cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11448746
title: GradDA – A novel dataset for investigating domain shifts in image classification

description: A domain shift occurs when the testing data is drawn from a distribution different from that of the training dataset. This shift presents a significant challenge and may compromise the performance of machine learning models, which leads to poor generalization. Over the past years, various models have been developed and evaluated on benchmark datasets such as VisDA, Office-Home and DomainNet. These datasets consist of discrete domains with different object classes. However, a notable limitation when addressing the domain shift is the absence of data samples where the exact same object exists in both domains. 

We propose a new dataset designed to address this challenge. In particular, we introduce a domain shift from a purely synthetic style (grey object on white background) to a more realistic appearance (object with texture against a realistic background) with differential modifications, which enables the representation of the same object in both synthetic and real domains, consequently facilitating the analysis of a transition between the two domains. The dataset comprises five distinct classes (Airplane, Bicycle, Bus, Car, Train), with multiple objects per class. Additionally, each object is depicted from 20 different perspectives, resulting in a total of 101 images per perspective that captures the transition from pure synthetic to a more real-world-like domain. This dataset offers a unique opportunity to investigate the impact of domain shift on model performance in classification tasks, as it focuses solely on domain changes without other interfering effects. It is the objective of our work to trigger new discussions about the domain shift problem, and how it can be tackled with alternative data driven model designs.
DOI: 10.15468/dl.gtnyxk
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calopteryx cornelia Selys, 1853",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 370 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165561-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rar9d3
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.2850906000000037 32.3719475999999986, -86.2850906000000037 32.3735393899999977, -86.2850906000000037 32.3758386499999986, -86.2850906000000037 32.3777841799999990, -86.2850906000000037 32.3791991100000018, -86.2850906000000037 32.3807909000000009, -86.2827041500000007 32.3807909000000009, -86.2815551399999947 32.3807909000000009, -86.2794338900000071 32.3807909000000009, -86.2774894199999949 32.3807909000000009, -86.2759868699999970 32.3807909000000009, -86.2740423900000053 32.3807909000000009, -86.2727166100000034 32.3807909000000009, -86.2706837000000064 32.3807909000000009, -86.2706837000000064 32.3792875400000000, -86.2706837000000064 32.3782263399999977, -86.2706837000000064 32.3768114200000028, -86.2706837000000064 32.3753964900000000, -86.2706837000000064 32.3734509599999996, -86.2706837000000064 32.3719475999999986, -86.2730701499999952 32.3719475999999986, -86.2756333199999972 32.3719475999999986, -86.2775778000000031 32.3719475999999986, -86.2791687400000029 32.3719475999999986, -86.2804061300000029 32.3719475999999986, -86.2824389900000028 32.3719475999999986, -86.2834112299999987 32.3719475999999986, -86.2850906000000037 32.3719475999999986))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095304-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxtw2r
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-81.7213359999999938 30.3291477000000000, -81.7213359999999938 30.3327005599999993, -81.7213359999999938 30.3349210999999990, -81.7213359999999938 30.3369936100000004, -81.7213359999999938 30.3401023599999995, -81.7213359999999938 30.3439513000000005, -81.7170509099999975 30.3439513000000005, -81.7138003700000013 30.3439513000000005, -81.7099588199999971 30.3439513000000005, -81.7065605199999965 30.3439513000000005, -81.7044920000000019 30.3439513000000005, -81.7018324600000057 30.3439513000000005, -81.6999116899999933 30.3439513000000005, -81.6969566500000042 30.3439513000000005, -81.6950358800000060 30.3439513000000005, -81.6920808400000027 30.3439513000000005, -81.6879435000000029 30.3439513000000005, -81.6879435000000029 30.3414346899999998, -81.6879435000000029 30.3389180799999991, -81.6879435000000029 30.3369936100000004, -81.6879435000000029 30.3344769999999997, -81.6879435000000029 30.3309241299999996, -81.6879435000000029 30.3291477000000000, -81.6919330900000062 30.3291477000000000, -81.6947403700000052 30.3291477000000000, -81.6978431600000050 30.3291477000000000, -81.7005027000000013 30.3291477000000000, -81.7039009899999940 30.3291477000000000, -81.7070037799999938 30.3291477000000000, -81.7111408300000051 30.3291477000000000, -81.7142436200000049 30.3291477000000000, -81.7163121499999932 30.3291477000000000, -81.7192671899999965 30.3291477000000000, -81.7213359999999938 30.3291477000000000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 61 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083402-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r26myx
title: Occurrence Download

description: A dataset containing 1386 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristolochia sempervirens L."
 ]
}

 The dataset includes 1386 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050996-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgpcwx
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Metasequoia glyptostroboides H.H.Hu & W.C.Cheng"
 ]
}

