cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29861535.v1
title: A data-analytics framework for exploring regression associations in multivariate categorical data of firefighters' PTSD

description: We propose a data-analytics framework for exploratory research that aims for a comprehensive understanding of potential associations in the survey data regarding firefighters' PTSD (Post-Traumatic Stress Disorder). The primary focus is to obtain insights regarding joint, marginal and conditional regression associations between an ordinal response variable, firefighters' PTSD, and a set of categorical risk factors in a comprehensive and integrated manner. To achieve this goal, the proposed framework incorporates two established data-driven methodologies: the recently developed non-model based regression association measure named as SCCRAM (Scaled Checkerboard Copula Regression Association Measure) and resampling (bootstrap/permutation) methods. The former facilitates the identification of subsets of risk factors that more effectively account for the overall regression association with PTSD, while also elucidating the roles of the relevant risk factors in both marginal and conditional aspects. The latter provides valuable information pertaining to uncertainties and statistical significances, as well as potential biases and the credibility of the estimated regression associations in multi-dimensional contingency tables which are often subject to sparseness or imbalance. Utilizing the proposed approach, our empirical findings indicate that disorder/mental health related factors have a more substantial association with PTSD, and the relationship between demographic/job-related factors and PTSD becomes more pronounced when accounting for the disorder/mental health factors.
DOI: 10.48505/nims.3323
title: XAFS spectrum of Sodium thiosulfate

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at S K-edge of Sodium thiosulfate measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3295
title: XAFS spectrum of Calcium carbonate

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Ca K-edge of Calcium carbonate measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3373
title: XAFS spectrum of Nickel sulfate hexahydrate

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Ni K-edge of Nickel sulfate hexahydrate measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3393
title: XAFS spectrum of Tetraethylammonium tetrachloroferrate(III)

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Fe K-edge of Tetraethylammonium tetrachloroferrate(III) measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.25381/cput.31339195
title: Marine mesocosm optimisation: Physicochemical properties

description: Researchers involved in environmental studies often face the difficulty of understanding the effect of man-made products on the environment, simply because it would be unethical to test this in situ, e.g., one cannot add oil to the marine environment to determine its impact on the marine organisms and the environment as a whole. Researchers have to resort to mimicking the environment in the laboratory. This approach comes with a challenge - how do we mimic seawater or do we use natural seawater; is there enough oxygen entering the system; do we need to replace the water on a regular basis to ensure a healthy environment or not. The setup of these experimental systems (mesocosms) needs to be monitored on a daily basis while optimising the conditions. This dataset contains details of the various physicochemical parameters monitored during three trial setups of the marine mesocosms.Mesocosm_Experiment_Trials_1_2_3_Results: Excel document containing information of physicochemical readings collected during the mesocosm trials 1, 2, and 3.
DOI: 10.48505/nims.3322
title: XAFS spectrum of Zinc sulfide

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at S K-edge of Zinc sulfide measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3337
title: XAFS spectrum of Lithium fluoride

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at F K-edge of lithium fluoride measured at Ritsumeikan-SR BL-11, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.34740/kaggle/dsv/14899215
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.48505/nims.3447
title: XAFS spectrum of Indium

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at In K-edge of Indium measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3377
title: XAFS spectrum of Phenyl Isocyanatobenzen Au(I)

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Au L3-edge of Phenyl Isocyanatobenzen Au(I) measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3361
title: XAFS spectrum of Copper-platinum alloy

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Pt L3-edge of Copper-platinum alloy measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3374
title: XAFS spectrum of Nickel(II) acetate, tetrahydrate

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Ni K-edge of Nickel(II) acetate, tetrahydrate measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3283
title: XAFS spectrum of α-Aluminum oxide

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Al K-edge of α-Aluminum oxide measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3379
title: XAFS spectrum of Iron

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Fe K-edge of Iron measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3299
title: XAFS spectrum of Hydroxyapatite

