cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15564082
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250531n Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250531n Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.ahc6hn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galaxias Cuvier, 1816",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((36.2225 24.1647,35.9648 24.4806,35.9648 19.8496,37.7519 19.8496,37.7005 20.2556,37.7935 21.209,37.3891 21.7756,37.3588 22.2459,36.8499 22.7968,36.6611 23.2461,36.1736 23.4033,36.31 23.7463,36.2225 24.1647))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011804-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15549325
title: Replication Package for "MV-SZZ: A Majority Voting-Based SZZ Method"

description: Replication Package for "MV-SZZ: A Majority Voting-Based SZZ Method"
DOI: 10.5281/zenodo.15564074
title: Replication Package for "MV-SZZ: A Majority Voting-Based SZZ Method"

description: Replication Package for "MV-SZZ: A Majority Voting-Based SZZ Method"
DOI: 10.5281/zenodo.15472338
title: The open data of "Derivation and validation of estimation model of rainfall kinetic energy under canopy"

description: The data used in the study, such as raindrop spectrum observations, data of rainfall kinetic energy, and model running python code are available at Zenodo (Li, 2025).
DOI: 10.5281/zenodo.15472339
title: The open data of "Derivation and validation of estimation model of rainfall kinetic energy under canopy"

description: The data used in the study, such as raindrop spectrum observations, data of rainfall kinetic energy, and model running python code are available at Zenodo (Li, 2025).
DOI: 10.15468/dl.7c9fmf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galaxias Cuvier, 1816",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.8208 19.3058,37.7519 19.8496,35.9648 19.8496,35.9648 10.8496,44.9648 10.8496,44.9648 11.0757,44.5079 10.8984,44.021 11.3535,43.8449 12.4869,43.4392 13.1773,42.7805 13.6576,42.3014 14.2854,41.9925 14.3935,41.4722 15.0272,40.477 15.6908,40.2575 16.0951,39.9024 16.3482,38.9748 18.3342,37.8208 19.3058))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011805-250525065834625/datasets/export for details.
DOI: 10.15468/dl.tu5ts3
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Contia longicaudae Feldman & Hoyer, 2010"
 ]
}

 The dataset includes 375 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011806-250525065834625/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/12017100
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.twcfgg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galaxias Cuvier, 1816",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.2593 -20.2058,35.9648 -19.5556,35.9648 -16.1504,26.9648 -16.1504,26.9648 -25.1504,35.1352 -25.1504,35.2524 -25.1064,35.8302 -24.5319,35.9648 -24.1383,35.9648 -21.4413,35.6073 -21.0389,35.2593 -20.2058))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011807-250525065834625/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.29110022
title: SUPPLEMENTARY MATERIAL: REVIEW HANDBALL

description: SEARCH STRATEGY AND KEYWORDS (OR/AND): SUPPLEMENTARY MATERIAL 1characteristics and type of intervention protocol of the studies selected: SUPPLEMENTARY MATERIAL 2
DOI: 10.6084/m9.figshare.29110022.v2
title: SUPPLEMENTARY MATERIAL: REVIEW HANDBALL

description: SEARCH STRATEGY AND KEYWORDS (OR/AND): SUPPLEMENTARY MATERIAL 1characteristics and type of intervention protocol of the studies selected: SUPPLEMENTARY MATERIAL 2
DOI: 10.5281/zenodo.15564099
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250531n Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250531n Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15564100
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250531n Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250531n Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.9tfgr2
title: Occurrence Download

description: A dataset containing 147021 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corymbia K.D.Hill & L.A.S.Johnson"
 ]
}

 The dataset includes 147021 records from 434 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011801-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16961740
title: Complete-List-Of-American-Airlines®-Customer™-Service®-Usa-Contact-Numbers _ A-Step-by-step-Guide

description:  sdfsd gdegt d bf bfg f h gfh gf hgfhgf df gfd hfdh fd hfdh fd hfd hdf gfd gfd gfdg  fdhhf
DOI: 10.5281/zenodo.16961739
title: Complete-List-Of-American-Airlines®-Customer™-Service®-Usa-Contact-Numbers _ A-Step-by-step-Guide

description:  sdfsd gdegt d bf bfg f h gfh gf hgfhgf df gfd hfdh fd hfdh fd hfd hdf gfd gfd gfdg  fdhhf
DOI: 10.15468/dl.663arc
title: Occurrence Download

