cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4vs78v
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Parachela maculicauda)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034854-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cja8hv
title: Occurrence Download

description: A dataset containing 14934 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belarus",
 "OccurrenceStatus is Present",
 "Year 2000-2011"
 ]
}

 The dataset includes 14934 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034853-250827131500795/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.29538704
title: Metadata of all data files for Carle et al. (2025), Nature: Aboveground biomass in Australian tropical forests now net carbon source

description: This metadata file is part of the collection supplementary to Carle et al. (2025), <i>Aboveground biomass in Australian tropical forests now net carbon source</i>, Nature. DOI: [xxx]. The full collection is available at DOI: https://doi.org/10.6084/m9.figshare.c.7922084.This file contains metadata for four datasets that include: plot-level census data, climate data, plot geographic locations, and cyclone dates.
DOI: 10.6084/m9.figshare.29538704.v2
title: Metadata of all data files for Carle et al. (2025), Nature: Aboveground biomass in Australian tropical forests now net carbon source

description: This metadata file is part of the collection supplementary to Carle et al. (2025), <i>Aboveground biomass in Australian tropical forests now net carbon source</i>, Nature. DOI: [xxx]. The full collection is available at DOI: https://doi.org/10.6084/m9.figshare.c.7922084.This file contains metadata for four datasets that include: plot-level census data, climate data, plot geographic locations, and cyclone dates.
DOI: 10.6084/m9.figshare.29538704.v1
title: Metadata all data files, Carle et al. (2025) Nature

description: We use long-term forest inventory data (1971-2019) from Australian moist tropical forests and a causal inference framework to assess the carbon balance of woody aboveground standing biomass over time, the demographic processes accounting for it and its climatic drivers, including cyclones.This file contains metadata for four datasets that include: plot-level census data, climate data, plot geographic locations, and cyclone dates.
DOI: 10.15468/dl.hreb5f
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penaeus vannamei",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034855-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qepa7s
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penaeus vannamei",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034856-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xa8gy9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chiloglanis anoterus, Chiloglanis asymetricaudalis, Chiloglanis batesii, Chiloglanis benuensis, Chiloglanis bifurcus, Chiloglanis brevibarbis, Chiloglanis camarabounyi, Chiloglanis cameronensis, Chiloglanis carnosus, Chiloglanis congicus, Chiloglanis deckenii, Chiloglanis devosi, Chiloglanis dialloi, Chiloglanis disneyi, Chiloglanis elisabethianus, Chiloglanis emarginatus, Chiloglanis fasciatus, Chiloglanis harbinger, Chiloglanis kabaensis, Chiloglanis kalambo, Chiloglanis kerioensis, Chiloglanis kolente, Chiloglanis lamottei, Chiloglanis loffabrevum, Chiloglanis longibarbis, Chiloglanis lufirae, Chiloglanis lukugae, Chiloglanis macropterus, Chiloglanis marlieri, Chiloglanis mbozi, Chiloglanis microps, Chiloglanis modjensis, Chiloglanis mongoensis, Chiloglanis neumanni, Chiloglanis niger, Chiloglanis niloticus, Chiloglanis normani, Chiloglanis nzerekore, Chiloglanis occidentalis, Chiloglanis paratus, Chiloglanis pezoldi, Chiloglanis pojeri, Chiloglanis polyodon, Chiloglanis polypogon, Chiloglanis pretoriae, Chiloglanis reticulatus, Chiloglanis rukwaensis, Chiloglanis ruziziensis, Chiloglanis sanagaensis, Chiloglanis sardinhai, Chiloglanis somereni, Chiloglanis swierstrai, Chiloglanis trilobatus, Chiloglanis tweddlei, Chiloglanis voltae, Chiloglanis waterloti, Euchilichthys astatodon, Euchilichthys boulengeri, Euchilichthys dybowskii, Euchilichthys guentheri, Euchilichthys royauxi, Microsynodontis armatus, Microsynodontis batesii, Microsynodontis christyi, Microsynodontis emarginata, Microsynodontis hirsuta, Microsynodontis laevigata, Microsynodontis lamberti, Microsynodontis nannoculus, Microsynodontis nasutus, Microsynodontis notata, Microsynodontis polli, Microsynodontis vigilis, Mochokiella paynei, Mochokus brevis, Mochokus niloticus, Synodontis acanthomias, Synodontis acanthoperca, Synodontis afrofischeri, Synodontis alberti, Synodontis albolineatus, Synodontis angelicus, Synodontis annectens, Synodontis ansorgii, Synodontis arnoulti, Synodontis aterrimus, Synodontis bastiani, Synodontis batensoda, Synodontis batesii, Synodontis brichardi, Synodontis budgetti, Synodontis camelopardalis, Synodontis caudalis, Synodontis caudovittatus, Synodontis centralis, Synodontis clarias, Synodontis comoensis, Synodontis congicus, Synodontis contractus, Synodontis courteti)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((3.8924 37.4235,1.1382 37.0126,1.1382 29.0599,10.1382 29.0599,10.1382 37.8331,9.4029 37.7805,8.9557 38.0599,8.517 37.8538,8.3781 37.425,6.4409 37.5887,5.341 37.2123,4.8286 37.3907,3.8924 37.4235))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034857-250827131500795/datasets/export for details.
DOI: 10.21227/ffha-d878
title: "Raw Virtual Reality Video Captures"

