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

description: A dataset containing 895 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylotelephium telephioides (Michx.) H.Ohba"
 ]
}

 The dataset includes 895 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050992-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2823278/2371413
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.5nhan8
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colchicum hierrense (A.Santos) J.C.Manning & Vinn."
 ]
}

 The dataset includes 49 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029736-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g47m7x
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleurothallis crucifera Luer & Hirtz"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085944-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2822925/2371414
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.7kpqn6
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidium niloticum Sieber ex Steud.",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Human Observation, Specimen, Unknown evidence)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050987-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndfzjs
title: Occurrence Download

description: A dataset containing 1868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-106.25309 26.72389,-93.0194 36.69711,-68.27816 37.65607,-50.63324 46.28673,-54.66088 56.83533,-119.10319 72.17874,-141.73471 75.43921,-164.96079 67.2149,-160.35778 58.77602,-147.31587 54.17301,-142.32928 54.55659,-125.8351 38.446,-120.46491 27.32203,-106.25309 26.72389))",
 "TaxonKey is Glyceria borealis (Nash) Batch."
 ]
}

 The dataset includes 1868 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012291-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3qqhh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colchicum huntleyi (Pedrola, Membrives, J.M.Monts. & Caujapé) J.C.Manning & Vinn."
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029744-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2822858/2371415
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.ecbcx5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Trichoglossus johnstoniae",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087602-230530130749713/datasets/export for details.
DOI: 10.15468/dl.xmr55n
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parablennius incognitus (Bath, 1968)",
 "Year 1000-1900"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121088-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqzrju
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia macrocentron (Benth.) T.J.Ayers"
 ]
}

 The dataset includes 13 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012294-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2823298/2371416
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.7yt8qt
title: Occurrence Download

description: A dataset containing 20999334 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is INPN - Données flore des CBN agrégées par la FCBN"
 ]
}

 The dataset includes 20999334 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029738-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2r3abd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucocoryne rungensis Ravenna"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008644-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2823351/2371417
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.t5ynx5
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parablennius incognitus (Bath, 1968)",
 "Year 1950-2000"
 ]
}

 The dataset includes 319 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121093-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zabgzm
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippophae salicifolia D.Don",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 235 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023782-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2823152/2371418
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.cwykv4
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bubalus quarlesi (Ouwens, 1910)"
 ]
}

 The dataset includes 23 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029758-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68v9tu
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes stenophylla Schltr."
 ]
}

 The dataset includes 61 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007274-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgrfym
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parablennius incognitus (Bath, 1968)",
 "Year 2000-2023"
 ]
}

 The dataset includes 570 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121097-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2823348/2371419
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.j3kbaq
title: Occurrence Download

description: A dataset containing 13440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Monasa morphoeus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 13440 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076850-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpc47j
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colchicum natalense (Baker) J.C.Manning & Vinn."
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029764-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2823331/2371420
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.za9gs7
title: Occurrence Download

description: A dataset containing 969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron lutescens Franch."
 ]
}

 The dataset includes 969 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050999-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5t54dx
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parablennius pilicornis (Cuvier, 1829)",
 "Year 1950-2000"
 ]
}

 The dataset includes 251 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121104-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9etvzt
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia macdonaldii B.L.Turner"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012289-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2823515/2371421
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.pz3gpr
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colchicum orienticapense (U.Müll.-Doblies & D.Müll.-Doblies) J.C.Manning & Vinn."
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029765-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb7fmw
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Baphiastrum brachycarpum Harms"
 ]
}

 The dataset includes 214 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008657-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2823266/2371422
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.rxejqm
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleurothallis cubitoria Luer"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085946-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvj43g
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia mcvaughii T.J.Ayers"
 ]
}

 The dataset includes 21 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012303-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2822970/2371423
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.mfppye
title: Occurrence Download

description: A dataset containing 4436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Galium mollugo × verum"
 ]
}

 The dataset includes 4436 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029766-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prhjv6
title: Occurrence Download

description: A dataset containing 408 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lontra provocax (Thomas, 1908)"
 ]
}

 The dataset includes 408 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056068-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dhwgs
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parablennius pilicornis (Cuvier, 1829)",
 "Year 1950-2000"
 ]
}

 The dataset includes 251 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121105-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2822979/2371424
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.6m2nf8
title: Occurrence Download

description: A dataset containing 758 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia zeylanica L."
 ]
}

 The dataset includes 758 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012292-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2823156/2371425
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.b7tq2u
title: Occurrence Download

description: A dataset containing 655857 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrocygna autumnalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 655857 records from 306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029800-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjmpdu
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scorzonera wendelboi Rech.fil."
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121090-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwe7z6
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.13_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Draba macounii O.E.Schulz"
 ]
}

