cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14288/1.0442403
title: Mangrove mapping in Saloum Delta, Senegal using Google Earth Engine Mangrove Mapping Methodology (GEEMMM)

description: Mangroves provide crucial biodiversity values to the ecosystem and the carbon dioxide sequestration capacity of mangrove forests helps mitigate global climate change. Given the diverse ecosystem and economic values, mapping how mangroves change over time is important for mangrove forest management and protection. The traditional mangrove mapping methodology using remote sensing requires a comprehensive understanding of mangrove ecology, remote sensing knowledge, and programming skills. The lack of specialists may stop the mapping of mangrove forests in many areas. In 2020, the Google Earth Engine Mangrove Mapping Methodology was introduced to accessibly map and monitor mangroves with random forest classifier and Landsat satellite imagery. This study applied Google Earth Engine Mangrove Mapping Methodology in Saloum Delta, Senegal for land cover classification with an overall accuracy of 96.45% in 2013 and 97.51% in 2023. Mangrove forests in Saloum Delta experienced heavy harvesting since 1950, and conservation projects have been conducted since 2004 by international organizations and the local government. The results suggest that 93.9% of mangrove forests remained unchanged, while 3.1% were lost and 2.9% saw an increase over the last decade. The results highlighted the mangrove loss areas that need more conservation attention and provided a valuable mangrove forest dynamic map to help the local communities in Saloum Delta with mangrove forest management. For the future development of Google Earth Engine Mangrove Mapping Methodology, the addition of more classifiers for land cover classification and higher resolution Sentinel satellite imagery should be considered. With a user-friendly interface and detailed guidance, Google Earth Engine Mangrove Mapping Methodology has a bright potential to help people with mangrove forest mapping for sustainable management globally in the future.
DOI: 10.14288/1.0448322
title: Deriving airborne LiDAR metrics to estimate ladder fuel density in Whistler, British Columbia

description: With increasing wildfire frequency and severity, understanding ladder fuels—vegetation structures facilitating fire propagation from forest floors to canopies—is crucial for effective wildfire management. Active remote sensors, such as light detection and ranging (LiDAR), are able to penetrate the forest canopy and allow for the characterization of understory vegetation structures. This study investigates the use of airborne LiDAR technology for estimating ladder fuels in the Resort Municipality of Whistler, British Columbia, Canada. Normalized relative density (NRD) provides an understory LiDAR density metric by dividing the number of returns in a stratum of interest by all returns within and below the stratum of interest. NRD of returns in the 1 – 4 m height stratum was compared between treated (NRD = 0.06 ± 0.09) and control (NRD = 0.31 ± 0.27) plots and was shown to be statistically different between treatments (p = 0.0002). A model was developed using LiDAR-derived metrics—NRD and percentage of returns below the 30th height percentile (ipcumzq30)—to estimate understory stems per hectare (stems/ha) as a proxy for ladder fuel density (Adjusted R2 = 0.37). Despite the model’s relatively low explanatory power, p-values for both input variables were &lt; 0.05, indicating significant contribution of the predictors in explaining variability in understory stem density. Estimating understory stems per hectare allows classifying ladder fuels into categories as described by the BC Wildfire Threat Assessment Guide, facilitating the identification and prioritization of areas for ladder fuel reduction treatments.
DOI: 10.15468/dl.3thaeb
title: Occurrence Download

description: A dataset containing 57340 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((159.8486 -9.94066, 161.9839 -9.94066, 161.9839 -7.879084, 159.8486 -7.879084, 159.8486 -9.94066))"
 ]
}

