cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2daj2m
title: Occurrence Download

description: A dataset containing 193110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida, Liliopsida, Gnetopsida, Cycadopsida, Cycadopsis Debey, 1848, Pinopsida, Ginkgoopsida)",
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Continent is Asia"
 ]
}

 The dataset includes 193110 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049992-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs15cf
title: Occurrence Download

description: A dataset containing 26728 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museu Paraense Emílio Goeldi - Ophidia Collection"
 ]
}

 The dataset includes 26728 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004479-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sd4urh
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Veyretia undulata Szlach."
 ]
}

 The dataset includes 18 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004040-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-247352
title: Ohio state youth congress, COGIC (29th: 1964), program

description: [description english/roman)] Program for the 29th Ohio state youth congress, Church of God in Christ, Dayton, Ohio, 1964 June 8-14.
DOI: 10.15468/dl.vwugy7
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zamia erosa O.F.Cook & G.N.Collins"
 ]
}

 The dataset includes 137 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004041-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sjare
title: Occurrence Download

description: A dataset containing 3266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eruca vesicaria subsp. sativa (Mill.) Thell."
 ]
}

 The dataset includes 3266 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050114-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bucxc8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acianthera melanoglossa (Luer & R.Escobar) Luer"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299986-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lx3qwv
title: Occurrence Download

description: A dataset listing the 1105 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Assessment of amphibian species richness and abundance in conservation areas in the Democratic Republic of Congo (DRC)"
 ]
}

 The dataset's 1105 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004479-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t4p4m
title: Occurrence Download

description: A dataset containing 348534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotus pedunculatus Cav.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 348534 records from 814 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050047-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jggvbx
title: Occurrence Download

description: A dataset containing 2746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia binervata DC."
 ]
}

 The dataset includes 2746 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019310-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qw7usz
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADW1755"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019311-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9bk2d
title: Occurrence Download

description: A dataset containing 103569 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carduus nutans L."
 ]
}

 The dataset includes 103569 records from 1289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019285-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.5r94ntld
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (33 records)
DOI: 10.15468/dl.dtbtdb
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinetorhynchus erythrostictus Okuno, 1997"
 ]
}

 The dataset includes 45 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019313-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqxuav
title: Occurrence Download

description: A dataset containing 20990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Lampyridae"
 ]
}

 The dataset includes 20990 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019312-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/62250
title: Chandra X-ray Observatory ObsId 62250
DOI: 10.6084/m9.figshare.26018254
title: Multi-Agent Collaborative Bayesian Optimization via Constrained Gaussian Processes

description: The increase in the computational power of edge devices has opened a new paradigm for collaborative analytics whereby agents borrow strength from each other to improve their learning capabilities. This work focuses on collaborative Bayesian optimization (BO), in which agents work together to efficiently optimize black-box functions without the need for sensitive data exchange. Our idea revolves around introducing a class of constrained Gaussian process surrogates, enabling agents to borrow informative designs from high-performing collaborators to enhance and expedite their optimization process. Our approach presents the first general-purpose collaborative BO framework that is compatible with any Gaussian process kernel and most of the known acquisition functions. Despite the simplicity of our approach, we demonstrate that it offers elegant theoretical guarantees and significantly outperforms state-of-the-art methods, especially when agents have heterogeneous black-box functions. Through various simulations and a real-life experiment in additive manufacturing, we showcase the advantageous properties of our approach and the benefits derived from collaboration.
DOI: 10.6084/m9.figshare.26018254.v2
title: Multi-Agent Collaborative Bayesian Optimization via Constrained Gaussian Processes

description: The increase in the computational power of edge devices has opened a new paradigm for collaborative analytics whereby agents borrow strength from each other to improve their learning capabilities. This work focuses on collaborative Bayesian optimization (BO), in which agents work together to efficiently optimize black-box functions without the need for sensitive data exchange. Our idea revolves around introducing a class of constrained Gaussian process surrogates, enabling agents to borrow informative designs from high-performing collaborators to enhance and expedite their optimization process. Our approach presents the first general-purpose collaborative BO framework that is compatible with any Gaussian process kernel and most of the known acquisition functions. Despite the simplicity of our approach, we demonstrate that it offers elegant theoretical guarantees and significantly outperforms state-of-the-art methods, especially when agents have heterogeneous black-box functions. Through various simulations and a real-life experiment in additive manufacturing, we showcase the advantageous properties of our approach and the benefits derived from collaboration.
DOI: 10.6084/m9.figshare.26018254.v1
title: Multi-agent Collaborative Bayesian Optimization via Constrained Gaussian Processes

