cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12020802.v3
title: Model Checking for Hidden Markov Models

description: Residual analysis is a useful tool for checking lack of fit and for providing insight into model improvement. However, literature on residual analysis and the goodness of fit for hidden Markov models (HMMs) is limited. As HMMs with complex structures are increasingly used to accommodate different types of data, there is a need for further tools to check the validity of models applied to real world data. We review model checking methods for HMMs and develop new methods motivated by a particular case study involving a two-dimensional HMM developed for time series with many null events. We propose new residual analysis and stochastic reconstruction methods, which are adapted from model checking techniques for point process models. We apply the new methods to the case study model and discuss their adequacy. We find that there is not one “best” test for diagnostics but that our new methods have some advantages over previously developed tools. The importance of multiple tests for complex HMMs is highlighted and we use the results of our model checking to provide suggestions for possible improvements to the case study model. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.20933520
title: Additional file 2 of The O-glycosylating enzyme GALNT2 acts as an oncogenic driver in non-small cell lung cancer

description: Additional file 2: Table S6. GESA enrichment analysis of genes co-expressed with GALNT6 in NSCLC.
DOI: 10.48597/sq8v-qzuw
title: Measurement of Inorganics in air and particle phase at Barcarrota

description: Measurement of Inorganics in air and particle phase at Barcarrota
DOI: 10.48597/sr9j-kcy5
title: Measurement of Inorganics in air and particle phase at Zarra

description: Measurement of Inorganics in air and particle phase at Zarra
DOI: 10.6084/m9.figshare.20933523
title: Additional file 3 of The O-glycosylating enzyme GALNT2 acts as an oncogenic driver in non-small cell lung cancer

description: Additional file 3: Table S7. RNA-seq after GALNT2 knockdown in A549 cells.
DOI: 10.48597/te4h-ys4q
title: Measurement of Sulphate_total at Cabo de Creus

description: Measurement of Sulphate_total at Cabo de Creus
DOI: 10.48597/tf3f-zzfn
title: Measurement of Inorganics in air and particle phase at Zarra

description: Measurement of Inorganics in air and particle phase at Zarra
DOI: 10.48597/twab-9rqk
title: Measurement of Sulphate_total at Zarra

description: Measurement of Sulphate_total at Zarra
DOI: 10.48597/v6pk-y5b3
title: Measurement of Inorganics in air and particle phase at Cabo de Creus

description: Measurement of Inorganics in air and particle phase at Cabo de Creus
DOI: 10.6084/m9.figshare.20933520.v1
title: Additional file 2 of The O-glycosylating enzyme GALNT2 acts as an oncogenic driver in non-small cell lung cancer

description: Additional file 2: Table S6. GESA enrichment analysis of genes co-expressed with GALNT6 in NSCLC.
DOI: 10.48597/vccp-z8wh
title: Measurement of Inorganics in air and particle phase at Barcarrota

description: Measurement of Inorganics in air and particle phase at Barcarrota
DOI: 10.48597/wchd-x66u
title: Measurement of Inorganics in air and particle phase at Cabo de Creus

description: Measurement of Inorganics in air and particle phase at Cabo de Creus
DOI: 10.48597/x357-zxmv
title: Measurement of Inorganics in air and particle phase at Barcarrota

description: Measurement of Inorganics in air and particle phase at Barcarrota
DOI: 10.48597/ye59-m4f4
title: Measurement of Inorganics in air and particle phase at Barcarrota

description: Measurement of Inorganics in air and particle phase at Barcarrota
DOI: 10.48597/26j4-23em
title: Measurement of Inorganics in precipitation at Metro Manila

description: Measurement of Inorganics in precipitation at Metro Manila
DOI: 10.48597/2rv9-huve
title: Measurement of Inorganics in precipitation at Banryu

description: Measurement of Inorganics in precipitation at Banryu
DOI: 10.48597/2zjp-pzyv
title: Measurement of Inorganics in precipitation at Mondy

description: Measurement of Inorganics in precipitation at Mondy
DOI: 10.48597/36rx-292j
title: Measurement of Inorganics in precipitation at Hoa Binh