description: A dataset containing 2777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opiliones",
 "Year 2005-2007",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 2777 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049605-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1135510
title: Digital Archive from an Archaeological Excavation at Blackberry Lane, Soham, Cambridgeshire, 2020-2021

description: This collection comprises site photographs (including images containing skeletal human remains), GIS data, and radiographic imaging from an archaeological excavation at land south of Blackberry Lane, Soham, Cambridgeshire. The archaeological mitigation was undertaken by Albion Archaeology between January 2020 and June 2021. The excavation revealed two areas of Iron Age settlement, as well as a series of Roman fields/enclosures and dispersed Saxon settlement, including two sunken-featured buildings (SFBs). Two Iron Age inhumations were also identified.
DOI: 10.18739/a21j9790b
title: The Eurasian Arctic Ocean along the MOSAiC drift (2019-2020): Core hydrographic parameters

description: The Multidisciplinary drifting Observatory for the Study of the Arctic Climate (MOSAiC, 2019/2020), a year-long drift with the Arctic sea ice, has provided the scientific community with an unprecedented, multidisciplinary dataset from the Eurasian Arctic Ocean, covering from high atmosphere to deep ocean across all seasons. However, the heterogeneity of data and the superposition of spatial and temporal variability intrinsic to a drift campaign complicate the interpretation of observations. Here, we compile a quality-controlled dataset with best coverage and derived parameters, and provide daily average values of: drift speed, friction velocity, ocean temperature and salinity (full profiles and surface), mixed layer depth, mixing layer depth, heat flux over the halocline and thermocline. The presented core parameters offer valuable context for interdisciplinary research, fostering an improved understanding of the complex, coupled Arctic System. Results based on this dataset are described in Schulz, Koenig, Muilwijk et al.: "The Eurasian Arctic Ocean along the MOSAiC drift (2019-2020): An interdisciplinary perspective on properties and processes" (Elementa: Science of the Anthropocene, tentatively submitted September 2023). When using the parameter in this data set, we strongly advise to also cite the respective original data sets, linked in the description of methods here.
DOI: 10.25934/00004730
title: A Randomized, Double-blind, Placebo-controlled, Parallel- Group Study to Evaluate the Efficacy and Safety of Flexible-dose Paliperidone ER in the Treatment of Patients With Schizoaffective Disorder.

description: The purpose of this study is to measure the effectiveness and assess the safety of different dosages (from 3 mg/day to 12 mg/day) of the antipsychotic paliperidone extended-release (ER) in patients who are experiencing an acute episode of schizoaffective disorder.
DOI: 10.25934/pr00004730.1
title: Available datapackage for study 'A Randomized, Double-blind, Placebo-controlled, Parallel- Group Study to Evaluate the Efficacy and Safety of Flexible-dose Paliperidone ER in the Treatment of Patients With Schizoaffective Disorder.'

description: The purpose of this study is to measure the effectiveness and assess the safety of different dosages (from 3 mg/day to 12 mg/day) of the antipsychotic paliperidone extended-release (ER) in patients who are experiencing an acute episode of schizoaffective disorder.
DOI: 10.15468/dl.3dnch9
title: Occurrence Download

description: A dataset containing 54606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pleopeltis Humb. & Bonpl. ex Willd."
 ]
}

 The dataset includes 54606 records from 575 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013892-250515123054153/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.25244392
title: Data and code needed to reproduce "The influence of geographic ranges, climatic niches, and temperature fluctuations on population variability"