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Ca K-edge of Hydroxyapatite measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3430
title: XAFS spectrum of Palladium Carbide

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Pd K-edge of Palladium Carbide measured at PFAR, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3335
title: XAFS spectrum of HOPG, Highly oriented pyrolytic graphite

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at C K-edge of HOPG, Highly oriented pyrolytic graphite measured at Ritsumeikan-SR BL-11, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3396
title: XAFS spectrum of Silver(I) sulfate

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Ag L3-edge of Silver(I) sulfate measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3426
title: XAFS spectrum of Palladium Carbide

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Pd K-edge of Palladium Carbide measured at PFAR, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.25381/cput.31339084.v1
title: Marine mesocosm optimisation: Images

description: Researchers involved in environmental studies often face the difficulty of understanding the effect of man-made products on the environment, simply because it would be unethical to test this in situ, e.g., one cannot add oil to the marine environment to determine its impact on the marine organisms and the environment as a whole. Researchers have to resort to mimicking the environment in the laboratory. This approach comes with a challenge - how do we mimic seawater or do we use natural seawater; is there enough oxygen entering the system; do we need to replace the water on a regular basis to ensure a healthy environment or not. The setup of these experimental systems (mesocosms) needs to be monitored on a daily basis while optimising the conditions.In this dataset, images are provided of the three Trials set up to optimise the mesocosm conditions:Experimental_Trials_1_and_2_Pictures: Adobe pdf document containing Images of mesocosm setups containing mussels and sediment, testing the use of site water (seawater) vs the use of a commercial Red Sea salt which mimics the properties of seawater. This initial trial was set up in large plastic containers.Files labelled as 'Trial_3_Mesocosm_Day_#': Images of the pilot mesocosm setup containing sediment, mussels, and brown seaweed in one system, and using natural seawater. The container has a 22L capacity, is solid glass, reducing the risk of plastic contamination. The 'Day' indicate the day of the mesocosm on which the photograph was taken (Day 000, Day 007, Day 014, Day 021), and '#' denotes the number of photographs that were taken.<br>
DOI: 10.3535/1m0-van-w47
title: Diodora dorsata (Monterosato, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gph-6rr-w62
title: Oxymeris maculata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xda-al5-gzj
title: Tectus pyramis (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3300
title: XAFS spectrum of Calcium chloride

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Ca K-edge of Calcium chloride measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.3535/z19-0lg-5y1
title: Colubraria nitidula (G. B. Sowerby I, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h9n-m6g-dan
title: Myurella affinis (J. E. Gray, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/17j-8vl-wgl
title: Sphaerospira blomfieldi (J. C. Cox, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/smw-h87-h8d
title: Bythinella Moquin-Tandon, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gkp-724-71r
title: Sphaerospira Mörch, 1867

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x33-1hw-y8d
title: Daphniola hadei (E. Gittenberger, 1982)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3604
title: XAFS spectrum of Aluminum Foil Double-Coated with Conductive Acrylic Adhesive

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at S K-edge of Aluminum Foil Double-Coated with Conductive Acrylic Adhesive measured at Photon Factory BL-9A, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.3535/95e-s41-1m0
title: Nassarius deshayesii (Hombron & Jacquinot, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ec8-pyl-syf
title: Nassarius granosocostatus (Schepman, 1911)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5gv-ja5-cx2
title: Bullia natalensis (Krauss, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fv2-zz5-jch
title: Nassarius acuminatus (Marrat, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1rs-5aw-kxn
title: Tritia senegalensis (Maltzan, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n9d-23x-8vb
title: Nassarius tango F. Scarabino, 2004

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3319
title: XAFS spectrum of Lithium sulfide

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at S K-edge of Lithium sulfide measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.3535/f8n-5pj-ch3
title: Nassarius vitiensis (Hombron & Jacquinot, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sle-4qs-30x
title: Tritia vaucheri (Pallary, 1906)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6fx-t7v-43t
title: Nassarius papillosus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ejt-kln-tm3
title: Nassarius frederici (Melvill & Standen, 1901)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3313
title: XAFS spectrum of Lithium phosphate

