cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xwjsgfzh83.1
title: Saudi ESB Dataset

description: This dataset contains 10,000 synthetic samples for training and evaluating AI systems 
for Saudi Arabia's End-of-Service Benefits (ESB) calculation under Saudi Labour Law 
(Royal Decree M/51, 2005; amended 2015). The dataset systematically models real-world 
legal consultation complexities absent from existing legal AI benchmarks.

KEY FEATURES:
- 10,000 query-response pairs (8,000 train / 1,000 validation / 1,000 test)
- Six complexity tiers: Standard cases (60%), Incomplete information (15%), Conflicting 
 evidence (10%), Legal interpretation (5%), Multi-step reasoning (5%), Adversarial (5%)
- Explicit uncertainty modeling with confidence scores (0-1 scale)
- Coverage: 16 Saudi Labour Law articles (74-88, 137-138, 234), 35 termination scenarios
- 2,000 multi-turn conversations (20% of dataset)
- Empirically grounded: Distributions derived from 47,382 real ESB cases (Saudi Ministry 
 of Human Resources, 2019-2023), 3,847 labor court disputes, and HR consultant interviews (n=23)

DATA STRUCTURE:
Each sample includes:
- Query: Natural language employee profile with service years, salary, termination type
- Ground truth: ESB amount (SAR), applicable legal articles, calculation steps
- Confidence score: 0-1 scale reflecting query ambiguity
- Complexity tier: 1-6 classification
- Metadata: Employee demographics, termination scenario, multi-turn conversation flag

VALIDATION:
- 97.3% pass rate on 12 automated validation checks
- Expert validation by Saudi labor law professionals
- Stratified sampling ensures representativeness across termination scenarios

APPLICATIONS:
- Training legal AI systems for ESB calculation
- Benchmarking uncertainty quantification methods
- Evaluating robustness to incomplete information and adversarial inputs
- Research on parameter-efficient fine-tuning and retrieval-augmented generation

LIMITATIONS:
- Synthetic data (not actual legal cases) due to privacy constraints
- Focused on ESB calculation only (16 of 245 Saudi Labour Law articles)
- Requires domain expertise for interpretation and application



LICENSE: CC BY 4.0 (recommended - allows reuse with attribution)

DATA FORMAT: JSON Lines (.jsonl) with structured fields for programmatic access
DOI: 10.17632/b9r6g98kr4
title: Association of DENND1A gene polymorphisms with polycystic ovary syndrome in Saudi Arabian women

description: Polycystic ovary syndrome (PCOS) is the most common endocrine disorder and a leading cause of infertility among women of reproductive age. Despite its increasing prevalence, the underlying molecular etiology remains poorly understood. Increasing evidence implicates genetic variants in DENND1A, a gene involved in endosomal trafficking and androgen biosynthesis regulation, in PCOS susceptibility. This study investigated the association of three intronic single-nucleotide polymorphisms (SNPs) (rs10818854, rs2479106, and rs10986105) within DENND1A with PCOS in Saudi Arabian women.
DOI: 10.17632/b9r6g98kr4.1
title: Association of DENND1A gene polymorphisms with polycystic ovary syndrome in Saudi Arabian women

description: Polycystic ovary syndrome (PCOS) is the most common endocrine disorder and a leading cause of infertility among women of reproductive age. Despite its increasing prevalence, the underlying molecular etiology remains poorly understood. Increasing evidence implicates genetic variants in DENND1A, a gene involved in endosomal trafficking and androgen biosynthesis regulation, in PCOS susceptibility. This study investigated the association of three intronic single-nucleotide polymorphisms (SNPs) (rs10818854, rs2479106, and rs10986105) within DENND1A with PCOS in Saudi Arabian women.
DOI: 10.13130/rd_unimi/jmksaw/x1uh8c
title: 2.0_0.0.tab

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/krnrgc
title: test.h5netcdf

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/usrmyh
title: count.sh

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/rwpjfl
title: sb.tab

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/8ljdgd
title: test.h5netcdf

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

description: A dataset containing 19547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ephedra Tourn. ex L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19547 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012541-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jex8en
title: Occurrence Download

description: A dataset containing 354090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Viola L.",
 "Year 2013-2021"
 ]
}

 The dataset includes 354090 records from 592 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0320677-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmbevp
title: Occurrence Download

description: A dataset containing 13855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Clethra L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13855 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012502-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7ruuh
title: Occurrence Download

description: A dataset containing 28473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Morus L."
 ]
}

