cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e154861
title: Differentiating Teachers’ Social Goals: Data and Analysis Files

description: These files contain the anonymized data used to create the tables and figures found in "Differentiating Teachers’ Social Goals: Implications for Teacher-Student Relationships and Perceived Classroom Engagement". <br><br>Please refer to the abstract for the paper below: <br><br>Whereas developing meaningful connections with students has long been documented as critical for promoting classroom engagement, teachers’ differing motives for building relationships with students remain underexplored. This study examined teachers’ social achievement goals from a multidimensional perspective in relation to teachers’ self-efficacy, teacher-student relationships, and perceived classroom engagement. Results from practicing K-12 teachers (N = 154) from across Canada showed three distinct goal orientations including social mastery-approach, social mastery-avoidance, and social ability goals (combining social ability-approach and social ability-avoidance goals). Teachers who aimed to develop better social skills with students (social mastery-approach goals) reported higher self-efficacy, better relationships with students, and greater classroom engagement. In contrast, social goal orientations focused on not losing connections with students (social mastery-avoidance goals) or being well-liked (social ability goals) did not correspond with self-efficacy or classroom outcomes. Implications concerning integrative pedagogies and growth mindsets pertaining to relationship building were discussed.<br>
DOI: 10.3886/e154861v1-168581
title: Differentiating Teachers’ Social Goals: Data and Analysis Files

description: These files contain the anonymized data used to create the tables and figures found in "Differentiating Teachers’ Social Goals: Implications for Teacher-Student Relationships and Perceived Classroom Engagement". <br><br>Please refer to the abstract for the paper below: <br><br>Whereas developing meaningful connections with students has long been documented as critical for promoting classroom engagement, teachers’ differing motives for building relationships with students remain underexplored. This study examined teachers’ social achievement goals from a multidimensional perspective in relation to teachers’ self-efficacy, teacher-student relationships, and perceived classroom engagement. Results from practicing K-12 teachers (N = 154) from across Canada showed three distinct goal orientations including social mastery-approach, social mastery-avoidance, and social ability goals (combining social ability-approach and social ability-avoidance goals). Teachers who aimed to develop better social skills with students (social mastery-approach goals) reported higher self-efficacy, better relationships with students, and greater classroom engagement. In contrast, social goal orientations focused on not losing connections with students (social mastery-avoidance goals) or being well-liked (social ability goals) did not correspond with self-efficacy or classroom outcomes. Implications concerning integrative pedagogies and growth mindsets pertaining to relationship building were discussed.<br>
DOI: 10.5281/zenodo.7521245
title: ElectroSense PSD Spectrum Dataset

description: This is the dataset used in the paper A. Scalingi, D. Giustiniano, R. Calvo-Palomino, N. Apostolakis, G. Bovet, "A Framework for Spectrum Classification using Crowdsensing Platforms". For each site, we collect 6 hours of the full spectrum scan, the RTL-SDR sweeps the full spectrum from 24 MHz to 1.7 GHz hopping over the frequencies with chunks of 2MHz of bandwidth. Then specific spectrum portions of the licence bands are filtered to label the dataset. The NumPy files then contain PSD data of licensed frequency bands e.g. FM Bands.


The folders inside spectrum_bands.tar.gz are organized per each site and we publish the spectrum portions already labeled.


Please cite our work if you use our dataset:


    @INPROCEEDINGS{10228867,
    author={Scalingi, Alessio and Giustiniano, Domenico and Calvo-Palomino, Roberto and Apostolakis,
     Nikolaos and Bovet, Gérôme},
    booktitle={IEEE INFOCOM 2023 - IEEE Conference on Computer Communications}, 
    title={A Framework for Wireless Technology Classification using Crowdsensing Platforms}, 
    year={2023},
    volume={},
    number={},
    pages={1-10},
    doi={10.1109/INFOCOM53939.2023.10228867}
    url=}
DOI: 10.5281/zenodo.7521246
title: ElectroSense PSD Spectrum Dataset

description: This is the dataset used in the paper A. Scalingi, D. Giustiniano, R. Calvo-Palomino, N. Apostolakis, G. Bovet, "A Framework for Spectrum Classification using Crowdsensing Platforms". For each site, we collect 6 hours of the full spectrum scan, the RTL-SDR sweeps the full spectrum from 24 MHz to 1.7 GHz hopping over the frequencies with chunks of 2MHz of bandwidth. Then specific spectrum portions of the licence bands are filtered to label the dataset. The NumPy files then contain PSD data of licensed frequency bands e.g. FM Bands.