 The dataset includes 40 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051001-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2822902/2371426
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.d75pgt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes stenoscleros Schltr."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007278-230530130749713/datasets/export for details.
DOI: 10.15468/dl.fxykzh
title: Occurrence Download

description: A dataset containing 36893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-32.79979 38.85152,-24.64861 34.72798,-16.78511 30.02906,-10.36006 30.70033,-2.11298 32.90595,4.69566 37.22128,10.92891 37.41307,15.14835 35.68694,21.8611 40.86534,26.7518 46.9068,18.90286 64.85096,11.99833 68.20733,-6.12607 63.892,-19.26386 54.20647,-32.68934 44.61684,-32.79979 38.85152))",
 "TaxonKey is Glyceria declinata Bréb."
 ]
}

 The dataset includes 36893 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012306-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15512355
title: Automated Road Surface Classification in OpenStreetMap Using MaskCNN and Aerial Imagery

description: The classification of road surfaces using OpenStreetMap (OSM) is important for a range of practical applications, such as navigation, urban planning, and infrastructure analysis. However, road surface tags in OSM are frequently missing or incorrect, requiring automated approaches for wide-spread verification and classification. In this work, a machine learning methodology, using the National Agriculture Imagery Program (NAIP) aerial imagery is introduced for road surface classification based on categories such as asphalt, concrete, gravel, and dirt. We used a MaskCNN-based model to include segmentation masks to boost the feature extraction and enhance the classification accuracy. This includes pre-processing of data, color analysis of image content, hierarchical loss functions, and calibration of models for robustness towards different image quality and environmental changes. The training and evaluation process was performed via PyTorch Lightning, where accuracy, precision, recall, and confusion matrices were used to evaluate the models. The results show that the proposed method significantly improves the classification accuracy of road surfaces compared with traditional classification methods. The model proposed here achieved an accuracy of 92.3% with a performance better than that of the SVM Classifier (81.2%), Random Forest (83.7%), and U-Net (89.6%) (from other works). The results hint at plausible use cases in automated OSM data validation, routing efficiency and traffic planning. Further work will involve implementing this model in Java OpenStreetMap editor and adapting it to different areas of the world.
DOI: 10.5281/zenodo.15512356
title: Automated Road Surface Classification in OpenStreetMap Using MaskCNN and Aerial Imagery

description: The classification of road surfaces using OpenStreetMap (OSM) is important for a range of practical applications, such as navigation, urban planning, and infrastructure analysis. However, road surface tags in OSM are frequently missing or incorrect, requiring automated approaches for wide-spread verification and classification. In this work, a machine learning methodology, using the National Agriculture Imagery Program (NAIP) aerial imagery is introduced for road surface classification based on categories such as asphalt, concrete, gravel, and dirt. We used a MaskCNN-based model to include segmentation masks to boost the feature extraction and enhance the classification accuracy. This includes pre-processing of data, color analysis of image content, hierarchical loss functions, and calibration of models for robustness towards different image quality and environmental changes. The training and evaluation process was performed via PyTorch Lightning, where accuracy, precision, recall, and confusion matrices were used to evaluate the models. The results show that the proposed method significantly improves the classification accuracy of road surfaces compared with traditional classification methods. The model proposed here achieved an accuracy of 92.3% with a performance better than that of the SVM Classifier (81.2%), Random Forest (83.7%), and U-Net (89.6%) (from other works). The results hint at plausible use cases in automated OSM data validation, routing efficiency and traffic planning. Further work will involve implementing this model in Java OpenStreetMap editor and adapting it to different areas of the world.
DOI: 10.48580/d3pqs.v80
title: Review of the millipede genus Yasud aty l a Shear & Tsurusaki, 1995 new to the fauna of Russia, with description of new species from the Kurile Islands (Diplopoda, Chordeumatida, Conotylidae)
DOI: 10.48580/d3pqt.v80
title: A new species of the palaemonid shrimp genus Palaemonella Dana, 1852 (Crustacea: Decapoda: Caridea) from Okinawa Island, Ryukyu Islands, Japan
DOI: 10.48580/d3pqy.v80
title: The tadpole of Physalaemus fuscomaculatus (Anura: Leptodactylidae), with a description of internal oral morphology
DOI: 10.48580/d3pr4.v85
title: The Giant Pill-Millipedes of Nepal (Diplopoda, Sphaerotheriida, Zephroniidae) *
DOI: 10.48580/d3pql.v87
title: Two new species of Medetera Fischer von Waldheim (Diptera, Dolichopodidae) from Russia and Mongolia
DOI: 10.48580/d3pqp.v78
title: Hemitriakis indroyonoi sp. nov., a new species of houndshark from Indonesia (Carcharhiniformes: Triakidae)
DOI: 10.48580/d3pqg.v82
title: A new species of Leuctridae discovered by means of molecular and biochemical approaches: Tyrrhenoleuctra antoninoi n. sp. (Insecta: Plecoptera)
DOI: 10.48580/d3pqh.v89
title: A new species of Hyponephele Muschamp, 1915 from Tajikistan (Lepidoptera: Satyridae)
DOI: 10.48580/d3pqj.v81
title: Redescription of Anovia circumclusa (Gorham) (Coleoptera: Coccinellidae: Noviini), with first description of the egg, larva, and pupa, and notes on adult intraspecific elytral pattern variation