cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0206368.10fu
title: SH0206368.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0206369.10fu
title: SH0206369.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0206370.10fu
title: SH0206370.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0206371.10fu
title: SH0206371.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13140/rg.2.2.18478.16966
title: Geoderma ASHENAFI DABA in recognition of the review contributed to the journal The Editors of Geoderma
DOI: 10.5281/zenodo.18088656
title: Phenomenological Evaluation of a Nonlinear Ratio-Preserving Stabilizer on Absolute Gravimeter Time-Series Data

description: This work presents a phenomenological evaluation of a nonlinear ratio-preserving dynamic stabilizer applied to real absolute gravimeter time-series data. Absolute gravimeter measurements are known to exhibit strong non-Gaussian fluctuations, impulsive disturbances, and structured tidal components, posing challenges for standard linear smoothing techniques.

 

Using absolute gravimeter residuals from the HAR station (2010–2011), the nonlinear stabilizer is compared against commonly used linear filters, including moving average and Savitzky–Golay methods. All filters are applied using matched effective smoothing scales and fixed parameters to ensure reproducibility and to avoid adaptive overfitting.

 

Stabilization performance is evaluated using three complementary diagnostics: (i) symbolic entropy to quantify distributional broadening, (ii) kurtosis-based dissonance to measure impulsive, heavy-tailed behavior, and (iii) spectral coherence to assess preservation of dominant tidal structure. Results show that the nonlinear stabilizer suppresses impulsive noise by approximately an order of magnitude relative to the raw signal while maintaining moderate tidal coherence and exhibiting systematically lower entropy inflation than classical linear smoothers.

 

This study does not propose a new physical model of gravitation. Rather, it provides an experimentally grounded characterization of a nonlinear stabilization regime for gravimetric time-series data. The results demonstrate that ratio-preserving nonlinear stabilization produces measurable and reproducible effects on real experimental measurements, motivating further investigation of nonlinear filtering approaches in gravimetry and geophysical signal analysis.
DOI: 10.5281/zenodo.18088655
title: Phenomenological Evaluation of a Nonlinear Ratio-Preserving Stabilizer on Absolute Gravimeter Time-Series Data

description: This work presents a phenomenological evaluation of a nonlinear ratio-preserving dynamic stabilizer applied to real absolute gravimeter time-series data. Absolute gravimeter measurements are known to exhibit strong non-Gaussian fluctuations, impulsive disturbances, and structured tidal components, posing challenges for standard linear smoothing techniques.

 

Using absolute gravimeter residuals from the HAR station (2010–2011), the nonlinear stabilizer is compared against commonly used linear filters, including moving average and Savitzky–Golay methods. All filters are applied using matched effective smoothing scales and fixed parameters to ensure reproducibility and to avoid adaptive overfitting.

 

Stabilization performance is evaluated using three complementary diagnostics: (i) symbolic entropy to quantify distributional broadening, (ii) kurtosis-based dissonance to measure impulsive, heavy-tailed behavior, and (iii) spectral coherence to assess preservation of dominant tidal structure. Results show that the nonlinear stabilizer suppresses impulsive noise by approximately an order of magnitude relative to the raw signal while maintaining moderate tidal coherence and exhibiting systematically lower entropy inflation than classical linear smoothers.

 

This study does not propose a new physical model of gravitation. Rather, it provides an experimentally grounded characterization of a nonlinear stabilization regime for gravimetric time-series data. The results demonstrate that ratio-preserving nonlinear stabilization produces measurable and reproducible effects on real experimental measurements, motivating further investigation of nonlinear filtering approaches in gravimetry and geophysical signal analysis.
DOI: 10.5281/zenodo.18088509
title: Data bases for the paper The Economic Case for Ethiopia's Fossil Fuel Vehicle Import Ban.

description: Three STATA files compiled for the paper on The Economic Case for Ethiopia's Fossil Fuel Vehicle Import Ban. Contains data on African countries energy imports and exports values from 2000 to 2020, our calculations of the Energy Imports Coverage indicator, the estimates and scenarios of the vehicle fleet with and without the fossil fuel ban of 2024. The sources can be checked in the paper text.
DOI: 10.5281/zenodo.18088508
title: Data bases for the paper The Economic Case for Ethiopia's Fossil Fuel Vehicle Import Ban.