 The dataset includes 240 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095308-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atmbdc
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conus havanensis Aguayo & Pérez Farfante, 1947"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083426-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mac63z
title: Occurrence Download

description: A dataset containing 17818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anas acuta Linnaeus, 1758",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17818 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165563-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfavma
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristolochia foveolata Merr."
 ]
}

 The dataset includes 76 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050172-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crybun
title: Occurrence Download

description: A dataset containing 2362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-81.6480832999999961 30.3216910000000013, -81.6480832999999961 30.3248494999999991, -81.6480832999999961 30.3289104300000005, -81.6480832999999961 30.3343250100000006, -81.6480832999999961 30.3379347199999998, -81.6480832999999961 30.3442517199999990, -81.6480832999999961 30.3474102300000013, -81.6480832999999961 30.3516967599999994, -81.6480832999999961 30.3550808699999983, -81.6480832999999961 30.3595930199999984, -81.6480832999999961 30.3623003000000011, -81.6480832999999961 30.3683917000000001, -81.6435666600000047 30.3683917000000001, -81.6390500199999991 30.3683917000000001, -81.6349850400000037 30.3683917000000001, -81.6295650800000061 30.3683917000000001, -81.6255000999999965 30.3683917000000001, -81.6255000999999965 30.3647819800000001, -81.6255000999999965 30.3591417999999997, -81.6255000999999965 30.3537272300000005, -81.6255000999999965 30.3492150800000005, -81.6255000999999965 30.3451541499999990, -81.6255000999999965 30.3417700400000001, -81.6255000999999965 30.3379347199999998, -81.6255000999999965 30.3345506100000009, -81.6255000999999965 30.3295872499999994, -81.6255000999999965 30.3243982900000013, -81.6255000999999965 30.3216910000000013, -81.6309200700000019 30.3216910000000013, -81.6365658699999983 30.3216910000000013, -81.6433408299999996 30.3216910000000013, -81.6480832999999961 30.3216910000000013))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 2362 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083435-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r64uyt
title: Occurrence Download

description: A dataset containing 3914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lilium pyrenaicum Gouan",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Human Observation, Specimen, Unknown evidence)"
 ]
}

 The dataset includes 3914 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051012-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3m83g
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-119.7444942000000054 36.7474191000000019, -119.7444942000000054 36.7478169099999974, -119.7444942000000054 36.7483065300000007, -119.7444942000000054 36.7487043400000033, -119.7444942000000054 36.7494081700000024, -119.7444942000000054 36.7500813899999983, -119.7444942000000054 36.7504792000000009, -119.7437303800000024 36.7504792000000009, -119.7430582700000059 36.7504792000000009, -119.7424167000000068 36.7504792000000009, -119.7417445800000024 36.7504792000000009, -119.7413168700000057 36.7504792000000009, -119.7405531099999934 36.7504792000000009, -119.7400948399999976 36.7504792000000009, -119.7393921799999958 36.7504792000000009, -119.7391172199999971 36.7504792000000009, -119.7384756600000060 36.7504792000000009, -119.7375896899999930 36.7504792000000009, -119.7367037100000005 36.7504792000000009, -119.7361231999999944 36.7504792000000009, -119.7361231999999944 36.7498977799999977, -119.7361231999999944 36.7491327600000020, -119.7361231999999944 36.7484901300000004, -119.7361231999999944 36.7481535200000025, -119.7361231999999944 36.7474191000000019, -119.7367037100000005 36.7474191000000019, -119.7374674800000065 36.7474191000000019, -119.7378340900000069 36.7474191000000019, -119.7385673099999934 36.7474191000000019, -119.7390866700000061 36.7474191000000019, -119.7395143800000028 36.7474191000000019, -119.7399115399999943 36.7474191000000019, -119.7405225600000023 36.7474191000000019, -119.7411335700000024 36.7474191000000019, -119.7418362399999978 36.7474191000000019, -119.7425999999999959 36.7474191000000019, -119.7434554200000036 36.7474191000000019, -119.7437609299999934 36.7474191000000019, -119.7444942000000054 36.7474191000000019))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095323-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x79r2h
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Mikania dusenii B.L.Rob."
 ]
}

 The dataset includes 60 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097741-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8eb8q6
title: Occurrence Download

description: A dataset containing 8186 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 Linum suffruticosum L."
 ]
}

