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

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Geometry POLYGON ((-119.4841 34.84402, -119.4836 34.84407, -119.4832 34.84415, -119.4827 34.84425, -119.4823 34.84436, -119.4818 34.8445, -119.4814 34.84465, -119.4809 34.84483, -119.4805 34.84502, -119.4801 34.84523, -119.4797 34.84545, -119.4794 34.8457, -119.479 34.84596, -119.4787 34.84623, -119.4784 34.84652, -119.4781 34.84682, -119.4778 34.84713, -119.4775 34.84746, -119.4773 34.8478, -119.4771 34.84814, -119.4769 34.8485, -119.4767 34.84886, -119.4765 34.84923, -119.4764 34.84961, -119.4763 34.84999, -119.4762 34.85038, -119.4762 34.85076, -119.4762 34.85115, -119.4762 34.85154, -119.4762 34.85193, -119.4766 34.85586, -119.4766 34.85624, -119.4767 34.85661, -119.4768 34.85699, -119.4769 34.85735, -119.4771 34.85772, -119.4772 34.85807, -119.4774 34.85842, -119.4776 34.85876, -119.4779 34.85909, -119.4781 34.85941, -119.4784 34.85972, -119.4787 34.86002, -119.479 34.8603, -119.4793 34.86057, -119.4796 34.86083, -119.48 34.86107, -119.4804 34.8613, -119.4808 34.86151, -119.4812 34.86171, -119.4816 34.86188, -119.482 34.86204, -119.4824 34.86218, -119.4829 34.86231, -119.4833 34.86241, -119.4838 34.86249, -119.4842 34.86256, -119.4847 34.8626, -119.4851 34.86263, -119.4856 34.86264, -119.4888 34.86262, -119.4892 34.8626, -119.4897 34.86257, -119.4902 34.86252, -119.4906 34.86244, -119.4911 34.86235, -119.4915 34.86224, -119.492 34.86211, -119.4924 34.86196, -119.4928 34.86179, -119.4932 34.8616, -119.4936 34.8614, -119.494 34.86118, -119.4944 34.86094, -119.4947 34.86069, -119.4951 34.86042, -119.4954 34.86014, -119.4957 34.85985, -119.496 34.85954, -119.4962 34.85922, -119.4965 34.8589, -119.4967 34.85856, -119.4969 34.85821, -119.4971 34.85785, -119.4972 34.85749, -119.4974 34.85712, -119.4975 34.85674, -119.4976 34.85637, -119.4976 34.85598, -119.4977 34.8556, -119.4977 34.85521, -119.4977 34.85483, -119.4974 34.85076, -119.4973 34.85037, -119.4973 34.84999, -119.4972 34.8496, -119.4971 34.84923, -119.4969 34.84886, -119.4968 34.84849, -119.4966 34.84813, -119.4964 34.84779, -119.4962 34.84745, -119.4959 34.84712, -119.4956 34.8468, -119.4953 34.84649, -119.495 34.8462, -119.4947 34.84592, -119.4944 34.84565, -119.494 34.8454, -119.4936 34.84517, -119.4932 34.84495, -119.4928 34.84475, -119.4924 34.84457, -119.492 34.84441, -119.4915 34.84426, -119.4911 34.84414, -119.4906 34.84403, -119.4902 34.84394, -119.4897 34.84388, -119.4892 34.84383, -119.4888 34.84381, -119.4883 34.8438, -119.4878 34.84381, -119.4846 34.84398, -119.4841 34.84402))",
 {
 "not" : {
 "TaxonKey" : [
 "is Plantae"
 ]
 }
 },
 {
 "not" : {
 "TaxonKey" : [
 "is Aves"
 ]
 }
 },
 "Year is greater than or equal to 1926",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053504-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34691/uchile/uyc3ur/tfngdg
title: 15.14_1_0010003.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/ksb5pr
title: C4R10_0010008.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/0mdo9r
title: C2R2_0050.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/fryhsv
title: 15.14_1_0010020.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/x0cnlp
title: C2R2_0016.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/vpjjls
title: C2R1_0078.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/io3blt
