cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15738924
title: Table 1 in Descriptions And Recognition Of Larvae Of Some Northern North American Species Of Ilybius Erichson (Coleoptera: Dytiscidae)

description: Table 1. Diagnostic characters for distinguishing between larvae of the genera Ilybius Erichson and Agabus Leach as given by Galewski (1987) and Nilsson (1987).
CharacterAgabusIlybius1. Last abdominal segment (RespiratoryShort or TruncateElongateSiphon)2. Position of dorsal setae of fore femora½ or <½ the length3 ⁄ or ⅔ the length 53. Abdominal segment VI membranousNarrowWidesternum
description: Published as part of Hicks, B. J. & Larson, D. J., 2000, Descriptions And Recognition Of Larvae Of Some Northern North American Species Of Ilybius Erichson (Coleoptera: Dytiscidae), pp. 39 in The Coleopterists Bulletin 54 (1) on page 39, DOI: 10.1649/0010-065x(2000)054[0036:darolo]2.0.co;2, http://zenodo.org/record/4900141
DOI: 10.5281/zenodo.15738925
title: Table 1 in Descriptions And Recognition Of Larvae Of Some Northern North American Species Of Ilybius Erichson (Coleoptera: Dytiscidae)

description: Table 1. Diagnostic characters for distinguishing between larvae of the genera Ilybius Erichson and Agabus Leach as given by Galewski (1987) and Nilsson (1987).
CharacterAgabusIlybius1. Last abdominal segment (RespiratoryShort or TruncateElongateSiphon)2. Position of dorsal setae of fore femora½ or <½ the length3 ⁄ or ⅔ the length 53. Abdominal segment VI membranousNarrowWidesternum
description: Published as part of Hicks, B. J. & Larson, D. J., 2000, Descriptions And Recognition Of Larvae Of Some Northern North American Species Of Ilybius Erichson (Coleoptera: Dytiscidae), pp. 39 in The Coleopterists Bulletin 54 (1) on page 39, DOI: 10.1649/0010-065x(2000)054[0036:darolo]2.0.co;2, http://zenodo.org/record/4900141
DOI: 10.5281/zenodo.15738927
title: Table 2 in Descriptions And Recognition Of Larvae Of Some Northern North American Species Of Ilybius Erichson (Coleoptera: Dytiscidae)

description: Table 2. Egg measurements (mm) for three species of Ilybuis Erichson. Values given as means ± SD.
SpeciesnLengthWidthLength/WidthI. biguttulus121.49 ± 0.06†0.63 ± 0.052.38I. discedens141.43 ± 0.03†0.49 ± 0.02†2.92†I. pleuriticus221.65 ± 0.08†0.66 ± 0.072.52
† Significantly different from other species at P <0.05 level.
description: Published as part of Hicks, B. J. & Larson, D. J., 2000, Descriptions And Recognition Of Larvae Of Some Northern North American Species Of Ilybius Erichson (Coleoptera: Dytiscidae), pp. 40 in The Coleopterists Bulletin 54 (1) on page 40, DOI: 10.1649/0010-065x(2000)054[0036:darolo]2.0.co;2, http://zenodo.org/record/4900141
DOI: 10.5281/zenodo.15738926
title: Table 2 in Descriptions And Recognition Of Larvae Of Some Northern North American Species Of Ilybius Erichson (Coleoptera: Dytiscidae)

description: Table 2. Egg measurements (mm) for three species of Ilybuis Erichson. Values given as means ± SD.
SpeciesnLengthWidthLength/WidthI. biguttulus121.49 ± 0.06†0.63 ± 0.052.38I. discedens141.43 ± 0.03†0.49 ± 0.02†2.92†I. pleuriticus221.65 ± 0.08†0.66 ± 0.072.52
† Significantly different from other species at P <0.05 level.
description: Published as part of Hicks, B. J. & Larson, D. J., 2000, Descriptions And Recognition Of Larvae Of Some Northern North American Species Of Ilybius Erichson (Coleoptera: Dytiscidae), pp. 40 in The Coleopterists Bulletin 54 (1) on page 40, DOI: 10.1649/0010-065x(2000)054[0036:darolo]2.0.co;2, http://zenodo.org/record/4900141
DOI: 10.21227/6v53-jw45
title: "ServerSecurityProject Dataset for Peer Review"