description: Measurement of Inorganics in precipitation at Hoa Binh
DOI: 10.48597/3bs9-vsr5
title: Measurement of Inorganics in precipitation at Hoa Binh

description: Measurement of Inorganics in precipitation at Hoa Binh
DOI: 10.48597/3bw8-awv4
title: Measurement of Precipitation_amount_off at Banryu

description: Measurement of Precipitation_amount_off at Banryu
DOI: 10.48597/3es8-m4mw
title: Measurement of Ozone at Donon

description: Measurement of Ozone at Donon
DOI: 10.48597/3m75-v2bd
title: Measurement of Inorganics in air and particle phase and total_carbon at Mt Cimone

description: Measurement of Inorganics in air and particle phase and total_carbon at Mt Cimone
DOI: 10.48597/3wkr-jx2k
title: Measurement of Inorganics in precipitation at Ogasawara

description: Measurement of Inorganics in precipitation at Ogasawara
DOI: 10.48597/4cah-cpdd
title: Measurement of Inorganics in precipitation at Hanoi

description: Measurement of Inorganics in precipitation at Hanoi
DOI: 10.48597/4mg7-yaev
title: Measurement of Precipitation_amount_off at Ochiishi

description: Measurement of Precipitation_amount_off at Ochiishi
DOI: 10.48597/53nv-r9c3
title: Measurement of Heavy metals at Birkenes

description: Measurement of Heavy metals at Birkenes
DOI: 10.48597/59nq-s6n7
title: Measurement of Particle_number_size_distribution at Troll

description: Measurement of Particle_number_size_distribution at Troll
DOI: 10.48597/5kdd-nyvf
title: Measurement of Inorganics in precipitation at Mondy

description: Measurement of Inorganics in precipitation at Mondy
DOI: 10.48597/5kfx-kh84
title: Measurement of Precipitation_amount_off at Chongqing-Jinyunshan

description: Measurement of Precipitation_amount_off at Chongqing-Jinyunshan
DOI: 10.6084/m9.figshare.20933493.v1
title: Additional file 2 of Gene signatures, immune infiltration, and drug sensitivity based on a comprehensive analysis of m6a RNA methylation regulators in cervical cancer

description: Additional file 2. DEGs between different risk models.
DOI: 10.48597/64ef-jc2g
title: Measurement of Total_carbon at San Pietro Capofiume

description: Measurement of Total_carbon at San Pietro Capofiume
DOI: 10.48597/663z-3dg2
title: Measurement of Particle_number_size_distribution at Gual Pahari

description: Measurement of Particle_number_size_distribution at Gual Pahari
DOI: 10.48597/6szd-kt8g
title: Measurement of Precipitation_amount_off at Ijira

description: Measurement of Precipitation_amount_off at Ijira
DOI: 10.25582/data.2023-04.2780473/2333548
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2779959/2333549
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780627/2333550
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780334/2333551
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780165/2333552
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780453/2333553
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2779990/2333554
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780199/2333555
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780514/2333556
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780499/2333557
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780160/2333558
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780568/2333559
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2779983/2333560
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.urm3rn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sideroxylon bequaertii De Wild."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108765-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2780121/2333561
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.6gkwah
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio abbreviatus S.Moore"
 ]
}

 The dataset includes 87 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108766-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2780777/2333562
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.953xg5
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum gagei Raym.-Hamet"
 ]
}

 The dataset includes 31 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108767-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2779962/2333563
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780297/2333564
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2779969/2333565
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780775/2333566
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780207/2333567
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780381/2333568
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780404/2333569
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780000/2333570
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780152/2333571
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780170/2333572
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780325/2333573
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780006/2333574
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780720/2333575
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780208/2333576
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780382/2333577
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780338/2333578
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.85fzsp
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sideroxylon betsimisarakum Lecomte"
 ]
}

 The dataset includes 116 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108768-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2780049/2333579
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.w8zf6d
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio abruptus Thunb."
 ]
}

