cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7t9fkt
title: Occurrence Download

description: A dataset containing 1799 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((130.92225924159 -0.302087619632469,130.926107035785 -0.31721183178617,130.937746390084 -0.32272098270762,130.943324329067 -0.342385164275879,130.960687784026 -0.350046459959325,130.985827775772 -0.356524597016356,130.993913883563 -0.354582661403046,130.992093215978 -0.337421804552896,131.009586539275 -0.337343585174234,131.023272989495 -0.354599210500376,131.029158994133 -0.352291871211893,131.039341305468 -0.348973782871608,131.046172506165 -0.345716491114811,131.061060978209 -0.341383251093943,131.062180834144 -0.330949635487867,131.075716215185 -0.328874818358919,131.081109246947 -0.317447507087207,131.104474727347 -0.308962248005732,131.098731949867 -0.322111457501872,131.126439331514 -0.327652549899272,131.153546505324 -0.328938648589431,131.19181250553 -0.343172337574031,131.199902627638 -0.367848919049693,131.219648276414 -0.367224726244074,131.248863912639 -0.380480416973718,131.253662296947 -0.369562891312909,131.249277400369 -0.342892303603478,131.273960650327 -0.345309747410251,131.286536001574 -0.335033985397405,131.282860336406 -0.328256018696161,131.296217479922 -0.317905703708036,131.305894755683 -0.308628694548249,131.312581022729 -0.297144401408642,131.324936344025 -0.300696853480294,131.329825532805 -0.294929467789605,131.338598717192 -0.296835115929322,131.33954151253 -0.286487089185787,131.331007696221 -0.276438171695719,131.312187408225 -0.263727342105619,131.298654704638 -0.244392550676041,131.294734276688 -0.229914473543937,131.304143485908 -0.21587631183013,131.318473504354 -0.204211399238564,131.312030497768 -0.197210037682875,131.310876977899 -0.183426729441452,131.304764797596 -0.176099737498181,131.298629039358 -0.161428284453409,131.286058445113 -0.161066709585311,131.263385687861 -0.147189390598342,131.255742134381 -0.137120271802141,131.231687990547 -0.140078921185725,131.171660881378 -0.169746015839664,131.130714562493 -0.150387984210416,131.091151007163 -0.131163078447024,131.048355197461 -0.141724666947406,131.011362267823 -0.171652333578532,130.981291513758 -0.209145397724116,130.956561353412 -0.232723435855791,130.940466805239 -0.266540380385344,130.92225924159 -0.302087619632469)))"
 ]
}

 The dataset includes 1799 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114452-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgc3ba
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((26.8711143984069 -18.119086544017,26.8759084311766 -18.1190177273955,26.875559178751 -18.1166693066585,26.8762473387042 -18.1127969479127,26.8760488261578 -18.110512306578,26.8754109389747 -18.1069346173674,26.8768811969803 -18.1061091308247,26.8815508080798 -18.1021114898798,26.882341026834 -18.0986830803547,26.8804168967093 -18.0967714752937,26.8812032556682 -18.0942272534814,26.8813700878016 -18.0900893906288,26.8829696555278 -18.0846647436046,26.8855749817015 -18.0812858798925,26.8906684611079 -18.0867677153885,26.899031753019 -18.0924705499257,26.917586486385 -18.091167889628,26.9229971861212 -18.093006425007,26.923183142176 -18.0906711461727,26.9348630706199 -18.087848547424,26.939488538583 -18.0906032295549,26.9408120660822 -18.0784956126422,26.9785440522719 -18.0666963099126,26.9780400356079 -18.0599278109621,26.9960592374972 -18.0328811755317,27.0113036237162 -18.0105652390535,27.03009566871 -17.9961577365867,27.0313529494472 -17.9911871534476,27.0346009477001 -17.9839837833291,27.0360408289287 -17.9714588453886,27.0417109420307 -17.9654055560816,27.0367563724065 -17.9609734468068,27.0252216450715 -17.9572198728368,27.0099046909223 -17.9572556876505,26.9956574382363 -17.9634321155879,26.9851531033221 -17.9706899791903,26.9759645302749 -17.9674195262138,26.9654973676513 -17.9646935590956,26.959010623075 -17.9691385932567,26.9501717318024 -17.9720915295495,26.940795648109 -17.9734320115199,26.9316083130046 -17.9743133124971,26.9220468734169 -17.9777285745161,26.9267770080047 -17.9807123495149,26.9267404207195 -17.9849411945064,26.9252836934331 -17.9874954768744,26.9238756544733 -17.9937016616144,26.9238964974571 -17.9969716831575,26.9177505663933 -17.9976400237234,26.9128606078211 -17.9959117940562,26.9101293561967 -17.9989860126941,26.9051251844015 -18.0036290203584,26.8971403108437 -18.0073892214637,26.8870224297055 -18.0094436003949,26.8807635036664 -18.0108174515628,26.8805816409151 -18.0142463851056,26.8868380332678 -18.0235423350024,26.8862619431966 -18.0284954989696,26.8868342697975 -18.033926770995,26.8895962225323 -18.0361063279093,26.8905341830564 -18.0386621448149,26.8881581717094 -18.0403190992945,26.8841282685974 -18.0416760232568,26.8848077333991 -18.0449115377034,26.8890925663963 -18.0487974319252,26.8871830823169 -18.0588935858056,26.8901488701025 -18.0695032668429,26.8864521667026 -18.0770621825296,26.8739303332379 -18.0838104193634,26.8663826357514 -18.0925639156162,26.8683428816731 -18.098448989494,26.8635103483982 -18.1070582261474,26.864230268656 -18.1178259334457,26.8669811517731 -18.1192487633953,26.8711143984069 -18.119086544017)))"
 ]
}