title: 15.14_1_0010027.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/oznnus
title: C2R2_0021.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/whprd3
title: C2R1_0077.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/tqm73f
title: C2R1_0051.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/iox6qj
title: C2R1_0073.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/rts5qs
title: C2R3_0010010.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/sfslml
title: C2R2_0010.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/0xqdtp
title: 15.14_1_0010031.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/phuukr
title: C2R3_0010023.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/y4uior
title: C4R4_0044.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/bzr9ge
title: C4R10_0010002.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/j3fv7a
title: C4R10_0010002.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/fdztee
title: 15.14_1_0010002.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/z4149c
title: 15.14_1_0010034.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/izv5ss
title: 15.14_1_0010015.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/pcu0so
title: C2R2_0005.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/fp0xgt
title: C4R4_0048.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/gimmpf
title: 15.14_1_0010013.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/gzsbd9
title: C4R4_0047.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/pgp7cf
title: C2R2_0020.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/1xrli5
title: C2R3_0010003.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/jrynif
title: C2R1_0076.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/nwxnyn
title: C2R2_0024.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/qdyeqq
title: C2R3_0010024.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/1arvot
title: C2R1_0060.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/y9kqfk
title: 15.14_1_0010013.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/4zki8z
title: 15.14_1_0010018.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/7yid5n
title: C4R4_0030.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/pebc6c
title: C2R3_0010008.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/efwrup
title: 15.14_1_0010009.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/6soaie
title: C4R10_0010009.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/tkdu45
title: C2R1_0083.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/kldwwu
title: 15.14_1_0010025.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/mrxbef
title: 15.14_1_0010032.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/sty57l
title: C4R4_0045.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/epyooh
title: 15.14_1_0010037.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/i5nmrd
title: 15.14_1_0010023.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/dutrdg
title: C2R2_0008.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/fskp8q
title: C4R4_0059.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/ifbe3j
title: 15.14_1_0010017.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/tnzvpo
title: C2R2_0028.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/k05ewb
title: 15.14_1_0010003.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/aeggzb
title: 4g8 B16F0.tab

