cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23641/asha.28300049.v1
title: Hearing loss and activities of daily living (Bessen et al., 2025)

description: <b>Purpose: </b>Experiencing difficulty with activities of daily living (ADLs) and instrumental ADLs (IADLs) and/or the consequences of unmet ADL/IADL-related needs is associated with adverse health-related outcomes. The association of hearing loss (HL) with experiencing the consequences of unmet ADL/IADL-related needs is not well understood. We investigated the associations of HL with experiencing ADL/IADL difficulties and the consequences of unmet ADL/IADL-related needs in older adults.<b>Method: </b>We investigated cross-sectional associations between audiometric HL, the number of ADL and IADL difficulties, and the number of consequences of unmet ADL/IADL-related needs among adults aged 65 years and older in the National Health and Aging Trends Study.<b>Results: </b>In 4,724 older adults, 30.5% (<i>n</i> = 1,736) and 30.9% (<i>n</i> = 1,727) had self-reported difficulty with ADLs and IADLs, respectively. Of the 2,289 participants who reported difficulty with at least one ADL/IADL, 14.0% (<i>n</i> = 741) reported experience of at least one consequence of an unmet ADL/IADL-related need. In multivariable ordinal regression analyses, mild (<i>OR</i> = 1.38, 95% CI [1.1, 1.73]) and moderate or greater (<i>OR</i> = 1.57, 95% CI [1.17, 2.1]) HL were associated with higher odds of difficulties with additional ADLs. Moderate or greater HL was associated with higher odds of reporting difficulties with additional IADLs (<i>OR</i> = 1.59, 95% CI [1.19, 2.12]). There was no significant association between HL and higher odds of having additional consequences of unmet needs.<b>Conclusions: </b>Our results show an association between HL and a higher number of ADL and IADL difficulties. Adults with HL may require increased support to address difficulties with daily activities and prevent experiencing related consequences.<b>Supplemental Material S1.</b> Associations between hearing loss, ADL/IADL difficulty, and experience of unmet ADL/IADL-related needs (hearing loss modeled as continuous variable), National Health and Aging Trends Study, Round 12.<b>Supplemental Material S2.</b> Associations of hearing loss, ADL/IADL difficulty, and experience of unmet ADL/IADL-related needs excluding participants relying on proxy response, National Health and Aging Trends Study, Round 12.<b>Supplemental Material S3.</b> Characteristics of participants with self-reported ADL or IADL difficulty stratified by hearing loss category, National Health and Aging Trends Study, Round 12.Bessen, S., Garcia Morales, E. E., Zhang, W., Martinez-Amezcua, P., Umoh, M., Cudjoe, T. K. M., Schrack, J. A., & Reed, N. S. (2025). Hearing loss, difficulty with activities of daily living, and experience of consequences of related unmet needs in older adults: A cross-sectional analysis. <i>American Journal of Audiology</i>, <i>34</i>(1), 127–138. https://doi.org/10.1044/2024_AJA-24-00183
DOI: 10.13023/2024.alum.61
title: Buckwheat and Buckwheat Products

description: Includes data on the aluminum content of buckwheat and buckwheat products
DOI: 10.15468/dl.tfgwff
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Festuca alpestris Roem. & Schult.",
 "Year 1960-2025"
 ]
}

 The dataset includes 25 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007219-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10945122
title: Dataset Documenter
DOI: 10.15468/dl.uw8zj3
title: Occurrence Download

description: A dataset containing 1461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cedrela odorata L."
 ]
}

 The dataset includes 1461 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007281-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnzy56
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((46.07385018868523 -21.438333835333296,47.98888482907675 -21.438333835333296,47.98888482907675 -19.52329919494177,46.07385018868523 -19.52329919494177,46.07385018868523 -21.438333835333296))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Argema mittrei Guérin-Méneville, 1846"
 ]
}

