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

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium ficifolium",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 388 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028178-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35bfav
title: Occurrence Download

description: A dataset containing 972 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aegotheles insignis"
 ]
}

 The dataset includes 972 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028180-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cajc5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sylvia borin",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028181-250920141307145/datasets/export for details.
DOI: 10.17632/2s3zjwwkxf
title: Source-wise power generation dataset of Bangladesh

description: The dataset Bangladesh.xlsx compiles source-wise energy generation and consumption statistics for Bangladesh, drawn from official records of the International Energy Agency (IEA) and the World Bank. It covers a multi-decadal period and includes key indicators on natural gas, coal, oil, hydro, renewables, and low-carbon energy, offering a structured view of the country’s evolving power mix. Developed to support empirical analysis, forecasting, and policy evaluation, this dataset provides a reliable resource for researchers and practitioners seeking to examine long-term energy trends, sustainability planning, and the transition of Bangladesh’s energy sector.
DOI: 10.17632/2s3zjwwkxf.1
title: Source-wise power generation dataset of Bangladesh

description: The dataset Bangladesh.xlsx compiles source-wise energy generation and consumption statistics for Bangladesh, drawn from official records of the International Energy Agency (IEA) and the World Bank. It covers a multi-decadal period and includes key indicators on natural gas, coal, oil, hydro, renewables, and low-carbon energy, offering a structured view of the country’s evolving power mix. Developed to support empirical analysis, forecasting, and policy evaluation, this dataset provides a reliable resource for researchers and practitioners seeking to examine long-term energy trends, sustainability planning, and the transition of Bangladesh’s energy sector.
DOI: 10.17632/kv78gfs9ny
title: ICO COVID-19: Public Loan Guarantees in Spain (2020–2021)

description: This dataset combines all Spanish micro, small and medium firms that received ICO (Instituto de Crédito Oficial) guaranteed loans in 2020–2021 with a matched sample of non-treated peers drawn from the same NUTS-3 region and NACE Rev. 2 four-digit industry. Each firm-year record includes, treatment amount and first-treatment year, plus operational and financial metrics—employees , turnover, total assets, and interest-coverage ratio (ICR)— from 2017 to 2022. Structured as an unbalanced panel, it lets you compare how employment and turnover evolve for ICO COVID-19 supported firms versus matched controls.
DOI: 10.17632/kv78gfs9ny.2
title: ICO COVID-19: Public Loan Guarantees in Spain (2020–2021)

description: This dataset combines all Spanish micro, small and medium firms that received ICO (Instituto de Crédito Oficial) guaranteed loans in 2020–2021 with a matched sample of non-treated peers drawn from the same NUTS-3 region and NACE Rev. 2 four-digit industry. Each firm-year record includes, treatment amount and first-treatment year, plus operational and financial metrics—employees , turnover, total assets, and interest-coverage ratio (ICR)— from 2017 to 2022. Structured as an unbalanced panel, it lets you compare how employment and turnover evolve for ICO COVID-19 supported firms versus matched controls.
DOI: 10.17632/jfj89wjmr5
title: LBE: incremental innovation VS radical innovation
DOI: 10.17632/jfj89wjmr5.1
title: LBE: incremental innovation VS radical innovation
DOI: 10.17632/9fwb4dt284
title: Biomimetic Tubercles for offshore Horizontal Axis Wind Turbine Blades

description: RAW EXPERIMENTAL DATA and COMPUTED DATA FOR 5 REPEATED EXPERIMENTS
DOI: 10.17632/9fwb4dt284.1
title: Biomimetic Tubercles for offshore Horizontal Axis Wind Turbine Blades

description: RAW EXPERIMENTAL DATA and COMPUTED DATA FOR 5 REPEATED EXPERIMENTS
DOI: 10.15468/dl.sbpxa3
title: Occurrence Download

description: A dataset containing 35421 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Aquilegia canadensis)"
 ]
}