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at P K-edge of Lithium phosphate measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.3535/f92-2yj-dzy
title: Nassarius arcadioi Rolán & Hernández, 2005

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v2x-bh3-egn
title: Nassarius ocellatus H. H. Kool & Galindo, 2014

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n1e-l23-830
title: Phrontis versicolor (C. B. Adams, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aj1-f2y-04z
title: Nassarius signatus (Dunker, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ha2-5xj-rrk
title: Nassarius cinctellus (A. Gould, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3346
title: XAFS spectrum of Potassium chloride

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Cl K-edge of Potassium chloride measured at Ritsumeikan-SR BL-13, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.3535/240-0qm-s12
title: Nassarius fenistratus (Marrat, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g80-6a3-l4l
title: Nassarius gruneri (Dunker, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/99x-jze-vkl
title: Nassarius crenoliratus (A. Adams, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pc9-wsv-30h
title: Nassarius sufflatus (A. Gould, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/23e-qna-42d
title: Reticunassa rotunda (Melvill & Standen, 1896)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l93-0tz-001
title: Tritia heynemanni (Maltzan, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3386
title: XAFS spectrum of Copper

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Cu K-edge of Copper measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.6084/m9.figshare.26403970
title: Ancestral karyotype reconstructed for gymnosperms

description: Descriptions for these files can be found in readme.txt. These data can be used for ortholog inference, synteny detection and karyotype mapping with WGDI/MCscanX/Orthofinder/SOI etc.Citation： Zhang R G, Liu H, Shang H Y et. al. Convergent patterns of karyotype evolution underlying karyotype uniformity in conifers [J]. Adv. Sci., 2025, 12 (7): 2411098 [https://doi.org/10.1002/advs.202411098]
DOI: 10.6084/m9.figshare.26403970.v1
title: Ancestral karyotype reconstructed for gymnosperms

description: Descriptions for these files can be found in readme.txt. These data can be used for ortholog inference, synteny detection and karyotype mapping with WGDI/MCscanX/Orthofinder/SOI etc.
DOI: 10.3535/abk-gsh-7he
title: Nassarius cinctellus (A. Gould, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ezb-wf1-ppe
title: Vertigo angustior Jeffreys, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pp4-s4t-t0f
title: Nassarius micans (A. Adams, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qwm-fw1-8hc
title: Nassarius albescens (Dunker, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/34w-d0k-sf2
title: Nassarius pullus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w6j-ekx-f10
title: Ilyanassa obsoleta (Say, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3289
title: XAFS spectrum of Aluminum metaphosphate

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Al K-edge of Aluminum metaphosphate measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.3535/6d8-env-ecb
title: Nassarius graphiterus (Hombron & Jacquinot, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c0x-yvz-sa0
title: Nassarius gaudiosus (Hinds, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6qx-s3a-3jm
title: Nassarius graphiterus (Hombron & Jacquinot, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nwq-zc6-teg
title: Nassarius conoidalis (Deshayes, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tst-erh-xap
title: Pseudopeas Putzeys, 1899

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3351
title: XAFS spectrum of Magnesium fluoride

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at F K-edge of Magnesium fluoride measured at Ritsumeikan-SR BL-2, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.15468/dl.wxdepx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Otocolobus manul"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031818-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4t4-egc-wr7
title: Nassarius coronatus (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c2n-nxg-na4
title: Bullia J. E. Gray, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8lv-hng-yhr
title: Nassarius fenwicki Kilburn, 1972

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sm8-q9v-xha
title: Nassarius coronatus (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dd7-syx-x7g
title: Nassarius glans (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3305
title: XAFS spectrum of Sodium chloride

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Na K-edge of Sodium chloride measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.3535/gt8-2gs-brv
title: Nassarius globosus (Quoy & Gaimard, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pg0-yxw-r70
title: Nassarius cadeei H. H. Kool, 2006

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.