 The dataset includes 57340 records from 240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013013-250515123054153/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.29185418
title: raw data.xlsxRaw data and ARRIVE checklistRaw dataRaw data

description: This study aimed to assess the effectiveness of N-acetylcysteine (NAC) in protecting the liver from phenytoin-induced hepatotoxicity in rats
DOI: 10.6084/m9.figshare.29185418.v2
title: raw data.xlsxRaw data and ARRIVE checklistRaw dataRaw data

description: This study aimed to assess the effectiveness of N-acetylcysteine (NAC) in protecting the liver from phenytoin-induced hepatotoxicity in rats
DOI: 10.6084/m9.figshare.29185418.v1
title: raw data.xlsx

description: This study aimed to assess the effectiveness of N-acetylcysteine (NAC) in protecting the liver from phenytoin-induced hepatotoxicity in rats
DOI: 10.15468/dl.dtqepd
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Trogoderma granarium Everts, 1898"
 ]
}

 The dataset includes 560 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008305-250525065834625/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.31026370
title: Data for : Early Cambrian explosive super-eruptions in the north-western margin of Gondwana may have triggered the ‘Strangelove ocean’

description: The source data underlying all figures in "Early Cambrian explosive super-eruptions in the north-western margin of Gondwana may have triggered the ‘Strangelove ocean’", including grochronologic and geochemical measurements of K-bentonties from the Lower Cambrian on the Yangtze and Baoshan blocks, and reported grochronologic and geochemical data from igneous rocks in the north-western margin of Gondwana.
DOI: 10.6084/m9.figshare.31026370.v2
title: Data for : Early Cambrian explosive super-eruptions in the north-western margin of Gondwana may have triggered the ‘Strangelove ocean’

description: The source data underlying all figures in "Early Cambrian explosive super-eruptions in the north-western margin of Gondwana may have triggered the ‘Strangelove ocean’", including grochronologic and geochemical measurements of K-bentonties from the Lower Cambrian on the Yangtze and Baoshan blocks, and reported grochronologic and geochemical data from igneous rocks in the north-western margin of Gondwana.
DOI: 10.6084/m9.figshare.31026370.v3
title: Data for : Early Cambrian explosive super-eruptions in the north-western margin of Gondwana may have triggered the ‘Strangelove ocean’

description: The source data underlying all figures in "Early Cambrian explosive super-eruptions in the north-western margin of Gondwana may have triggered the ‘Strangelove ocean’", including grochronologic and geochemical measurements of K-bentonties from the Lower Cambrian on the Yangtze and Baoshan blocks, and reported grochronologic and geochemical data from igneous rocks in the north-western margin of Gondwana.
DOI: 10.5281/zenodo.18251893
title: Casearia sylvestris Sw. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18251892
title: Casearia sylvestris Sw. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18251871
title: THE INTEGRATION OF ARTIFICIAL INTELLIGENCE INTO ENGLISH LANGUAGE TEACHING: BENEFITS AND CHALLENGES

description: Mazkur maqolada ingliz tilini o‘qitishda sun’iy intellekt texnologiyalaridan foydalanishning imkoniyatlari va muammolari tahlil qilinadi. Unda AI asosidagi dasturlar va platformalarning til o‘rganish samaradorligiga ta’siri, shuningdek ularni o‘quv jarayoniga integratsiya qilish yo‘llari ko‘rib chiqiladi. Tadqiqot natijalari sun’iy intellektning individual yondashuvni rivojlantirish, tezkor fikr-mulohaza berish va o‘quv samaradorligini oshirishga xizmat qilishini ko‘rsatadi.
DOI: 10.5281/zenodo.18251872
title: THE INTEGRATION OF ARTIFICIAL INTELLIGENCE INTO ENGLISH LANGUAGE TEACHING: BENEFITS AND CHALLENGES

description: Mazkur maqolada ingliz tilini o‘qitishda sun’iy intellekt texnologiyalaridan foydalanishning imkoniyatlari va muammolari tahlil qilinadi. Unda AI asosidagi dasturlar va platformalarning til o‘rganish samaradorligiga ta’siri, shuningdek ularni o‘quv jarayoniga integratsiya qilish yo‘llari ko‘rib chiqiladi. Tadqiqot natijalari sun’iy intellektning individual yondashuvni rivojlantirish, tezkor fikr-mulohaza berish va o‘quv samaradorligini oshirishga xizmat qilishini ko‘rsatadi.
DOI: 10.15468/dl.rudnk9
title: Occurrence Download

description: A dataset containing 5750695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anura",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 5750695 records from 6607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010619-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjvh9e
title: Occurrence Download

description: A dataset containing 1187 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sanicula laciniata"
 ]
}