 The dataset includes 28473 records from 539 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330888-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15272335
title: IODP Expedition 346 Core orientation

description: Core orientation data were measured downhole during advanced piston corer (APC) coring, either by Minex FlexIT or Icefield MI-5 core orientation tool. These tools measure magnetic strength and orientation, 3-axis accelerometer data, and tool temperature data.
DOI: 10.5281/zenodo.15272336
title: IODP Expedition 346 Core orientation

description: Core orientation data were measured downhole during advanced piston corer (APC) coring, either by Minex FlexIT or Icefield MI-5 core orientation tool. These tools measure magnetic strength and orientation, 3-axis accelerometer data, and tool temperature data.
DOI: 10.5281/zenodo.15272333
title: IODP Expedition 346 Natural gamma radiation

description: Natural gamma radiation (NGR) data in the ~0.1 to 3.0 MeV range were measured using eight custom-designed sodium iodide (thallium) [NaI(Tl)] detectors arranged along the core measurement axis at 20 cm intervals. The NGR system uses layers of passive shielding (lead) and active shielding (plastic scintillators and coincidence electronics) to reduce the cosmic-ray signal for low-count analysis of sediment core sections and to obtain the maximum signal-to-noise ratio. Data are reported on a total counts per second basis and the raw spectral files are available as compressed files for later analysis.
DOI: 10.5281/zenodo.15272334
title: IODP Expedition 346 Natural gamma radiation

description: Natural gamma radiation (NGR) data in the ~0.1 to 3.0 MeV range were measured using eight custom-designed sodium iodide (thallium) [NaI(Tl)] detectors arranged along the core measurement axis at 20 cm intervals. The NGR system uses layers of passive shielding (lead) and active shielding (plastic scintillators and coincidence electronics) to reduce the cosmic-ray signal for low-count analysis of sediment core sections and to obtain the maximum signal-to-noise ratio. Data are reported on a total counts per second basis and the raw spectral files are available as compressed files for later analysis.
DOI: 10.5281/zenodo.15272329
title: IODP Expedition 346 Magnetic susceptibility (point or contact system)

description: Magnetic susceptibility was measured on section halves on the Section Half Multisensor Logger (SHMSL) using a Bartington MS2 meter and either a MS2E or MS2K probe. Because all JRSO cores meet minimum size requirements for these two probes, MSPOINT data are corrected for volume and recorded in SI susceptibility units (x10-5).
DOI: 10.5281/zenodo.15272330
title: IODP Expedition 346 Magnetic susceptibility (point or contact system)

description: Magnetic susceptibility was measured on section halves on the Section Half Multisensor Logger (SHMSL) using a Bartington MS2 meter and either a MS2E or MS2K probe. Because all JRSO cores meet minimum size requirements for these two probes, MSPOINT data are corrected for volume and recorded in SI susceptibility units (x10-5).
DOI: 10.5281/zenodo.15272326
title: IODP Expedition 346 Magnetic susceptibility (whole round)

description: Magnetic susceptibility was measured on whole-round sections (and rarely section halves) on the Whole-Round Multisensor Logger (WRMSL) and/or Special Task Multisensor Logger (STMSL) using a Bartington MS2 meter and a 90 mm or 80 mm MS2C loop. As volume of the sample is not controlled for this experiment, susceptibility units are recorded in instrument units and are not volume-corrected.
DOI: 10.5281/zenodo.15272327
title: IODP Expedition 346 Magnetic susceptibility (whole round)

description: Magnetic susceptibility was measured on whole-round sections (and rarely section halves) on the Whole-Round Multisensor Logger (WRMSL) and/or Special Task Multisensor Logger (STMSL) using a Bartington MS2 meter and a 90 mm or 80 mm MS2C loop. As volume of the sample is not controlled for this experiment, susceptibility units are recorded in instrument units and are not volume-corrected.
DOI: 10.6084/m9.figshare.28856306
title: SRR7890835_mapped_ds0.1rgmd.bam

description: file for class
DOI: 10.3535/nva-rjy-ysj
title: †Micraster L. Agassiz, 1835

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qad-p3r-ce0
title: †Phymosoma Haime in d'Archiac & Haime, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zgl-rey-1ky
title: †Tylocidaris (Tylocidaris) Pomel, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/748-26f-ng6
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ctl-wxr-fly
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9t6-zr6-bsd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q18-rlg-mp0
title: Raja clavata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y1h-scm-x82
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qln-b2w-a3b
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vbt-vcv-9pl
title: Bos taurus primigenius Bojanus, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ve4-1wm-j4m
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h1x-lqk-6zs
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a6m-k3d-jtt
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r53-amd-81n
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eft-d05-2qm
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zqh-xx0-78c
title: Myliobatidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r4r-ebm-01x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/af9-k52-b4n
title: †Holectypus Desor, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jsc-1ws-cmz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/419-9h5-383
title: Perca fluviatilis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ynv-kns-2ln
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.h92tjr
title: Occurrence Download

description: A dataset containing 839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Chrysophyllum albidum"
 ]
}

