cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3grqy7
title: Occurrence Download

description: A dataset containing 2334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meccus longipennis (Usinger, 1939)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 2334 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026207-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ww4mjt
title: Occurrence Download

description: A dataset containing 49808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-5.59067 36.00906,-5.41763 36.05576,-5.03586 36.42929,-4.74197 36.4595,-4.51126 36.60782,-4.73648 37.24503,-4.99741 37.50046,-5.42313 37.60757,-6.05484 37.37961,-6.39267 36.74515,-6.01639 36.19308,-5.59067 36.00906))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 49808 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016906-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvuec5
title: Occurrence Download

description: A dataset containing 1341 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorex tundrensis Merriam, 1900"
 ]
}

 The dataset includes 1341 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004078-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hfrd8
title: Occurrence Download

description: A dataset containing 2242 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Geometry POLYGON((-89.95605 77.96448,-88.34381 78.11005,-86.77826 78.8736,-86.05865 78.91754,-84.91058 79.18671,-84.91058 79.40094,-85.5368 79.63715,-86.49811 79.73053,-86.74805 79.92004,-87.31934 80.49133,-90.53833 80.80994,-92.09839 81.4801,-94.18579 81.56799,-96.71265 80.50232,-97.06421 80.08484,-96.51489 79.54651,-92.4939 78.09631,-89.95605 77.96448))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 2242 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070711-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdaxkv
title: Occurrence Download

description: A dataset containing 3406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990",
 "TaxonKey is Chrysothamnus viscidiflorus (Hook.) Nutt."
 ]
}

 The dataset includes 3406 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032414-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfssge
title: Occurrence Download

description: A dataset containing 125853 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Zambia"
 ]
}

 The dataset includes 125853 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004078-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pq8bo
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vriesea comata (Mez & Wercklé) L.B.Sm. & Pittendr."
 ]
}

 The dataset includes 19 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020840-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5l2yx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grafia parishii (Rchb.f.) A.D.Hawkes",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000392-150831095807960/datasets/export for details.
DOI: 10.15468/dl.yx9t9s
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aconitum consanguineum Vorosch."
 ]
}

 The dataset includes 98 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013800-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqt9rh
title: Occurrence Download

description: A dataset containing 66050 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Congo"
 ]
}

 The dataset includes 66050 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020840-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4z9cq7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Saussurea fargesii Franch."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322948-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fr2quu
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippocampus hippocampus (Linnaeus, 1758)",
 "Year 1000-1899"
 ]
}

 The dataset includes 28 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013815-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkfure
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vriesea corcovadensis (Britton) Mez"
 ]
}

 The dataset includes 66 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020841-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jigsim
title: Occurrence Download

description: A dataset containing 1322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorostilbon melanorhynchus Gould, 1860",
 "Country is Colombia"
 ]
}

 The dataset includes 1322 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000392-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k58mky
title: Occurrence Download

description: A dataset containing 1576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippocampus guttulatus Cuvier, 1829",
 "Year 2000-2024"
 ]
}

 The dataset includes 1576 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013807-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uvpgy
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha palmatipartita Dehgan"
 ]
}

 The dataset includes 21 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167546-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kc1ubs
title: Occurrence Download

description: A dataset containing 211032 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Côte d’Ivoire"
 ]
}

 The dataset includes 211032 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020841-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpbrch
title: Occurrence Download

description: A dataset containing 50554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crepis biennis L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 50554 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013796-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erner8
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteroglossus sanguineus Gould, 1854"
 ]
}

 The dataset includes 97 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020844-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2e3idm
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vriesea delicatula L.B.Sm."
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020845-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcvjm8
title: Occurrence Download

description: A dataset containing 5297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aconitum degenii Gáyer"
 ]
}

 The dataset includes 5297 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013824-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqstsv
title: Occurrence Download

description: A dataset containing 1660 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The reptiles, amphibians and fishes collection (ZA) in the Comparative Anatomy Collection of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 1660 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000393-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yt52w
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322953-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.igrs3g
title: Occurrence Download

description: A dataset containing 380296 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Cameroon"
 ]
}