 The dataset's 2 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007276-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/4c472f0efe6691e3b0799ca3c1510f8c
title: Jornada Basin LTER: Wireless meteorological station at NPP T-TAYL site: 1-hour summary data: 2013 - ongoing

description: Hourly summary data at NPP T-TAYL met station. Average/maximum/minimum air temperature; average relative humidity and wind direction; average/maximum wind speed. These are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP T-TAYL site. Wind speed is measured at 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.15468/dl.g9rqru
title: Occurrence Download

description: A dataset listing the 3520 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset's 3520 records were derived from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007216-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.24249631.v2
title: Sustainability of Machine Learning-Enabled Systems: The ML Engineer's Perspective

description: This item contains the replication package related to the paper "<b>Sustainability of Machine Learning-Enabled Systems: The ML Engineer's Perspective</b>" which includes the results of the various steps of our study and plots.
DOI: 10.6084/m9.figshare.24085524
title: Data release: "Adolescent environmental enrichment induces social resilience and alters neural gene expression in a selectively bred rodent model with anxious phenotype"

description: This is a data release includes all subject data, behavioral data, hormonal data, and RNA-Seq metadata used in the publication <i>"</i><i>Adolescent environmental enrichment induces social resilience and alters neural gene expression in a selectively bred rodent model with anxious phenotype</i><i>" </i>by O'Connor, Hagenauer, et al. https://doi.org/10.1016/j.ynstr.2024.100651<br>The file format is .xlsx, with one spreadsheet containing the data release ("MetaData_for_bHRbLR_EE_SD") with rows representing different subjects (rats) and columns for different variables and one spreadsheet containing the definitions for all variables (columns) in the data release ("Variable Definitions")<i>.</i><b>Publication Abstract:</b> Stress is a major influence on mental health status; the ways that individuals respond to or copes with stressors determine whether they are negatively affected in the future. Stress responses are established by an interplay between genetics, environment, and life experiences. Psychosocial stress is particularly impactful during adolescence, a critical period for the development of mood disorders. In this study we compared two established, selectively-bred Sprague Dawley rat lines, the “internalizing” bred Low Responder (bLR) line versus the “externalizing” bred High Responder (bHR) line, to investigate how genetic temperament and adolescent environment impact future responses to social interactions and psychosocial stress, and how these determinants of stress response interact. Animals were exposed to social and environmental enrichment in adolescence prior to experiencing social defeat and were then assessed for social interaction and anxiety-like behavior. Adolescent enrichment caused bLR rats to display less social avoidance, more social interaction, less submission during defeat, and resilience to the prolonged effects of social stress on corticosterone, while enrichment caused bHR animals to show greater aggression during defeat and during a neutral social encounter, and decreased anxiety-like behavior. To gain insight into the development of social resilience in the anxious phenotype bLRs, RNA-seq was conducted on the hippocampus and nucleus accumbens, two brain regions that mediate stress regulation and social behavior. Gene sets previously associated with stress, social behavior, aggression and exploratory activity were enriched with differential expression in both regions, with a particularly large effect on gene sets that regulate social behaviors. These findings provide further evidence that adolescent enrichment can serve as an inoculating experience against future stressors. The ability to induce social resilience in a usually anxious line of animals by manipulating their environment has translational implications, as it underscores the feasibility of intervention strategies targeted at genetically vulnerable adolescent populations.
DOI: 10.15468/dl.p6g3zv
title: Occurrence Download

description: A dataset listing the 13188 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Côte d’Ivoire",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EX, EW, CR, EN, VU, NT, LC, DD, NE)",
 "Year 1000-2025"
 ]
}

 The dataset's 13188 records were derived from 371 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007280-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c86tsp
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (b554c320-0560-11d8-b851-b8a03c50a862, ff90b050-c256-11db-b71b-b8a03c50a862, 9c0a8aa8-4ce7-49ba-aac7-21a97234f886, c1da06f0-580e-11dc-8a9e-b8a03c50a862, b4640710-8e03-11d8-b956-b8a03c50a862, 493fe050-055d-11d8-b84f-b8a03c50a862, 6ea87510-0561-11d8-b851-b8a03c50a862, 66522820-055c-11d8-b84e-b8a03c50a862, 52c8f620-1816-11da-9544-b8a03c50a862)",
 "TaxonKey is Lithobates pustulosus (Boulenger, 1883)",
 "Year 1960-2025"
 ]
}