description: "Fuzzy Logic (FL) has largely been ignored in the AI revolution despite Machine Learning (ML) algorithms being energy and training inefficient. As problems become complex, ML embodies increased training times and their data centers continue to gain prominence as polluting centers. This study developed a real-world cyber security platform to detect phishing attacks, dynamically, using auto-updating feature or kernels without deploying ML to train. This study, originally, commenced with a static model platform where FL would generate an AUC of 1.0 with dynamically derived features and weights using Classification Based on Association (CBA). However, this would overfit due to old patterns and the rate of detection would eventually decline by 15% over time to an AUC of 0.85\u20130.90. The platform was updated to deploy data drift analysis to detect significant degradation (&gt;5%) which eventually occurred due evolving phishing patterns. This led to the creation of an adaptive (or auto-updating) fuzzy system which used regenerated (or adapted) features, weights, rules and other FL aspects to ensure an AUC \u2248\u202f0.97 \u2013 1.0. This marks a departure from static ML based learning while significantly decreasing the feedback loops, training time, and enhancing detection frequency. This ensured that this model could be left unattended while the adaptive data drift did not deviate, underscoring the importance of data-driven feature tuning in maintaining detection efficacy in evolving threat landscapes."
DOI: 10.5281/zenodo.15732891
title: Effects of oceanic intrinsic processes on the mean seasonal cycle in sea level

description: This data set contains annual and semiannual cycles in sea level computed globally over 1993-2015 from the OCCIPUT ensemble hindcast. These fields are studied in the paper “Effects of oceanic intrinsic processes on the mean seasonal cycle in sea level”.

These maps come from the OceaniC Chaos – ImPacts, structure, predictability (OCCIPUT) ensemble of 1/4° ocean/sea-ice simulations (Penduff et al., 2014; Bessières et al., 2017). This ensemble consists of 50 global hindcasts at ¼° horizontal resolution performed over 1960-2015. The configuration is based on the NEMO 3.5 model and implemented on an eddy-permitting quasi-isotropic horizontal mesh whose grid spacing is about 27 km at the equator and decreases poleward. The 50 members are initialized on January 1st 1960 from the final state of a 21-year one-member spinup. A small stochastic perturbation is applied within each ensemble member during the first year (1960) and switched off at the end of 1960, yielding 50 different oceanic states on January 1st 1961. Each member is then integrated until the end of 2015 with the same atmospheric forcing (DSF5.2) based on the ERA-Interim atmospheric reanalysis. We therefore obtain an ensemble of 50 simulations with the same numerical model and forcing, but different initial conditions. See Llovel (2018) for details.

 

References

LLOVEL William. (2018). Sea level trends over 1993-2015 and 2005-2015 from the OCCIPUT ensemble simulation [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1487983

Bessières, L., Leroux, S., Brankart, J.-M., Molines, J.-M., Moine, M.-P., Bouttier, P.-A., Penduff, T., Terray, L., Barnier, B., and Sérazin, G., 2017: Development of a probabilistic ocean modelling system based on NEMO 3.5: application at eddying resolution, Geosci. Model Dev., 10, 1091-1106, doi:10.5194/gmd-10-1091-2017

Penduff, T., Barnier, B., Terray, L., Bessières, L., Sérazin, G., Gregorio, S., Brankart, J., Moine, M., Molines, J., and Brasseur, P.: Ensembles of eddying ocean simulations for climate, CLIVAR Exchanges,  Special  Issue  on  High  Resolution  Ocean  Climate Modelling, 19, 2014
DOI: 10.5281/zenodo.15732892
title: Effects of oceanic intrinsic processes on the mean seasonal cycle in sea level

description: This data set contains annual and semiannual cycles in sea level computed globally over 1993-2015 from the OCCIPUT ensemble hindcast. These fields are studied in the paper “Effects of oceanic intrinsic processes on the mean seasonal cycle in sea level”.

