cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.knc6ad
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.05617 -37.92041,-71.82655 -38.15771,-71.44217 -38.2478,-71.16092 -37.90942,-71.45192 -37.50842,-71.88382 -37.45459,-72.26175 -37.56006,-72.05617 -37.92041))",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "IucnRedListCategory is EN",
 "IucnRedListCategory is VU"
 ]
 }
 ]
}

 The dataset includes 258 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0345550-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axr8t4
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Microcebus griseorufus Kollman, 1910)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 117 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077031-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7gfkf
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bembidion modestum (Fabricius, 1801)",
 "Country is one of (Switzerland)"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0345569-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nv625g
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sorex camtschatica Yudin, 1972, Sorex camischaticus Yudin, 1972)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077036-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crmsm3
title: Occurrence Download

description: A dataset containing 15293 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solenopsis invicta Buren, 1972"
 ]
}

 The dataset includes 15293 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003295-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gahc2u
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Raphicerus melanotis (Thunberg, 1811)"
 ]
}

 The dataset includes 285 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077027-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvfsx9
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gnaptor boryi"
 ]
}

 The dataset includes 78 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003303-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw2exy
title: Occurrence Download

description: A dataset containing 46988 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 Phylloscopus bonelli (Vieillot, 1819)"
 ]
}

 The dataset includes 46988 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077025-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4t8sr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepilemur betsileo Louis Jr., Engberg, Lei, Geng, Sommer, Randriamampionona, Randriamanana, Zaonarivelo et al., 2006)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077039-230224095556074/datasets/export for details.
DOI: 10.15468/dl.wfmcn6
title: Occurrence Download

description: A dataset containing 155431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polypodium vulgare L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 155431 records from 456 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249950-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7gy8q
title: Occurrence Download

description: A dataset containing 7920 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sinfonevada: Dataset of Floristic diversity in Sierra Nevada forest (SE Spain)"
 ]
}

 The dataset includes 7920 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036104-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbwpch
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pterygoplichthys disjunctivus (Weber, 1991)"
 ]
}

 The dataset includes 76 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097779-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqdhr8
title: Occurrence Download

description: A dataset containing 4629 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 4629 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072604-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4cw9k
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera leo (Linnaeus, 1758)"
 ]
}

 The dataset includes 604 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060849-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbhear
title: Occurrence Download

description: A dataset containing 16371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex curvula All.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16371 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097419-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atyjcu
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.44553 36.92744,-5.13016 36.92744,-5.13016 37.94505,-7.44553 37.94505,-7.44553 36.92744))",
 "HasCoordinate is true",
 "TaxonKey is Osyris alba L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 458 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077171-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r7t6r
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "Geometry POLYGON((-90.14653 14.51447,-90.50691 14.33323,-90.23733 14.11178,-89.76575 14.10334,-89.68597 14.46883,-90.14653 14.51447))",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta",
 "Year 2000-2023"
 ]
}

 The dataset includes 226 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003419-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.362j9z
title: Occurrence Download

description: A dataset containing 6075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Blastocladiomycota"
 ]
}

 The dataset includes 6075 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168098-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.854m8w
title: Occurrence Download

description: A dataset containing 7833135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7833135 records from 2724 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060818-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnpuz5
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allocnemis pauli, Allocnemis, Allocnemis subnodalis, Allocnemis superba, Allocnemis vicki, Allocnemis wittei, Allolestes, Allolestes maclachlanii, Allorhizucha, Allorrhizucha, Amanipodagrion, Amanipodagrion gilliesi, Amphiagrion, Amphiagrion saucium, Anaciaeschna, Anaciaeschna triangulifera, Anaxyleborus, Anax bangweuluensis, Anax chloromelas, Anax congoliath, Anax ephippiger, Anax gladiator, Anax guttatus, Anax imperator, Anax junius, Anax mandrakae, Anax parthenope, Anax rutherfordi, Anax speratus, Anax tristis, Anax tumorifer, Anisoptera, Archaeophlebia, Archaeophlebia martini, Argiagrion, Atoconeura, Atoconeura aethiopica, Atoconeura biordinata, Atoconeura eudoxia, Atoconeura kenya, Atoconeura luxata, Atoconeura pseudeudoxia, Austroaeschna, Austroaeschna tasmanica, Azuragrion, Azuragrion buchholzi, Azuragrion kauderni, Azuragrion nigridorsum, Azuragrion somalicum, Azuragrion vansomereni, Boyeria, Boyeria irene, Boyeria vinosa, Brachythemis, Brachythemis impartita, Brachythemis lacustris, Brachythemis leucosticta, Brachythemis wilsoni, Bradinopyga, Bradinopyga cornuta, Bradinopyga strachani, Caliaeschna, Caliaeschna microstigma, Calophlebia, Calophlebia interposita, Calophlebia karschi, Calopteryx, Calopteryx exul, Calopteryx haemorrhoidalis, Calopteryx maculata, Calopteryx virgo, Ceratogomphus, Ceratogomphus pictus, Ceratogomphus triceraticus, Ceriagrion, Ceriagrion annulatum, Ceriagrion auritum, Ceriagrion bakeri, Ceriagrion banditum, Ceriagrion citrinum, Ceriagrion corallinum, Ceriagrion glabrum, Ceriagrion ignitum, Ceriagrion junceum, Ceriagrion katamborae, Ceriagrion kordofanicum, Ceriagrion mourae, Ceriagrion nigrolineatum, Ceriagrion obfuscans, Ceriagrion oblongulum, Ceriagrion platystigma, Ceriagrion rubellocerinum, Ceriagrion sakejii, Ceriagrion, Ceriagrion suave, Ceriagrion tenellum, Ceriagrion tricrenaticeps, Ceriagrion varians, Ceriagrion whellani, Chalcolestes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-23.6874 16.958,-24.4615 17.1985,-24.6665 17.5286,-25.0075 17.6984,-25.6349 17.4955,-25.8608 17.0483,-25.642 16.5416,-24.4834 16.006,-23.7746 16.1142,-23.5201 16.4576,-23.6874 16.958))"
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038269-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17069342
title: Vacancy diffusion barrier dataset for NNK model