description: :unav
DOI: 10.34691/uchile/uyc3ur/ga9ak3
title: C2R2_0042.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/juq7xl
title: 15.14_1_0010010.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/odvxqg
title: C4R10_0010017.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/sjwnll
title: C4R4_0056.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/jai2ic
title: C2R1_0071.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/mhr2st
title: C2R2_0001.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/p3ajr7
title: C4R4_0057.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/rxyaa0
title: C4R4_0036.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/1fcqq4
title: 15.14_1_0010041.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/htu56e
title: 15.14_1_0010011.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/db7so9
title: C2R3_0010022.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/dyrgip
title: C2R2_0046.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/vjomtp
title: C2R2_0004.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/sghx0j
title: C2R2_0003.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/qnueno
title: 15.14_1_0010012.tif

description: :unav
DOI: 10.6084/m9.figshare.30862385
title: Incidence and characteristics among individuals developing frozen shoulder following COVID-19 vaccine administration: A systematic review

description: Perform a systematic review to determine incidence and characteristics of vaccine administration of those developing frozen shoulder (FS) following COVID-19 vaccine administration. Systematic review of the literature (PROSPERO number CRD42024611140). Inclusion criteria; diagnosis of frozen shoulder, published or available in the English language and onset of frozen shoulder linked to COVID-19 vaccination. Studies were excluded if FS was linked to onset outside of vaccination and if data were not separated. Relevant studies were assessed for inclusion and selected studies were identified from PubMed, EMBASE, EBSCOhost, Cochrane Library, Web of Science and CINAHL databases. The search strategy was developed by a biomedical librarian run on August 4, 2025. Data were extracted from retained studies and underwent quality assessment using The Joanna Briggs Institute Critical Appraisal Checklist. The search resulted in 1,506 studies and 9 retained for appraisal. A total of 140 individuals were identified among the retained studies with past medical history being reported in 6 of these studies identifying diabetes and hypothyroidism among the most common. Vaccine manufacturer and symptom manifestation data were reported in all retained studies. Incidence could not be determined based on available data In addition to known risk factors associated with vaccinations, those with comorbidities associated with the etiology of FS may also be predisposed to developing FS following COVID-19 vaccination administration. Clinicians evaluating those with suspected FS should be aware of the link between vaccinations and the development of FS. Additionally, clinicians administering COVID-19 vaccinations and boosters need to be aware of potential risk factors that may predispose individuals to developing FS following as well as possible signs and symptoms to be aware of post-vaccination.
DOI: 10.6084/m9.figshare.30862385.v1
title: Incidence and characteristics among individuals developing frozen shoulder following COVID-19 vaccine administration: A systematic review

description: Perform a systematic review to determine incidence and characteristics of vaccine administration of those developing frozen shoulder (FS) following COVID-19 vaccine administration. Systematic review of the literature (PROSPERO number CRD42024611140). Inclusion criteria; diagnosis of frozen shoulder, published or available in the English language and onset of frozen shoulder linked to COVID-19 vaccination. Studies were excluded if FS was linked to onset outside of vaccination and if data were not separated. Relevant studies were assessed for inclusion and selected studies were identified from PubMed, EMBASE, EBSCOhost, Cochrane Library, Web of Science and CINAHL databases. The search strategy was developed by a biomedical librarian run on August 4, 2025. Data were extracted from retained studies and underwent quality assessment using The Joanna Briggs Institute Critical Appraisal Checklist. The search resulted in 1,506 studies and 9 retained for appraisal. A total of 140 individuals were identified among the retained studies with past medical history being reported in 6 of these studies identifying diabetes and hypothyroidism among the most common. Vaccine manufacturer and symptom manifestation data were reported in all retained studies. Incidence could not be determined based on available data In addition to known risk factors associated with vaccinations, those with comorbidities associated with the etiology of FS may also be predisposed to developing FS following COVID-19 vaccination administration. Clinicians evaluating those with suspected FS should be aware of the link between vaccinations and the development of FS. Additionally, clinicians administering COVID-19 vaccinations and boosters need to be aware of potential risk factors that may predispose individuals to developing FS following as well as possible signs and symptoms to be aware of post-vaccination.
DOI: 10.34691/uchile/uyc3ur/uooqxo
title: C4R10_0010003.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/bvnum7
title: 15.14_1_0010007.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/cdu3m2
title: 15.14_1_0010030.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/mdrwqs
title: C2R2_0047.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/fmvkxf
title: C2R1_0074.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/za7dvm
title: C4R4_0061.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/6vyfmq
title: C4R10_0010021.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/werwvx
title: C2R2_0031.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/uaol7z
title: C4R10_0010008.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/ugbijx
title: C2R2_0027.tif

description: :unav
DOI: 10.5281/zenodo.17939176
title: Data from tracer experiments under varying flow rates in a 3D concrete printing system

description: This dataset contains measurements collected from tracer experiments conducted on a 3D concrete printing system. It includes the residence time distributions (RTD) obtained under varying flow rates, as well as continuously measured mass flow rate throughout the session. Additionally, the dataset includes data from in-line process measurements, such as pressure, temperature, and other relevant operational parameters. All data is described following the 3DCP.data framework of Eindhoven University of Technology.
DOI: 10.34691/uchile/uyc3ur/cds9kb
title: 15.14_1_0010005.tif

description: :unav
DOI: 10.5281/zenodo.17191645
title: Data from tracer experiments under varying flow rates in a 3D concrete printing system