These maps come from the OceaniC Chaos – ImPacts, structure, predictability (OCCIPUT) ensemble of 1/4° ocean/sea-ice simulations (Penduff et al., 2014; Bessières et al., 2017). This ensemble consists of 50 global hindcasts at ¼° horizontal resolution performed over 1960-2015. The configuration is based on the NEMO 3.5 model and implemented on an eddy-permitting quasi-isotropic horizontal mesh whose grid spacing is about 27 km at the equator and decreases poleward. The 50 members are initialized on January 1st 1960 from the final state of a 21-year one-member spinup. A small stochastic perturbation is applied within each ensemble member during the first year (1960) and switched off at the end of 1960, yielding 50 different oceanic states on January 1st 1961. Each member is then integrated until the end of 2015 with the same atmospheric forcing (DSF5.2) based on the ERA-Interim atmospheric reanalysis. We therefore obtain an ensemble of 50 simulations with the same numerical model and forcing, but different initial conditions. See Llovel (2018) for details.

 

References

LLOVEL William. (2018). Sea level trends over 1993-2015 and 2005-2015 from the OCCIPUT ensemble simulation [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1487983

Bessières, L., Leroux, S., Brankart, J.-M., Molines, J.-M., Moine, M.-P., Bouttier, P.-A., Penduff, T., Terray, L., Barnier, B., and Sérazin, G., 2017: Development of a probabilistic ocean modelling system based on NEMO 3.5: application at eddying resolution, Geosci. Model Dev., 10, 1091-1106, doi:10.5194/gmd-10-1091-2017

Penduff, T., Barnier, B., Terray, L., Bessières, L., Sérazin, G., Gregorio, S., Brankart, J., Moine, M., Molines, J., and Brasseur, P.: Ensembles of eddying ocean simulations for climate, CLIVAR Exchanges,  Special  Issue  on  High  Resolution  Ocean  Climate Modelling, 19, 2014
DOI: 10.57745/nlamun
title: README.txt

description: help on datapackage file
DOI: 10.57745/zcq6pp
title: CDIFFVAC_Histology.zip

description: histological rabbit skin section
DOI: 10.57745/bzdpwt
title: CDIFFVAC vaccination lapin

description: In vivo data collected from a study on 49 rabbits to evaluate the safety, dose-finding and stability of a vaccine against Clostridioides difficile infection. Histolgy imaging
DOI: 10.6084/m9.figshare.29402078
title: S2: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 1. SHRIMP U–Th–Pb zircon results for the Alouzad alkali-feldspar granite (Sample F16: 29.46194°N, 9.92905°W)
DOI: 10.6084/m9.figshare.29402078.v1
title: S2: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 1. SHRIMP U–Th–Pb zircon results for the Alouzad alkali-feldspar granite (Sample F16: 29.46194°N, 9.92905°W)
DOI: 10.6084/m9.figshare.29402081
title: S4: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 3. SHRIMP U–Th–Pb zircon results for a Taghdout–Lkest Group quartzite (sample B97: 29.53642°N, 9.88534°W)
DOI: 10.6084/m9.figshare.29402081.v1
title: S4: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 3. SHRIMP U–Th–Pb zircon results for a Taghdout–Lkest Group quartzite (sample B97: 29.53642°N, 9.88534°W)
DOI: 10.6084/m9.figshare.29402084
title: S3: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 2. SHRIMP U–Th–Pb zircon results for the Sahel Monzogranite (sample F22: 29.60967°N, 9.92464°W)
DOI: 10.6084/m9.figshare.29402084.v1
title: S3: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 2. SHRIMP U–Th–Pb zircon results for the Sahel Monzogranite (sample F22: 29.60967°N, 9.92464°W)
DOI: 10.6084/m9.figshare.29402087
title: S5: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 4. Major and trace element geochemical data for the Palaeoproterozoic rocks from Sidi Ifni
DOI: 10.6084/m9.figshare.29402087.v1
title: S5: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 4. Major and trace element geochemical data for the Palaeoproterozoic rocks from Sidi Ifni
DOI: 10.15468/dl.4ntu7m
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Paris polyphylla var. chinensis (Franch.) H.Hara"
 ]
}