 The dataset includes 248 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108769-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2780097/2333580
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780785/2333581
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780387/2333582
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.825hxq
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum gattefossei Batt. & Jahand."
 ]
}

 The dataset includes 65 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108770-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2780662/2333583
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780167/2333584
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780573/2333585
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780505/2333586
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780422/2333587
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780017/2333588
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780545/2333589
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780227/2333590
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780070/2333591
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780622/2333592
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2779967/2333593
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780019/2333594
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780793/2333595
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780465/2333596
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780734/2333597
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780156/2333598
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.4y6xvb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio acetosifolius Baker"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108772-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2780492/2333599
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2779934/2333600
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.mtqp4h
title: Occurrence Download

description: A dataset containing 1223 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sideroxylon borbonicum A.DC."
 ]
}

 The dataset includes 1223 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108771-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2779944/2333601
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2779994/2333602
title: Data for EMSL Project 51287 from April 2023
DOI: 10.15468/dl.2qcnp5
title: Occurrence Download

description: A dataset containing 429 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Serruria acrocarpa R.Br."
 ]
}

 The dataset includes 429 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108773-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk6vtz
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum glaebosum Fröd."
 ]
}

 The dataset includes 34 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108774-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2780104/2333603
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780172/2333604
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780742/2333605
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780079/2333606
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780327/2333607
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780393/2333608
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780562/2333609
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780623/2333610
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780409/2333611
title: Data for EMSL Project 51287 from April 2023
DOI: 10.25582/data.2023-04.2780639/2333612
title: Data for EMSL Project 60410 from April 2023
DOI: 10.25582/data.2023-04.2780614/2333613
title: Data for EMSL Project 60410 from April 2023
DOI: 10.14461/oncat.data/2333624
title: Magnetic shape memory alloy Ni45Co5Mn36.6In13.4 measured on ARCS at 300 K and 450 K

description: These sqw files were generated by combining all of the individual crystal angles scans using the HORACE software package (https://pace-neutrons.github.io/Horace/unstable/user_guide/Getting_started.html). The neutron incident energy for both temperatures was 50 meV. The file labeled 50meV_450K_All.sqw is the 450 K data and the file labeled 50meV_RT_All.sqw is for the 300 K data. The crystal was oriented such that HHL is in the scattering plane.
DOI: 10.14461/oncat.data/2333625
title: Strain glass state of magnetic shape memory alloy Ni45Co5Mn36.6In13.4 measured on ARCS at 300 K

description: Combined inelastic neutron scattering data from ARCS on the strain glass state of Ni45Co5Mn36.6In13.4 measured at 300 K. Crystal was oriented with HHL in the scattering plane. To obtain a large Q-E volume the crystal was rotated in the beam and the individual angles were combined using the HORACE software package (https://pace-neutrons.github.io/Horace/unstable/user_guide/Getting_started.html).
DOI: 10.15468/dl.89td66
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio achilleifolius DC."
 ]
}

 The dataset includes 203 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108775-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.438fcy
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum glomerifolium M.G.Gilbert"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108777-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wusj5u
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sideroxylon boutonianum A.DC."
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108778-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eaxxz2
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Serruria aemula Knight"
 ]
}

 The dataset includes 400 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108776-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cgngr
title: Occurrence Download

description: A dataset containing 5408 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scorzoneroides carpetana (Lange) Greuter"
 ]
}

 The dataset includes 5408 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108779-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6az8ms
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio actinoleucus F.Muell."
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108780-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dk7zu
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sideroxylon canariense Leyens, Lobin & A.Santos"
 ]
}

 The dataset includes 253 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108782-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjgdw2
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sedum gracile C.A.Mey."
 ]
}

 The dataset includes 275 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108781-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmtdbt
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Serruria aitonii R.Br."
 ]
}

 The dataset includes 487 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108783-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw6hbk
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scorzoneroides cichoriacea (Ten.) Greuter"
 ]
}

 The dataset includes 423 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108784-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agv3sa
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio actinotus Hand.-Mazz."
 ]
}

 The dataset includes 37 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108785-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.