to predation and suggest the cocoon defends from insect mandibles. This may explain the unusual feeding behavior of the jewel wasp larvae, which eat the host with remarkable speed, tapping into the host respiratory system in the process, and consumes vital organs early in contrast to many other parasitoids. Results are discussed in relation to larval wasp behavior, evolution, and development, and potential predators are considered.
DOI: 10.7288/v4/magic/20187
title: Obtaining High‐Resolution Magnetic Records From Speleothems Using Magnetic Microscopy (Dataset)

description: Paleomagnetic, rock magnetic, or geomagnetic data found in the MagIC data repository from a paper titled: Obtaining High‐Resolution Magnetic Records From Speleothems Using Magnetic Microscopy
DOI: 10.6084/m9.figshare.5505340
title: WeichselbaumLederAnsorge2017

description: Data include: data for the expertise questionnaire, the explicit rating scale, and the implicit association test.<br>
DOI: 10.15121/1452746
title: Utah FORGE: 2D and 3D Seismic Data

description: This set of data contains raw and Initially-processed 2D and 3D seismic data from the Utah FORGE study area near Roosevelt Hot Springs. Reprocessed versions of these data can be accessed at the linked submission in the Resources section titled "Reprocessed Seismic Reflection Data." The zipped archives numbered from 1-100 to 1001-1122 contain 3D seismic uncorrelated shot gatherers SEG-Y files. The zipped archives numbered from 1-100C to 1001-1122C contain 3D seismic correlated shot gatherers SEG-Y files. Other data have intuitive names.
DOI: 10.17909/v8m9-xk98
title: Coronagraphic Observations of HD 19467 B

description: Observations with the Long Wavelength Bar coronagraph of brown dwarf HD 19467 B.
DOI: 10.24381/cds.0b79e7c5
title: Seasonal forecast monthly statistics on pressure levels
DOI: 10.3886/e100095v2
title: The International Crime Victims Survey, 1989-2005

description: No summary available for this study.
DOI: 10.3886/icpsr27741.v1
title: National Incident-Based Reporting System, 2008: Extract Files
title: NIBRS, 2008
title: Version 1

description: The National Incident-Based Reporting System (NIBRS) is a
part of the Uniform Crime Reporting Program (UCR), administered by the
Federal Bureau of Investigation (FBI). The extract files version of
NIBRS was created to simplify working with NIBRS data. Data management
issues with NIBRS are significant, especially when two or more segment
levels are being merged. These issues require skills separate from
data analysis. NIBRS data as formatted by the FBI are stored in a
single file. These data are organized by various segment levels
(record types). There are six main segment levels: administrative,
offense, property, victim, offender, and arrestee. Each segment level
has a different length and layout. There are other segment levels that
occur with less frequency than the six main levels. Significant
computing resources are necessary to work with the data in its
single-file format. In addition, the user must be sophisticated in
working with data in complex file types. For these reasons and the
desire to facilitate the use of NIBRS data, ICPSR created the extract
files. The data are not a representative sample of crime in the United
States.
description: ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of 
				disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major 
				statistical software formats as well as standard codebooks to accompany the data. In addition to 
				these procedures, ICPSR performed the following processing steps for this data collection:
			   		Checked for undocumented or out-of-range codes..
description: Datasets: 
					
						DS0: Study-Level Files
						DS1: Incident-Level File
						DS2: Victim-Level File
						DS3: Offender-Level File
						DS4: Arrestee-Level File
description: National Incident-Based Reporting System (NIBRS) Series
description: self-enumerated questionnaire
description: Law enforcement agencies in the United States
participating in the National Incident-Based Reporting System.
DOI: 10.3886/icpsr34990.v3
title: National Profile of Local Health Departments, 2013
title: Version 3

