cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sn8s5e
title: Occurrence Download

description: A dataset containing 1075789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1075789 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048827-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wqnrx
title: Occurrence Download

description: A dataset containing 41254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 41254 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048839-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.399e67
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "PublishingCountry is Venezuela (Bolivarian Republic of)",
 "Repatriated is false",
 "TaxonKey is Thaliacea",
 "Year 1950-2024"
 ]
}

 The dataset includes 118 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048840-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7j8q3y
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "PublishingCountry is Venezuela (Bolivarian Republic of)",
 "Repatriated is false",
 "TaxonKey is Elasmobranchii",
 "Year 1950-2024"
 ]
}

 The dataset includes 64 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048841-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywqs6y
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "PublishingCountry is Venezuela (Bolivarian Republic of)",
 "Repatriated is false",
 "TaxonKey is Leptocardii",
 "Year 1950-2024"
 ]
}

 The dataset includes 45 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048842-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14553540
title: Non-stationary NG-IDF Dataset from ICAR-DHSVM for Yakima River Basin (WA): CanESM5

description: This dataset contains the NG-IDF (Next-Generation Intensity-Duration-Frequency) data generated using ICAR-DHSVM simulations for all grid cells over the Yakima River Basin in Washington State (file: CanESM5_gridcell.zip). It also includes aggregated data for the Yakima Training Center (YTC) area (file: CanESM5_YTC.zip).

The ICAR model was used to downscale data from five CMIP6 GCMs for historical periods and three future scenarios (SSP2-4.5, SSP3-7.0, and SSP5-8.5). Due to data limitations, the datasets for the five GCMs are hosted under different DOIs. This site specifically provides data for the CanESM5 GCM. The datasets for other GCMs can be accessed at the following locations:



CMCC-CM2-SR5: 10.5281/zenodo.14553836

MIROC-ES2L: 10.5281/zenodo.14553866

MPI-ESM1-2-LR: 10.5281/zenodo.14556337

NorESM2-MM: 10.5281/zenodo.14556351


Each GCM dataset includes historical data and projections for the three future scenarios. For each scenario, data are provided for nine land-use/land-cover (LULC) types consistent with the NLCD classification: Crop, Deciduous Forest, Evergreen Forest, Grass, Mixed Forest, Open, Pasture, Shrub, and Wetland.

Within each folder, the following are included:



3-hour time series data

Annual maximum W data

NG-IDF curves
DOI: 10.5281/zenodo.14553541
title: Non-stationary NG-IDF Dataset from ICAR-DHSVM for Yakima River Basin (WA): CanESM5

description: This dataset contains the NG-IDF (Next-Generation Intensity-Duration-Frequency) data generated using ICAR-DHSVM simulations for all grid cells over the Yakima River Basin in Washington State (file: CanESM5_gridcell.zip). It also includes aggregated data for the Yakima Training Center (YTC) area (file: CanESM5_YTC.zip).

The ICAR model was used to downscale data from five CMIP6 GCMs for historical periods and three future scenarios (SSP2-4.5, SSP3-7.0, and SSP5-8.5). Due to data limitations, the datasets for the five GCMs are hosted under different DOIs. This site specifically provides data for the CanESM5 GCM. The datasets for other GCMs can be accessed at the following locations:



CMCC-CM2-SR5: 10.5281/zenodo.14553836

MIROC-ES2L: 10.5281/zenodo.14553866

MPI-ESM1-2-LR: 10.5281/zenodo.14556337

NorESM2-MM: 10.5281/zenodo.14556351


Each GCM dataset includes historical data and projections for the three future scenarios. For each scenario, data are provided for nine land-use/land-cover (LULC) types consistent with the NLCD classification: Crop, Deciduous Forest, Evergreen Forest, Grass, Mixed Forest, Open, Pasture, Shrub, and Wetland.

Within each folder, the following are included:



3-hour time series data

Annual maximum W data

NG-IDF curves
DOI: 10.15468/dl.ncq2d8
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 {
 "and" : [
 "Elevation is less than or equal to 600m"
 ]
 },
 {
 "and" : [
 "Year is greater than or equal to 2014"
 ]
 },
 "GadmGid is one of (COL.21.5_2)",
 "TaxonKey is one of (Mammalia)"
 ]
 }
 ]
}

 The dataset includes 86 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048843-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kvpch
title: Occurrence Download

description: A dataset containing 1074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puma concolor (Linnaeus, 1771)",
 "Year 2024-2024"
 ]
}

