cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22008/fk2/a5rxj5/pybwbn
title: 2018-06-09.tif

description: :unav
DOI: 10.6084/m9.figshare.14794170
title: meiosis-recombination-chromatin

description: Intermediate data used to generate figures in Jin et al. 2021 "Genome-wide variability in recombination activity is associated with meiotic chromatin organization". https://doi.org/10.1101/2021.01.06.425599. See https://github.com/xiaofanjin/meiosis-recombination-chromatin for code.
DOI: 10.22008/fk2/a5rxj5/mpaack
title: 2020-06-01.tif

description: :unav
DOI: 10.6084/m9.figshare.14794170.v2
title: meiosis-recombination-chromatin

description: Intermediate data used to generate figures in Jin et al. 2021 "Genome-wide variability in recombination activity is associated with meiotic chromatin organization". https://doi.org/10.1101/2021.01.06.425599. See https://github.com/xiaofanjin/meiosis-recombination-chromatin for code.
DOI: 10.15468/dl.i6bcvv
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Australopithecus afarensis Johanson, White & Coppens, 1978"
 ]
}

 The dataset includes 42 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007425-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ist48r
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tympanuchus pallidicinctus (Ridgway, 1873)",
 "HasCoordinate is false",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 }
 ]
}

 The dataset includes 88 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004344-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4rgra
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Fragaria nubicola Lindl."
 ]
}

 The dataset includes 56 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138495-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq7fxw
title: Occurrence Download

description: A dataset containing 10967 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bemisia tabaci (Gennadius, 1889)"
 ]
}

 The dataset includes 10967 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007420-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jf2wjg
title: Occurrence Download

description: A dataset containing 1850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Fragaria nilgerrensis Schltdl. ex J.Gay"
 ]
}

 The dataset includes 1850 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138483-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jrnim
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Australopithecus africanus Dart, 1925"
 ]
}

 The dataset includes 73 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007428-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hiup7v
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "or" : [
 "ScientificName is Galanthus × valentinei Beck",
 "ScientificName is Galanthus × valentinei",
 "ScientificName is Galanthus x valentinei",
 "ScientificName is Galanthus x valentinei Beck",
 "ScientificName is Galanthus xvalentinei Beck",
 "ScientificName is Galanthus valentinei Beck"
 ]
}

 The dataset includes 64 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004344-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atj43z
title: Occurrence Download

description: A dataset containing 1365 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium nuttalii DC."
 ]
}

 The dataset includes 1365 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138535-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp8ogo
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gasteria pillansii Kensit"
 ]
}

 The dataset includes 93 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004344-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybv6kf
title: Occurrence Download

description: A dataset containing 32553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Miniopterus schreibersii (Kuhl, 1817)"
 ]
}

 The dataset includes 32553 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022684-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y72t7
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Astragalus pelecinus (L.) Barneby"
 ]
}

 The dataset includes 80 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138531-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzgazi
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinochloa crus-galli var. submutica G.Mey."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004344-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8bfa9
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dama dama (Linnaeus, 1758)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 86 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116174-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6726wt
title: Occurrence Download

description: A dataset containing 365 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium norikurense Nakai"
 ]
}

 The dataset includes 365 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138530-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lrhftl
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ardipithecus White, Suwa & Asfaw, 1995"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007422-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwfrdt
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gasteria pendulifolia van Jaarsv."
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004347-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tt975
title: Occurrence Download

description: A dataset containing 26648 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nicotiana tabacum L."
 ]
}

 The dataset includes 26648 records from 528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138540-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkazmc
title: Occurrence Download

description: A dataset containing 21178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "DecimalLatitude is greater than 34.9228178122067",
 "DecimalLatitude is less than 35.3555454400985",
 "DecimalLongitude is greater than -88.5959017009014",
 "DecimalLongitude is less than -88.0826554589402"
 ]
}

 The dataset includes 21178 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004344-171025204727650/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.25655343
title: plasma Metabolites

description: Plasma metabolites from RSV exacerbated asthmatic mice
DOI: 10.6084/m9.figshare.25655343.v1
title: plasma Metabolites

description: Plasma metabolites from RSV exacerbated asthmatic mice
DOI: 10.15468/dl.70l4it
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paranthropus boisei"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007429-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a22k5j
title: Occurrence Download

description: A dataset containing 250184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Observation, Occurrence evidence)",
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-500.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Poaceae",
 "Year 2000-2022"
 ]
}

 The dataset includes 250184 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138490-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7g9vrc
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia flavicoma subsp. giselae Simon Pall."
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004345-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15211615
title: AEVM Model Row-Level Validation Dataset – Alba (2019–2023)

description: This dataset provides the full row-level inputs and outputs used to validate the Alaali Economic Value Model (AEVM), a Tier-2 proprietary valuation model developed under the Alaali Financial Models Framework (AFMF). AEVM is classified as an A-NLE Enhanced model, designed to measure real-world economic value by integrating capital efficiency, liquidity fragility, and market mispricing sensitivity.

