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

description: A dataset containing 12050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen, Occurrence evidence)",
 "Geometry POLYGON((79.73411 35.21509,80.21207 33.34448,80.95518 32.05763,81.99192 31.11613,83.01689 30.37986,84.03635 29.95515,84.86492 29.4363,85.47007 29.25339,89.14678 28.46061,91.25824 29.11429,91.61112 29.86008,91.77137 30.47256,91.93163 31.05704,92.27654 32.03453,92.83543 32.80111,93.32493 33.44453,93.70325 33.81441,94.02529 33.9634,94.42696 34.46279,94.84778 34.51781,95.28118 34.75237,96.16984 35.02834,96.579 35.11036,97.44701 35.18981,97.96547 36.13818,97.54072 36.86646,95.51364 36.99275,94.94836 36.91199,94.00435 36.66979,93.15467 36.46329,91.926 36.18108,91.50213 35.96567,90.76876 35.61599,89.7999 35.34354,89.22452 35.31326,88.27642 35.16556,87.65058 34.96367,86.8336 34.96377,86.22794 34.78207,85.58191 34.68113,84.80503 34.62075,83.54063 34.62953,79.73411 35.21509))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 1000-2023"
 ]
}

 The dataset includes 12050 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124935-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-141741
title: When God makes a pastor, 1934

description: [description english/roman)] William F.P. Burton's biography of Elias Letwaba an indigenous African leader in South Africa [145 pages].
DOI: 10.15468/dl.kn6v69
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-86.98403 33.73261,-81.06956 33.69195,-78.62556 37.38961,-82.63372 37.35076,-86.98403 33.73261))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pleurobema oviforme (Conrad, 1834)"
 ]
}

 The dataset includes 175 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089490-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkqaev
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Côte d’Ivoire",
 "TaxonKey is Pericopsis elata (Harms) Meeuwen"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004928-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-141689
title: When God makes a pastor, 1934

description: [description english/roman)] William F.P. Burton's biography of Elias Letwaba an indigenous African leader in South Africa [145 pages].
DOI: 10.15468/dl.kwzzzr
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spermophilus dauricus Brandt, 1843"
 ]
}

 The dataset includes 289 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037903-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngsvst
title: Occurrence Download

description: A dataset containing 1741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sparganium americanum Nutt."
 ]
}

 The dataset includes 1741 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089501-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-141764
title: When God makes a pastor, 1934

description: [description english/roman)] William F.P. Burton's biography of Elias Letwaba an indigenous African leader in South Africa [145 pages].
DOI: 10.15468/dl.v5dccm
title: Occurrence Download

description: A dataset containing 801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters is less than or equal to 1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Streptopelia decaocto decaocto"
 ]
}

 The dataset includes 801 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056008-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-141530
title: When God makes a missionary: being the life story of Edgar Mahon, 1936

description: [description english/roman)] William F.P. Burton's biography of Edgar Mahon who worked as a missionary in South Africa [147 pages].
DOI: 10.15468/dl.478qfv
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medicago hypogaea E.Small"
 ]
}

 The dataset includes 123 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033903-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wq2fyw
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ancinus panamensis Glynn & Glynn, 1974"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112819-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-140166
title: Renewal, no. 92 (Apr./May 1981)

description: [description english/roman)] Renewal, no. 92 (Apr./May 1981). Published six times per year.
DOI: 10.15468/dl.j869te
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gadella imberbis (Vaillant, 1888)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 377 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078327-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdpn73
title: Occurrence Download

description: A dataset containing 99732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus cerasifera Ehrh."
 ]
}

 The dataset includes 99732 records from 596 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010780-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ylnfsa
title: Occurrence Download

description: A dataset containing 3011 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catálogos florísticos de México por entidad federativa e información etnobotánica de la Colección del Herbario Nacional Biól. Luciano Vela Gálvez (INIF)"
 ]
}

 The dataset includes 3011 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032024-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aofvai
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orchidaceae",
 "Country is Spain",
 "Geometry POLYGON((-8.800048 43.476840,-8.800048 42.658201,-7.646484 42.658201,-7.646484 43.476840,-8.800048 43.476840))"
 ]
}

 The dataset includes 73 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002542-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fh67c
title: Occurrence Download

description: A dataset containing 10595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinguicula alpina 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 10595 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002061-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ko8th6
title: Occurrence Download

description: A dataset containing 3527 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventario florístico y base de datos de la Reserva Ecológica Sierra de San Juan, Nayarit, México"
 ]
}

 The dataset includes 3527 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032027-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8xilg
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micrurus browni Schmidt & Smith, 1943"
 ]
}

 The dataset includes 180 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002542-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mteypb
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Geometry POLYGON((65.44374 3.99019,91.00165 3.99019,91.00165 22.01815,65.44374 22.01815,65.44374 3.99019))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EX"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168843-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5bfxj
title: Occurrence Download

description: A dataset containing 178861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetrao urogallus Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 178861 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002019-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bflkkl
title: Occurrence Download

description: A dataset containing 197126 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UAM Herbarium (ALA), Vascular Plant Collection (Arctos)"
 ]
}

 The dataset includes 197126 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032028-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kiwc62
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Oxynotus caribbaeus Cervigón, 1961"
 ]
}

 The dataset includes 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002542-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rht7c0
title: Occurrence Download

description: A dataset containing 129178 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DAV UC Davis Center for Plant Diversity"
 ]
}