description: Conducted by the National Association of County and City Health Officials (NACCHO), the purpose of this survey of local health departments (LHDs) was to advance and support the development of a database for LHDs to describe and understand their structure, function, and capacities. A core set of questions was submitted to every LHD. In addition, some LHDs received one of two randomly assigned modules of supplemental questions. The core questions covered governance, funding, workforce (staffing levels, occupations employed, top executive education and licensure), LHD activities, community health assessment and health improvement planning, use of the Community Guide of Preventive Services, and policy-making and advocacy. The surveyed LHD activities include immunization, screening for diseases and conditions, treatment for communicable diseases, maternal and child health, epidemiology and surveillance activities, population-based primary prevention activities, and regulation, inspection and/or licensing activities. Topics covered by Module 1 included quality improvement, accreditation through the Public Health Accreditation Board, sharing of resources across LHDs, human resources issues, partnerships and collaboration with other organizations in the community, practice-based research, health impact assessments, use of the County Health Rankings reports, and collaboration with public health institutes. Module 2 examined emergency preparedness, public health informatics, access to health care services, and health disparities.
description: Response Rates: Overall, the study had a response rate of 79 percent: 2,000 of 2,532 LHDs.
description: The survey attempted to interview all of the LHDs in the survey universe. Stratified random sampling was used to select LHDs that were assigned one of the two modules of supplementary questions. Altogether, 1,288 LHDs received the core questions only, 624 the core questions plus Module 1, and 620 the core questions plus Module 2.
description: Datasets: 
DS0: Study-Level Files
DS1: Public-Use Version of the Data
DS2: Restricted-Use Version of the Data
description: The survey universe comprises 2,532 of the approximately 2,800 agencies in the United States that met NACHHO's definition of a LHD: an administrative or service unit of local or state government, concerned with health, and carrying some responsibility for the health of a jurisdiction smaller than the state. Hawaii and Rhode Island were excluded because their state health departments operate on behalf of local public health and have no sub-state units.
description: web-based surveyThis is the seventh National Profile of Local Health Departments conducted by NACCHO. The previous rounds were conducted in 1989-1990, 1992-1993, 1996-1997, 2005, 2008, and 2010. ICPSR also houses the 2010 Profile (ICPSR 32922) and the 2008 Profile (ICPSR 26962) but not the earlier rounds.More information about this study can be found on the NACCHO Web site.
DOI: 10.5281/zenodo.582283
title: Conversation analysis of three cancer multidisciplinary teams

description: Anonymised transcripts of individual patient-discussions in multidisciplinary meetings from across three cancer teams.
DOI: 10.6084/m9.figshare.19908193
title: Pyrho Validation - Check re-gridded periodic data

description: # Validation data for "A representation-independent electronic charge density database for crystalline materials" <br> Each directory is named after the `task_id` field from the following query to the Materials Project database: <br> ```python from pymatgen.ext.matproj import MPRester <br> with MPRester() as m: q_res = m.query( criteria={ "nelements": 1, "e_above_hull": {"$lt": 0.1}, "nsites": {"$lt": 20}, "e_above_hull": {"$lt": 0.00001}, }, properties=["energy", "structure", "e_above_hull", "task_id", "exp"], ) ``` <br> There are 117 directories in all. Each directory contains the `POSCAR` file of the unit cell, the `CHGCAR`'s of the unit cell and two different supercells: <br> ```python sc1 = uc * [ [1, 1, 0], [1, -1, 0], [0, 0, 1], ] sc2 = uc * [ [2, 0, 0], [0, 2, 0], [0, 0, 2], ] ``` <br> and the output of the validation analysis `validate_sc.json` which should look like this: <br> ```json { "sc1": { "1": 0.0002730357775883091, "2": 6.913892646285771e-05, "4": 1.7710165019594026e-05 }, "sc2": { "1": 0.0002667279377434944, "2": 6.911585183768033e-05, "4": 2.6712034073784627e-05 }, "formula": "H2" } ``` <br> The output of the validation analysis is created using the `validate_sc.py` script, which calculates the average of the difference between the re-gridded and explicitly calculated charge densities. The differences are stored in units of electrons/Angstrom^3 for each supercell and up-sampling factors 1/2/4. Once the JSON files are in place, the plot from the paper can be generated using the `plot.py` script.
DOI: 10.6084/m9.figshare.25450810
title: Supplementary Material for: Sleep disorders and sleep disturbances in persons with multiple sclerosis: A population-based matched case-control study in Denmark

description: Introduction Adverse sleep is common in multiple sclerosis (MS). Population-based studies including adequate control groups are lacking. We hypothesized that the prevalence of sleep disorders and other sleep disturbances would be higher in persons with MS than in controls.
Methods We conducted a population-based study linking individual-level data from the Danish MS Registry (n=21,943 persons with MS) and the Danish Population Registry (n=109,715 matched controls) with information on sleep disorders from the Danish National Patient Registry and other sleep disturbances assessed by dispensed prescription drugs from the Danish National Prescription Registry.
Results Prevalence of diagnosed sleep disorders in terms of central hypersomnia (0.15% vs. 0.06%), sleep disturbances (1.05% vs. 0.70%), and sleep movements (0.22% vs. 0.13%) and other sleep disturbances identified by dispensed central acting (10.73% vs. 1.10%) and hypnotic use (30.65% vs. 20.13%) medication was statistically significantly higher among persons with MS when compared to controls. We found no statistically significant difference in the prevalence of sleep apnea and parasomnia between groups. Stratified by sex and age at MS diagnosis, results for differences between persons with MS and controls were similar.
Conclusion In this registry-based study, we found that the prevalence of several diagnosed sleep disorders was higher persons with MS than in controls, that is those reflecting insomnia and daytime symptoms including hypersomnia. Other sleep disturbances identified by dispensed prescription medication was markedly higher in persons with MS than controls.
DOI: 10.1285/i20398573v3n1p77
title: Negotiating Unfreedom: An (Auto-) Ethnography of Life at the Forefront of Academic Knowledge Production