 The dataset includes 173 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114453-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26925064
title: 6G-Networkdata

description: It has 838 rows of entries for networking dataset
DOI: 10.15468/dl.8cjet6
title: Occurrence Download

description: A dataset containing 72599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Platalea leucorodia Linnaeus, 1758",
 "Year 2019-2024"
 ]
}

 The dataset includes 72599 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114454-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkabsy
title: Occurrence Download

description: A dataset containing 597 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((26.2834671167945 -21.3033171129659,26.3065006965859 -21.2854652465588,26.3547760514058 -21.2711741403907,26.3688786900645 -21.2548569098692,26.4299630599509 -21.2321194673488,26.4111759331425 -21.2118264341464,26.3795634725169 -21.1704041570757,26.377002736547 -21.1539733235465,26.3595044184003 -21.1093316315316,26.3478290426289 -20.8834894562445,26.0477872902718 -20.8958542190335,26.0469671919958 -20.9916701440827,26.0487346822397 -21.2174491424274,26.0590892161489 -21.2209345383723,26.0803205215169 -21.2245484097322,26.0996479717491 -21.2323272357378,26.1144258089618 -21.2394975790088,26.1196601457224 -21.2552803652989,26.1270784482137 -21.2624240315134,26.1341347740257 -21.2642132644282,26.1501738435859 -21.2698704573977,26.1642303204432 -21.2770246446012,26.1735060878343 -21.2752445499145,26.186597117973 -21.2850736725395,26.1993670148772 -21.2934145231766,26.2146976476464 -21.2981841353646,26.2322607197788 -21.3056316111631,26.2834671167945 -21.3033171129659)))"
 ]
}

 The dataset includes 597 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114455-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uez2bt
title: Occurrence Download

description: A dataset containing 2321 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimosa diplotricha C.Wright"
 ]
}

 The dataset includes 2321 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114456-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.by2rs5
title: Occurrence Download

description: A dataset containing 1974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Korea, Republic of, Japan, China, Korea (Democratic People’s Republic of), Russian Federation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosa rugosa Thunb."
 ]
}