The folders inside spectrum_bands.tar.gz are organized per each site and we publish the spectrum portions already labeled.


Please cite our work if you use our dataset:


    @INPROCEEDINGS{10228867,
    author={Scalingi, Alessio and Giustiniano, Domenico and Calvo-Palomino, Roberto and Apostolakis,
     Nikolaos and Bovet, Gérôme},
    booktitle={IEEE INFOCOM 2023 - IEEE Conference on Computer Communications}, 
    title={A Framework for Wireless Technology Classification using Crowdsensing Platforms}, 
    year={2023},
    volume={},
    number={},
    pages={1-10},
    doi={10.1109/INFOCOM53939.2023.10228867}
    url=}
DOI: 10.15468/dl.dbzreb
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia, Indonesia, Viet Nam)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Otus lempiji (Horsfield, 1821)"
 ]
}

 The dataset includes 314 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003766-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14901692
title: A complete algorithm to prove P=NP and its implications

description: P=NP is true.
DOI: 10.5281/zenodo.14901693
title: A complete algorithm to prove P=NP and its implications

description: P=NP is true.
DOI: 10.5281/zenodo.14901694
title: Assessing neuroinflammation in vitro in a microglial model: advancing cannabinoid-based therapeutic insights
DOI: 10.5281/zenodo.14901695
title: Assessing neuroinflammation in vitro in a microglial model: advancing cannabinoid-based therapeutic insights
DOI: 10.25810/4c3b-b819.82
title: World Newspaper Coverage of Climate Change or Global Warming, 2004-2025 - January 2025

description: The Media and Climate Change Observatory Data monitors 127 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.5281/zenodo.14884485
title: Relationship between seed predation and activity-density of carabid beetles in farmland; a meta-regression (dataset and code)

description: Carabid beetles are able to regulate weeds through seed predation. Our understanding of the role of carabids in arable crop systems is obscured by high variation across studies in weed seed removal and carabid abundance. Here we conduct an overarching synthesis of the relationship between seed removal and carabid activity-density. Using a database comprising 4919 data records from 25 published studies, we identify the average relationship between seed removal and carabid activity-density. With a mean carabid activity density of 3.11 beetles trap-1 day-1 and a mean seed exposure duration of 5.95 days, the probability of seed removal on sentinel seed devices was 35%. We found that higher abundances are required to achieve more substantive seed removal rates, e.g., 17.04 beetles trap-1 day-1 for a removal probability of 80% after one week of exposure. Such densities are rarely observed in the field, suggesting that carabid populations need to be promoted e.g., by more sustainable farming practices in order to provide higher weed seed predation rates.
DOI: 10.5281/zenodo.14884484
title: Relationship between seed predation and activity-density of carabid beetles in farmland; a meta-regression (dataset and code)

description: Carabid beetles are able to regulate weeds through seed predation. Our understanding of the role of carabids in arable crop systems is obscured by high variation across studies in weed seed removal and carabid abundance. Here we conduct an overarching synthesis of the relationship between seed removal and carabid activity-density. Using a database comprising 4919 data records from 25 published studies, we identify the average relationship between seed removal and carabid activity-density. With a mean carabid activity density of 3.11 beetles trap-1 day-1 and a mean seed exposure duration of 5.95 days, the probability of seed removal on sentinel seed devices was 35%. We found that higher abundances are required to achieve more substantive seed removal rates, e.g., 17.04 beetles trap-1 day-1 for a removal probability of 80% after one week of exposure. Such densities are rarely observed in the field, suggesting that carabid populations need to be promoted e.g., by more sustainable farming practices in order to provide higher weed seed predation rates.
DOI: 10.5281/zenodo.14804772
title: Targeting Senescent Hepatocytes for Treatment of Metabolic Dysfunction-associated Steatotic Liver Disease

description: We integrated snRNAseq data from two independent human liver disease datasets consisting of 57 samples. We extracted the hepatocytes (~120,000 cells) and provide an integrated hepatocyte RDS object which includes relevant metadata for analysis.
DOI: 10.5281/zenodo.14804771
title: Targeting Senescent Hepatocytes for Treatment of Metabolic Dysfunction-associated Steatotic Liver Disease

description: We integrated snRNAseq data from two independent human liver disease datasets consisting of 57 samples. We extracted the hepatocytes (~120,000 cells) and provide an integrated hepatocyte RDS object which includes relevant metadata for analysis.
DOI: 10.15468/dl.sw7uhw
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database of the European mink (Mustela lutreola L., 1761) on Kunashir Island"
 ]
}