 The dataset includes 839 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023166-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/d9y-612-gqk
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z2s-b1m-nbh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4qy-870-6bv
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q6d-mz9-pxy
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yf2-48e-p3b
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bhs-8tr-9pb
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q6v-8mk-851
title: Scyliorhinus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4zn-fgw-zsw
title: †Judahella Sohn, 1968

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/54w-wyk-s1w
title: Lamniformes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bdg-c11-leg
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/py9-8jt-86b
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1m3-hc7-yn0
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16903825
title: The Axis Model: A Unified Framework for Emergent Particle Structure, Cosmology, and Gravitational Phenomena

description: This repository contains the computational and empirical validation materials associated with the paper The Axis Model. The Axis Model proposes a unified geometric framework in which fundamental particles and interactions emerge from scalar-stabilized configurations of quantized vector displacements (“mortons”).

Included in this archive are Colab notebooks for gravitational wave signal analysis, SPARC rotation curve fitting, neutrino oscillation posterior fitting, composite photon birefringence modeling, and scalar–vector lensing simulations. All code is annotated and reproduces the figures and statistical metrics used in the paper, supporting transparency and reproducibility. See the manuscript for theoretical context and interpretation of results.

This dataset supersedes the original exploratory pipelines for gravitational-wave envelope analysis. The v1 code seeded phase and fit narrowly around 0.09 Hz without multiple-comparison correction; this produced spurious “detections.” In this version, we provide a preregistered, SHA-256-hashed specification and reproducible code implementing:





Uniform 0.01–5 Hz frequency scan,




Nested linear regression (cos/sin basis),




Max-T permutation test with phase-randomized surrogates (FWER control),




Off-source controls at ±300s and ±600s.



Exploratory scripts remain for archival comparison but are no longer recommended.

For questions, compatibility issues, or support with the Colab notebooks, contact the author at: amortonmd@gmail.com

This is version 2 of the dataset: It corrects the scalar projection formalism in Section 4.4.10 and replaces the outdated Colab with a Bridge Equation-compliant version.
DOI: 10.3535/lfr-dl2-6d8
title: †Spinatrypa Stainbrook, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n6q-gps-dzc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2lc-csj-c48
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gyp-ypd-xrm
title: Elephantidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fg5-2jt-agp
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.egf3mj
title: Occurrence Download

description: A dataset containing 342226 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "StateProvince is one of (cesar)"
 ]
}

 The dataset includes 342226 records from 303 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010690-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/w28-ays-qr6
title: Calyptraeidae Lamarck, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8jm-nae-e8q
title: Turritellidae Lovén, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/za6-jpe-n10
title: Polinices lacteus (Guilding, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/459-486-j9m
title: Marinula pepita P. P. King, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kgh-hv4-8fk
title: Barleeia W. Clark, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5pr-a9t-4dj
title: Vermicularia spirata (R. A. Philippi, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mr9-hrs-pxk
title: Turritella terebra (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wtw-tap-yyt
title: Littorina littorea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.hccv6h
title: Occurrence Download

description: A dataset containing 2366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-91.5 36.9, -87.0 36.9, -87.0 42.5, -91.5 42.5, -91.5 36.9))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "ClassKey is one of (Malacostraca)",
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2366 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004035-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/j5e-k89-rvw
title: Stomacosmethis sadongensis (E. A. Smith, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/snd-e5x-cel
title: Meioceras nitidum (W. Stimpson, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4hb-2s6-jdq
title: Janthina globosa Swainson, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/89h-60c-gda
title: Cerithidea obtusa (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/trl-ctp-mkx
title: Coralliophila H. Adams & A. Adams, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65y-ld1-5bt
title: Nerita tessellata Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c5w-8hr-axa
title: Notocypraea pulicaria (Reeve, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9l7-500-j1a
title: Faunus ater (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s6t-qx9-qem
title: Capulidae J. Fleming, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7pt-f1z-x79
title: Telescopium telescopium (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t76-94a-r00
title: Calyptraea Lamarck, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cbm-lsj-hg0
title: Bithynia tentaculata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dx3-sgm-r6j
title: Hexaplex trunculus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vcq-0l1-1g7
title: Stenothyra moussoni E. von Martens, 1897

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/80m-lb5-enk
title: Coralliophila rubrococcinea Melvill & Standen, 1901

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d1q-h6k-8me
title: Krachia Bałuk, 1975

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wnn-6t6-hgb
title: Parastrophia asturiana de Folin, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4h0-h0v-jm5
title: Pleuroceridae P. Fischer, 1885 (1863)

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