description: "This dataset includes two raw video captures from the virtual reality (VR) video game Budget Cuts. The two videos include raw video frames that were generated on our desktop and then streamed to a head-mounted display (HMD) at 120 fps. We also provide downsampled versions of the original videos, at lower frame rates, and the corresponding structural similarity index measure (SSIM) values between successive frames."
DOI: 10.5281/zenodo.5744358
title: Inventory of glacial lakes in Svalbard 1936-2020

description: Table consist a information about changes of the glacial lakes in the Svalbard Archipelago since the termination of the Little Ice Age. Shapefiles are additional part of this table and shows a spatial distribution of included lakes. To search a specific lake you have to choose ID.

This study is a contribution to the National Science Centre project ‘GLAVE’ (Award No. UMO-2020/38/E/ST10/00042)
DOI: 10.5281/zenodo.6814263
title: Inventory of glacial lakes in Svalbard 1936-2020

description: Table consist a information about changes of the glacial lakes in the Svalbard Archipelago since the termination of the Little Ice Age. Shapefiles are additional part of this table and shows a spatial distribution of included lakes. To search a specific lake you have to choose ID.

This study is a contribution to the National Science Centre project ‘GLAVE’ (Award No. UMO-2020/38/E/ST10/00042)
DOI: 10.15468/dl.gywpzj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chiloglanis anoterus, Chiloglanis asymetricaudalis, Chiloglanis batesii, Chiloglanis benuensis, Chiloglanis bifurcus, Chiloglanis brevibarbis, Chiloglanis camarabounyi, Chiloglanis cameronensis, Chiloglanis carnosus, Chiloglanis congicus, Chiloglanis deckenii, Chiloglanis devosi, Chiloglanis dialloi, Chiloglanis disneyi, Chiloglanis elisabethianus, Chiloglanis emarginatus, Chiloglanis fasciatus, Chiloglanis harbinger, Chiloglanis kabaensis, Chiloglanis kalambo, Chiloglanis kerioensis, Chiloglanis kolente, Chiloglanis lamottei, Chiloglanis loffabrevum, Chiloglanis longibarbis, Chiloglanis lufirae, Chiloglanis lukugae, Chiloglanis macropterus, Chiloglanis marlieri, Chiloglanis mbozi, Chiloglanis microps, Chiloglanis modjensis, Chiloglanis mongoensis, Chiloglanis neumanni, Chiloglanis niger, Chiloglanis niloticus, Chiloglanis normani, Chiloglanis nzerekore, Chiloglanis occidentalis, Chiloglanis paratus, Chiloglanis pezoldi, Chiloglanis pojeri, Chiloglanis polyodon, Chiloglanis polypogon, Chiloglanis pretoriae, Chiloglanis reticulatus, Chiloglanis rukwaensis, Chiloglanis ruziziensis, Chiloglanis sanagaensis, Chiloglanis sardinhai, Chiloglanis somereni, Chiloglanis swierstrai, Chiloglanis trilobatus, Chiloglanis tweddlei, Chiloglanis voltae, Chiloglanis waterloti, Euchilichthys astatodon, Euchilichthys boulengeri, Euchilichthys dybowskii, Euchilichthys guentheri, Euchilichthys royauxi, Microsynodontis armatus, Microsynodontis batesii, Microsynodontis christyi, Microsynodontis emarginata, Microsynodontis hirsuta, Microsynodontis laevigata, Microsynodontis lamberti, Microsynodontis nannoculus, Microsynodontis nasutus, Microsynodontis notata, Microsynodontis polli, Microsynodontis vigilis, Mochokiella paynei, Mochokus brevis, Mochokus niloticus, Synodontis acanthomias, Synodontis acanthoperca, Synodontis afrofischeri, Synodontis alberti, Synodontis albolineatus, Synodontis angelicus, Synodontis annectens, Synodontis ansorgii, Synodontis arnoulti, Synodontis aterrimus, Synodontis bastiani, Synodontis batensoda, Synodontis batesii, Synodontis brichardi, Synodontis budgetti, Synodontis camelopardalis, Synodontis caudalis, Synodontis caudovittatus, Synodontis centralis, Synodontis clarias, Synodontis comoensis, Synodontis congicus, Synodontis contractus, Synodontis courteti)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-7.2368 34.3499,-7.8618 34.0821,-7.8618 29.0599,1.1382 29.0599,1.1382 37.0126,1.0824 37.0043,-0.2178 36.3911,-1.3535 36.1755,-2.0167 35.582,-2.9629 35.9401,-3.4108 35.7059,-4.4085 35.6649,-4.8295 35.8931,-5.2547 36.4009,-6.1318 36.2488,-7.2368 34.3499))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034858-250827131500795/datasets/export for details.
DOI: 10.15468/dl.6z2e7h
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Batasio fasciolatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034859-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17066558
title: Explainable AI for Mental Health Screening in Bangladesh: A Socio-Behavioral and Psychometric Dataset