description: This dataset contains measurements collected from tracer experiments conducted on a 3D concrete printing system. It includes the residence time distributions (RTD) obtained under varying flow rates, as well as continuously measured mass flow rate throughout the session. Additionally, the dataset includes data from in-line process measurements, such as pressure, temperature, and other relevant operational parameters. All data is described following the 3DCP.data framework of Eindhoven University of Technology.
DOI: 10.34691/uchile/uyc3ur/isuxb5
title: C4R4_0033.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/0pge24
title: 15.14_1_0010033.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/77q5sw
title: C2R2_0033.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/dctmy1
title: 15.14_1_0010016.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/cndhmu
title: C4R10_0010020.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/bzeqtu
title: C2R1_0058.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/sgya7b
title: 15.14_1_0010028.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/apmobq
title: 15.14_1_0010020.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/ticdlr
title: C4R10_0010005.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/5les9v
title: 15.14_1_0010036.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/ldxe2w
title: 15.14_1_0010030.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/fhytun
title: 15.14_1_0010001.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/0dszig
title: 15.14_1_0010014.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/n3iixz
title: C2R2_0026.tif

description: :unav
DOI: 10.15468/dl.z4ksfc
title: Occurrence Download

description: A dataset containing 7046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "TaxonKey is Scolopax rusticola",
 "Year 2020-2025"
 ]
}

 The dataset includes 7046 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053505-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34691/uchile/uyc3ur/da4ggj
title: 15.14_1_0010026.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/wjtgty
title: 15.14_1_0010016.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/hngxma
title: C2R1_0057.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/juphey
title: C4R4_0031.tif

description: :unav
DOI: 10.15468/dl.ane2rv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Geometry POLYGON ((-119.4893 34.93419, -119.4891 34.93387, -119.4888 34.93356, -119.4885 34.93326, -119.4882 34.93298, -119.4878 34.93272, -119.4875 34.93246, -119.4871 34.93223, -119.4867 34.93201, -119.4863 34.9318, -119.4859 34.93162, -119.4855 34.93145, -119.485 34.9313, -119.4846 34.93117, -119.4841 34.93106, -119.4837 34.93096, -119.4832 34.93089, -119.4828 34.93084, -119.4823 34.93081, -119.4796 34.93068, -119.4791 34.93067, -119.4786 34.93068, -119.4782 34.9307, -119.4777 34.93075, -119.4772 34.93082, -119.4768 34.9309, -119.4763 34.93101, -119.4759 34.93113, -119.4755 34.93127, -119.475 34.93143, -119.4746 34.93161, -119.4742 34.93181, -119.4739 34.93202, -119.4735 34.93225, -119.4731 34.93249, -119.4728 34.93275, -119.4725 34.93302, -119.4721 34.93331, -119.4719 34.93361, -119.4716 34.93392, -119.4713 34.93424, -119.4711 34.93457, -119.4709 34.93491, -119.4707 34.93526, -119.4706 34.93562, -119.4704 34.93598, -119.4703 34.93635, -119.4702 34.93672, -119.4701 34.9371, -119.4701 34.93748, -119.4701 34.93786, -119.4701 34.93824, -119.4701 34.93849, -119.4701 34.93887, -119.4701 34.93926, -119.4702 34.93963, -119.4703 34.94001, -119.4704 34.94038, -119.4706 34.94074, -119.4708 34.9411, -119.4709 34.94145, -119.4712 34.94179, -119.4714 34.94213, -119.4716 34.94245, -119.4719 34.94276, -119.4722 34.94306, -119.4725 34.94334, -119.4729 34.94361, -119.4732 34.94387, -119.4736 34.94411, -119.4739 34.94434, -119.4743 34.94455, -119.4747 34.94474, -119.4752 34.94492, -119.4756 34.94507, -119.476 34.94521, -119.4765 34.94533, -119.4794 34.94607, -119.4799 34.94617, -119.4803 34.94625, -119.4808 34.94632, -119.4813 34.94636, -119.4817 34.94638, -119.4822 34.94638, -119.4827 34.94637, -119.4831 34.94633, -119.4836 34.94628, -119.484 34.9462, -119.4845 34.94611, -119.4849 34.94599, -119.4854 34.94586, -119.4858 34.94571, -119.4862 34.94555, -119.4866 34.94536, -119.487 34.94516, -119.4874 34.94494, -119.4877 34.94471, -119.4881 34.94446, -119.4884 34.94419, -119.4887 34.94392, -119.489 34.94363, -119.4893 34.94332, -119.4896 34.94301, -119.4898 34.94268, -119.4901 34.94235, -119.4903 34.942, -119.4904 34.94165, -119.4906 34.94129, -119.4907 34.94093, -119.4908 34.94056, -119.4909 34.94019, -119.491 34.93981, -119.491 34.93943, -119.4911 34.93905, -119.4911 34.93866, -119.4911 34.93828, -119.491 34.9379, -119.491 34.93752, -119.4909 34.93714, -119.4908 34.93677, -119.4907 34.9364, -119.4905 34.93604, -119.4903 34.93569, -119.4901 34.93534, -119.4899 34.935, -119.4896 34.93452, -119.4893 34.93419))",
 {
 "not" : {
 "TaxonKey" : [
 "is Plantae"
 ]
 }
 },
 {
 "not" : {
 "TaxonKey" : [
 "is Aves"
 ]
 }
 },
 "Year is greater than or equal to 1926",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053506-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34691/uchile/uyc3ur/jffont
title: 15.14_1_0010018.tif

