cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bpbpv7
title: Occurrence Download

description: A dataset containing 2086241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mergus merganser, Mergus serrator, Mimus polyglottos, Mniotilta varia, Molothrus ater)",
 "Country is Canada",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-84.76571 41.22334, -58.93394 41.22334, -58.93394 49.85477, -84.76571 49.85477, -84.76571 41.22334))",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 2086241 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015791-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brccj7
title: Occurrence Download

description: A dataset containing 7477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Month is July",
 "OccurrenceStatus is Present",
 "TaxonKey is Aglais io",
 "Year is 2010"
 ]
}

 The dataset includes 7477 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015817-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7u3gq
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolene venezuelense"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015818-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.7f9jj0t0
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (173 records)
DOI: 10.5281/zenodo.17664109
title: Cleaned EdNet-KT3 Learner Interaction Dataset (K3_clean, v1.1)

description: This dataset is a cleaned and preprocessed version of the EdNet KT3 interactions dataset used in the IKRAE (Intelligent Knowledge-based Recommendation for Adaptive Education) framework. The file consolidates the essential learner interaction logs (item_id, user responses, timestamps) required for building learning objects, statistical models, and prerequisite graphs.

Recommended Citation:Abdelkarim, Aziz. (2025). IKRAE Clean EdNet-KT3 Dataset (K3_clean, v1.0) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17664110
DOI: 10.5281/zenodo.17764129
title: Cleaned EdNet-KT3 Learner Interaction Dataset (K3_clean, v1.1)

description: This dataset is a cleaned and preprocessed version of the EdNet KT3 interactions dataset used in the IKRAE (Intelligent Knowledge-based Recommendation for Adaptive Education) framework. The file consolidates the essential learner interaction logs (item_id, user responses, timestamps) required for building learning objects, statistical models, and prerequisite graphs.

Recommended Citation:Abdelkarim, Aziz. (2025). IKRAE Clean EdNet-KT3 Dataset (K3_clean, v1.0) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17664110
DOI: 10.15468/dl.zdj5pu
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.50078 36.30682,-53.35815 36.30682,-53.35815 47.55682,-81.50078 47.55682,-81.50078 36.30682))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dasysiphonia japonica"
 ]
}

 The dataset includes 357 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015819-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzh9pb
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charadrahyla chaneque"
 ]
}

 The dataset includes 117 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015820-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7sftv
title: Occurrence Download

description: A dataset containing 2322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Branta canadensis, Branta leucopsis, Anser caerulescens, Anser anser, Cygnus olor, Alopochen aegyptiaca, Aix galericulata, Mareca strepera, Anas platyrhynchos, Netta rufina, Oxyura jamaicensis, Tetrao urogallus, Perdix perdix, Chrysolophus pictus, Chrysolophus amherstiae, Phasianus colchicus, Alectoris rufa, Columba livia, Astur, Milvus milvus, Haliaeetus albicilla, Athene noctua, Psittacula krameri)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is True",
 "Year is 2018",
 "Geometry POLYGON ((-8.64999567480067 49.864792602711866, 2.3459774990209343 49.864792602711866, 2.3459774990209343 60.86076577653347, -8.64999567480067 60.86076577653347, -8.64999567480067 49.864792602711866))"
 ]
}

 The dataset includes 2322 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015821-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vczp7z
title: Occurrence Download

description: A dataset containing 8548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Branta canadensis, Branta leucopsis, Anser caerulescens, Anser anser, Cygnus olor, Alopochen aegyptiaca, Aix galericulata, Mareca strepera, Anas platyrhynchos, Netta rufina, Oxyura jamaicensis, Tetrao urogallus, Perdix perdix, Chrysolophus pictus, Chrysolophus amherstiae, Phasianus colchicus, Alectoris rufa, Columba livia, Astur, Milvus milvus, Haliaeetus albicilla, Athene noctua, Psittacula krameri)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is True",
 "Year is 2020",
 "Geometry POLYGON ((-8.64999567480067 49.864792602711866, 2.3459774990209343 49.864792602711866, 2.3459774990209343 60.86076577653347, -8.64999567480067 60.86076577653347, -8.64999567480067 49.864792602711866))"
 ]
}