 The dataset includes 129178 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032030-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq929k
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notoryctes caurinus Thomas, 1920"
 ]
}

 The dataset includes 38 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002008-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjmvnu
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orchidaceae",
 "Country is Spain",
 "Geometry POLYGON((-8.800048 43.476840,-8.800048 42.658201,-7.646484 42.658201,-7.646484 43.476840,-8.800048 43.476840))"
 ]
}

 The dataset includes 73 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002543-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iwpcmy
title: Occurrence Download

description: A dataset containing 449 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is KNWR Herbarium Collection"
 ]
}

 The dataset includes 449 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032032-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eanc8m
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium anzalonei Brullo, Pavone & Salmeri"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002009-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujiecj
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea panthaica Prain & Burkill"
 ]
}

 The dataset includes 150 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002544-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.isxis6
title: Occurrence Download

description: A dataset containing 183585 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Vascular Plant Collection - University of Washington Herbarium (WTU)"
 ]
}

 The dataset includes 183585 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032033-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8s5ze
title: Occurrence Download

description: A dataset containing 50469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "DatasetKey is one of (Waarnemingen.be - Non-native animal occurrences in Flanders and the Brussels Capital Region, Belgium, iNaturalist Research-grade Observations, DEMNA-DNE : Early warning system on Introduced Species in Wallonia, Observations.be - Non-native species occurrences in Wallonia, Belgium, RATO - daily operations commissioned by the province East Flanders, Belgium, International Barcode of Life project (iBOL), INSDC Sequences, VMM - Rat control occurrences in Flanders, Belgium, naturgucker)",
 "TaxonKey is Vespa velutina Lepeletier, 1836"
 ]
}

 The dataset includes 50469 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038313-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzkz3u
title: Occurrence Download

description: A dataset containing 619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diceros bicornis (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 619 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002545-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58nmhh
title: Occurrence Download

description: A dataset containing 40164 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Bangladesh"
 ]
}

 The dataset includes 40164 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032047-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cc24nq
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes frigida Luer"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168845-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctuzka
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ogilbia sedorae Møller, Schwarzhans & Nielsen, 2005"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002545-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kq6h8x
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoraja caerulea (Stehmann, 1976)"
 ]
}

 The dataset includes 116 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002025-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xll3un
title: Occurrence Download

description: A dataset containing 2933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puma concolor (Linnaeus, 1771)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((140.27 -79.33,140.27 80.85,-138.87 80.85,-138.87 -79.33,140.27 -79.33))"
 ]
}

 The dataset includes 2933 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032050-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6b5han
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium archeotrichon Brullo, Pavone & Salmeri"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002020-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iqlj34
title: Occurrence Download

description: A dataset containing 11562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Buteo brachyurus Vieillot, 1816"
 ]
}

 The dataset includes 11562 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002545-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10958418
title: NNXRD-mfraction datasets

description: Datasets from "Neural networks for rapid phase quantification of Cultural Heritage X-ray powder diffraction data" needed to run the codes at: https://github.com/polinev/NNXRD-mfraction.

Some more information regarding the files:



 Mock-up:



rep-6_layer_0_0002_powder_short-iback_clean_corr_new.h5 = sample file with all XRD patterns pretreated

dataset_mockup_rep6.pickle = dataset for neural network training

best_val_loss_model_pp/h_mockup_rep6 = best model after NN training

mockup_rep6_rebuilt.pickle = XRD patterns rebuilt from predictions

REP6_seq_topas.h5 = data treated with serial Rietveld refinement



Historical sample:



S2018_157_sinogram_layer02_XRD_powder_pack_half1_short-iback_clean.h5 = data pretreated

S2018_157_sinogram_layer02_XRD_powder_pack_half1-back_clean_corr_mask.h5 = other sample file that contains metadata used in the code (mask and contour)

dataset_historical_sample_S157.pickle = dataset for NN training

best_val_loss_model_pp/h_article.h5 = best model after NN training

patterns_rebuilt_S157.pickle = XRD patterns rebuilt from predictions
DOI: 10.5281/zenodo.10958419
title: NNXRD-mfraction datasets

description: Datasets from "Neural networks for rapid phase quantification of Cultural Heritage X-ray powder diffraction data" needed to run the codes at: https://github.com/polinev/NNXRD-mfraction.

Some more information regarding the files:



 Mock-up:



rep-6_layer_0_0002_powder_short-iback_clean_corr_new.h5 = sample file with all XRD patterns pretreated

dataset_mockup_rep6.pickle = dataset for neural network training

best_val_loss_model_pp/h_mockup_rep6 = best model after NN training

mockup_rep6_rebuilt.pickle = XRD patterns rebuilt from predictions

REP6_seq_topas.h5 = data treated with serial Rietveld refinement



Historical sample:



S2018_157_sinogram_layer02_XRD_powder_pack_half1_short-iback_clean.h5 = data pretreated

S2018_157_sinogram_layer02_XRD_powder_pack_half1-back_clean_corr_mask.h5 = other sample file that contains metadata used in the code (mask and contour)

dataset_historical_sample_S157.pickle = dataset for NN training

best_val_loss_model_pp/h_article.h5 = best model after NN training

patterns_rebuilt_S157.pickle = XRD patterns rebuilt from predictions
DOI: 10.15468/dl.q8gewg
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laphamia parryi (A.Gray) Benth. & Hook.fil."
 ]
}

 The dataset includes 217 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168844-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.