cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4bc3u2
title: Occurrence Download

description: A dataset containing 2362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.62735 41.77007,-8.5604 41.77007,-8.5604 41.8189,-8.62735 41.8189,-8.62735 41.77007))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2362 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044962-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsepx7
title: Occurrence Download

description: A dataset containing 2287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemibarbus labeo)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2287 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044963-250717081556266/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.29645489
title: REM Density Estimation Using Delta Method for Large Mammals in Golestan National Park, Iran (R Script)

description: This R script implements the Random Encounter Model (REM) combined with the delta method to estimate the population density and associated uncertainty (standard deviation and variance) of three large mammal species — <b>red deer (Cervus elaphus)</b>, <b>roe deer (Capreolus capreolus)</b>, and <b>wild boar (Sus scrofa)</b> — in Golestan National Park, Iran. The method integrates field data (camera trap detections, animal movement speed, detection parameters) with statistical error propagation to produce robust density estimates across different years (2011 and 2023).The script includes:A custom function <code>REM_density()</code> for density estimation and variance calculation via the delta method.Species-specific input data for red deer, roe deer, and wild boar.Output printing of density, standard deviation, and variance per species and year.This code supports transparent and reproducible wildlife monitoring, suitable for conservation research and management programs using camera trap data.<b>Usage Notes:</b><br>Requires R and the <code>emdbook</code> package. Results are printed directly to the console. Custom inputs can be added by modifying the <code>species_data</code> list.
DOI: 10.6084/m9.figshare.29645489.v1
title: REM Density Estimation Using Delta Method for Large Mammals in Golestan National Park, Iran (R Script)

description: This R script implements the Random Encounter Model (REM) combined with the delta method to estimate the population density and associated uncertainty (standard deviation and variance) of three large mammal species — <b>red deer (Cervus elaphus)</b>, <b>roe deer (Capreolus capreolus)</b>, and <b>wild boar (Sus scrofa)</b> — in Golestan National Park, Iran. The method integrates field data (camera trap detections, animal movement speed, detection parameters) with statistical error propagation to produce robust density estimates across different years (2011 and 2023).The script includes:A custom function <code>REM_density()</code> for density estimation and variance calculation via the delta method.Species-specific input data for red deer, roe deer, and wild boar.Output printing of density, standard deviation, and variance per species and year.This code supports transparent and reproducible wildlife monitoring, suitable for conservation research and management programs using camera trap data.<b>Usage Notes:</b><br>Requires R and the <code>emdbook</code> package. Results are printed directly to the console. Custom inputs can be added by modifying the <code>species_data</code> list.
DOI: 10.15468/dl.wdk3r6
title: Occurrence Download

description: A dataset containing 1170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atriplex hortensis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1170 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044967-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mg9dxk
title: Occurrence Download

description: A dataset containing 2220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Xymalos monospora"
 ]
}

 The dataset includes 2220 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044964-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdyz7d
title: Occurrence Download

description: A dataset containing 1919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago canadensis",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1919 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044965-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mv4uss
title: Occurrence Download

description: A dataset containing 3353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry MULTIPOLYGON(((-14.43658 26.09134,58.52499 26.09134,58.52499 47.33988,-14.43658 47.33988,-14.43658 26.09134)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Crataegus ambigua, Crataegus ambigua, Crataegus heldreichii, Crataegus karadaghensis, Crataegus meyeri, Crataegus microphylla, Crataegus monogyna, Crataegus monogyna, Crataegus nigra, Crataegus pentagyna, Crataegus rhipidophylla)"
 ]
}

 The dataset includes 3353 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044966-250717081556266/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.29645519
title: Research data.xlsx

description: Dataset comprhensive of all raw data shown in the manuscript titled "Nanoalgosomes from <i>Tetraselmis chuii</i>: Microalgal Extracellular Vesicles for UV Protection, Anti-Aging, and Skin Depigmentation" authored by Gargano P. et al., 2025.
DOI: 10.6084/m9.figshare.29645519.v1
title: Research data.xlsx

description: Dataset comprhensive of all raw data shown in the manuscript titled "Nanoalgosomes from <i>Tetraselmis chuii</i>: Microalgal Extracellular Vesicles for UV Protection, Anti-Aging, and Skin Depigmentation" authored by Gargano P. et al., 2025.
DOI: 10.15468/dl.sybymy
title: Occurrence Download

description: A dataset containing 8185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago canadensis",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8185 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044969-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stmanw
title: Occurrence Download

description: A dataset containing 10725 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Engraulis encrasicolus"
 ]
}