 The dataset includes 35421 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028182-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrqw9k
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028183-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uy4qa6
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenitis eatonii",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 557 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028184-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y25bu
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028185-250920141307145/datasets/export for details.
DOI: 10.15468/dl.dq6gs5
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium ficifolium",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028186-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jf97n8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sylvia atricapilla",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028187-250920141307145/datasets/export for details.
DOI: 10.17632/gd433jwgrz
title: Design and construction of a robotic bust for Human-Robot interaction

description: This data show the performance of a robotic bust for Human-Robot interaction, it will illustrate a Non-verbal interaction as well as a Verbal interaction
DOI: 10.17632/gd433jwgrz.1
title: Design and construction of a robotic bust for Human-Robot interaction

description: This data show the performance of a robotic bust for Human-Robot interaction, it will illustrate a Non-verbal interaction as well as a Verbal interaction
DOI: 10.17632/c733bjz4m3.1
title: Image Dataset of Local Indonesian Soybean Seed Varieties (Anjasmoro, Grobogan, and DEGA-1)

description: This dataset contains high-resolution scanned images of local Indonesian soybean seed varieties, namely Anjasmoro, Grobogan, and DEGA-1. The images were captured using a flatbed scanner under standardized conditions to ensure consistency in lighting, resolution, and background. Each seed was placed flat on the scanner glass to minimize distortion and maximize the visibility of morphological characteristics.

The dataset includes both raw seed images and segmented seed images. The segmentation process was applied to isolate individual seeds from the background, allowing for more precise analysis of shape, size, color, and texture. These features are crucial indicators in assessing seed quality and potential productivity, and thus the dataset can serve as a valuable resource for research in seed science, plant breeding, and agricultural technology.

Potential applications of this dataset include seed classification, variety identification, quality assessment, machine learning model training for automated seed recognition, and digital phenotyping studies. Researchers and practitioners in plant breeding and agricultural informatics may particularly benefit from this open dataset as it provides a benchmark for developing seed analysis methodologies.
DOI: 10.17632/bchz7b95cd
title: Chronic cysteine, glutamine and glutamic acid supplementation reduces anxiety and depressive-related behaviors in Wistar rats subjected to chronic unpredictable mild stress

description: This study aimed to evaluate the antidepressant and anxiolytic effects of a nutritional supplement containing glycine, cysteine, and glutamic acid, the precursor amino acids of GSH in rats exposed to a CMS procedure. 32 eight-week-old male Wistar rats were randomly assigned to a control group (CON) and three groups exposed to six weeks of CMS (n = 8 per group), treated with daily i.o. administration of 1) fluoxetine (1 mg/kg), 2) the nutritional supplement (8.3 mg/kg), and 3) water as a vehicle. The sucrose preference test was performed once a week to detect anhedonia (a core symptom of depression); the elevated plus maze (EPM) and locomotor activity tests were performed to detect anxiety-related behaviors. 
Animals in the CMS groups showed a decrease in weight compared to the CON group. Chronic administration of fluoxetine and the supplement in CMS rats increased sucrose preference and number of entries into open arms, and reduced anxiety index to levels similar to those of the CON group, compared with vehicle-treated CMS rats.
DOI: 10.17632/bchz7b95cd.3
title: Chronic cysteine, glutamine and glutamic acid supplementation reduces anxiety and depressive-related behaviors in Wistar rats subjected to chronic unpredictable mild stress

description: This study aimed to evaluate the antidepressant and anxiolytic effects of a nutritional supplement containing glycine, cysteine, and glutamic acid, the precursor amino acids of GSH in rats exposed to a CMS procedure. 32 eight-week-old male Wistar rats were randomly assigned to a control group (CON) and three groups exposed to six weeks of CMS (n = 8 per group), treated with daily i.o. administration of 1) fluoxetine (1 mg/kg), 2) the nutritional supplement (8.3 mg/kg), and 3) water as a vehicle. The sucrose preference test was performed once a week to detect anhedonia (a core symptom of depression); the elevated plus maze (EPM) and locomotor activity tests were performed to detect anxiety-related behaviors. 
Animals in the CMS groups showed a decrease in weight compared to the CON group. Chronic administration of fluoxetine and the supplement in CMS rats increased sucrose preference and number of entries into open arms, and reduced anxiety index to levels similar to those of the CON group, compared with vehicle-treated CMS rats.
DOI: 10.17632/37psm8wdpj
title: Paris housing market data

description: Quarterly and monthly data of average residential property prices per square meter in Paris from 2014 to 2024.
DOI: 10.17632/37psm8wdpj.2
title: Paris housing market data

description: Quarterly and monthly data of average residential property prices per square meter in Paris from 2014 to 2024.
DOI: 10.15468/dl.gdnyvc
title: Occurrence Download

description: A dataset containing 2365 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Aquilegia chrysantha)"
 ]
}

 The dataset includes 2365 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028188-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcxd4p
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-482.90339 49.31128,-482.87625 49.31128,-482.87625 49.32966,-482.90339 49.32966,-482.90339 49.31128))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia",
 "Year 2020-2025"
 ]
}