 The dataset includes 305 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068789-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2m7vsj
title: CCDC 2420628: Experimental Crystal Structure Determination

description: Related Article: Alexei N. Izmest'ev, Sergey S. Isakov, Yuri A. Strelenko, Angelina N. Kravchenko, Galina A. Gazieva|2025|Tetrahedron|184|134782|doi:10.1016/j.tet.2025.134782
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: 10.57760/sciencedb.msdc.00059
title: Remote measurement data of night-vision markers for a submarine unit of the Navy
title: 某潜艇部队夜光标识远程测量

description: Emergency luminous markers are installed inside the submarine and on the uniforms of watch-keeping soldiers. These serve as operational and evacuation guides in the event of a complete loss of electrical lighting.These markers store energy when exposed to light and can continuously self-illuminate for up to 10 hours in darkness. Due to confidentiality requirements, test personnel were unable to conduct onboard random testing of the markers' brightness. Instead, the measurement method involved soldiers carrying instruments to take readings on-site, with data transmitted remotely.The final dataset contains 12 hours of continuous brightness monitoring data for the luminous markers, sampled at approximately one-second intervals. The data was submitted in Excel format.
description: Emergency luminous markers are installed inside the submarine and on the uniforms of watch-keeping soldiers. These serve as operational and evacuation guides in the event of a complete loss of electrical lighting.These markers store energy when exposed to light and can continuously self-illuminate for up to 10 hours in darkness. Due to confidentiality requirements, test personnel were unable to conduct onboard random testing of the markers' brightness. Instead, the measurement method involved soldiers carrying instruments to take readings on-site, with data transmitted remotely.The final dataset contains 12 hours of continuous brightness monitoring data for the luminous markers, sampled at approximately one-second intervals. The data was submitted in Excel format.
DOI: 10.6084/m9.figshare.29402057
title: Source Data.xlsx

description: <b>Efficacy of Modified-Vaccinia Ankara Vaccine as Pre- and Post-Exposure Prophylaxis Against Monkeypox Sexual Transmission in Non-Human Primate model</b>
DOI: 10.6084/m9.figshare.29402057.v1
title: Source Data.xlsx

description: <b>Efficacy of Modified-Vaccinia Ankara Vaccine as Pre- and Post-Exposure Prophylaxis Against Monkeypox Sexual Transmission in Non-Human Primate model</b>
DOI: 10.5281/zenodo.15691382
title: Critical Heat Flux Datasets under Uniform and Non-Uniform Axial Heating Conditions [KAERI/TR-1665/2000]

description: The source of the data collected comes from the KAERI technical report [1]. The report includes an extensive set of experimental CHF measurements under both uniform and non-uniform heating conditions, providing valuable data for understanding and modeling CHF behavior in nuclear thermal-hydraulic systems. 

Overall, 1539 CHF test cases were collected/digitized from [1], comprising 651 uniform‐heating measurements and 888 non-uniform heating cases. The experimental setups used water coolant in round tubes with internal diameter of 5.44 - 28.3 mm and heated lengths of 0.061 - 7.0 m.

