cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.heh4ue
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-163.00 -44.05,-163.00 45.05,15.00 45.05,15.00 -44.05,-163.00 -44.05))",
 "HasCoordinate is true",
 "TaxonKey is Tamandua tetradactyla (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 409 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000361-171020152545675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qaxxe
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ditassa buntingii (Morillo) Liede"
 ]
}

 The dataset includes 55 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181905-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vsn5w
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diospyros viridicans Hiern"
 ]
}

 The dataset includes 180 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179095-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5eed1
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sirex noctilio Fabricius, 1773"
 ]
}

 The dataset includes 355 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000361-171109162308116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfjv9n
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oncidium minaxoides M.W.Chase & N.H.Williams"
 ]
}

 The dataset includes 35 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183750-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vackm
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoregelia binotii (É.Morren) L.B.Sm."
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183751-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fn6hmj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is University of British Columbia Herbarium (UBC) - Algae Collection"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181907-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pj3mcb
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mouriri micradenia Ducke"
 ]
}

 The dataset includes 12 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183752-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rc4xgv
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((35.42725 5.35565,33.44971 4.17325,34.76807 1.89144,33.5376 0.09003,33.75733 -1.1843,39.60205 -5.30764,41.84326 -1.66755,41.27197 2.59402,42.10693 4.08558,40.08545 4.43617,39.33838 3.73484,35.42725 5.35565))",
 "HasCoordinate is true",
 "TaxonKey is Afrocanthium kilifiense (Bridson) Lantz",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000834-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnar6j
title: Occurrence Download

description: A dataset containing 186553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Country is Iceland",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 186553 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000362-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3z99k
title: Occurrence Download

description: A dataset containing 170945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Charadriiformes",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 170945 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181910-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgp8wd
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Paleobiology Database",
 "TaxonKey is Stagonolepis robertsoni Agassiz, 1844"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179118-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syc8jg
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argopecten purpuratus (Lamarck, 1819)"
 ]
}

 The dataset includes 261 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000362-150304104939900/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhbze2
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ditassa crassa Schltr."
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181927-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ovkix
title: Occurrence Download

description: A dataset containing 5848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex trinervis Degl.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5848 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000362-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fk5cd
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peperomia procumbens C.DC."
 ]
}

 The dataset includes 48 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183753-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6fknshpfvw
title: Vasoactivos en UCI

description: Revisión de la literatura sobre el uso de los vasoactivos en el paciente crítico para una conferencia en el I Congreso de Toxicología y Farmacología Clínica de la Universidad Cooperativa de Colombia, campus Villavicencio, 2025.
DOI: 10.17632/6fknshpfvw.1
title: Vasoactivos en UCI

description: Revisión de la literatura sobre el uso de los vasoactivos en el paciente crítico para una conferencia en el I Congreso de Toxicología y Farmacología Clínica de la Universidad Cooperativa de Colombia, campus Villavicencio, 2025.
DOI: 10.17632/jv4zbzt8hj
title: Leveraging Bayesian and Classical Techniques for Survival Analysis Using the Weibull-Rayleigh Distribution

description: This paper contributes to an extensive analysis of the Weibull-Rayleigh distribution (WRD), including Bayesian inference for randomly censored data. The WRD is a versatile model that fits various types of survival data, especially in situations including censoring, commonly found in
biostatistics and engineering reliability research. The research investigates the derivation of the WRD’s probability density and cumulative distribution functions, employing maximum likelihood estimation (MLE) and Bayesian estimating techniques to accurately infer parameters. Gamma priors are utilized in Bayesian analysis, and approximate Bayesian estimates are derived by Gibbs sampling and Lindley’s approximation methods. An actual dataset that represents leukemia-free survival times for patients
undergoing allogeneic bone marrow transplants is used to demonstrate the practical application of the WRD and to validate the proposed methods. The Kolmogorov-Smirnov test confirms the WRD’s superior fit compared to alternative models. This paper provides a robust framework for applying the WRD in survival analysis and highlights the efficacy of Bayesian inference in handling complex censored data structures.
DOI: 10.17632/jv4zbzt8hj.1
title: Leveraging Bayesian and Classical Techniques for Survival Analysis Using the Weibull-Rayleigh Distribution