 The dataset includes 1074 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048845-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejqqt5
title: Occurrence Download

description: A dataset containing 3317241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "PublishingCountry is Venezuela (Bolivarian Republic of)",
 "Repatriated is false",
 "TaxonKey is Aves",
 "Year 1950-2024"
 ]
}

 The dataset includes 3317241 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048844-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9d3c9v
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Estonia",
 "OccurrenceStatus is Present",
 "TaxonKey is Buddleja davidii Franch."
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048846-241126133413365/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.24903198.v1
title: trytr

description: dataset and codes of project
DOI: 10.6084/m9.figshare.24903198
title: trytr

description: dataset and codes of project
DOI: 10.15468/dl.53sypd
title: Occurrence Download

description: A dataset containing 33374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 1950-2024"
 ]
}

 The dataset includes 33374 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048847-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/4n5g-1d03
title: NIIM Kyolic aerobic fitness study

description: The analysis of human urine samples supplied by the National Institute of Integrative Medicine (NIIMS) for targeted proteomics/polypeptide analysis using a high-resolution LC-MS. The approached described herein is modified from the method by Zimmerli et al. (2008).
DOI: 10.17632/9n52g5yp6n.1
title: Bioprocess Eco-design Metrics: Predicting Manufacturing Carbon Footprint During Development

description: This study addresses the urgent need to mitigate the climate crisis through actionable strategies in the biopharmaceuticals sector. Given the significant environmental impact associated with biologics manufacturing, particularly concerning carbon emissions, this paper explores the effectiveness of bioprocess eco-design metrics, especially process mass intensity (PMI), in predicting and reducing the carbon footprint during early process development. We utilized the BioSolve Process software application, a widely used tool for techno-economic assessment, and existing industry benchmarks to critically assess PMI's capacity to inform eco-friendly design choices in manufacturing monoclonal antibody bulk drug substance (BDS). This assessment includes a discussion of PMI's limitations, such as its lack of consideration for energy usage – a significant oversight given the energy-intensive nature of cleanroom operations. Considering these insights, the paper proposes alternative metrics, aligning with a streamlined cradle-to-gate Life Cycle Assessment (LCA) methodology, to better capture the environmental impacts of biologics production. The aim is to provide a more comprehensive framework for the biopharmaceutical industry to achieve significant reductions in carbon emissions, aligning with global sustainability goals and corporate expectations for net-zero transitions.
DOI: 10.15468/dl.faffmn
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Georgia",
 "OccurrenceStatus is Present",
 "TaxonKey is Buddleja davidii Franch."
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048848-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5pr75
title: Occurrence Download

description: A dataset containing 28150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Venezuela (Bolivarian Republic of)",
 "Geometry POLYGON((-73.38 0.64,-58.14 0.64,-58.14 15.69,-73.38 15.69,-73.38 0.64))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 1950-2024"
 ]
}

 The dataset includes 28150 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048849-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfrwn9
title: Occurrence Download

description: A dataset containing 4163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium nipponicum (Maxim.) Makino",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 4163 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048850-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nuypdx
title: Occurrence Download

description: A dataset containing 4217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Venezuela (Bolivarian Republic of)",
 "Geometry POLYGON((-73.38 0.64,-58.14 0.64,-58.14 15.69,-73.38 15.69,-73.38 0.64))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia",
 "Year 1950-2024"
 ]
}

 The dataset includes 4217 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048851-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtyv5v
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad en Ecosistemas Estratégicos Más Bosques - Mariposas"
 ]
}

 The dataset includes 34 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048852-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e65347
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad en Ecosistemas Estratégicos Más Bosques - Mariposas"
 ]
}

 The dataset includes 34 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048853-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brhg9k
title: Occurrence Download

description: A dataset listing the 16 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad en Ecosistemas Estratégicos Más Bosques - Mariposas"
 ]
}

 The dataset's 16 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048854-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/nfxpnp
title: Specimen-based records and geographic locations of brittle stars (Echinodermata) collected from Sagami Bay

description: Brittle stars are marine invertebrates that often dominate the seafloor. Their global distribution range and abundance make them useful as marine environmental bio-indicators. Despite their importance, however, there is limited availability of data on brittle star specimens in Japan. In this study, we focused on Sagami Bay, one of the oldest Japanese sea areas for the study of brittle stars, and organized the data of the specimens obtained there. This collection included specimens collected between 2005 and 2021, with a total of 695 samples, which were identified as 108 species. In this data set we ignored the duplication at each sampling site.
DOI: 10.34740/kaggle/dsv/10299086
title: crop yield production
DOI: 10.15468/dl.y5m7vf
title: Occurrence Download

description: A dataset containing 4163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium nipponicum (Maxim.) Makino",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 4163 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048855-241126133413365/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/10299095
title: crop yield production
DOI: 10.34740/kaggle/dsv/10299101
title: WallStreetBets 2022
DOI: 10.15468/dl.nrwe4t
title: Occurrence Download

description: A dataset containing 632 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 {
 "and" : [
 "Elevation is less than or equal to 600m"
 ]
 },
 {
 "and" : [
 "Year is greater than or equal to 2014"
 ]
 },
 "GadmGid is one of (COL.21.5_2)",
 "TaxonKey is one of (Aves)"
 ]
 }
 ]
}

