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

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sisyrinchium papillosum R.C.Foster"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134982-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnbdgw
title: Occurrence Download

description: A dataset containing 1821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera onca (Linnaeus, 1758)",
 "Year 2000-2022"
 ]
}

 The dataset includes 1821 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122960-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nm4hsx
title: Occurrence Download

description: A dataset containing 9035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centranthus angustifolius (Mill.) DC., Centromerita bicolor (Blackwall, 1833))",
 "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 9035 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0314788-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvec7s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnosporangium bethelii F.Kern",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0395109-210914110416597/datasets/export for details.
DOI: 10.25549/pcra-c14-231953
title: COGIC, Department of Women, leadership conference syllabus, "Women in the ministry", 1997

description: [description english/roman)] Church of God in Christ (COGIC), Department of Women, leadership conference syllabus, "Women in the ministry", Houston, Texas, 1997 January 7-9.
DOI: 10.15468/dl.8n5ye5
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciaphila secundiflora Thwaites ex Benth."
 ]
}

 The dataset includes 114 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119028-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nbkdt
title: Occurrence Download

description: A dataset containing 68139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centaurium pulchellum (Sw.) Druce, Centranthus ruber (L.) DC., Centromerus incilium (L.Koch, 1881))",
 "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 68139 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0314786-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-231862
title: COGIC, Department of Women, leadership conference syllabus, 1997

description: [description english/roman)] Church of God in Christ (COGIC), Department of Women, leadership conference syllabus, "Empowering the church for worldwide ministry", Houston, Texas, 1997 January 7-9.
DOI: 10.15468/dl.cq47d9
title: Occurrence Download

description: A dataset containing 1078 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vampyressa thyone Thomas, 1909"
 ]
}

 The dataset includes 1078 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0351548-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjgk32
title: Occurrence Download

description: A dataset containing 698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is Guerrero (State)"
 ]
}

 The dataset includes 698 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134930-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-232107
title: Saintsville COGIC neophite handbook, 1989

description: [description english/roman)] Saintsville COGIC [Church of God in Christ (COGIC)] neophite handbook, 1st ed., 1989 September.
DOI: 10.15468/dl.e34752
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinoptera javanica Müller & Henle, 1841"
 ]
}

 The dataset includes 125 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0403028-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8252370
title: Kuopio Tomography Challenge 2023 open electrical impedance tomographic dataset (KTC 2023)

description: This dataset is primarily designed for the Kuopio Tomography Challenge 2023 (KTC 2023), but it can be used for generic algorithm research and development in 2D Electric Impedance Tomography (EIT) image reconstruction. The purpose of KTC 2023 is to develop algorithms for electric impedance tomography image reconstruction with limited data. The dataset contains electric impedance tomography data collected from phantoms made up of a cylindrical water chamber with inclusions of varying shapes and sizes present. The data consists of electrical measurements collected using electrodes placed at the chamber boundary, i.e. the values of electric current injected between two electrodes at a time, and the resulting voltages between adjacent electrode pairs. The data has been stored in the MATLAB .mat format. The currently available dataset contains data measured from five training phantoms. These are designed to facilitate algorithm development and benchmarking for the challenge itself. Four of the training phantoms contained inclusions, which were either resistive or conductive in comparison to the water in the imaging chamber. The fifth training phantom was the imaging chamber filled with only water. We encourage subsampling these datasets to create limited datasets and comparing the reconstruction results to the ground truth obtainable from the full electrode data. The actual challenge data will be arranged into seven different difficulty levels, labeled 1-7, with each level containing three different phantoms, labeled A-C. As the difficulty level increases, the number of inclusions increases and their shapes become increasingly complex. Furthermore, the measurement data is made more limited by removing measurements collected by some of the electrodes. At each difficulty level above level 1, the data collected from two of the boundary electrodes is removed. To illustrate a solution to the KTC2023, we have included a simple example reconstruction algorithm, and a Finite Element Method based forward solver used by the reconstruction algorithm. These are provided as both Matlab and Python codes. The reconstructions were computed using linearized difference imaging, and the resulting (EIT) images were then segmented using Otsu's method. The competitors do not need to follow the above procedure, and are encouraged to explore various image reconstruction and segmentation techniques. The full data for all the test phantoms will be released after the Kuopio Tomography Challenge 2023 has ended. All measurements were conducted at the Process Tomography Laboratory at the University of Eastern Finland.
DOI: 10.25549/pcra-c14-232439
title: Annual Holy Convocation, COGIC (94th: 2001), educational institute training manual

description: [description english/roman)] 94th Annual Holy Convocation, Church of God in Christ (COGIC), educational institute training manual, "The old path in the new millennium", Memphis, Tennessee, 2001 November 7-10.
DOI: 10.15468/dl.4puuup
title: Occurrence Download

description: A dataset containing 1786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Year 2023-2023"
 ]
}

 The dataset includes 1786 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134931-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tphm9v
title: Occurrence Download

description: A dataset containing 3096 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus zarhynchus Merriam, 1898"
 ]
}

 The dataset includes 3096 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0351555-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8awq8
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vidua wilsoni (Hartert, 1901)"
 ]
}

 The dataset includes 588 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0405250-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10418802
title: Kuopio Tomography Challenge 2023 open electrical impedance tomographic dataset (KTC 2023)

description: This dataset is primarily designed for the Kuopio Tomography Challenge 2023 (KTC 2023), but it can be used for generic algorithm research and development in 2D Electric Impedance Tomography (EIT) image reconstruction. The purpose of KTC 2023 is to develop algorithms for electric impedance tomography image reconstruction with limited data.