The dataset includes:



Year-by-year financial inputs for Alba (2019–2023)

AEVM Scores (model outputs)

Traditional valuation comparators: DCF Valuation, Book Value, Book-to-Market

AEVM vs. Market Delta: valuation mispricing signal

Risk Labels: manually tagged for ML classification (1 = aligned, 0 = mispriced)


⚠️ Note: No internal AEVM logic or proprietary formulas are disclosed. This file provides only the valuation outputs and training structure used for empirical model testing. All financial data is publicly sourced or derived.

This dataset supports supervised ML validation using Logistic Regression, Random Forest, Gradient Boosting, and MLP Classifiers. It serves as timestamped public evidence of AEVM's predictive performance.
DOI: 10.5281/zenodo.15211616
title: AEVM Model Row-Level Validation Dataset – Alba (2019–2023)

description: This dataset provides the full row-level inputs and outputs used to validate the Alaali Economic Value Model (AEVM), a Tier-2 proprietary valuation model developed under the Alaali Financial Models Framework (AFMF). AEVM is classified as an A-NLE Enhanced model, designed to measure real-world economic value by integrating capital efficiency, liquidity fragility, and market mispricing sensitivity.

The dataset includes:



Year-by-year financial inputs for Alba (2019–2023)

AEVM Scores (model outputs)

Traditional valuation comparators: DCF Valuation, Book Value, Book-to-Market

AEVM vs. Market Delta: valuation mispricing signal

Risk Labels: manually tagged for ML classification (1 = aligned, 0 = mispriced)


⚠️ Note: No internal AEVM logic or proprietary formulas are disclosed. This file provides only the valuation outputs and training structure used for empirical model testing. All financial data is publicly sourced or derived.

This dataset supports supervised ML validation using Logistic Regression, Random Forest, Gradient Boosting, and MLP Classifiers. It serves as timestamped public evidence of AEVM's predictive performance.
DOI: 10.5281/zenodo.15209428
title: Hardware Model Checking Certificates Benchmarks
DOI: 10.5281/zenodo.15209429
title: Hardware Model Checking Certificates Benchmarks
DOI: 10.6084/m9.figshare.28741874
title: Artifact: An In-Depth Systematic Analysis of the Security, Usability, and Automation Capabilities of Password Update Processes on Top-Ranked Websites

description: Artifact: An In-Depth Systematic Analysis of the Security, Usability, and Automation Capabilities of Password Update Processes on Top-Ranked Websites<br>Containing the:technical codebooksranked websites analyzed
DOI: 10.5281/zenodo.14744133
title: Codebook for A Qualitative Study of Sensemaking Through Data Exploration

description: Qualitative Codebook & Interviewer Script.
DOI: 10.5281/zenodo.14744122
title: Codebooks & Data for A Qualitative Study of Sensemaking Through Data Exploration

description: Qualitative Codebook & Interviewer Script.
DOI: 10.5281/zenodo.14744123
title: Codebook for A Qualitative Study of Sensemaking Through Data Exploration

description: Qualitative Codebook
DOI: 10.5281/zenodo.15198692
title: Codebooks & Data for A Qualitative Study of Sensemaking Through Data Exploration

description: Qualitative Codebook & Interviewer Script.
DOI: 10.5281/zenodo.4279348
title: Learn2Reg Challenge: CT Lung Registration

description: learn2reg_lungData_OriginalSize.zip contains the images used in the Learn2Reg challenge in the Lung CT task in the original resolution. For more information about this dataset go to: https://learn2reg.grand-challenge.org/
DOI: 10.5281/zenodo.4279347
title: Learn2Reg Challenge: CT Lung Registration

description: learn2reg_lungData_OriginalSize.zip contains the images used in the Learn2Reg challenge in the Lung CT task in the original resolution. For more information about this dataset go to: https://learn2reg.grand-challenge.org/
DOI: 10.25919/gy3w-f242
title: Parkes observations for project P1185 semester 2023APRS_04