 The dataset includes 8186 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051057-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8w4vr
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-122.7018745999999965 45.5084271999999999, -122.7018745999999965 45.5099347900000026, -122.7018745999999965 45.5113536900000000, -122.7018745999999965 45.5125952300000023, -122.7018745999999965 45.5138367799999983, -122.7018745999999965 45.5153443600000003, -122.7018745999999965 45.5163198600000030, -122.7018745999999965 45.5185369000000009, -122.6985818600000044 45.5185369000000009, -122.6966240099999936 45.5185369000000009, -122.6952891199999982 45.5185369000000009, -122.6929753000000005 45.5185369000000009, -122.6929753000000005 45.5161425000000008, -122.6929753000000005 45.5150783200000006, -122.6929753000000005 45.5131273200000024, -122.6929753000000005 45.5115310600000029, -122.6929753000000005 45.5096687400000022, -122.6929753000000005 45.5084271999999999, -122.6949331499999971 45.5084271999999999, -122.6961790499999978 45.5084271999999999, -122.6983148799999981 45.5084271999999999, -122.6998277600000051 45.5084271999999999, -122.7018745999999965 45.5084271999999999))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 232 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095313-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeddnn
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rissoa rodhensis Verduin, 1985"
 ]
}

 The dataset includes 35 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097737-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10666693
title: Relocated Earthquake Catalog for Sumatra-Indonesia (April 2009 to December 2022)

description: Relocated Earthquake Catalog for Sumatra (April 2009 to December 2022). 

Please refer to:

Widiyantoro, S., Supendi, P., Rawlinson, N. et al. A note on the seismicity of Sumatra, western Sunda Arc, Indonesia, in relation to the potential for back-arc thrusting. Sci Rep 14, 13115 (2024). https://doi.org/10.1038/s41598-024-64076-7
DOI: 10.5281/zenodo.10666694
title: Relocated Earthquake Catalog for Sumatra-Indonesia (April 2009 to December 2022)

description: Relocated Earthquake Catalog for Sumatra (April 2009 to December 2022). 

Please refer to:

Widiyantoro, S., Supendi, P., Rawlinson, N. et al. A note on the seismicity of Sumatra, western Sunda Arc, Indonesia, in relation to the potential for back-arc thrusting. Sci Rep 14, 13115 (2024). https://doi.org/10.1038/s41598-024-64076-7
DOI: 10.15468/dl.ffv7c5
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-92.2486471999999935 34.7333811999999966, -92.2486471999999935 34.7349039300000015, -92.2486471999999935 34.7367780599999989, -92.2486471999999935 34.7392378500000021, -92.2486471999999935 34.7415805099999986, -92.2486471999999935 34.7435717700000026, -92.2486471999999935 34.7450945000000004, -92.2451237500000047 34.7450945000000004, -92.2432444100000026 34.7450945000000004, -92.2413650600000068 34.7450945000000004, -92.2388984199999982 34.7450945000000004, -92.2358444799999972 34.7450945000000004, -92.2344353000000012 34.7450945000000004, -92.2344353000000012 34.7436889000000022, -92.2344353000000012 34.7414633799999990, -92.2344353000000012 34.7386521900000034, -92.2344353000000012 34.7366609199999985, -92.2344353000000012 34.7333811999999966, -92.2361968600000068 34.7333811999999966, -92.2386635000000012 34.7333811999999966, -92.2406603099999955 34.7333811999999966, -92.2432444100000026 34.7333811999999966, -92.2453586700000017 34.7333811999999966, -92.2486471999999935 34.7333811999999966))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 67 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095318-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ced6kq
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camptostemon Mast."
 ]
}

 The dataset includes 433 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165572-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj8a87
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Eryngium mesopotamicum Pedersen"
 ]
}

 The dataset includes 47 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083458-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9qdn9
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isotrema shimadae (Hayata) X.X.Zhu, S.Liao & J.S.Ma"
 ]
}

 The dataset includes 207 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051013-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djmgcy
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.2913003000000032 32.3932052999999982, -86.2913003000000032 32.3958276999999981, -86.2913003000000032 32.3984500999999980, -86.2913003000000032 32.4026459399999993, -86.2913003000000032 32.4056179999999969, -86.2913003000000032 32.4092893600000025, -86.2913003000000032 32.4126110699999970, -86.2913003000000032 32.4161075999999966, -86.2913003000000032 32.4187299999999965, -86.2876267099999978 32.4187299999999965, -86.2836032499999988 32.4187299999999965, -86.2781803200000041 32.4187299999999965, -86.2738070000000050 32.4187299999999965, -86.2738070000000050 32.4157579499999997, -86.2738070000000050 32.4136600300000026, -86.2738070000000050 32.4105131399999991, -86.2738070000000050 32.4075410900000023, -86.2738070000000050 32.4038697299999967, -86.2738070000000050 32.4010724999999979, -86.2738070000000050 32.3963521800000009, -86.2738070000000050 32.3932052999999982, -86.2764309899999944 32.3932052999999982, -86.2802795199999935 32.3932052999999982, -86.2846528500000005 32.3932052999999982, -86.2885013700000059 32.3932052999999982, -86.2913003000000032 32.3932052999999982))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 47 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095309-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.