description: This paper contributes to an extensive analysis of the Weibull-Rayleigh distribution (WRD), including Bayesian inference for randomly censored data. The WRD is a versatile model that fits various types of survival data, especially in situations including censoring, commonly found in
biostatistics and engineering reliability research. The research investigates the derivation of the WRD’s probability density and cumulative distribution functions, employing maximum likelihood estimation (MLE) and Bayesian estimating techniques to accurately infer parameters. Gamma priors are utilized in Bayesian analysis, and approximate Bayesian estimates are derived by Gibbs sampling and Lindley’s approximation methods. An actual dataset that represents leukemia-free survival times for patients
undergoing allogeneic bone marrow transplants is used to demonstrate the practical application of the WRD and to validate the proposed methods. The Kolmogorov-Smirnov test confirms the WRD’s superior fit compared to alternative models. This paper provides a robust framework for applying the WRD in survival analysis and highlights the efficacy of Bayesian inference in handling complex censored data structures.
DOI: 10.15468/dl.yb4cy5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichorium endivia",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016266-250827131500795/datasets/export for details.
DOI: 10.15468/dl.7mddx7
title: Occurrence Download

description: A dataset containing 46954 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herpetology Collection - Instituto Nacional de Pesquisas da Amazônia"
 ]
}

 The dataset includes 46954 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016268-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rkpz7
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Butomus umbellatus"
 ]
}

 The dataset includes 165 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016269-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/d4m9bk357t
title: Neuromuscular function in people with CKD

description: Descrição do cálculo amostral e banco de dados completos para análise no Jamovi
DOI: 10.17632/d4m9bk357t.1
title: Neuromuscular function in people with CKD

description: Descrição do cálculo amostral e banco de dados completos para análise no Jamovi
DOI: 10.17632/bk93c9bh3v
title: Re‑engineering Petrochemical Sustainability in the MENA Region: A PSRI Framework Aligning Decarbonization, Circularity and Digitalization with the UN SDGs

description: The petrochemical industry in the Middle East and North Africa (MENA) is a cornerstone of global energy-intensive production yet faces mounting challenges from climate policies, market pressures, and the UN Sustainable Development Goals (SDGs). This paper develops and applies the Petrochemical Sustainability Readiness Index (PSRI)—the first sector-specific, non-compensatory composite index that integrates Decarbonization, Circularity, and Digitalization. Methodological innovations include weighted geometric aggregation, floor–ceiling adjustments, coverage penalties to address incomplete disclosure, and validation through 100,000 Monte Carlo simulations with sensitivity analysis. Beyond index construction, the study advances three novel dimensions. First, a systematic barrier analysis of 205 studies reveals structural obstacles across economic, regulatory, technological, organizational, and human capital domains. Second, scenario modeling and abatement cost curves quantify decarbonization pathways, identifying both high-potential and cost-effective options for emission reductions. Third, application of the PSRI to 2024 disclosures from SABIC and Borouge demonstrates differentiated strengths: SABIC outperforms in Decarbonization (0.568 vs. 0.319), Borouge leads in Digitalization (0.547 vs. 0.443), and both underperform in Circularity (0.215 and 0.096). The PSRI framework thus combines diagnosis, prescription, and benchmarking. It provides policymakers and industry leaders with a rigorous and practical tool to track readiness, overcome transition barriers, and design cost-effective pathways for petrochemicals in a decarbonizing world.
DOI: 10.17632/bk93c9bh3v.1
title: Re‑engineering Petrochemical Sustainability in the MENA Region: A PSRI Framework Aligning Decarbonization, Circularity and Digitalization with the UN SDGs

description: The petrochemical industry in the Middle East and North Africa (MENA) is a cornerstone of global energy-intensive production yet faces mounting challenges from climate policies, market pressures, and the UN Sustainable Development Goals (SDGs). This paper develops and applies the Petrochemical Sustainability Readiness Index (PSRI)—the first sector-specific, non-compensatory composite index that integrates Decarbonization, Circularity, and Digitalization. Methodological innovations include weighted geometric aggregation, floor–ceiling adjustments, coverage penalties to address incomplete disclosure, and validation through 100,000 Monte Carlo simulations with sensitivity analysis. Beyond index construction, the study advances three novel dimensions. First, a systematic barrier analysis of 205 studies reveals structural obstacles across economic, regulatory, technological, organizational, and human capital domains. Second, scenario modeling and abatement cost curves quantify decarbonization pathways, identifying both high-potential and cost-effective options for emission reductions. Third, application of the PSRI to 2024 disclosures from SABIC and Borouge demonstrates differentiated strengths: SABIC outperforms in Decarbonization (0.568 vs. 0.319), Borouge leads in Digitalization (0.547 vs. 0.443), and both underperform in Circularity (0.215 and 0.096). The PSRI framework thus combines diagnosis, prescription, and benchmarking. It provides policymakers and industry leaders with a rigorous and practical tool to track readiness, overcome transition barriers, and design cost-effective pathways for petrochemicals in a decarbonizing world.
DOI: 10.17632/673swz9tb4
title: Structured Clinical and Hematological Dataset for Early Dengue Diagnosis in Bangladesh

description: Dataset overview:
The dataset consists of 1,018 clinical and routine hematological records of patients with suspected dengue fever, collected from Life Aid General Hospital and Diagnostic LTD, Munshiganj, Dhaka, Bangladesh. The data was gathered during confirmed dengue outbreak periods and includes both dengue-positive (697 cases) and non-dengue (321 cases) patients. All personally identifiable information (PII) was removed to ensure privacy and ethical compliance.

