cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.r46wtu
title: Occurrence Download

description: A dataset containing 935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Didelphis marsupialis",
 "Year 2015-2026"
 ]
}

 The dataset includes 935 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013277-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18264412
title: ELEKTRON GADJETLARNING INSON ORGANIZMIGA TA`SIRI
DOI: 10.5281/zenodo.18264413
title: ELEKTRON GADJETLARNING INSON ORGANIZMIGA TA`SIRI
DOI: 10.5281/zenodo.15266238
title: WAIN dataset: a large dataset of Watershed Attributes over the Indian Subcontinent

description: We developed one of the most comprehensive datasets of watershed attributes over the Indian Subcontinent (WAIN-dataset).  The WAIN dataset includes seven essential watershed characteristics, such as topography, geology and groundwater, soil, Land Use and Land Cover (LULC), climate, streamflow, and human-induced activities. These seven watershed characteristics were developed using various reanalysis, observed, and remote-sensing datasets for 4327 watersheds in the Indian Subcontinent. We estimated more than 50 watershed attributes (static and dynamic) representing the watershed characteristics of each delineated watershed. The WAIN data provides comprehensive information for all 18 major river basins of the Indian Subcontinent for scientific studies and various other applications. Using the WAIN datasets, a large number of studies can be conducted across the Indian subcontinent to address the various unsolved hydrometeorological challenges. Moreover, the WAIN dataset can be used to understand various hydroclimatic processes using artificial intelligence, machine learning, and hydrological modeling where a large amount of dataset is a prerequisite.  Overall, our high-quality dataset is valuable in a number of hydrological and environmental studies and assessments
DOI: 10.15468/dl.5s9t7y
title: Occurrence Download

description: A dataset containing 8576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8576 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013279-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syp5hr
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hypericum japonicum",
 "Year 1970-2000"
 ]
}

 The dataset includes 278 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013278-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9h7rvn
title: Occurrence Download

description: A dataset containing 1015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Thailand, Myanmar, Malaysia, Singapore)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhyticeros subruficollis"
 ]
}

 The dataset includes 1015 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013280-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15835077
title: WAIN dataset: a large dataset of Watershed Attributes over the Indian Subcontinent

description: We developed one of the most comprehensive datasets of watershed attributes over the Indian Subcontinent (WAIN-dataset).  The WAIN dataset includes seven essential watershed characteristics, such as topography, geology and groundwater, soil, Land Use and Land Cover (LULC), climate, streamflow, and human-induced activities. These seven watershed characteristics were developed using various reanalysis, observed, and remote-sensing datasets for 4327 watersheds in the Indian Subcontinent. We estimated more than 50 watershed attributes (static and dynamic) representing the watershed characteristics of each delineated watershed. The WAIN data provides comprehensive information for all 18 major river basins of the Indian Subcontinent for scientific studies and various other applications. Using the WAIN datasets, a large number of studies can be conducted across the Indian subcontinent to address the various unsolved hydrometeorological challenges. Moreover, the WAIN dataset can be used to understand various hydroclimatic processes using artificial intelligence, machine learning, and hydrological modeling, where a large amount of dataset is a prerequisite. Overall, our high-quality dataset is valuable in a number of hydrological and environmental studies and assessments
DOI: 10.5281/zenodo.14566754
title: WAIN dataset: a large dataset of Watershed Attributes over the Indian Subcontinent

description: We developed one of the most comprehensive datasets of watershed attributes over the Indian Subcontinent (WAIN-dataset).  The WAIN dataset includes seven essential watershed characteristics, such as topography, geology and groundwater, soil, Land Use and Land Cover (LULC), climate, streamflow, and human-induced activities. These seven watershed characteristics were developed using various reanalysis, observed, and remote-sensing datasets for 4327 watersheds in the Indian Subcontinent. We estimated more than 50 watershed attributes (static and dynamic) representing the watershed characteristics of each delineated watershed. The WAIN data provides comprehensive information for all 18 major river basins of the Indian Subcontinent for scientific studies and various other applications. Using the WAIN datasets, a large number of studies can be conducted across the Indian subcontinent to address the various unsolved hydrometeorological challenges. Moreover, the WAIN dataset can be used to understand various hydroclimatic processes using artificial intelligence, machine learning, and hydrological modeling, where a large amount of dataset is a prerequisite. Overall, our high-quality dataset is valuable in a number of hydrological and environmental studies and assessments
DOI: 10.15468/dl.7g9n2f
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homo sapiens",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 309 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013281-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsckw2
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homo sapiens",
 "Country is Panama",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013282-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4cdcv
title: Occurrence Download