 The dataset includes 380296 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020846-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85v246
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "GadmGid is PRT.2.2_1",
 "GadmGid is PRT.2.17_1"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Formicidae"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0422596-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtexok
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Cyprinus carpio Linnaeus, 1758"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003925-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2dfst
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex dissitiflora Franch."
 ]
}

 The dataset includes 656 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120472-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upmunr
title: Occurrence Download

description: A dataset containing 1650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Myanmar",
 "Year 1960-2020",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 1650 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037963-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2htyf
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus ignorabilis L.A.S.Johnson & K.D.Hill"
 ]
}

 The dataset includes 286 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226433-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.un6sux
title: Occurrence Download

description: A dataset listing the 14 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amauroderma rugosum (Blume & T.Nees) Torrend"
 ]
}

 The dataset's 14 records were derived from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226416-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeyrdu
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex distentiformis F.J.Herm."
 ]
}

 The dataset includes 20 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120481-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95ga7q
title: Occurrence Download

description: A dataset containing 2345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ologamasidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 2345 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018993-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oweoe1
title: Occurrence Download

description: A dataset listing the 35 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Contracaecum Railliet & Henry, 1912",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 35 records were derived from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012851-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73ygyd
title: Occurrence Download

description: A dataset listing the 357 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monitoreo de fauna en el área de influencia del Proyecto Hidroeléctrico Ituango, durante los años 2012 - 2013 y 2018 - 2021",
 "TaxonKey is Aves"
 ]
}

 The dataset's 357 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120489-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7urxoq
title: Occurrence Download

description: A dataset containing 3637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columbina buckleyi (P.L.Sclater & Salvin, 1877)"
 ]
}

 The dataset includes 3637 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003938-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6drp73
title: Occurrence Download

description: A dataset containing 355613 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vaccinium vitis-idaea L."
 ]
}

 The dataset includes 355613 records from 795 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002096-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atcgu5
title: Occurrence Download

description: A dataset containing 101059 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus camaldulensis Dehn."
 ]
}

 The dataset includes 101059 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012852-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a386s
title: Occurrence Download

description: A dataset containing 1810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Fratercula arctica (Linnaeus, 1758)",
 "Year is 2000"
 ]
}

 The dataset includes 1810 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093806-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adfxds
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoromicia robertsi Goodman, Taylor, Ratrimomanarivo & Hoofer, 2012"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0427366-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuxgsz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphisbaena cuiabana (Strussman & Carvalho, 2001)"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279392-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsnrw6
title: Occurrence Download

description: A dataset containing 958 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synchiropus phaeton (Günther, 1861)"
 ]
}

 The dataset includes 958 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037231-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2jkb7
title: Occurrence Download

description: A dataset containing 518132 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is one of (Greenland)"
 ]
}

 The dataset includes 518132 records from 836 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226434-210914110416597/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.25872640
title: Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing (ICML-2024) (Code and Data)

description: <i>An emergency responder management (ERM) system dispatches responders, such as ambulances, when it receives requests for medical aid. ERM systems can also proactively reposition responders between predesignated waiting locations to cover any gaps that arise due to the prior dispatch of responders or significant changes in the distribution of anticipated requests. Optimal repositioning is computationally challenging due to the exponential number of ways to allocate responders between locations and the uncertainty in future requests. The state-of-the-art approach in proactive repositioning is a hierarchical approach based on spatial decomposition and online Monte Carlo tree search, which may require minutes of computation for each decision in a domain where seconds can save lives. We address the issue of long decision times by introducing a novel reinforcement learning (RL) approach, based on the same hierarchical decomposition, but replacing online search with learning. To address the computational challenges posed by large, variable-dimensional, and discrete state and action spaces, we propose: (1) actor-critic based agents that incorporate transformers to handle variable-dimensional states and actions, (2) projections to fixed-dimensional observations to handle complex states, and (3) combinatorial techniques to map continuous actions to discrete allocations. We evaluate our approach using real-world data from two U.S. cities, Nashville, TN and Seattle, WA. Our experiments show that compared to the state of the art, our approach reduces computation time per decision by three orders of magnitude, while also slightly reducing average ambulance response time by 5 seconds</i>