description: This dataset contains anonymized survey responses from 9,984 adults in Bangladesh, collected to investigate the socio-behavioral and psychometric factors associated with mental health. The data was gathered as part of the research paper titled, "Explainable AI for Mental Health Screening in Bangladesh: A Measurement-Aware, Fairness-Audited, and Reproducible Framework."

The primary goal of this data collection was to build and validate a machine learning framework capable of predicting depression severity, thereby addressing the challenges of mental health screening (e.g., cultural stigma, lack of structured data) in low- and middle-income countries.

The dataset comprises a wide range of variables, including:





Sociodemographic Information: Age, gender, marital status, educational attainment, employment status, geographic location (division), and financial indicators.




Mental Health & Well-being Scales: Complete responses to validated psychometric questionnaires, including the Patient Health Questionnaire-9 (PHQ-9) for depression, the Generalized Anxiety Disorder-7 (GAD-7) for anxiety, and the Perceived Stress Scale-10 (PSS-10).




Adverse Childhood Experiences (ACEs): Data related to experiences of abuse, neglect, and household dysfunction.




Behavioral Factors: Self-reported data on internet usage patterns (based on the Internet Addiction Test - IAT), sleep duration, physical activity levels, and daily screen time.



The data is provided in a single Comma-Separated Values (.csv) file. This resource is intended for researchers, data scientists, and public health professionals interested in the social determinants of mental health, the development of predictive models, and the auditing of algorithmic fairness in healthcare.
DOI: 10.5281/zenodo.17066559
title: Explainable AI for Mental Health Screening in Bangladesh: A Socio-Behavioral and Psychometric Dataset

description: This dataset contains anonymized survey responses from 9,984 adults in Bangladesh, collected to investigate the socio-behavioral and psychometric factors associated with mental health. The data was gathered as part of the research paper titled, "Explainable AI for Mental Health Screening in Bangladesh: A Measurement-Aware, Fairness-Audited, and Reproducible Framework."

The primary goal of this data collection was to build and validate a machine learning framework capable of predicting depression severity, thereby addressing the challenges of mental health screening (e.g., cultural stigma, lack of structured data) in low- and middle-income countries.

The dataset comprises a wide range of variables, including:





Sociodemographic Information: Age, gender, marital status, educational attainment, employment status, geographic location (division), and financial indicators.




Mental Health & Well-being Scales: Complete responses to validated psychometric questionnaires, including the Patient Health Questionnaire-9 (PHQ-9) for depression, the Generalized Anxiety Disorder-7 (GAD-7) for anxiety, and the Perceived Stress Scale-10 (PSS-10).




Adverse Childhood Experiences (ACEs): Data related to experiences of abuse, neglect, and household dysfunction.




Behavioral Factors: Self-reported data on internet usage patterns (based on the Internet Addiction Test - IAT), sleep duration, physical activity levels, and daily screen time.