 The dataset includes 1974 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114457-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.24203547
title: An evaluation of novice, expert and supervised machine learning model classifications for forensic hair analysis

description: An evaluation of forensic hair analysisbetween experts, novices and the recently developed machine learning platform, HairNet, was conducted to assess accuracy and reliability. Our hypothesis stated experts and the machine learning platform will outperform novices in classifications of hair as human or non-human and suitability for nDNA analysis based on specialist knowledge and from training of the model. Statistically significant differences between novices and experts were found and attributed to training and experience for more complex classifications. For more simplistic classifications, no statistically significant difference between the novice and the experts was found. HairNet proved responses similar to expert responses in all classifications. Encouraging feedback was received regarding the use of technology and machine learning. The utilization of technology undoubtedly holds great promise to become part of the forensic tool kit for improving the efficiency and reliability of forensic hair analysis and in research, education and competency testing.
DOI: 10.6084/m9.figshare.24203547.v1
title: An evaluation of novice, expert and supervised machine learning model classifications for forensic hair analysis

description: An evaluation of forensic hair analysisbetween experts, novices and the recently developed machine learning platform, HairNet, was conducted to assess accuracy and reliability. Our hypothesis stated experts and the machine learning platform will outperform novices in classifications of hair as human or non-human and suitability for nDNA analysis based on specialist knowledge and from training of the model. Statistically significant differences between novices and experts were found and attributed to training and experience for more complex classifications. For more simplistic classifications, no statistically significant difference between the novice and the experts was found. HairNet proved responses similar to expert responses in all classifications. Encouraging feedback was received regarding the use of technology and machine learning. The utilization of technology undoubtedly holds great promise to become part of the forensic tool kit for improving the efficiency and reliability of forensic hair analysis and in research, education and competency testing.
DOI: 10.15468/dl.6vwwtr
title: Occurrence Download

description: A dataset containing 23669 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimosa pudica L."
 ]
}

 The dataset includes 23669 records from 659 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114459-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzzh7u
title: Occurrence Download

description: A dataset containing 17596 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum rostratum Dunal"
 ]
}

 The dataset includes 17596 records from 379 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114460-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9ehxp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosa schrenkiana Crép."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114461-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tnwm3
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cacatua sulphurea (Gmelin, 1788)"
 ]
}

 The dataset's 8 records were derived from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114458-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fq2ma5
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Pinus wallichiana A.B.Jacks.",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 503 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024200-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rt9f9h
title: Occurrence Download

description: A dataset containing 14063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanales",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14063 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181870-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3v1hp
title: Occurrence Download

description: A dataset containing 475 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caryobruchus Bridwell, 1929"
 ]
}

 The dataset includes 475 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000360-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eaofjl
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Anisoptera costata Korth."
 ]
}

 The dataset includes 115 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024196-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5972qc
title: Occurrence Download

description: A dataset containing 524 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Distichlis scoparia (Kunth) Arechav."
 ]
}

 The dataset includes 524 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181866-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeqlkq
title: Occurrence Download

description: A dataset containing 108386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peromyscus maniculatus (Wagner, 1845)",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 108386 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000360-150827100048397/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pruqbg
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Pinus yunnanensis Franch.",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 361 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024208-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u79teb
title: Occurrence Download

description: A dataset containing 37503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifragales",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 37503 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181867-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze5bly
title: Occurrence Download

description: A dataset containing 19740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fabaceae",
 "Country is Tanzania, United Republic of"
 ]
}

 The dataset includes 19740 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000360-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t1pkvc
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dynastes grantii Horn, 1870"
 ]
}

 The dataset includes 318 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024191-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mudgwa
title: Occurrence Download

description: A dataset containing 8265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitales",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8265 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181875-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srrjuc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oncidium micklowii (Dalström) M.W.Chase & N.H.Williams"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183740-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7cicp
title: Occurrence Download

description: A dataset containing 14443 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Christmas Island"
 ]
}

 The dataset includes 14443 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000360-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjdift
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Juniperus indica Bertol.",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 203 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028151-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruk39m
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is On the identity of a U.S. intercepted Conotrachelus Dejean (Coleoptera: Curculionidae) with avocado (Persea americana)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181871-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h0whh2
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothriochloa campii (Swallen) De Wet"
 ]
}

 The dataset includes 34 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000360-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29a82y
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Athene cunicularia (Molina, 1782)"
 ]
}

 The dataset includes 263 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178820-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm9gzd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoregelia atroviridifolia W.Weber & Roeth"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183741-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bl7af
title: Occurrence Download

description: A dataset containing 6680 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma texanum (Matthes, 1855)"
 ]
}

 The dataset includes 6680 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000360-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d76vkw
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peperomia pringlei C.DC."
 ]
}

 The dataset includes 23 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183742-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.