 The dataset includes 1187 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036516-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3essw
title: Occurrence Download

description: A dataset containing 11817 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aralia racemosa"
 ]
}

 The dataset includes 11817 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036514-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ephgps
title: Occurrence Download

description: A dataset containing 70318 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix herbacea"
 ]
}

 The dataset includes 70318 records from 458 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036419-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nvksy
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aralia cachemirica"
 ]
}

 The dataset includes 269 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036517-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abwwv2
title: Occurrence Download

description: A dataset containing 2136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sanicula arguta"
 ]
}

 The dataset includes 2136 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036519-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7n6qcn
title: Occurrence Download

description: A dataset containing 1286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria viridis",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1286 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036521-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxm8tp
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maianthemum atropurpureum"
 ]
}

 The dataset includes 301 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036522-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fshstd
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria viridis",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036520-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yepca2
title: Occurrence Download

description: A dataset containing 15196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emilia sonchifolia"
 ]
}

 The dataset includes 15196 records from 539 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036518-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t45vfr
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maianthemum fuscum"
 ]
}

 The dataset includes 287 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036523-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktb3y8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mnemiopsis leidyi",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036524-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9h9xp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria viridis",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036525-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w73ez8
title: Occurrence Download

description: A dataset containing 1429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mnemiopsis leidyi",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1429 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036526-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2xj6x
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ctenomys latro"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036527-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahdf37
title: Occurrence Download

description: A dataset containing 11852 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aralia elata"
 ]
}

 The dataset includes 11852 records from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036528-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9unug
title: Occurrence Download

description: A dataset listing the 2409 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyatheaceae"
 ]
}

 The dataset's 2409 records were derived from 969 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002616-250426092105405/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/11848733
title: People's Daily News
DOI: 10.15468/dl.y42rv7
title: Occurrence Download

description: A dataset containing 6382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((75.15446 9.13038,78.36856 9.13038,78.36856 12.36373,75.15446 12.36373,75.15446 9.13038))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 6382 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005191-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szrugk
title: Occurrence Download

description: A dataset containing 417 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 Pterostichus trinarius (Casey, 1918)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 417 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005193-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdj7qt
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is French national collection of Solanum tuberosum"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005185-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqheg5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.14492 -41.46116,60.01377 -41.46116,60.01377 -19.54085,5.14492 -19.54085,5.14492 -41.46116))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zostera capensis Setch.",
 "Year 2020-2025"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005195-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3anayb
title: Occurrence Download

description: A dataset containing 189 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 Anisodactylus agricola (Say, 1823)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 189 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005197-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef42c4
title: Occurrence Download

description: A dataset containing 744302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Leucanthemum Hill"
 ]
}

 The dataset includes 744302 records from 3365 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005178-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/m6v-hy1-9wh
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/79k-9te-d27
title: Discorbinella bertheloti (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ymq-rgh-0kh
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5va-l37-98x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kv8-tgw-wlv
title: Rotalidium Asano, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c4c-vl3-vdn
title: Calcarina spengleri (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ql0-2gs-a2f
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tne-tvj-9p4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/77f-wfv-sfg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pa7-7vr-app
title: Neorotalia gaimardi (d'Orbigny in Fornasini, 1908)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xt1-41x-ep1
title: Elphidium craticulatum (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yjy-3fm-9y1
title: Planispirinoides bucculentus (Brady, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/89q-adt-zj2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a2b-ecw-z5x
title: Calcarina spengleri (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/028-f8m-gkg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.