 The dataset includes 36 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003767-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/k55w-7a04.82
title: World Radio Coverage of Climate Change or Global Warming, 2000-2025 - January 2025

description: The Media and Climate Change Observatory Data monitors 130 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.5066/p1hcw9mi
title: Self-calibrating Palmer Drought Severity Index values averaged per water year with associated streamflow permanence data products for the HUC17 Pacific Northwest Region

description: This data release includes estimated Self-Calibrated Palmer Drought Severity Index (scPDSI) values and ancillary information for three data products that had previously been developed for the Pacific Northwest Region (HUC 17).

The data products are stored in three child items:

1. National Hydrography Dataset High Resolution Flowlines: This child item contains the flowlines in the National Hydrography Dataset High Resolution (NHDPlus_HR, 1946-1999). Files include flowlines within the 12 HUC4 boundaries for the study area (1701-1712).
2. Self-Calibrating Palmer Drought Severity Index Values: This child items contains the self-calibrating Palmer Drought Severity Index Values for raster pixels that correspond to the Probability of Streamflow Permanence (PROSPER) Model Output Layers for the Pacific Northwest region (version 2.1, 2004-2016) and which also corresponds to the NHD Medium Resolution streamgrid (flow accumulation grid threshold of 100 pixels).
3. Results from the FLOw PERmanence (FLOwPER) Application: This child item contains the flow/no flow field observations (2019-2023) collected using the FLOw PERmanence (FLOwPER) feature mapping application. These observations were not used to train the PROSPER model; observation locations that have not been georeferenced (snapped) to NHDPlus_HR flowlines or NHD Medium Resolution streamgrid.
DOI: 10.6084/m9.figshare.28452584
title: Appendix A. Description of the case study for Jigsaw Learning

description: This is an Appendix
DOI: 10.6084/m9.figshare.28452584.v1
title: Appendix A. Description of the case study for Jigsaw Learning

description: This is an Appendix
DOI: 10.15468/dl.53fhnm
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Eremophilus mutisii Humboldt, 1805"
 ]
}

 The dataset includes 92 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003768-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kqfqa
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myrmecophila humboldtii (Rchb.f.) Rolfe"
 ]
}

 The dataset includes 12 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003769-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7303/syn64005218
title: Eye-BCI_multi_dataset
DOI: 10.5281/zenodo.14901764
title: Periodic Chains Scheduling on Dedicated Resources - A Crucial Problem in Time-Sensitive Networks - supplemental material

description: Instance sets generated or repurposed for experimentation with Periodic Scheduling Problems.
DOI: 10.5281/zenodo.14901765
title: Periodic Chains Scheduling on Dedicated Resources - A Crucial Problem in Time-Sensitive Networks - supplemental material

description: Instance sets generated or repurposed for experimentation with Periodic Scheduling Problems.
DOI: 10.60635/c3bc8v
title: SST_Bocas, Isla Colon, Mangrove Mud

description: Sea Surface temperature monitoring near to Isla Colon. This sensor is located in a mud flatThe sensor is managed by the Bocas del Toro Station.Location: 9.35214 -82.25903Depth: n/aStatus: Active
DOI: 10.5281/zenodo.14901749
title: S2_Appendix

description: Raw data generated by NetLogo.
DOI: 10.15468/dl.8kttbf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes (Mart.) Solms",
 "Country is Martinique",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003771-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txj5np
title: Occurrence Download

description: A dataset containing 683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "Locality is Parque Nacional Cotopaxi",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 683 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003772-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00010491
title: The effect of frailty and old age on the efficacy and safety of biologics and small molecules in inflammatory bowel disease : A pooled analysis of individual patient data