The dataset contains electric impedance tomography data collected from phantoms made up of a cylindrical water chamber with inclusions of varying shapes and sizes present. The data consists of electrical measurements collected using electrodes placed at the chamber boundary, i.e. the values of electric current injected between two electrodes at a time, and the resulting voltages between adjacent electrode pairs. The data has been stored in the MATLAB .mat format.

The training dataset contains data measured from five training phantoms. These are designed to facilitate algorithm development and benchmarking for the challenge itself. Four of the training phantoms contained inclusions, which were either resistive or conductive in comparison to the water in the imaging chamber. The fifth training phantom was the imaging chamber filled with only water. We encourage subsampling these datasets to create limited datasets and comparing the reconstruction results to the ground truth obtainable from the full electrode data.

The actual challenge data is arranged into seven different difficulty levels, labeled 1-7, with each level containing three different phantoms, labeled A-C. As the difficulty level increases, the number of inclusions increases and their shapes become increasingly complex. Furthermore, the measurement data is made more limited by removing measurements collected by some of the electrodes. At each difficulty level above level 1, the data collected from two of the boundary electrodes is removed.

To illustrate a solution to the KTC2023, we have included a simple example reconstruction algorithm, and a Finite Element Method based forward solver used by the reconstruction algorithm. These are provided as both Matlab and Python codes. The reconstructions were computed using linearized difference imaging, and the resulting (EIT) images were then segmented using Otsu's method.

The competitors do not need to follow the above procedure, and are encouraged to explore various image reconstruction and segmentation techniques.

The full data for all the test phantoms will be released after the Kuopio Tomography Challenge 2023 has ended. This data has now been added to this dataset as EvaluationData.zip.

All measurements were conducted at the Process Tomography Laboratory at the University of Eastern Finland.
DOI: 10.15468/dl.ztgmz7
title: Occurrence Download

description: A dataset containing 31033260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 31033260 records from 1517 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030015-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nua2vb
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ailuropoda melanoleuca (David, 1869)"
 ]
}

 The dataset includes 262 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056761-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8j7vgx
title: Occurrence Download

description: A dataset containing 690337 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Portugal",
 "Country is France"
 ]
 },
 "TaxonKey is Quercus suber L."
 ]
}

 The dataset includes 690337 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176852-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsxhnk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is one of (Global Register of Introduced and Invasive Species - Little Cayman, Cayman Islands, Global Register of Introduced and Invasive Species - Bokak Atoll, Marshall Islands, Global Register of Introduced and Invasive Species - Jabat Island, Marshall Islands, Global Register of Introduced and Invasive Species - Erikub Atoll, Marshall Islands, Protected Areas - Global Register of Introduced and Invasive Species - Hawane Nature Reserve and Dam, Eswatini, Protected Areas - Global Register of Introduced and Invasive Species - Recif Special Reserve, Seychelles, Global Register of Introduced and Invasive Species- San Marino, Protected Areas - Global Register of Introduced and Invasive Species - Lake Nabugabo Wetland System, Uganda, Global Register of Introduced and Invasive Species – Clipperton Island, France, Global Register of Introduced and Invasive Species - Bikar Atoll, Marshall Islands, Protected Areas - Global Register of Introduced and Invasive Species - African Banks, Seychelles)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056764-240506114902167/datasets/export for details.
DOI: 10.15468/dl.kzwajx
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asaccus griseonotus Dixon & Anderson, 1973"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032842-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkfcw6
title: Occurrence Download

description: A dataset containing 6760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cygnus olor (J.F.Gmelin, 1789)",
 "Year 2011-2018"
 ]
}

 The dataset includes 6760 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172123-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd768r
title: Occurrence Download

description: A dataset containing 18008 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picea glauca (Moench) Voss"
 ]
}

 The dataset includes 18008 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267895-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxmdwy
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Centrolene geckoideum Jiménez de la Espada, 1872"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0342181-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv28wq
title: Occurrence Download

description: A dataset containing 1120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diadasia lutzi Cockerell, 1924"
 ]
}

 The dataset includes 1120 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172117-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwcw63
title: Occurrence Download

description: A dataset containing 1543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epomophorus crypturus Peters, 1852"
 ]
}

 The dataset includes 1543 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267898-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn4jd5
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ailuropoda melanoleuca (David, 1869)"
 ]
}

 The dataset includes 262 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056765-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nc5pp
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stipa himalaica Roshev."
 ]
}

 The dataset includes 238 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144855-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eptj8f
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astenus chloroticus (Sharp, 1874)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0311112-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cd68m5
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triodanis leptocarpa (Nutt.) Nieuwl.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 260 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269145-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37drtj
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dioscorea decipiens Hook.f."
 ]
}

 The dataset includes 247 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045205-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.