description: Three STATA files compiled for the paper on The Economic Case for Ethiopia's Fossil Fuel Vehicle Import Ban. Contains data on African countries energy imports and exports values from 2000 to 2020, our calculations of the Energy Imports Coverage indicator, the estimates and scenarios of the vehicle fleet with and without the fossil fuel ban of 2024. The sources can be checked in the paper text.
DOI: 10.15468/9peq3p
title: Order Artiodactyla

description: This dataset contains the digitized treatments in Plazi based on the original book chapter James H. Honacki, Kenneth E. Kinman, James W. Koeppl (1982): Order Artiodactyla. In: James H. Honacki, Kenneth E. Kinman, James W. Koeppl (Eds): Mammal Species of the World (1 st Edition). Lawrence, Kansas, USA: Alien Press, Inc. & The Association of Systematics Collections: 315-343, ISBN: 0-89327-235-3, DOI: 10.5281/zenodo.7352976
DOI: 10.34740/kaggle/dsv/14335219
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15706145
title: GEFS-based U.S. Tornado Outbreak Synthetic Event Set

description: Global Ensemble Forecast System (GEFS) version 12 reforecasts computed tornado outbreak index. Part 1 of index is GEFS_POutbreak_daily_calib.nc, and part 2 of index is GEFS_US-num_daily.nc.

The tornado outbreak index is described in Malloy and Tippett (2024) and post-calibration of tornado outbreak index is described in Malloy and Tippett (2025).

If used, please cite dataset 10.5281/zenodo.15706145, and read/cite the accompanying publication(s) Malloy and Tippett (2026): https://doi.org/10.5194/egusphere-2025-3145

GEFS_POutbreak_daily_calib.nc

First part of tornado outbreak index uses 6-hourly GEFS convective precipitation, storm relative helicity, and convective available potential energy to compute probabilities via logistic regression model, which is then aggregated as a daily maximum over the convective day (12 UTC one day - 12 UTC next day).

Dataset dimensions:



"time" = initialization time; length = 7294; start = 2000-01-01, end = 2019-12-31

"member" = ensemble member; length = 11; start = 0, end = 10

"step" = forecast lead; length = 34; start = 1 day, end = 34 days (This is the middle of the interval that aggregates over convective day 12Z-12Z, e.g., +1 day forecast initialized on 2000-01-01 is maximum tornado outbreak probability between 2000-01-01 12 UTC, 2000-01-01 18 UTC, 2000-01-02 00 UTC, and 2000-01-02 06 UTC, and the valid time would be labeled 2000-01-02 00 UTC.)

"latitude"; length = 26; start = 50N, end = 25N (descending order)

"longitude"; length = 71; start = 230, end = 300 (convert to standard system of coordinates by subtracting 360)


GEFS_US-num_daily.nc

Second part of tornado outbreak index uses GEFS daily probability maps from part 1 above, taking the map sum and grid cell maximum value of probability map to compute (expected) daily total U.S. tornado counts via negative binomial regression model. 

Dataset dimensions:



"time" = initialization time; length = 7294; start = 2000-01-01, end = 2019-12-31

"member" = ensemble member; length = 11; start = 0, end = 10

"step" = forecast lead; length = 34; start = 1 day, end = 34 days
DOI: 10.5281/zenodo.15706144
title: GEFS-based U.S. Tornado Outbreak Synthetic Event Set

description: Global Ensemble Forecast System (GEFS) version 12 reforecasts computed tornado outbreak index. Part 1 of index is GEFS_POutbreak_daily_calib.nc, and part 2 of index is GEFS_US-num_daily.nc.

The tornado outbreak index is described in Malloy and Tippett (2024) and post-calibration of tornado outbreak index is described in Malloy and Tippett (2025).

If used, please cite dataset 10.5281/zenodo.15706145, and read/cite the accompanying publication(s) Malloy and Tippett (2026): https://doi.org/10.5194/egusphere-2025-3145

GEFS_POutbreak_daily_calib.nc

First part of tornado outbreak index uses 6-hourly GEFS convective precipitation, storm relative helicity, and convective available potential energy to compute probabilities via logistic regression model, which is then aggregated as a daily maximum over the convective day (12 UTC one day - 12 UTC next day).

Dataset dimensions:



"time" = initialization time; length = 7294; start = 2000-01-01, end = 2019-12-31

"member" = ensemble member; length = 11; start = 0, end = 10

"step" = forecast lead; length = 34; start = 1 day, end = 34 days (This is the middle of the interval that aggregates over convective day 12Z-12Z, e.g., +1 day forecast initialized on 2000-01-01 is maximum tornado outbreak probability between 2000-01-01 12 UTC, 2000-01-01 18 UTC, 2000-01-02 00 UTC, and 2000-01-02 06 UTC, and the valid time would be labeled 2000-01-02 00 UTC.)