description: This data repository contains the data for training the neural network model in the following paper.

Xing, B., Rupert, T. J., Pan, X., & Cao, P. (2024). Neural network kinetics for exploring diffusion multiplicity and chemical ordering in compositionally complex materials. Nature Communications, 15(1), 3879.

The repository has the following directories:

 

material_models:This directory consists 46 DUMP format files representing 46 distinct atomistic models. The compositions are listed in the text file "dirnames.txt". These compositions are used for preparing dataset for training ml models including on-lattice representation of local atomistic configuration and corresponding diffusion barrier from NEB calculation. The "data" folder contains on-lattice representations and the "labels" folder contains the diffusion barriers.

data:This directory consists of 46 NPY format files, each of which corresponds to the on-lattice representations of local atomistic configurations from one composition. Each NPY file contains a four-dimensional matrix which serves as the input to ml models. The matrix dimension is 16000x9x9x9, containing 16000 on-lattice representations of distinct local atomistic configurations, each of which has the dimension of 9x9x9. The file name takes the format as *.npy, where the asterisk denotes the index of composition. The compositions are listed in the text file named as "dirnames.txt".

labels:This directory consists of 46 NPY format files, each of which corresponds to the diffusion barriers from one composition. The 46 compositions are listed in the text file named as "dirnames.txt". Each NPY file contains a vector with 16,000 barriers corresponding to 16,000 on-lattice representations from the "data" folder. For example, "0.npy" in the "labels" folder consists the labels (diffusion barriers) corresponding to on-lattice representations from "0.npy" in the "data" folder.

scripts:This directory consists of scripts for generating on-lattice representations of local atomistic configurations.
DOI: 10.5281/zenodo.17069341
title: Vacancy diffusion barrier dataset for NNK model

description: This data repository contains the data for training the neural network model in the following paper.

Xing, B., Rupert, T. J., Pan, X., & Cao, P. (2024). Neural network kinetics for exploring diffusion multiplicity and chemical ordering in compositionally complex materials. Nature Communications, 15(1), 3879.

The repository has the following directories:

 

material_models:This directory consists 46 DUMP format files representing 46 distinct atomistic models. The compositions are listed in the text file "dirnames.txt". These compositions are used for preparing dataset for training ml models including on-lattice representation of local atomistic configuration and corresponding diffusion barrier from NEB calculation. The "data" folder contains on-lattice representations and the "labels" folder contains the diffusion barriers.

data:This directory consists of 46 NPY format files, each of which corresponds to the on-lattice representations of local atomistic configurations from one composition. Each NPY file contains a four-dimensional matrix which serves as the input to ml models. The matrix dimension is 16000x9x9x9, containing 16000 on-lattice representations of distinct local atomistic configurations, each of which has the dimension of 9x9x9. The file name takes the format as *.npy, where the asterisk denotes the index of composition. The compositions are listed in the text file named as "dirnames.txt".

labels:This directory consists of 46 NPY format files, each of which corresponds to the diffusion barriers from one composition. The 46 compositions are listed in the text file named as "dirnames.txt". Each NPY file contains a vector with 16,000 barriers corresponding to 16,000 on-lattice representations from the "data" folder. For example, "0.npy" in the "labels" folder consists the labels (diffusion barriers) corresponding to on-lattice representations from "0.npy" in the "data" folder.

scripts:This directory consists of scripts for generating on-lattice representations of local atomistic configurations.
DOI: 10.15468/dl.q5ysva
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudoplatystoma punctifer)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 134 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038270-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w43rc5
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dracocephalum moldavica",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038271-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2ng9u
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dracocephalum moldavica",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038272-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qat9cj
title: Occurrence Download

description: A dataset containing 88368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonicera japonica"
 ]
}

 The dataset includes 88368 records from 971 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038162-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrb7wm
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Uvaria schefferi"
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038275-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fmnhd
title: Occurrence Download

description: A dataset containing 29164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonicera involucrata"
 ]
}

 The dataset includes 29164 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038273-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgx4nt
title: Occurrence Download

description: A dataset containing 45912 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonicera maackii"
 ]
}

 The dataset includes 45912 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038274-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.