description: Ultra-long period neutron stars (ULPNSs) are an emerging class of objects that have sparked interest and curiosity in the fast transient community. Along with standard magnetars, they have been theorised to be potential progenitors of the enigmatic fast radio bursts (FRBs). The MeerTRAP project at the MeerKAT radio telescope is uncovering several magnetar and ultra-long period neutron star candidates, an example of which is PSR J0901-4046 with a period of 76s. Continued long-term monitoring of PSR J0901-4046 has shown it to be potentially transitioning into radio quiescence. The proposed observations will enable us to continue to monitor and characterise the decline in flux density. We have also discovered two new candidates MTP0027 and MTP0068 with periods of ~10 seconds and ~5 seconds respectively. Both sources exhibit magnetar-like pulse morphology and have only been detected in one epoch with MeerKAT. We propose to continue monitoring these sources to re-detect pulses and study their spectro-temporal-polarimetric properties.
DOI: 10.3886/icpsr38826.v1
title: Universal Academic Questionnaire of the American Economic Association - Characteristics of Economics Departments in the United States, 1998-2017
title: Version 1

description: The University Academic Questionnaire (UAQ) is a survey of economics departments in the United States administered each fall. These data from 1998-2017 are supplemented with annual Committee on the Status of Women in the Economics Profession (CSWEP) survey information when UAQ data observations are missing for a given institution and year.
description: The purpose of this study was to collect data on the composition of faculty by rank, ethnicity, sex, and employment status, as well as type and number of degrees awarded and other details regarding student admissions at economics departments in the United States.
description: The survey is mailed to the head of an economics department at a given school, who fills out the information based on the faculty membership and student enrollment at their department.
description: Variables in the data include information on economic departments' university locations and membership in terms of affiliated faculty and students. Demographic information includes affiliated faculty's professorship status, race, and gender and students' status in terms of degrees pursuing.
description: Datasets: DS1: Universal Academic Questionnaire of the American Economic Association - Characteristics of Economics Departments in the United States, 1998-2017
description: Economics Departments in the United States.
description: mail questionnaireFor additional information on this study, please visit the American Economic Association website.
DOI: 10.3886/icpsr38826
title: Universal Academic Questionnaire of the American Economic Association - Characteristics of Economics Departments in the United States, 1998-2017
title: Archival Version

description: The University Academic Questionnaire (UAQ) is a survey of economics departments in the United States administered each fall. These data from 1998-2017 are supplemented with annual Committee on the Status of Women in the Economics Profession (CSWEP) survey information when UAQ data observations are missing for a given institution and year.
description: The purpose of this study was to collect data on the composition of faculty by rank, ethnicity, sex, and employment status, as well as type and number of degrees awarded and other details regarding student admissions at economics departments in the United States.
description: The survey is mailed to the head of an economics department at a given school, who fills out the information based on the faculty membership and student enrollment at their department.
description: Variables in the data include information on economic departments' university locations and membership in terms of affiliated faculty and students. Demographic information includes affiliated faculty's professorship status, race, and gender and students' status in terms of degrees pursuing.
description: Datasets: DS1: Universal Academic Questionnaire of the American Economic Association - Characteristics of Economics Departments in the United States, 1998-2017
description: Economics Departments in the United States.
description: mail questionnaireFor additional information on this study, please visit the American Economic Association website.
DOI: 10.34943/05fd4c20-bf1b-40ae-8df9-a48d71bfed53
title: Strait of Georgia East Acoustic Doppler Current Profiler 150 kHz Deployed 2023-03-17

description: The RDI Workhorse Quartermaster ADCP 150 kHz (SN 8497) was deployed on 2023-03-17 at Strait of Georgia East. Strait of Georgia East refers to an eastern area of the Strait of Georgia. This device is a Acoustic Doppler Current Profiler 150 kHz. Acoustic Doppler Current Profilers (ADCP) are hydroacoustic instruments, similar to sonars. ADCPs measure current speed and direction at multiple predetermined depths simultaneously. ADCPs use the Doppler effect of sound waves that are scattered by particles in seawater over a depth range. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/b1365822-524a-4d70-a782-cf3303e93759
title: Strait of Georgia East Acoustic Doppler Current Profiler 150 kHz Deployed 2023-03-17

description: The RDI Workhorse Quartermaster ADCP 150 kHz (SN 8497) was deployed on 2023-03-17 at Strait of Georgia East. Strait of Georgia East refers to an eastern area of the Strait of Georgia. This device is a Acoustic Doppler Current Profiler 150 kHz. Acoustic Doppler Current Profilers (ADCP) are hydroacoustic instruments, similar to sonars. ADCPs measure current speed and direction at multiple predetermined depths simultaneously. ADCPs use the Doppler effect of sound waves that are scattered by particles in seawater over a depth range. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.