cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mbfdv9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monotremata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 -60,90 -60,90 -30,60 -30,60 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049435-250920141307145/datasets/export for details.
DOI: 10.15468/dl.t696dj
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptilodactyla exotica",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049436-250920141307145/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/13265975
title: World Weather Repository ( Daily Updating )
DOI: 10.6084/m9.figshare.28675511
title: Research on the application of LLaVA model based on Q-LoRA fine-tuning in medical teaching

description: The Augmented Reality Large Language Model Medical Teaching System integrates Augmented Reality with LLaVA-Med, a medical multimodal large language model based on LLaVA and specifically designed for biomedical applications, employing QLoRA to advance medical education. Deployed on resource-constrained AR devices, such as INMO Air2 glasses, ARLMT overlays real-time visual annotations and textual feedback on medical scenarios to create an immersive and interactive learning environment. Key advancements include a 66\% reduction in memory footprint (from 15.2 GB to 5.1 GB) through QLoRA, enabling efficient operation without compromising performance, and an average response time of 1.009 seconds across various medical imaging categories, surpassing the GPT-4 baseline in both speed and accuracy. The system achieves 98.3% diagnostic accuracy, demonstrating its reliability in real-time applications. By combining visual and textual elements, ARLMT enhances comprehension of complex medical concepts, providing a scalable, real-time solution that bridges technological innovation and pedagogical needs in medical training.
DOI: 10.6084/m9.figshare.28675511.v8
title: Research on the application of LLaVA model based on Q-LoRA fine-tuning in medical teaching

description: The Augmented Reality Large Language Model Medical Teaching System integrates Augmented Reality with LLaVA-Med, a medical multimodal large language model based on LLaVA and specifically designed for biomedical applications, employing QLoRA to advance medical education. Deployed on resource-constrained AR devices, such as INMO Air2 glasses, ARLMT overlays real-time visual annotations and textual feedback on medical scenarios to create an immersive and interactive learning environment. Key advancements include a 66\% reduction in memory footprint (from 15.2 GB to 5.1 GB) through QLoRA, enabling efficient operation without compromising performance, and an average response time of 1.009 seconds across various medical imaging categories, surpassing the GPT-4 baseline in both speed and accuracy. The system achieves 98.3% diagnostic accuracy, demonstrating its reliability in real-time applications. By combining visual and textual elements, ARLMT enhances comprehension of complex medical concepts, providing a scalable, real-time solution that bridges technological innovation and pedagogical needs in medical training.
DOI: 10.6084/m9.figshare.28675511.v7
title: Research on the application of LLaVA model based on Q-LoRA fine-tuning in medical teaching

description: The Augmented Reality Large Language Model Medical Teaching System integrates Augmented Reality with LLaVA-Med, a medical multimodal large language model based on LLaVA and specifically designed for biomedical applications, employing QLoRA to advance medical education. Deployed on resource-constrained AR devices, such as INMO Air2 glasses, ARLMT overlays real-time visual annotations and textual feedback on medical scenarios to create an immersive and interactive learning environment. Key advancements include a 66\% reduction in memory footprint (from 15.2 GB to 5.1 GB) through QLoRA, enabling efficient operation without compromising performance, and an average response time of 1.009 seconds across various medical imaging categories, surpassing the GPT-4 baseline in both speed and accuracy. The system achieves 98.3% diagnostic accuracy, demonstrating its reliability in real-time applications. By combining visual and textual elements, ARLMT enhances comprehension of complex medical concepts, providing a scalable, real-time solution that bridges technological innovation and pedagogical needs in medical training.
DOI: 10.15468/dl.axcpjb
title: Occurrence Download

description: A dataset containing 782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monotremata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 -60,120 -60,120 -30,90 -30,90 -60))"
 ]
}

 The dataset includes 782 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049438-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.497xhh
title: Occurrence Download

description: A dataset containing 34981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Soricomorpha)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 30,-90 30,-90 60,-120 60,-120 30))"
 ]
}

 The dataset includes 34981 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049437-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq6z59
title: Occurrence Download

description: A dataset containing 230222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gasterosteus aculeatus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 230222 records from 646 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049319-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/5k52-3wc8-yx0w
title: RAINEX: Saharan Air Layer Tracking Imagery. Version 1.0

description: This dataset contains Meteosat-8/GOES-10 combined Saharan air layer tracking products for the Atlantic and East Atlantic.
DOI: 10.15468/dl.ax3xgr
title: Occurrence Download

description: A dataset containing 22888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monotremata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 -60,180 -60,180 -30,150 -30,150 -60))"
 ]
}

 The dataset includes 22888 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049440-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5ye42
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gibbium aequinoctiale",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049441-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bv5zwu
title: Occurrence Download

description: A dataset containing 403200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Soricomorpha)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 30,30 30,30 60,0 60,0 30))"
 ]
}

 The dataset includes 403200 records from 1611 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049414-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rglf3x
title: Occurrence Download

description: A dataset containing 3381 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia grandiflora L."
 ]
}

 The dataset includes 3381 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004931-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4ypag
title: Occurrence Download

description: A dataset containing 108171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picoides pubescens (Linnaeus, 1766)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 27",
 "DecimalLatitude is less than or equal to 41",
 "DecimalLongitude is greater than or equal to -91",
 "DecimalLongitude is less than or equal to -75"
 ]
}

 The dataset includes 108171 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010697-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64x9st
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turbinella pyrum (Linnaeus, 1767)"
 ]
}

 The dataset includes 212 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008971-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zeeaz
title: Occurrence Download

description: A dataset containing 34098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Emberiza elegans Temminck, 1836)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34098 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059390-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ufyrc
title: Occurrence Download

description: A dataset containing 11757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Field Museum of Natural History (Zoology) Mammal Collection",
 "TaxonKey is Sciuridae"
 ]
}