The dataset is structured into 13 clinical and laboratory features:
Demographic : Gender, Age
Hematological : Platelet Count, White Blood Cell (WBC) Count
Clinical Symptoms : Fever, Duration of Fever, Headache, Muscle Pain, Vomiting, Rash
Metadata : Location, Patient ID (anonymized)
Outcome : Dengue Positive / Negative diagnosis

Purpose:
This dataset is intended to support the development of machine learning and statistical models for the early diagnosis of dengue fever using only basic clinical symptoms and routine blood parameters. By providing a reliable source of structured clinical data, it enables researchers to build automated decision-support systems that can offer low-cost and rapid screening in resource-limited healthcare settings, while also serving as a foundation for further studies in public health, epidemiology, and clinical data analysis.
DOI: 10.17632/673swz9tb4.1
title: Structured Clinical and Hematological Dataset for Early Dengue Diagnosis in Bangladesh

description: Dataset overview:
The dataset consists of 1,018 clinical and routine hematological records of patients with suspected dengue fever, collected from Life Aid General Hospital and Diagnostic LTD, Munshiganj, Dhaka, Bangladesh. The data was gathered during confirmed dengue outbreak periods and includes both dengue-positive (697 cases) and non-dengue (321 cases) patients. All personally identifiable information (PII) was removed to ensure privacy and ethical compliance.

The dataset is structured into 13 clinical and laboratory features:
Demographic : Gender, Age
Hematological : Platelet Count, White Blood Cell (WBC) Count
Clinical Symptoms : Fever, Duration of Fever, Headache, Muscle Pain, Vomiting, Rash
Metadata : Location, Patient ID (anonymized)
Outcome : Dengue Positive / Negative diagnosis

Purpose:
This dataset is intended to support the development of machine learning and statistical models for the early diagnosis of dengue fever using only basic clinical symptoms and routine blood parameters. By providing a reliable source of structured clinical data, it enables researchers to build automated decision-support systems that can offer low-cost and rapid screening in resource-limited healthcare settings, while also serving as a foundation for further studies in public health, epidemiology, and clinical data analysis.
DOI: 10.17632/dmv6d4btj7
title: MY-BP project

description: The impact of nutritional guidance at community pharmacies on salt taste sensitivity was compared in a pre–post study design.
DOI: 10.17632/dmv6d4btj7.1
title: MY-BP project

description: The impact of nutritional guidance at community pharmacies on salt taste sensitivity was compared in a pre–post study design.
DOI: 10.17632/htxyb7ww9z
title: Sound_Speed_Contributions_of_Solutes_in_Water

description: In this work, we present systematic experimental data on the contribution of various electrolytes to sound speed in water, covering a temperature range from 1°C to 30°C and concentrations up to 0.05 mol l-1., which covers fully the freshwater range and goes slightly beyond it.
DOI: 10.17632/htxyb7ww9z.1
title: Sound_Speed_Contributions_of_Solutes_in_Water

description: In this work, we present systematic experimental data on the contribution of various electrolytes to sound speed in water, covering a temperature range from 1°C to 30°C and concentrations up to 0.05 mol l-1., which covers fully the freshwater range and goes slightly beyond it.
DOI: 10.17632/xpwgmdn2g7
title: Bursa air and Era5 dataset

description: Contains the datasets used for training and evaluating Gradient Bossting and MLP the models.
DOI: 10.17632/xpwgmdn2g7.1
title: Bursa air and Era5 dataset

description: Contains the datasets used for training and evaluating Gradient Bossting and MLP the models.
DOI: 10.15468/dl.ymqxy5
title: Occurrence Download

description: A dataset containing 38420 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum bienne"
 ]
}

 The dataset includes 38420 records from 1076 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016265-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kh3ufj
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.21_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Laelia anceps"
 ]
}

 The dataset's 2 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016243-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/36cvnhzw8c
title: GPR

description: this is GPR data of climbing dune
DOI: 10.17632/36cvnhzw8c.1
title: GPR

description: this is GPR data of climbing dune