 The dataset includes 351 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007223-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt62mj
title: Occurrence Download

description: A dataset containing 256855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "Geometry POLYGON((-129.74253 -45.54261,152.49749 -45.54261,152.49749 51.97748,-129.74253 51.97748,-129.74253 -45.54261))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 256855 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007217-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/eb2075cd6331ec2f02270715e41c3e72
title: Jornada Basin LTER: Wireless meteorological station at NPP T-WEST site: 1-hour summary data: 2013 - ongoing

description: Hourly summary data at NPP T-WEST met station. Average/maximum/minimum air temperature; average relative humidity and wind direction; average/maximum wind speed. These are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP T-WEST site. Wind speed is measured at 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.5066/p1siidyd
title: Insights into the formation of thucholites

description: Thucholites are unique organic features from igneous and sedimentary rocks composed of a U-C-rich interior enclosed by an organic outer shell. Here, we evaluated thucholites from the Ediacaran Salt Range Formation of the Upper Indus Basin in Pakistan using field emission scanning electron microscopy (FESEM) and nanoscale secondary ion mass spectroscopy (NanoSIMS). The thucholites can be divided into two types: 1) Ovoid to round structures (14–200µm in diameter) comprised of a single U-C-rich core (averaging ~16% of thucholite by area) surrounded by a mantle of organic matter (OM) within a fine-grained clay mineral matrix; and 2) Complex ovoid structures (23–100µm in diameter) with multiple U-C-rich cores (Averages ~26% of the entire thucholite by area) surrounded by an OM-rich mantle within a chert matrix. U-rich minerals within the thucholite cores consist of clusters of fine, needle-like structures (avg. length 339.2 nm) that are similar to U-rich minerals found in environmental remediation studies of U-impacted environments. NanoSIMS measurement transects across thucholite masses show that both the 34S/32S and the 13C/12C isotopic ratios decrease going from the rim to the core. Lighter C and S isotopic values in the core support a biological fractionation mechanism as opposed to radiolytic polymerization for the mantle. This data was collected as part of an effort to determine how thucholites form in sedimentary sequences and to understand their significance (i.e., paleoenvironment, impact to potential energy and mineral resources) in the geologic record.
DOI: 10.13023/2024.alum.169
title: Mushrooms

description: Includes data on the aluminum content of mushrooms
DOI: 10.5517/ccdc.csd.cc2k28xv
title: CCDC 2355687: Experimental Crystal Structure Determination

description: Related Article: Prateek Saini, Shubham Gupta, Srinivasan Ramakrishnan|2025|Phys.Chem.Chem.Phys.(PCCP)|27|4398|doi:10.1039/D4CP04569F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.2xs57m
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Festuca flavescens Bellardi",
 "Year 1960-2025"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007224-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q79wr9
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-128.51022 -19.62742,-15.48978 -19.62742,-15.48978 25.62742,-128.51022 25.62742,-128.51022 -19.62742))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Belminus Stål, 1859"
 ]
}

 The dataset includes 58 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007225-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13023/2024.alum.170
title: Onion, Garlic, and other Alliums

description: Includes data on the aluminum content of onion, garlic, and other alliums
DOI: 10.15468/dl.ysyn29
title: Occurrence Download

description: A dataset containing 385782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Côte d’Ivoire",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EX, EW, CR, EN, VU, NT, LC, DD, NE)",
 "Year 1000-2025"
 ]
}

 The dataset includes 385782 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007215-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28549067
title: <b>Appendix to CRUS4432</b>

description: Table A-I. Full detailed data of <i>Fenneropenaeus</i><i> </i><i>indicus</i>.Table A-II. Full detailed data of <i>Penaeus monodon</i>.
DOI: 10.6084/m9.figshare.28549067.v1
title: <b>Appendix to CRUS4432</b>

description: Table A-I. Full detailed data of <i>Fenneropenaeus</i><i> </i><i>indicus</i>.Table A-II. Full detailed data of <i>Penaeus monodon</i>.
DOI: 10.21227/76rp-0w08
title: Building dataset for SR

description:  \This is a comprehensive super-resolution building dataset, consisting of images sourced from three widely used building datasets: Wuhan University (WHU), Massachusetts (MAS), and Waterloo (WAT). Each of these datasets contributes unique characteristics, making this composite dataset more diverse and representative of real-world variations in building structures, layouts, and textures. The WHU dataset primarily focuses on high-resolution urban building imagery with well-annotated labels, providing a strong foundation for detailed feature extraction. The MAS dataset, originally designed for segmentation tasks, offers satellite images with varying resolutions and complex urban landscapes, making it a valuable addition for testing the generalization capability of SR models. The WAT dataset, known for its inclusion of diverse architectural styles and environmental conditions, further enhances the robustness of this dataset by introducing variations in lighting, shadowing, and image acquisition angles. By combining these three datasets, our work enables a more reliable and adaptable super-resolution training and evaluation process, ensuring that the proposed SR network can handle different architectural styles and urban environments more effectively.
DOI: 10.13023/2024.alum.171
title: Peppers