The data is provided in a single Comma-Separated Values (.csv) file. This resource is intended for researchers, data scientists, and public health professionals interested in the social determinants of mental health, the development of predictive models, and the auditing of algorithmic fairness in healthcare.
DOI: 10.15468/dl.s9q5uc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scyllarus subarctus",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034860-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3x8pdr
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chiloglanis anoterus, Chiloglanis asymetricaudalis, Chiloglanis batesii, Chiloglanis benuensis, Chiloglanis bifurcus, Chiloglanis brevibarbis, Chiloglanis camarabounyi, Chiloglanis cameronensis, Chiloglanis carnosus, Chiloglanis congicus, Chiloglanis deckenii, Chiloglanis devosi, Chiloglanis dialloi, Chiloglanis disneyi, Chiloglanis elisabethianus, Chiloglanis emarginatus, Chiloglanis fasciatus, Chiloglanis harbinger, Chiloglanis kabaensis, Chiloglanis kalambo, Chiloglanis kerioensis, Chiloglanis kolente, Chiloglanis lamottei, Chiloglanis loffabrevum, Chiloglanis longibarbis, Chiloglanis lufirae, Chiloglanis lukugae, Chiloglanis macropterus, Chiloglanis marlieri, Chiloglanis mbozi, Chiloglanis microps, Chiloglanis modjensis, Chiloglanis mongoensis, Chiloglanis neumanni, Chiloglanis niger, Chiloglanis niloticus, Chiloglanis normani, Chiloglanis nzerekore, Chiloglanis occidentalis, Chiloglanis paratus, Chiloglanis pezoldi, Chiloglanis pojeri, Chiloglanis polyodon, Chiloglanis polypogon, Chiloglanis pretoriae, Chiloglanis reticulatus, Chiloglanis rukwaensis, Chiloglanis ruziziensis, Chiloglanis sanagaensis, Chiloglanis sardinhai, Chiloglanis somereni, Chiloglanis swierstrai, Chiloglanis trilobatus, Chiloglanis tweddlei, Chiloglanis voltae, Chiloglanis waterloti, Euchilichthys astatodon, Euchilichthys boulengeri, Euchilichthys dybowskii, Euchilichthys guentheri, Euchilichthys royauxi, Microsynodontis armatus, Microsynodontis batesii, Microsynodontis christyi, Microsynodontis emarginata, Microsynodontis hirsuta, Microsynodontis laevigata, Microsynodontis lamberti, Microsynodontis nannoculus, Microsynodontis nasutus, Microsynodontis notata, Microsynodontis polli, Microsynodontis vigilis, Mochokiella paynei, Mochokus brevis, Mochokus niloticus, Synodontis acanthomias, Synodontis acanthoperca, Synodontis afrofischeri, Synodontis alberti, Synodontis albolineatus, Synodontis angelicus, Synodontis annectens, Synodontis ansorgii, Synodontis arnoulti, Synodontis aterrimus, Synodontis bastiani, Synodontis batensoda, Synodontis batesii, Synodontis brichardi, Synodontis budgetti, Synodontis camelopardalis, Synodontis caudalis, Synodontis caudovittatus, Synodontis centralis, Synodontis clarias, Synodontis comoensis, Synodontis congicus, Synodontis contractus, Synodontis courteti)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((1.1382 20.0599,-7.8618 20.0599,-7.8618 11.0599,1.1382 11.0599,1.1382 20.0599))"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034861-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc11399lmt7
title: Epidemiology, Mechanisms, and Therapeutic Strategies for CFTR Modulator-Mediated Drug-Induced Liver Injury
DOI: 10.25549/usctheses-ouc11399lmss
title: Do Low-Income Groups Respond More Positively to â€œClimate Justiceâ€� Than to Other Terms From the Public Discourse About Climate Change? Evidence From a Representative Los Angeles County Sample
DOI: 10.15468/dl.pq42va
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiton glaucus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 192 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034863-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5angbq
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Ziziphus mauritiana"
 ]
}

 The dataset includes 299 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034864-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc11399lmst
title: Exploring Promotora-led Preventive Mental Health Interventions Among Hispanic/Latines in the U.S.: Assessments, Academic Partnerships, and Interactions with Social Determinants of Health
DOI: 10.15468/dl.b35hdf
title: Occurrence Download

description: A dataset containing 1001 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Northern Mariana Islands",
 "OccurrenceStatus is Present",
 "Year 2000-2001"
 ]
}

 The dataset includes 1001 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034862-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc11399lmsy
title: Contract-Based Heterogeneous Modeling for the Design of Layered System Architectures
DOI: 10.25549/usctheses-ouc11399lmt8
title: Changing the Rules of the Game: Essays Examining The Relationship between Innovation and Lobbying during Technological Change
DOI: 10.15468/dl.4d46k8
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gephyrocharax venezuelae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 66 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034865-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc11399lmt9
title: Modeling and Disentanglement of Intrinsic and Input-Driven Neural Dynamics Underlying Behavior
DOI: 10.25549/usctheses-ouc11399lmsw
title: Taking People as They Are: The Role of Culture in Public Reason Liberalism