description: A dataset containing 227011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-12-21",
 "EventDate is less than or equal to 2026-01-20",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 227011 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013270-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cquswf
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hordeum murinum",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 304 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013284-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4myuc
title: Occurrence Download

description: A dataset containing 77329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardea goliath",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 77329 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013259-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94k3qt
title: Occurrence Download

description: A dataset containing 23315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hordeum murinum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23315 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013283-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/mvetgw
title: Characterization of the practices and utilization of fish feed ingredients among fish farmers in Kenya

description: The sustainable growth of aquaculture in sub-Saharan Africa depends critically on the availability of affordable, nutritious fish feeds and the adoption of appropriate feeding practices. In support of this objective, WorldFish is implementing a five-year initiative titled Development and Scaling of Sustainable Feeds for Resilient Aquatic Food Systems in Sub-Saharan Africa (FASA), funded by the Norwegian Agency for Development Cooperation (Norad). The project aims to develop and scale locally appropriate feed solutions to enhance productivity, resilience, and livelihoods among smallholder aquaculture producers.

This dataset presents baseline survey data collected from 846 smallholder fish farmers in Kenya to inform the design, implementation, and evaluation of FASA interventions. The survey covers both grow-out and hatchery operations across nine counties, including six counties in the Lake Victoria region (Kakamega, Busia, Kisumu, Siaya, Migori, and Homa Bay) and three coastal counties (Kwale, Kilifi, and Mombasa). Data were collected using a structured questionnaire administered through face-to-face interviews.

The dataset contains detailed information on farmers’ socio-economic characteristics, aquaculture production systems, feeding and feed management practices, access to and use of locally available feed ingredients, feed sourcing and costs, knowledge and awareness of alternative feed options, and constraints to adoption. Additional variables capture institutional access, extension services, and market-related factors influencing feed use decisions.

This dataset provides a robust empirical foundation for analyzing determinants of feed access and utilization, identifying barriers to the uptake of locally available feed ingredients, and establishing benchmark indicators for monitoring change over the life of the FASA project. Beyond project monitoring and evaluation, the dataset is relevant for researchers, policymakers, and development practitioners interested in aquaculture feed systems, smallholder productivity, and sustainable aquatic food system transformation in sub-Saharan Africa.
description: Type: Dataset; Sub-type(s): Survey Data
DOI: 10.71726/iyeq33lb
title: Canning Estuary and Lower Canning River Water Quality Monitoring 2024-25

description: The Department of Biodiversity, Conservation and Attractions (DBCA) conducts routine monitoring of water quality in the Swan Canning Estuary. Data collected through the monitoring program is used to inform management of the river system by DBCA.

Data produced through the monitoring program provides essential information to assess system response to management actions and to report against estuary water quality targets, and phytoplankton trigger levels. Data produced have also been utilised in numerous investigations conducted by both government agencies and tertiary institutions, including modelling, that contribute to our understanding of estuary condition and response and that evaluate potential impacts on the system into the future.

Data collected is stored in the Water Information Network (WIN) database maintained by the Department of Water and Environmental Regulation (DWER) and is made publicly available via the Water Information Reporting (WIR) portal.
DOI: 10.5281/zenodo.18264440
title: Dataset.paper
DOI: 10.5281/zenodo.18264441
title: Dataset.paper
DOI: 10.15468/dl.czgjse
title: Occurrence Download

description: A dataset containing 24297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypochaeris glabra",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24297 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013286-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y3rcg
title: Occurrence Download

description: A dataset containing 718 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Douglas fir (Pseudotsuga menziesii [Mirb.] Franco) trees from old-growth Italian plantations (IBBR-DOUGLAS-FIR)"
 ]
}

 The dataset includes 718 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013288-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7ttjr
title: Occurrence Download

description: A dataset containing 4154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea cairica",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4154 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013289-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3q536
title: Occurrence Download

description: A dataset containing 101042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonaceae",
 "Country is China"
 ]
}