 The dataset includes 11757 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008977-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6u02h
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Urochloa dictyoneura (Fig. & De Not.) Veldkamp"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001081-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lbgwp9
title: Occurrence Download

description: A dataset containing 73544 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Marsh Monitoring Program - Birds"
 ]
}

 The dataset includes 73544 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001465-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ok2tbg
title: Occurrence Download

description: A dataset containing 643 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphractus sexcinctus (Linnaeus, 1758)"
 ]
}

 The dataset includes 643 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018451-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dn58b3
title: Occurrence Download

description: A dataset containing 40459 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cerianthus lloydii Gosse, 1859, Blackfordia virginica Mayer, 1910, Sarsia tubulosa (M.Sars, 1835), Hydractinia echinata (Fleming, 1828), Tubularia indivisa Linnaeus, 1758, Eurydice pulchra Leach, 1816, Eucopia australis Dana, 1852, Eucopia grimaldii Nouvel, 1942, Eucopia sculpticauda Faxon, 1893, Eucopia unguiculata (Willemoes-Suhm, 1875), Amblyops abbreviata (M.Sars, 1869), Anchialina agilis (G.O.Sars, 1877), Boreomysis megalops G.O.Sars, 1872, Boreomysis microps G.O.Sars, 1884, Erythrops elegans (G.O.Sars, 1863), Erythrops erythrophthalma (Goës, 1863), Euchaetomera glyphidophthalmica Illig, 1906, Gastrosaccus lobatus Nouvel, 1951, Hemimysis lamornae (Couch, 1856), Heteromysis norvegica G.O.Sars, 1883)"
 ]
}

 The dataset includes 40459 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000347-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ot5hiy
title: Occurrence Download

description: A dataset containing 11110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-109.60196 -8.93503,-42.39804 -8.93503,-42.39804 17.93503,-109.60196 17.93503,-109.60196 -8.93503))",
 "DatasetKey is El Censo Neotropical de Aves Acuáticas en Colombia (CNAA): 2002 - 2011",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11110 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001081-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fweije
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.28589 17.8742,-85.98999 17.8742,-85.98999 21.88189,-89.28589 21.88189,-89.28589 17.8742))",
 "HasCoordinate is true",
 "TaxonKey is Cyprinodon labiosus Humphries & Miller, 1981",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001081-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpmfnx
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia depauperata Hochst. ex A.Rich."
 ]
}

 The dataset includes 357 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205064-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bffsnf
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-92.4791172999999986 44.0278709999999975, -92.4791172999999986 44.0282480099999987, -92.4791172999999986 44.0284784099999982, -92.4791172999999986 44.0288135300000008, -92.4791172999999986 44.0293162099999975, -92.4791172999999986 44.0296513300000001, -92.4791172999999986 44.0299655000000030, -92.4788866699999943 44.0299655000000030, -92.4783414999999991 44.0299655000000030, -92.4780269799999957 44.0299655000000030, -92.4774818100000005 44.0299655000000030, -92.4770624500000054 44.0299655000000030, -92.4767898599999967 44.0299655000000030, -92.4763705000000016 44.0299655000000030, -92.4759930700000012 44.0299655000000030, -92.4754898399999945 44.0299655000000030, -92.4751124099999942 44.0299655000000030, -92.4747349799999938 44.0299655000000030, -92.4742946500000045 44.0299655000000030, -92.4736865999999935 44.0299655000000030, -92.4736865999999935 44.0297560500000031, -92.4736865999999935 44.0293371500000035, -92.4736865999999935 44.0291067599999977, -92.4736865999999935 44.0287506900000025, -92.4736865999999935 44.0282689599999983, -92.4736865999999935 44.0278709999999975, -92.4741898099999986 44.0278709999999975, -92.4748398199999997 44.0278709999999975, -92.4754269299999976 44.0278709999999975, -92.4760350100000039 44.0278709999999975, -92.4765172700000022 44.0278709999999975, -92.4769576099999995 44.0278709999999975, -92.4773140599999977 44.0278709999999975, -92.4776705200000038 44.0278709999999975, -92.4781737600000042 44.0278709999999975, -92.4786560200000025 44.0278709999999975, -92.4791172999999986 44.0278709999999975))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 67 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153452-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iou6wo
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample"
 ]
 },
 "TaxonKey is Alouatta ululata Elliot, 1912"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001081-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kl7z0
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Austruca bengali (Crane, 1975)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017129-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.myw9j4
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptotila ochraceiventris Chapman, 1914"
 ]
}

 The dataset includes 241 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028647-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v54hkz
title: Occurrence Download

description: A dataset containing 1514 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sebastes norvegicus (Ascanius, 1772)"
 ]
}

 The dataset includes 1514 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059391-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcogbr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Austruca cryptica (Naderloo, Türkay & Chen, 2010)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017130-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2lyrfk
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Asparagus officinalis L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048551-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1sz5iu
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acetes indicus H.Milne Edwards, 1830"
 ]
}

 The dataset includes 97 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008976-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22cvk5
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Austruca perplexa (H.Milne Edwards, 1852)"
 ]
}

 The dataset includes 175 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017142-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzbuo6
title: Occurrence Download

description: A dataset containing 3280 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Espèces vasculaires endémiques et orchidées (CITES)"
 ]
}

 The dataset includes 3280 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010703-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huxkxo
title: Occurrence Download

description: A dataset containing 352692 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plantae of Costa Rica (INBio)"
 ]
}

 The dataset includes 352692 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001475-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.