 The dataset includes 8548 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015823-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npttuk
title: Occurrence Download

description: A dataset containing 6207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Branta canadensis, Branta leucopsis, Anser caerulescens, Anser anser, Cygnus olor, Alopochen aegyptiaca, Aix galericulata, Mareca strepera, Anas platyrhynchos, Netta rufina, Oxyura jamaicensis, Tetrao urogallus, Perdix perdix, Chrysolophus pictus, Chrysolophus amherstiae, Phasianus colchicus, Alectoris rufa, Columba livia, Astur, Milvus milvus, Haliaeetus albicilla, Athene noctua, Psittacula krameri)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is True",
 "Year is 2019",
 "Geometry POLYGON ((-8.64999567480067 49.864792602711866, 2.3459774990209343 49.864792602711866, 2.3459774990209343 60.86076577653347, -8.64999567480067 60.86076577653347, -8.64999567480067 49.864792602711866))"
 ]
}

 The dataset includes 6207 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015822-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17764166
title: premise IAM scenario files v.2.3.0

description: IAM scenario files for premise 2.3.0.dev1
DOI: 10.15468/dl.2bz8za
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charadrahyla nephila"
 ]
}

 The dataset includes 341 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015825-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj5xf5
title: Occurrence Download

description: A dataset containing 725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Spain",
 "Geometry POLYGON((-1.82401 43.61944,-2.89974 44.11799,-8.58578 44.17313,-10.12255 43.2288,-10.96777 39.24387,-8.96997 36.39163,-5.20489 35.95746,-1.82401 36.14383,2.70946 38.16456,4.93777 40.77396,1.01901 40.1308,3.86203 41.7558,3.17049 42.66637,-0.28724 43.17279,-1.67033 43.61944,-1.82401 43.61944))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (7b4f2f30-a456-11d9-8049-b8a03c50a862, ebda1cab-dda8-418b-8f25-df1e71ff5bc2, 8209258a-80e8-4094-aba2-a3febe5ed45b, 0363cbd4-f666-455e-8e86-0bbddcf51950, e37fc40e-0541-4ffa-8a4c-0426d73804e8)",
 "TaxonKey is Senecio angulatus"
 ]
}

 The dataset includes 725 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015826-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17764140
title: Protocol to perform cross-ancestry local genetic correlation estimation by Logica

description: This data and code file are used as example of cross-ancestry local genetic correlation analysis.
DOI: 10.15468/dl.te2dxk
title: Occurrence Download

description: A dataset containing 620 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charadrahyla taeniopus"
 ]
}

 The dataset includes 620 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015827-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mktsw
title: Occurrence Download

description: A dataset containing 18810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Branta canadensis, Branta leucopsis, Anser caerulescens, Anser anser, Cygnus olor, Alopochen aegyptiaca, Aix galericulata, Mareca strepera, Anas platyrhynchos, Netta rufina, Oxyura jamaicensis, Tetrao urogallus, Perdix perdix, Chrysolophus pictus, Chrysolophus amherstiae, Phasianus colchicus, Alectoris rufa, Columba livia, Astur, Milvus milvus, Haliaeetus albicilla, Athene noctua, Psittacula krameri)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is True",
 "Year is 2023",
 "Geometry POLYGON ((-8.64999567480067 49.864792602711866, 2.3459774990209343 49.864792602711866, 2.3459774990209343 60.86076577653347, -8.64999567480067 60.86076577653347, -8.64999567480067 49.864792602711866))"
 ]
}

 The dataset includes 18810 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015830-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s88mdt
title: Occurrence Download

description: A dataset containing 13168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Branta canadensis, Branta leucopsis, Anser caerulescens, Anser anser, Cygnus olor, Alopochen aegyptiaca, Aix galericulata, Mareca strepera, Anas platyrhynchos, Netta rufina, Oxyura jamaicensis, Tetrao urogallus, Perdix perdix, Chrysolophus pictus, Chrysolophus amherstiae, Phasianus colchicus, Alectoris rufa, Columba livia, Astur, Milvus milvus, Haliaeetus albicilla, Athene noctua, Psittacula krameri)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is True",
 "Year is 2022",
 "Geometry POLYGON ((-8.64999567480067 49.864792602711866, 2.3459774990209343 49.864792602711866, 2.3459774990209343 60.86076577653347, -8.64999567480067 60.86076577653347, -8.64999567480067 49.864792602711866))"
 ]
}

 The dataset includes 13168 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015829-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eg7weh
title: Occurrence Download

description: A dataset containing 10443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Branta canadensis, Branta leucopsis, Anser caerulescens, Anser anser, Cygnus olor, Alopochen aegyptiaca, Aix galericulata, Mareca strepera, Anas platyrhynchos, Netta rufina, Oxyura jamaicensis, Tetrao urogallus, Perdix perdix, Chrysolophus pictus, Chrysolophus amherstiae, Phasianus colchicus, Alectoris rufa, Columba livia, Astur, Milvus milvus, Haliaeetus albicilla, Athene noctua, Psittacula krameri)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is True",
 "Year is 2021",
 "Geometry POLYGON ((-8.64999567480067 49.864792602711866, 2.3459774990209343 49.864792602711866, 2.3459774990209343 60.86076577653347, -8.64999567480067 60.86076577653347, -8.64999567480067 49.864792602711866))"
 ]
}