description: Inflammatory bowel disease (IBD) is a lifelong, progressively debilitating disease affecting the small and large intestines. The two distinct types of IBD are Crohn’s disease (CD) and Ulcerative colitis (UC). This autoimmune disease (where the body's immune system mistakenly attacks its own healthy tissues) often results in complications like narrowing of the intestinal lumen (the hollow space through the intestine) requiring surgeries to remove some part of the diseased intestine, hospitalizations and diminished quality of life. In the past decade, several highly effective advanced therapies including biologics (a treatment that uses substances derived from living organisms to treat disease) and small molecules (a drug that can enter cells easily because it is small) have been developed to manage this disease reducing the overall disease burden, improving the quality of life and reducing complications. However, these drugs are also associated with several potentially life-threatening adverse events. This is of particular concern in the old frail individuals with reduced ability to withstand additional health issues and increased vulnerability to a broad range of adverse health outcomes such as serious infection. Additionally, many of the elderly population have higher burden of the disease owing to longer disease duration and progressive nature of the disease. This may affect how this population responds to the medications. With advancements in the medical care and developments, the aged and frail population are increasing in number. This warrants an understanding of the effect of frailty on efficacy and safety of these advanced therapies which would be both effective in managing the disease and reducing risk of adverse events. The insights from this study will help select treatment options which are more suitable for this vulnerable group.
DOI: 10.15468/dl.9p2cuy
title: Occurrence Download

description: A dataset containing 84640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepus timidus Linnaeus, 1758"
 ]
}

 The dataset includes 84640 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003773-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23668/psycharchives.16138
title: Dataset for: Do managers accept artificial intelligence? Insights into the role of business area and AI functionality

description: More and more companies use artificial intelligence (AI). Research aimed to understand acceptance from the perspective of AI users or people affected by AI decisions. However, the perspective of decision-makers in companies (i.e., managers) has not been considered. To address this gap, we investigate managers’ acceptance of AI usage in companies, focusing on two potential determinants. Across four experimental studies (Ntotal = 2025), we tested whether the business area (i.e., human resources vs. finances/ marketing) and AI functionality affect managers’ acceptance of AI (i.e., perceived risk of negative consequences, willingness to invest). Findings indicate that managers (a) perceive more risk of and (b) are less willing to invest in AI usage in human resources than in finances and marketing. Besides, the results suggest that acceptance declines if functionality crosses a critical boundary and AI autonomously implements decisions without prior human control. Accordingly, the current research sheds light on the AI acceptance of managers and gives insights into the role of the business area and AI functionality.
DOI: 10.15468/dl.p9v82f
title: Occurrence Download

description: A dataset containing 691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia, Indonesia, Viet Nam)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Otus lettia (Hodgson, 1836)"
 ]
}

 The dataset includes 691 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003774-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sumqum
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (a3c228d0-3110-11db-abb8-b8a03c50a862, 90fd6680-349f-11d8-aa2d-b8a03c50a862, ef807e08-c954-487f-9e70-3cc75f173812, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, d0e01e0c-7e8c-49aa-aeed-15fab7dfee46, 396d5f30-dea9-11db-8ab4-b8a03c50a862, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, 0ed04352-6745-4665-9e11-7117ee91a96b)",
 "TaxonKey is Annona cherimola Mill."
 ]
}

 The dataset includes 101 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003775-250218110819086/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.28444040.v3
title: Proteomic Analysis of Marine Bacteriophages: Structural Conservation, Post-translational Modifications, and Phage–host Interactions

description: Data of "Proteomic Analysis of Marine Bacteriophages: Structural Conservation, Post-translational Modifications, and Phage–host Interactions"
DOI: 10.6084/m9.figshare.28444040
title: Proteomic Analysis of Marine Bacteriophages: Structural Conservation, Post-translational Modifications, and Phage–host Interactions

description: Data of "Proteomic Analysis of Marine Bacteriophages: Structural Conservation, Post-translational Modifications, and Phage–host Interactions"
DOI: 10.6084/m9.figshare.28444040.v2
title: Proteomic Analysis of Marine Bacteriophages: Structural Conservation, Post-translational Modifications, and Phage–host Interactions

description: Data of "Proteomic Analysis of Marine Bacteriophages: Structural Conservation, Post-translational Modifications, and Phage–host Interactions"
DOI: 10.15468/dl.29vy8u
title: Occurrence Download

description: A dataset containing 9743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-102.32833 21.20234,-6.86891 21.20234,-6.86891 59.36976,-102.32833 59.36976,-102.32833 21.20234))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus affinis Cresson, 1863",
 "Year 1950-2024"
 ]
}

 The dataset includes 9743 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003776-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c36k6x
title: SST_Bocas, Isla Roldan

description: Sea Surface temperature monitoring near Isla Roldan in the area of Bocas del Toro.Location (more exact coordinates available on request): 9.22 -82.33Depths: 1m, 4.6m, 9.1m 18.3mStatus: 4.6m sensor Active only