 The dataset includes 101042 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013268-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xg668
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phodaga marmorata"
 ]
}

 The dataset includes 261 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013291-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acv4vf
title: Occurrence Download

description: A dataset containing 12498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha gossypiifolia",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12498 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013292-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6yy8g
title: Occurrence Download

description: A dataset containing 5630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus acutus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5630 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013293-260108223611665/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.30876641
title: <b>High-quality Genome Assembly and Annotation of Inactivated Animal Vaccine Bacteria Strains in South Korea</b>

description: Data file of '<b>High-quality Genome Assembly and Annotation of Inactivated Animal Vaccine Bacteria Strains in South Korea</b>'
DOI: 10.6084/m9.figshare.30876641.v2
title: <b>High-quality Genome Assembly and Annotation of Inactivated Animal Vaccine Bacteria Strains in South Korea</b>

description: Data file of '<b>High-quality Genome Assembly and Annotation of Inactivated Animal Vaccine Bacteria Strains in South Korea</b>'
DOI: 10.6084/m9.figshare.30876641.v3
title: <b>High-quality Genome Assembly and Annotation of Inactivated Animal Vaccine Bacteria Strains in South Korea</b>

description: Data file of '<b>High-quality Genome Assembly and Annotation of Inactivated Animal Vaccine Bacteria Strains in South Korea</b>'
DOI: 10.15468/dl.mb5n6e
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((119.45035 32.5756,120.96869 32.5756,120.96869 34.46778,119.45035 34.46778,119.45035 32.5756))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anseriformes",
 "Year 2015-2015"
 ]
}

 The dataset includes 208 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013294-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqfcw5
title: Occurrence Download

description: A dataset containing 10939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepus capensis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10939 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013295-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14513464
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.yccwuc
title: Occurrence Download

description: A dataset containing 1131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepus europaeus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1131 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013296-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhvgr9
title: Occurrence Download

description: A dataset containing 1118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((119.45035 32.5756,120.96869 32.5756,120.96869 34.46778,119.45035 34.46778,119.45035 32.5756))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriiformes",
 "Year 2015-2015"
 ]
}

 The dataset includes 1118 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013298-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16900473
title: Reduced scale outdoor measurement data from the article "Numerical simulation of vertical profiles of meteorological variables in urban neighborhoods: coupling an urban vertical diffusion model with a single-layer urban canopy model (UVDM-SLUCM)"

description: This dataset is the Scaled Outdoor Measurement of Urban Climate and Health (SOMUCH) data used in the paper "Numerical simulation of vertical profiles of meteorological variables in urban neighborhoods: coupling an urban vertical diffusion model with a single-layer urban canopy model (UVDM-SLUCM)", including the air temperature, roof temperature, ground temperature, and walls temperature. 'Jul' refers to data collected during 9 - 15 July, 2020, 'Dec' refers to data collected during 28 November - 4 December, 2020.
DOI: 10.5281/zenodo.16900474
title: Reduced scale outdoor measurement data from the article "Numerical simulation of vertical profiles of meteorological variables in urban neighborhoods: coupling an urban vertical diffusion model with a single-layer urban canopy model (UVDM-SLUCM)"

description: This dataset is the Scaled Outdoor Measurement of Urban Climate and Health (SOMUCH) data used in the paper "Numerical simulation of vertical profiles of meteorological variables in urban neighborhoods: coupling an urban vertical diffusion model with a single-layer urban canopy model (UVDM-SLUCM)", including the air temperature, roof temperature, ground temperature, and walls temperature. 'Jul' refers to data collected during 9 - 15 July, 2020, 'Dec' refers to data collected during 28 November - 4 December, 2020.
DOI: 10.34740/kaggle/dsv/14513487
title: Layline Shareholder activism dataset
DOI: 10.15468/dl.2hpjmd
title: Occurrence Download

description: A dataset containing 2573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Anhima cornuta",
 "Year 2017-2026"
 ]
}

 The dataset includes 2573 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013299-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur4cjp
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orussus abietinus"
 ]
}

 The dataset includes 525 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013300-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cewp7k
title: Occurrence Download

description: A dataset containing 176896 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis corniculata"
 ]
}

 The dataset includes 176896 records from 1671 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013261-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.