description: Data and code to reproduce "The influence of geographic ranges, climatic niches, and temperature fluctuations on population variability"Please, cite the appropriate data sources if using any of the data below.<br>The analyses_tencatenPRSB.r file has the code needed to reproduce the analyses and figures present in the manuscript. The functions_tencatenPRSB.r file has the functions needed to run the code in the analyses_tencatenPRSB.r file.Resident_ranges.zip has the birdLife expert geographic range shape files for the species considered in our study. This file needs to be extracted in order to be able to import geographic ranges.BBS_Phylo.nex has the phylogeny obtained from Jetz et al. (2012) used in our study.BBS_Traits.csv has the body size and dispersal traits from the AVONET database (Tobias et al. 2022) for the species used in our study.ChelseaCV.tif and ChelseaequalCV.tif are the rasters with temperature variability that were estimated from the CHELSA database (Karger et al. 2017) for conformal and Behrmann's equal area projections respectively.Bio_PCA.tif and Bio_PCA_equal.tif are the rasters with the two first axes of the PCA of the 19 bioclimatic variables available in CHELSA (Karger et al. 2017) for conformal and Behrmann's equal area projections respectively.aaw1313_data_s1.xlsx table with data used to obtain information on which species sampled by BBS that are resident. This table is available in the supporting information of Rosenberg et al. (2019)<br>Jetz, W., Thomas, G. H., Joy, J. B., Hartmann, K., & Mooers, A. O. (2012). The global diversity of birds in space and time. <i>Nature</i>, <i>491</i>(7424), 444-448.Karger, D. N., Conrad, O., Böhner, J., Kawohl, T., Kreft, H., Soria-Auza, R. W., ... & Kessler, M. (2017). Climatologies at high resolution for the earth’s land surface areas. <i>Scientific data</i>, <i>4</i>(1), 1-20.Rosenberg, K. V., Dokter, A. M., Blancher, P. J., Sauer, J. R., Smith, A. C., Smith, P. A., ... & Marra, P. P. (2019). Decline of the North American avifauna. <i>Science</i>, <i>366</i>(6461), 120-124.Tobias, J. A., Sheard, C., Pigot, A. L., Devenish, A. J., Yang, J., Sayol, F., ... & Schleuning, M. (2022). AVONET: morphological, ecological and geographical data for all birds. <i>Ecology Letters</i>, <i>25</i>(3), 581-597.<br>
DOI: 10.15468/dl.mnpy28
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.6.4_1, CHN.6.15_1, CHN.6.21_1, CHN.6.3_1, CHN.6.6_1, CHN.6.2_1, CHN.6.20_1, CHN.6.7_1, CHN.6.19_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calidris acuminata",
 "Year 2020-2025"
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025400-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxk2kh
title: Occurrence Download

description: A dataset containing 190747 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((30.32449 24.94974,31.79981 24.94974,31.79981 29.72725,30.32449 29.72725,30.32449 24.94974))",
 "Geometry POLYGON((39.58989 16.5319,40.27226 18.62172,39.95408 19.10222,38.93531 20.63122,37.59999 22.48,35.7159 25.04678,34.07648 28.44097,33.42944 29.1759,32.71052 29.76009,32.34753 29.6901,39.58989 16.5319))"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 190747 records from 350 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025386-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18369476
title: Task-Conditioned Performance Variance Decomposition of Large Language Model Design

description: Repository Overview

This repository contains raw data and experimental results. At the top level, you will find three folders:





data/ – Contains the core datasets used in the project, including both raw and cleaned versions.




results/ – Contains experimental results and their visualization.



data/





df_long_accuracy.csvContains structured meta-features and evaluation results for large language models across multiple benchmarks and evaluation settings. Each row corresponds to a model–dataset–evaluation setting combination, linking scale, architectural, and training meta-features with an observed performance value.




df_long_accuracy_final.parquetThe cleaned and preprocessed version of the dataset. The notebooks used to generate this file can be found in the notebooks/ directory on the software link below. This file is used in downstream experiments.


Other filesThe remaining files in this directory consist of visualizations derived from the above data and generated using the notebooks.


results/





importance_accuracy.csvContains meta-feature importance results generated using fANOVA. Each row represents the importance of a single meta-feature or pair of meta-features for a given task (evaluation setting–dataset combination).




marginals/Contains marginal plots for each of the meta-features and individual tasks.




labels_6-cosine-complete.csvContains clustering results of tasks based on fANOVA embeddings.




Other filesThe remaining files in this directory consist of visualizations derived from the above data and generated using the notebooks.Software link: https://anonymous.4open.science/r/llm-fanova-analysis-BC18
DOI: 10.5281/zenodo.18369477
title: Task-Conditioned Performance Variance Decomposition of Large Language Model Design

description: Repository Overview

This repository contains raw data and experimental results. At the top level, you will find three folders:





data/ – Contains the core datasets used in the project, including both raw and cleaned versions.




results/ – Contains experimental results and their visualization.



data/





df_long_accuracy.csvContains structured meta-features and evaluation results for large language models across multiple benchmarks and evaluation settings. Each row corresponds to a model–dataset–evaluation setting combination, linking scale, architectural, and training meta-features with an observed performance value.




df_long_accuracy_final.parquetThe cleaned and preprocessed version of the dataset. The notebooks used to generate this file can be found in the notebooks/ directory on the software link below. This file is used in downstream experiments.