[1] C. PARK, “Effect of Axial Heat Flux Distribution on Critical Heat Flux,” Tech. Rep. KAERI/TR-1665/2000, Korea Atomic Energy Research Institute, Daejeon, Republic of Korea (October 2000).
DOI: 10.15468/dl.tb2q89
title: Occurrence Download

description: A dataset containing 10039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-2500.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zerynthia polyxena (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 10039 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068790-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15118573
title: datasets for the paper "Aggresomes protect mRNA under stress in Escherichia coli"
DOI: 10.5281/zenodo.15738775
title: datasets for the paper "Aggresomes protect mRNA under stress in Escherichia coli"
DOI: 10.15468/dl.4yjved
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "TaxonKey is Gymnopleurus mopsus (Pallas, 1781)"
 ]
}

 The dataset includes 30 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068791-250525065834625/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.29375783.v3
title: Comparison of third molar management protocols

description: UPPAAL model to compare the preventive and symptomatic extraction protocol of third molars
DOI: 10.6084/m9.figshare.29375783.v4
title: Comparison of third molar management protocols

description: UPPAAL model to compare the preventive and symptomatic extraction protocol of third molars
DOI: 10.6084/m9.figshare.29402101
title: S2: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 1. SHRIMP U–Th–Pb zircon results for the Alouzad alkali-feldspar granite (Sample F16: 29.46194°N, 9.92905°W)
DOI: 10.6084/m9.figshare.29402101.v1
title: S2: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 1. SHRIMP U–Th–Pb zircon results for the Alouzad alkali-feldspar granite (Sample F16: 29.46194°N, 9.92905°W)
DOI: 10.5281/zenodo.15738909
title: Cadenza Challenge (CAD1): Submission audio samples for listening to music over the headphones challenge

description: Cadenza

This is the submission data for the listening over headphones task from the First Cadenza Machine Learning Challenge (CAD1).

The Cadenza Challenges are improving music production and processing for people with a hearing loss. According to The World Health Organization, 430 million people worldwide have a disabling hearing loss. Studies show that not being able to understand lyrics is an important problem to tackle for those with hearing loss. Consequently, this task is about improving the intelligibility of lyrics when listening to pop/rock over headphones. But this needs to be done without losing too much audio quality - you can't improve intelligibility just by turning off the rest of the band! We will be using one metric for intelligibility and another metric for audio quality, and giving you different targets to explore the balance between these metrics.

Please see the Cadenza website for a full description of the data
description: This dataset contains the submission audio signals for the CAD1 task1. The signals correspond to 30-second segments of 49 tracks of the MUSDB18-HQ test split.  The signals were processed according the CAD1 requirements. Please refer to the Cadenza challenge website and to the paper for details.

Total number of audio samples: 25,971.

Description of files:



CAD1_data.zip: package containing the audio signals

listeners.json: JSON file with the anonimized listeners' audiograms.

musdb18.test.json: JSON file with the 49 MUSDB18-HQ tracks included.

musdb18.segments.json: JSON file with details of the 30-second segments used.

HAAQI_scores.csv: CSV file with HAAQI scores


The audio signals are organised as:

<TEAM_ID>/<Listener_ID>/<Listener_ID>_<Track_ID>_remix.flac

where:



TEAM_ID:  9 unique ids to identify each Team.

Listener_ID:  53 unique ids to identify each listener.


##########################################

Listener Panel Data

The data from the listener panel is contained in two files:



CAD1_anon_listener_panel_data.csv:  anonimized  listener panel scores 

CAD1_anon_audiogram_data.xlsx: anonimized audiograms organised for listener panel analysis
description: Cite as:

G. Roa-Dabike, M. A. Akeroyd, S. Bannister, J. P. Barker, T. J. Cox, B. Fazenda, J. Firth, S. Graetzer, A. Greasley, R. R. Vos and W. M. Whitmer, "The First Cadenza Challenges: Using Machine Learning Competitions to Improve Music for Listeners With a Hearing Loss," in IEEE Open Journal of Signal Processing. doi: 10.1109/OJSP.2025.3578299
DOI: 10.6084/m9.figshare.29402104
title: S4: Palaeoproterozoic intrusive and sedimentary rocks of the Sidi Ifni Inlier (Anti-Atlas Mountains, Morocco) and their correlatives in West Africa–Amazonia

description: Supplementary Table 3. SHRIMP U–Th–Pb zircon results for a Taghdout–Lkest Group quartzite (sample B97: 29.53642°N, 9.88534°W)