description: The increase in the computational power of edge devices has opened a new paradigm for collaborative analytics whereby agents borrow strength from each other to improve their learning capabilities. This work focuses on collaborative Bayesian optimization (BO), in which agents work together to efficiently optimize black-box functions without the need for sensitive data exchange. Our idea revolves around introducing a class of constrained Gaussian process surrogates, enabling agents to borrow informative designs from high-performing collaborators to enhance and expedite their optimization process. Our approach presents the first general-purpose collaborative BO framework that is compatible with any Gaussian process kernel and most of the known acquisition functions. Despite the simplicity of our approach, we demonstrate that it offers elegant theoretical guarantees and significantly outperforms state-of-the-art methods, especially when agents have heterogeneous black-box functions. Through various simulations and a real-life experiment in additive manufacturing, we showcase the advantageous properties of our approach and the benefits derived from collaboration.
DOI: 10.15468/dl.9kgqzz
title: Occurrence Download

description: A dataset containing 1397136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is one of (NORTHERN CApE PROVINCE, Northern Cape, Northern Cape Prov., Northern Cape Province, Northern Cape province, Northern Cape, Masilikate-land [near Latakou=Ditha, Northern Cape, Namakwa, Northern Cape, Pixley ka Seme, Northern Cape / Western Cape)"
 ]
}

 The dataset includes 1397136 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019261-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n43vyj
title: Occurrence Download

description: A dataset containing 3007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia brachybotrya Benth."
 ]
}

 The dataset includes 3007 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019314-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxkzzh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum acutispicatum H.Perrier"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070671-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxjzwh
title: Occurrence Download

description: A dataset containing 48062 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dinophysis Ehrenberg, 1839"
 ]
}

 The dataset includes 48062 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025839-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbt7qr
title: Occurrence Download

description: A dataset containing 66343 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización de fauna en diferentes gradientes altitudinales del departamento de Boyacá, Colombia"
 ]
}

 The dataset includes 66343 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064487-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kqzev
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gnidia nodiflora Meisn."
 ]
}

 The dataset includes 280 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015018-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewzv2h
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tropaeolum smithii DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025839-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jn2wn8
title: Occurrence Download

description: A dataset containing 42783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Geometry POLYGON((-172.31253 33.68534,197.38846 34.67803,196.87385 84.92998,-173.9072 85.13771,-172.31253 33.68534))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rangifer tarandus (Linnaeus, 1758)"
 ]
}

 The dataset includes 42783 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011171-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwc56w
title: Occurrence Download

description: A dataset containing 4764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macrotermes Holmgren, 1909, Odontotermes Holmgren, 1910, Microcerotermes Silvestri, 1901)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4764 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070688-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyo5ls
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coralliophaga lithophagella (Lamarck, 1819)"
 ]
}

 The dataset includes 68 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025840-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9sfu7
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scymnus caurinus Horn, 1895"
 ]
}

 The dataset includes 204 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005236-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rbquu
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gnidia obtusissima Meisn."
 ]
}

 The dataset includes 66 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015023-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oqy64g
title: Occurrence Download

description: A dataset containing 1739 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthocardia echinata (Linnaeus, 1758)"
 ]
}

 The dataset includes 1739 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025842-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbtes7
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia ameliae Lundell"
 ]
}

 The dataset includes 130 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005242-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usq4n7
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Watsonia versfeldii J.W.Mathews & L.Bolus)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 108 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038474-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrfxe8
title: Occurrence Download

description: A dataset containing 25 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 Rattus xanthurus (Gray, 1867)"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070660-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1uvygk
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dinophysis caudata var. pedunculata"
 ]
}

 The dataset includes 100 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025843-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8pt9u
title: Occurrence Download

description: A dataset listing the 288 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.16.3.2_1",
 "TaxonKey is Aves",
 "Year 2021-2021"
 ]
}

 The dataset's 288 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011193-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjjwg4
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachypodium humbertianum A.Camus"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070658-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tyvqc
title: Occurrence Download

description: A dataset containing 4610476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Accipiter striatus Vieillot, 1808, Acrocephalus familiaris (Rothschild, 1892), Acrocephalus hiwae (Yamashina, 1942), Acrocephalus syrinx (Kittlitz, 1833), Actitis macularius (Linnaeus, 1766), Aechmophorus clarkii (Lawrence, 1858), Aechmophorus occidentalis (Lawrence, 1858), Aegolius acadicus (J.F.Gmelin, 1788), Aeronautes saxatalis (Woodhouse, 1853), Aethia cristatella (Pallas, 1769))",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Occurrence evidence)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 4610476 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023815-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj8ept
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthocardia paucicostata (G.B.Sowerby II, 1834)"
 ]
}

 The dataset includes 288 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025843-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gx5mtp
title: Occurrence Download

description: A dataset containing 242 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 Lonchorhina orinocensis Linares & Ojasti, 1971"
 ]
}

 The dataset includes 242 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070657-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1qjyid
title: Occurrence Download

description: A dataset containing 1094 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthocardia tuberculata (Linnaeus, 1758)"
 ]
}

 The dataset includes 1094 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025844-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.