 The dataset includes 235 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028190-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a6g7e
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium ficifolium",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 385 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028191-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/v4f4mxpy32
title: White Cabbage Leaf Damage Dataset

description: This dataset was collected to support research on the detection of pest-induced damages on white cabbage (Brassica oleracea var. capitata). A total of 3961 images were captured from white cabbage fields in Bilecik/Pazaryeri (40.0018 latitude, 29.9311 longitude) in Türkiye. Images were manually annotated by LabelImg programme to indicate damage regions caused by pests and diseases, resulting in 86270 (cabbage:28552, head:29275, damaged:28443) bounding box annotations.

The dataset can be used for training and evaluation of deep learning models for object detection and classification tasks, specifically for agricultural applications such as plant disease diagnosis and precision agriculture.

Files include:
-Raw images (JPEG format)
-Annotated labels (YOLO format, TXT files)

Keywords : 
White cabbage, Leaf damage, Plant disease detection, Deep learning, YOLO, Precision agriculture, Computer vision, Object detection
DOI: 10.15468/dl.8a4bzj
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium ficifolium",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 120 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028193-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/v4f4mxpy32.1
title: White Cabbage Leaf Damage Dataset

description: This dataset was collected to support research on the detection of pest-induced damages on white cabbage (Brassica oleracea var. capitata). A total of 3961 images were captured from white cabbage fields in Bilecik/Pazaryeri (40.0018 latitude, 29.9311 longitude) in Türkiye. Images were manually annotated by LabelImg programme to indicate damage regions caused by pests and diseases, resulting in 86270 (cabbage:28552, head:29275, damaged:28443) bounding box annotations.

The dataset can be used for training and evaluation of deep learning models for object detection and classification tasks, specifically for agricultural applications such as plant disease diagnosis and precision agriculture.

Files include:
-Raw images (JPEG format)
-Annotated labels (YOLO format, TXT files)

Keywords : 
White cabbage, Leaf damage, Plant disease detection, Deep learning, YOLO, Precision agriculture, Computer vision, Object detection
DOI: 10.15468/dl.3dkunv
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium ficifolium",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028194-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jbykv9x233
title: Causas de Mortes por Fator de Risco nos Países do G7

description: Os dados representam o número anual estimado de mortes atribuídas a cada fator de risco, um fator de risco é uma condição ou comportamento que aumenta a probabilidade de desenvolver uma determinada doença ou lesão, ou um resultado como a morte.

Estes dados foram elaborados com auxílio do Our World in Data, classificando o período entre 1990 à 2019, contendo 28 variáveis relacionadas a mortes devido aos fatores de risco, com foco nos países que constituem o G7
DOI: 10.15468/dl.uyg88d
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenitis subglandulosa",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 554 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028192-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jbykv9x233.1
title: Causas de Mortes por Fator de Risco nos Países do G7

description: Os dados representam o número anual estimado de mortes atribuídas a cada fator de risco, um fator de risco é uma condição ou comportamento que aumenta a probabilidade de desenvolver uma determinada doença ou lesão, ou um resultado como a morte.

Estes dados foram elaborados com auxílio do Our World in Data, classificando o período entre 1990 à 2019, contendo 28 variáveis relacionadas a mortes devido aos fatores de risco, com foco nos países que constituem o G7
DOI: 10.15468/dl.z4sjun
title: Occurrence Download

description: A dataset containing 674676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypericum perforatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 674676 records from 3070 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028134-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywshet
title: Occurrence Download

description: A dataset containing 6274 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Sclerurus mexicanus P.L.Sclater, 1857"
 ]
}

 The dataset includes 6274 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033459-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7erk3j
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hyperolius papyri (Werner, 1908)"
 ]
}

 The dataset includes 99 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045176-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ft2izc
title: Occurrence Download

description: A dataset containing 521735 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Benin"
 ]
}

 The dataset includes 521735 records from 318 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011791-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b755vc
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echiochilon arenarium (Vatke) I.M.Johnst."
 ]
}

 The dataset includes 24 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033468-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxpxtw
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Nanorana maculosa (Liu, Hu & Yang, 1960)"
 ]
}

 The dataset includes 78 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045153-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0ygdm0
title: Occurrence Download

description: A dataset containing 722443 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Morocco"
 ]
}

 The dataset includes 722443 records from 823 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011787-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.