description: :unav
DOI: 10.15468/dl.mxkdmv
title: Occurrence Download

description: A dataset containing 54742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Iridomyrmex"
 ]
}

 The dataset includes 54742 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053472-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34691/uchile/uyc3ur/l0pere
title: C2R2_0013.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/tm7lae
title: C2R3_0010017.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/izwuma
title: C2R1_0084.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/9rex58
title: C2R2_0002.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/xeujmt
title: C2R1_0056.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/5nk72u
title: C2R1_0052.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/f1cpoy
title: C4R4_0039.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/d3t0s0
title: 15.14_1_0010019.tif

description: :unav
DOI: 10.34691/uchile/uyc3ur/salpdk
title: C2R1_0079.tif

description: :unav
DOI: 10.15468/dl.qrq4re
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Potosia opaca (Fabricius, 1787)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 211 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017463-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tz9uf
title: Occurrence Download

description: A dataset containing 1240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lissachatina fulica (Bowdich, 1822))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Brazil)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than or equal to 20000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1240 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017464-241007104925546/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.27241386
title: NAACL'2025 Artifact

description: Large Language Models (LLMs) have shown impressive capabilities in generating code, yet they often produce hallucinations—unfounded or incorrect outputs—that compromise the functionality of the generated code. This study investigates the application of local uncertainty quantification methods to detect hallucinations at the line level in code generated by LLMs. We focus on evaluating these methods in the context of two prominent code generation tasks, HumanEval and MBPP. We experiment with both open-source and black-box models. For each model, we generate code, calculate line-level uncertainty scores using various uncertainty quantification methods, and assess the correlation of these scores with the presence of hallucinations as identified by test case failures. Our empirical results are evaluated using metrics such as AUROC and AUPR to determine the effectiveness of these methods in detecting hallucinations, providing insights into their reliability and practical utility in enhancing the accuracy of code generation by LLMs.
DOI: 10.15468/dl.yd5rdg
title: Occurrence Download

description: A dataset containing 971052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "Geometry POLYGON ((4.8906 58.96345, 10.61023 59.28476, 10.22859 61.96969, 4.028397 61.61173, 4.8906 58.96345))",
 "CoordinateUncertaintyInMeters is less than or equal to 100"
 ]
}

 The dataset includes 971052 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017379-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.