description: This article analyses the negotiated and contingent nature of research access and limitations in a cooperative research project in Kyrgyzstan, Central Asia. It argues that even technically and legally 'free' academic research is often subject to a number of restrictions emanating from the politicization of research at the so-called frontiers of the global political economy of academic knowledge production. This frontier status and contested nature of knowledge and research is especially marked in Kyrgyzstan, where recent revolutions and social conflict have created a tense climate amidst authorities' attempts to reassert their epistemic dominance. Against this background, the article analyses how the 'politics of sovereignty' employed in state actors' attempts to curb intrusive research are equally present in the realization of cooperative research projects with different national and international (non-governmental) organizations/networks, whose members enact the research cooperation or hamper it in different ways, sometimes in ambiguous, sometimes in obvious manner. Further reflection is provided on the emotional and psychological factors which playing a role in the negotiation of access and the shaping of the overall research project. In conclusion, it is argued that the decisions, views and behaviour of people at the forefront of knowledge production in the global periphery cannot be subjected to moral binaries but need to be understood in terms of the role played by spontaneous reactions, inter-subjective sense-making processes and evaluations of people and projects over time.
DOI: 10.1285/i24212113v3i2p1
title: Pathways to purpose among impoverished youth from the Guatemala City Dump community

description: Nongovernmental organizations (NGOs), such as Potter’s House Association (PHA), work to build capacity in impoverished communities surrounding the Guatemala City Garbage Dump. Specifically, PHA provides educational and mentoring interventions to help youth find purpose in overcoming poverty. In this multi-source study, in-depth interviews with Guatemalan high school graduates who have participated in the PHA education and mentoring program, and qualitative surveys with PHA staff members who have worked in this program as mentors and teachers were thematically analyzed using a grounded theory approach. Their responses were categorized into four themes associated with youth purpose: 1) people; 2) prosocial benefits; 3) passion; and 4) propensity. The data suggest that purpose development for this youth population seems especially influenced by religious faith and family values, and may be impeded by poverty, social location, and other obstacles. Findings provide insights for programs designed to change communities through youth empowerment and education.
DOI: 10.1285/i24995835v2016n2-3p125
title: La creatività: alcune prospettive per un costrutto difficile da definire

description: The  paper  will  introduce  the  reader  to  the  studies  on  creativity,  focusing  on  the  epistemological  perspectives  that  have  defined  this construct  drawing  from  leading  scholars  of  the  topic.  After  a  first  exhibition  on  the  relationship  creativity-art-science,  the  contribution  takes  the  reader  in  the  five  analytical  perspectives  wishing  creativity  as  a  product,  attitude,  potential,  sudden,  and, finally, as a process.
DOI: 10.13020/d6mw2q
title: Access Across America: Transit 2014 Data

description: This study examined the accessibility to jobs by transit in 46 of the 50 largest (by population) metropolitan areas in the United States. It is the most detailed evaluation to date of access to jobs by transit, and it allows for a direct comparison of the transit accessibility performance of America’s largest metropolitan areas.
description: This data was created as part of a study that examined the accessibility to jobs by transit in 46 of the 50 largest (by population) metropolitan areas in the United States. It is the most detailed evaluation to date of access to jobs by transit, and it allows for a direct comparison of the transit accessibility performance of America's largest metropolitan areas.
description: Downloads are available for individual metropolitan regions in CSV or Shapefile format. Combined ZIP files containing the data for all metropolitan regions are also available in CSV and Shapefile format, and are labeled as "All Metropolitan Regions".
DOI: 10.13026/grp0-z205
title: Medical AI Research Foundations: A repository of medical foundation models

description: Medical AI Research Foundations is a repository of open-source medical
foundation models. With this collection of non-diagnostic models, APIs, and
resources like code and data, researchers and developers can accelerate their
medical AI research. This is a clear unmet need as currently there is no
central resource today that developers and researchers can leverage to build
medical AI and as such, this has slowed down both research and translation
efforts. Our goal is to democratize access to foundational medical AI models,
and help researchers and medical AI developers rapidly build new solutions. To
this end, we open-sourced REMEDIS code-base and we are currently hosting
REMEDIS models for chest x-ray and pathology. We expect to add more models and
resources for training medical foundation models such as datasets and
benchmarks in the future. We also welcome the medical AI research community to
contribute to this.