 The dataset includes 10443 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015828-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3h8hz5
title: Occurrence Download

description: A dataset containing 28374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Vultur gryphus",
 "Year 2010-2025"
 ]
}

 The dataset includes 28374 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015831-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3bvr2
title: Occurrence Download

description: A dataset containing 21259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capreolus capreolus"
 ]
}

 The dataset includes 21259 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015832-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxfwz8
title: Occurrence Download

description: A dataset containing 397143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium vulgare",
 "HasCoordinate is true"
 ]
}

 The dataset includes 397143 records from 2472 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015806-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qykcuq
title: Occurrence Download

description: A dataset containing 25903720 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Mexico"
 ]
}

 The dataset includes 25903720 records from 3508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208294-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.923422
title: Diatom assemblages in surface sediments from southern Drake Passage and the Bransfield Strait, Antarctic Peninsula, sampled during POLARSTERN cruise PS97 (ANT-XXXI/3), version 2

description: This data set replaced the original version published under doi:10.1594/PANGAEA.897164 on 2020-10-02. The previous version of the data was incomplete.
DOI: 10.1594/pangaea.925656
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_819-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925658
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_821-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925659
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_822-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925660
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_824-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925661
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_828-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925662
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_830-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925663
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_901-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925664
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_904-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925665
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_906-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925666
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_908-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925667
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_910-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.925668
title: Distance between ROV and sea ice at the ROV station ODEN_AO2018_913-1

description: Along with the radiation measurements, ROV positions were obtained from acoustic LBL (Long BaseLine)-positioning and all parameters of vehicle depth, distance to the ice and attitude recorded. All times are given in UTC.
DOI: 10.1594/pangaea.930204
title: Distance between ROV and sea ice at ROV station ALERT2018_12_1

description: Distance between ROV and sea ice obtained on First-Year-Ice (FYI) and Multi-Year-Ice (MYI) during the ALERT2018 campaign (Multidisciplinary Arctic Program (MAP) - Last Ice) off Alert, Nunavut, Canada in the Lincoln Sea on 12 May 2018.
DOI: 10.1594/pangaea.930264
title: Distance between ROV and sea ice at ROV station ALERT2018_10_1

description: Distance between ROV and sea ice obtained on First-Year-Ice (FYI) and Multi-Year-Ice (MYI) during the ALERT2018 campaign (Multidisciplinary Arctic Program (MAP) - Last Ice) off Alert, Nunavut, Canada in the Lincoln Sea on 10 May 2018.
DOI: 10.1594/pangaea.930266
title: Distance between ROV and sea ice at ROV station ALERT2018_22_1

description: Distance between ROV and sea ice obtained on First-Year-Ice (FYI) and Multi-Year-Ice (MYI) during the ALERT2018 campaign (Multidisciplinary Arctic Program (MAP) - Last Ice) off Alert, Nunavut, Canada in the Lincoln Sea on 22 May 2018.
DOI: 10.1594/pangaea.951677
title: Distance between ROV and sea ice from ROV survey PS122/1_10-113 on 2019-12-06, survey 1

description: The distance between a remotely operated vehicle (ROV) and the sea-ice underside was measured by a single-beam upward-looking acoustic sonar altimeter (Tritech PA500) attached to the ROV during the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition between November 2019 and September 2020. Sea-ice draft was derived by subtracting the distance to the sea-ice underside from the ROV depth, uncorrected for ROV attitude (pitch, roll). An offset between the depth reference (ROV bumper bars) and the altimeter of 0.105 m is accounted for in the presented data.
description: Sea-ice draft have not been checked for absolute height. Cross-check with drillings or open water patches before using, significant offsets can be possible.
DOI: 10.1594/pangaea.951678
title: Distance between ROV and sea ice from ROV survey PS122/1_5-62 on 2019-11-02, survey 1

description: The distance between a remotely operated vehicle (ROV) and the sea-ice underside was measured by a single-beam upward-looking acoustic sonar altimeter (Tritech PA500) attached to the ROV during the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition between November 2019 and September 2020. Sea-ice draft was derived by subtracting the distance to the sea-ice underside from the ROV depth, uncorrected for ROV attitude (pitch, roll). An offset between the depth reference (ROV bumper bars) and the altimeter of 0.105 m is accounted for in the presented data.
description: Sea-ice draft have not been checked for absolute height. Cross-check with drillings or open water patches before using, significant offsets can be possible.