Other filesThe remaining files in this directory consist of visualizations derived from the above data and generated using the notebooks.


results/





importance_accuracy.csvContains meta-feature importance results generated using fANOVA. Each row represents the importance of a single meta-feature or pair of meta-features for a given task (evaluation setting–dataset combination).




marginals/Contains marginal plots for each of the meta-features and individual tasks.




labels_6-cosine-complete.csvContains clustering results of tasks based on fANOVA embeddings.




Other filesThe remaining files in this directory consist of visualizations derived from the above data and generated using the notebooks.Software link: https://anonymous.4open.science/r/llm-fanova-analysis-BC18
DOI: 10.18112/openneuro.ds007327.v1.0.0
title: Basketball Motor Observation and Motor Imagery EEG Dataset
DOI: 10.5061/dryad.c2fqz61b3
title: Network analysis reveals that acute stress exacerbates gene regulatory responses of the gill to seawater in Atlantic salmon

description: The transition from freshwater to seawater represents a physiological
 challenge for Atlantic salmon smolts preparing for downstream migration.
 Stressors occurring during downstream migration to the ocean impair the
 ability of smolts to maintain osmotic/ionic homeostasis in seawater. The
 molecular mechanisms underlying this interaction are not fully understood,
 especially at the organ level. We combined RNA-Seq with measures of
 whole-animal homeostasis to examine gene expression dynamics in the gills
 of smolts associated with impaired seawater tolerance after an
 aquaculture-related stressor. Smolts were given a 24 h seawater tolerance
 test before and after exposure to an acute handling/confinement stress.
 RNA-Seq followed by differential expression and weighted gene correlation
 network analysis (WGCNA) was used to quantify the transcriptional response
 of the gill to handling/confinement stress, seawater and their
 interaction. Exposure to acute stress was associated with a general stress
 response and impaired osmotic/ionic homeostasis in seawater. We identified
 gene networks in the gill exhibiting response to acute stress alone,
 seawater alone, and others exhibiting combined effects of both stress and
 seawater. Our findings indicate that acute handling/ confinement stress
 increases the intensity of seawater-related gene expression and suggest
 that increased investment in mechanisms related to ion transport may be
 part of a compensatory response to impaired seawater tolerance in smolts.
DOI: 10.5061/dryad.73n5tb305
title: Insecticidal activity of Beauveria bassiana against Monochamus alternatus adults

description: Monochamus alternatus is a major forest pest that spreads pine
 wilt disease in pine trees as a vector of pine wilt nematodes. Chemical
 insecticides used as fumigants to control overwintering M.
 alternatus in forests are highly toxic to the environment, so we
 investigated entomopathogenic fungus Beauveria
 bassiana ERL836 as an eco-friendly and alternative material to
 control overwintering M. alternatus. In this work, we evaluated
 the insecticidal activity of B. bassiana ERL836
 against M. alternatus adults, the possibility of fungal
 colonization on pine tree bark, and finally the control efficacy of fungal
 pre-treatment on pine tree logs against emerging M.
 alternatus adults in semi-field and field conditions. M.
 alternatus adults were killed on the pine trees logs pre-treated
 with the B. bassiana ERL836. White conidia were observed
 not only on the surface of the dead adults but also on the pine tree logs,
 suggesting that the adults were killed by the fungus on the pine. A
 formulated ERL836 powder treatment on larvae-infested pine logs showed
 high insecticidal activity against adults, similar to that with the fungal
 powder suspension treatment, but we demonstrated that using the fungal
 powder was simpler than using the suspension in field conditions. Even in
 the field condition, the fungal powder treatment showed high insecticidal
 activity against M. alternatus adults, which we
 attribute to its ability to maintain fungal activity for a long time in
 field conditions by covering the pine tree logs with a film during
 overwintering. We confirmed that the risk that fungus-infected M.
 alternatus adults would spread the fungus to other non-target
 forest insects was low. Thus, even a high-concentration treatment in a
 specific area is unlikely to transmit the fungus outside that area, so it
 can be safely used to control this pine wilt nematode vector in forest
 ecosystems.
DOI: 10.5281/zenodo.18400033
title: Digital Monitoring of Motor Function in Parkinson's Disease Using Markerless Motion Analysis and Exergaming

description: This dataset includes the main raw data used to provide primary findings of the associated scientific manuscript.
DOI: 10.5281/zenodo.18400034
title: Digital Monitoring of Motor Function in Parkinson's Disease Using Markerless Motion Analysis and Exergaming

description: This dataset includes the main raw data used to provide primary findings of the associated scientific manuscript.