 The dataset includes 632 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048856-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nxeja
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is San Marino",
 "OccurrenceStatus is Present",
 "TaxonKey is Buddleja davidii Franch."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048857-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.973600
title: Experimental data on olivine dissolution

description: In order to determine the dissolution kinetics of olivine in sea water, commercially available ultra-mafic sand (UMS, supplied by AdL Sand- und Wasserstrahltechnik) was permitted to react with artificial seawater (ASW, Millero et al., 2008) in 250 ml polyethylene (PE) batch reactors. Three different batches with variable amounts of UMS were prepared, each containing three replicates (n = 3) to verify the reproducibility of the experiments. The amount of ASW was 200 ml for all replicates and batches. 50 ml of ambient air were included to allow for equilibration with the atmosphere. The amount of UMS was varied from 20 g for Batch1 to 10 g for Batch2 and 5 g for Batch3 in order to investigate the effect of the solid/liquid ratio. The air was partly exchanged with the laboratory atmosphere every time samples were taken. All batch reactors with artificial seawater, UMS and gas phase were subjected to constant movement in HeidolphTM Reax2© over-head shakers at ~40 rpm. The experiment was conducted under controlled laboratory conditions (p = 1 bar, 21.5 °C &lt; T &lt; 23.9 °C). For each sample (23 in total), two aliquots (2 ml and 5 ml) were taken for further measurements and the same volume of artificial seawater was added to ensure a constant solid/liquid ratio. For the same reason it was made sure that no UMS grains were removed via sample taking. Sampling intervals increased from minutes to hours during day one to every two weeks between day 50 and day 134. The 5 ml aliquot was filtered through a 0.2 µm cellulose membrane filter and refrigerated in 5.2 ml ZinsserTM scintillation bottles. The 2 ml aliquot was used for direct pH measurements (see below) and not filtered to ensure a pristine chemical milieu. At the end of the experiments, the ASW in the batch reactors was carefully decanted over a 0.2 µm regenerated cellulose filter to recover the greyish suspended matter that had formed in the batch reactors during the experiment. Fine particles possibly stuck to the UMS grains were eluted by refilling the batch reactor with fresh ASW, shaking and decanting it. This procedure was repeated until the supernatant was clear. Withal, it was made sure that all precipitates, which left the bottles, were recovered on the filters. Subsequently, the wet cake was rinsed with pH neutral MilliQ water (MQe, 18Ω Ohm/cm) to elute dissolved species (e.g. salinity). Furthermore, the UMS used in Batch1 was recovered, very carefully rinsed with pH neutral MQe (to only elute salinity), and dried for scanning electron microscope energy-dispersive X-ray spectroscopy (SEM−EDX).The water samples were analyzed for pH following Dickson (1993). Total alkalinity was analyzed by titration with diluted hydrochloric acid (HCl) to an end point of pH = 4.5 (Stumm & Morgan, 1996; Gieskes et al., 1991) and element concentrations were determined using inductively coupled plasma optical emission spectrometry (ICP-OES).
description: The laboratory experiments were conducted at GEOMAR from 6th April 2020 to 18th August 2020.
DOI: 10.15468/dl.u82wjp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is On the ants (Hymenoptera: Formicidae) of the Philippine Islands: V. The genus Odontomachus Latreille, 1804."
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048859-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8vhqh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Begonia benitotanii (section Petermannia, Begoniaceae) a new species endemic to the Philippine island of Bucas Grande"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048860-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0004310
title: 大豆什邡基地2022年植株光谱表型数据集
DOI: 10.15468/dl.g8jask
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A rare Philippine plant found again after almost a century: the rediscovery and lectotypification of Acranthera philippinensis (Rubiaceae)"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048861-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcjv2g
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Philippine mossy forest stick insects: first record of the genus Otraleus Günther, 1935 in the country, with four new species, and the new genus Capuyanus gen. nov. (Phasmida, Diapheromeridae, Necrosciinae)"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048862-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.