 The dataset includes 10725 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044968-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azcer2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Natrix tessellata)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044970-250717081556266/datasets/export for details.
DOI: 10.15468/dl.rbgscq
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044973-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vffw89
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Natrix tessellata)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044971-250717081556266/datasets/export for details.
DOI: 10.15468/dl.tfmufg
title: Occurrence Download

description: A dataset containing 1136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Natrix tessellata)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 1136 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044972-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11582/2023.00120
title: ERA5 jet axes 1979-2022

description: Jet axes on the PV2 surface detected in the ERA5 reanalysis. Jet axes separate cyclonic from anticyclonic wind shear and trace lines of maximum winds.
DOI: 10.11582/2023.00121
title: ERA5 jet cross sections

description: Cross sections through through jet axes detected in the ERA5 reanalyses. The cross sections are based on 100.000 randomly selected points along all available jet axes for each region and season.
DOI: 10.15468/dl.ruwa3p
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixodida",
 "Country is Cyprus"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026966-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8m4uy
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panax stipuleanatus C.T.Tsai & K.M.Feng"
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241902-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cea6t
title: Occurrence Download

description: A dataset containing 10194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Loxodonta africana (Blumenbach, 1797)",
 "Year 1980-2022"
 ]
}

 The dataset includes 10194 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197839-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqdpep
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Helicteres guazumifolia Kunth"
 ]
}

 The dataset includes 184 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256431-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgtrs4
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orthaga onerata Butler",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 76 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197860-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mev6bp
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchanthus beesianus W.W.Sm."
 ]
}

 The dataset includes 33 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241911-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id357185.1
title: StrainInfo SI-ID 357185.1

description: StrainInfo dataset 357185 about a strain of Pleodorina illinoisensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357266.1
title: StrainInfo SI-ID 357266.1

description: StrainInfo dataset 357266 about a strain of Thorea hispida. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357267.1
title: StrainInfo SI-ID 357267.1

description: StrainInfo dataset 357267 about a strain of Thorea okadae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357268.1
title: StrainInfo SI-ID 357268.1

description: StrainInfo dataset 357268 about a strain of Thorea okadae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357156.1
title: StrainInfo SI-ID 357156.1

description: StrainInfo dataset 357156 about a strain of Chroomonas nordstedtii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357157.1
title: StrainInfo SI-ID 357157.1

description: StrainInfo dataset 357157 about a strain of Chroomonas nordstedtii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357158.1
title: StrainInfo SI-ID 357158.1

description: StrainInfo dataset 357158 about a strain of Chroomonas nordstedtii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357186.1
title: StrainInfo SI-ID 357186.1

description: StrainInfo dataset 357186 about a strain of Pleodorina illinoisensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357187.1
title: StrainInfo SI-ID 357187.1

description: StrainInfo dataset 357187 about a strain of Gonium pectorale. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357188.1
title: StrainInfo SI-ID 357188.1

description: StrainInfo dataset 357188 about a strain of Gonium pectorale. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357269.1
title: StrainInfo SI-ID 357269.1

description: StrainInfo dataset 357269 about a strain of Thorea okadae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357270.1
title: StrainInfo SI-ID 357270.1

description: StrainInfo dataset 357270 about a strain of Thorea okadae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357271.1
title: StrainInfo SI-ID 357271.1

description: StrainInfo dataset 357271 about a strain of Thorea okadae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357272.1
title: StrainInfo SI-ID 357272.1

description: StrainInfo dataset 357272 about a strain of Thorea okadae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357189.1
title: StrainInfo SI-ID 357189.1

description: StrainInfo dataset 357189 about a strain of Haematococcus lacustris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357190.1
title: StrainInfo SI-ID 357190.1

description: StrainInfo dataset 357190 about a strain of Monoraphidium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357191.1
title: StrainInfo SI-ID 357191.1

description: StrainInfo dataset 357191 about a strain of Planktosphaeria gelatinosa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357192.1
title: StrainInfo SI-ID 357192.1

description: StrainInfo dataset 357192 about a strain of Scenedesmus acutus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357273.1
title: StrainInfo SI-ID 357273.1

description: StrainInfo dataset 357273 about a strain of Thorea okadae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357274.1
title: StrainInfo SI-ID 357274.1

description: StrainInfo dataset 357274 about a strain of Thorea okadae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357275.1
title: StrainInfo SI-ID 357275.1

description: StrainInfo dataset 357275 about a strain of Thorea okadae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357276.1
title: StrainInfo SI-ID 357276.1

description: StrainInfo dataset 357276 about a strain of Thorea okadae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id357359.1
title: StrainInfo SI-ID 357359.1

description: StrainInfo dataset 357359 about a strain of Nannochloropsis oculata. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.