"latitude"; length = 26; start = 50N, end = 25N (descending order)

"longitude"; length = 71; start = 230, end = 300 (convert to standard system of coordinates by subtracting 360)


GEFS_US-num_daily.nc

Second part of tornado outbreak index uses GEFS daily probability maps from part 1 above, taking the map sum and grid cell maximum value of probability map to compute (expected) daily total U.S. tornado counts via negative binomial regression model. 

Dataset dimensions:



"time" = initialization time; length = 7294; start = 2000-01-01, end = 2019-12-31

"member" = ensemble member; length = 11; start = 0, end = 10

"step" = forecast lead; length = 34; start = 1 day, end = 34 days
DOI: 10.6084/m9.figshare.30964823
title: Validation of musical stimuli for emotion evaluation: the Musical Emotion Evaluation Test

description: Musical stimuli provide a valuable approach to understanding and eliciting emotions. This research aimed to evaluate the validity and reliability of a musical stimuli set, composed to elicit happiness, fear/anger, sadness, and serenity, developing a novel tool for non-verbal emotion assessment. Furthermore, a comparative analysis explored variations in assessing perceived emotions, valence, and arousal dimensions among musicians and non-musicians. A sample of 200 individuals, aged 18 to 43 years (M = 27.27; SD = 5.90), and comprising 100 musicians and 100 non-musicians, evaluated the stimuli by reporting their perceived emotions through a forced-choice identification task, and by rating valence and arousal using the Self-Assessment Manikin. Among the original 116 stimuli designed, 38 musical stimuli were selected based on item response theory and confirmatory factor analysis for developing the Musical Emotion Evaluation Test. Additionally, musicians and non-musicians performed similarly when identifying emotions and perceiving emotional valence and arousal in musical stimuli. The validation of musical stimuli to evaluate emotions contributes to increasing the reliability and validity of the assessment in the research and clinical contexts. This study also provides insights into how musical expertise influences the perception of emotions in music.
DOI: 10.6084/m9.figshare.30964823.v1
title: Validation of musical stimuli for emotion evaluation: the Musical Emotion Evaluation Test

description: Musical stimuli provide a valuable approach to understanding and eliciting emotions. This research aimed to evaluate the validity and reliability of a musical stimuli set, composed to elicit happiness, fear/anger, sadness, and serenity, developing a novel tool for non-verbal emotion assessment. Furthermore, a comparative analysis explored variations in assessing perceived emotions, valence, and arousal dimensions among musicians and non-musicians. A sample of 200 individuals, aged 18 to 43 years (M = 27.27; SD = 5.90), and comprising 100 musicians and 100 non-musicians, evaluated the stimuli by reporting their perceived emotions through a forced-choice identification task, and by rating valence and arousal using the Self-Assessment Manikin. Among the original 116 stimuli designed, 38 musical stimuli were selected based on item response theory and confirmatory factor analysis for developing the Musical Emotion Evaluation Test. Additionally, musicians and non-musicians performed similarly when identifying emotions and perceiving emotional valence and arousal in musical stimuli. The validation of musical stimuli to evaluate emotions contributes to increasing the reliability and validity of the assessment in the research and clinical contexts. This study also provides insights into how musical expertise influences the perception of emotions in music.
DOI: 10.15468/dl.ekzy6h
title: Occurrence Download

description: A dataset containing 2609868652 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 2609868652 records from 32049 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068697-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-28226
title: Blue Ribbon Commission on Public Safety & Community Relations: report, 1990-02

description: Blue Ribbon Commission on Public Safety and Community Relations "A report to the County Executive, Prince George's County, Maryland", 1990 February. 6.1. Hubert Williams materials (3 of 3), . PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.q6qdpe
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Abundance of non-diatom phytoplankton measured on water bottle samples at station PS58/107-5"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002799-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-28204
title: Blue Ribbon Commission on Public Safety & Community Relations: report, 1990-02

description: Blue Ribbon Commission on Public Safety and Community Relations "A report to the County Executive, Prince George's County, Maryland", 1990 February. 6.1. Hubert Williams materials (3 of 3), . PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.taoqcc
title: Occurrence Download

description: A dataset containing 730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ludwigia helminthorrhiza (Mart.) H.Hara",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 730 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002799-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwu88z
title: Occurrence Download

description: A dataset containing 1260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Combretum apiculatum Sond."
 ]
}

 The dataset includes 1260 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002204-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-29067
title: Police Foundation annual report, 1989

description: Police Foundation annual report, 1989. Washington, DC: Police Foundation, [1990]. 6.1. Hubert Williams materials (1 of 3). PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.