description: Includes data on the aluminum content of peppers
DOI: 10.5281/zenodo.14983654
title: Data for "Implications of Zoning Ordinances for Rural Utility-Scale Solar Deployment and Power System Decarbonization in the Great Lakes Region".

description: This dataset includes the Energy Zoning Database and geographic shapefiles used to identify suitable rural areas for utility-scale solar development. Additionally, it contains the input data required for the capacity expansion model, including information on existing electric generators and their associated costs, solar resource potential, and transmission infrastructure data. These datasets collectively support the analysis presented in the paper, ensuring a comprehensive assessment of zoning regulations, land suitability, and the economic and technical feasibility of solar deployment in rural areas.
DOI: 10.5281/zenodo.14983655
title: Data for "Implications of Zoning Ordinances for Rural Utility-Scale Solar Deployment and Power System Decarbonization in the Great Lakes Region".

description: This dataset includes the Energy Zoning Database and geographic shapefiles used to identify suitable rural areas for utility-scale solar development. Additionally, it contains the input data required for the capacity expansion model, including information on existing electric generators and their associated costs, solar resource potential, and transmission infrastructure data. These datasets collectively support the analysis presented in the paper, ensuring a comprehensive assessment of zoning regulations, land suitability, and the economic and technical feasibility of solar deployment in rural areas.
DOI: 10.13023/2024.alum.172
title: Potatoe

description: Includes data on the aluminum content of potatoe
DOI: 10.6084/m9.figshare.22815770
title: Classification and Challenges of Non-Functional Requirements in ML-Enabled Systems: A Systematic Literature Review

description: <pre><b>Context:</b> Machine learning (ML) is nowadays so pervasive and diffused that virtually no application can avoid its use. Nonetheless, its enormous potential is often tempered by the need to manage non-functional requirements (NFRs) and navigate pressing, contrasting trade-offs.<br><b>Objective:</b> In this respect, we notice a lack of systematic synthesis of challenges explicitly tied to achieving and managing NFRs in ML-enabled systems. Such a synthesis may not only provide a comprehensive summary of the state of the art but also drive further research on the analysis, management, and optimization of NFRs of ML-enabled systems.<br><b>Method:</b> In this paper, we propose a systematic literature review targeting two key aspects such as (1) the classification of the NFRs investigated so far, and (2) the challenges associated with achieving and managing NFRs in ML-enabled systems during model development<br>Through the combination of well-established guidelines for conducting systematic literature reviews and additional search criteria, we survey a total amount of 130 research articles.<br><b>Results:</b> Our findings report that current research identified 31 different NFRs, which can be grouped into six main classes.<br>We also compiled a catalog of 26 software engineering challenges, emphasizing the need for further research to systematically address, prioritize, and balance NFRs in ML-enabled systems.<br><b>Conclusion:</b> We conclude our work by distilling implications and a future outlook on the topic.</pre>
DOI: 10.6084/m9.figshare.24249631
title: Sustainability of Machine Learning-Enabled Systems: The Machine Learning Practitioner's Perspective

description: This item contains the replication package related to the paper "<b>Sustainability of Machine Learning-Enabled Systems: The Machine Learning Practitioner's Perspective</b>". The package is organized into several directories, each containing specific types of files such as interviews, survey, and analysis notebooks.
DOI: 10.6084/m9.figshare.24249631.v3
title: Sustainability of Machine Learning-Enabled Systems: The Machine Learning Practitioner's Perspective

description: This item contains the replication package related to the paper "<b>Sustainability of Machine Learning-Enabled Systems: The Machine Learning Practitioner's Perspective</b>". The package is organized into several directories, each containing specific types of files such as interviews, survey, and analysis notebooks.
DOI: 10.13023/2024.alum.173
title: Radish, Rutabaga, Swede, Turnip

description: Includes data on the aluminum content of radish, rutabaga, swede, turnip