cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57756/8nmu3v
title: Supplementary Material for Quantitative and qualitative statistical analyses of the shell and the genital traits of the doorsnail genus Montenegrina O. Boettger, 1877 (Gastropoda: Clausiliidae)

description: <p>The importance of genital morphology for alpha- and supraspecific taxonomy of pulmonate land snails has been known since the 19th century. Despite that, the genital anatomy of the family Clausiliidae has been considered of low discriminatory importance at the species level, although it has great potential for discriminating genera. No statistical analyses of fundamental aspects of genital morphology of clausiliids, such as measurements, size ranges, mean values, standard deviation, and trait categorization, are yet found in the literature. Moreover, no data on statistical correlations among the various morphological parts (genitalia and shell) have been reported to date. In the present study we investigate the clausiliid genus Montenegrina as a model for such morphometric analyses. Measurements show a high degree of variability and large overlaps among the Montenegrina taxa. Correlation tests show positive correlations among some shell chracters, while correlations among genital characters prove to be generally weaker. Additionally, we compare quantitative (morphometric measurements) and qualitative (categorization of traits) data with principal component analyses (PCA) to test if genitalia and shell morphological features correspond to the phylogeny based on published previously mitochondrial DNA sequences. The morphometric analyses of shell and genital characters show that, although specimens of the same taxon mostly cluster together, many clades overlap in the PCA scatter plots and/or form intermingled clusters in the neighbour-joining (NJ) trees. Finally, we ask if the taxa studied show character displacement. Among the 4 syntopic pairs of taxa that exist in the genus Montenegrina, 3 show a morphological Euclidean distance well above the average for the genus, although the discriminant power is notably weak. Assumptions on how ecological factors should result in differences of shell and/or genital morphology—thus, ecological character displacement (ECD)—remain speculative. Our findings are compatible with both the assumption of reproductive character displacement (RCD) as well as the non-adaptive radiation hypothesis raised by earlier work on this group. </p><p>This repository contains the Supplementary Material for this article.</p>
DOI: 10.5281/zenodo.18609316
title: DataSet_Oliveira and Supplementary Material_Oliveira et al_JAE
DOI: 10.5281/zenodo.18609942
title: DataSet_Oliveira and Supplementary Material_Oliveira et al_JAE
DOI: 10.5281/zenodo.18429017
title: C22328 BItFROST

description: 3D model of bone knife in the collection of the Museum of Cultural History, University of Oslo

View 3D model on BItFROST

View artefact on the Unimus portal

Documented for study by Mieko Matsumoto
DOI: 10.15468/dl.m4g53d
title: Occurrence Download

description: A dataset containing 2914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litsea elongata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2914 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008492-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18429016
title: C22328 BItFROST

description: 3D model of bone knife in the collection of the Museum of Cultural History, University of Oslo

View 3D model on BItFROST

View artefact on the Unimus portal

Documented for study by Mieko Matsumoto
DOI: 10.15468/dl.2v942c
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizorhiza neglecta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008493-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufm8tw
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tympanopleura longipinna",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008496-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kurb26
title: Occurrence Download

description: A dataset containing 770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Escallonia bifida",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 770 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008494-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj59mj
title: Occurrence Download

description: A dataset containing 142100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycopodium",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 142100 records from 1182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008422-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/c8pt-hc87
title: "6G-Bench"

description: "Emerging sixth-generation (6G) networks are increasingly envisioned as AI-native, intent-driven systems in which foundation models act as high-level reasoning and coordination layers above standardized network functions. However, existing evaluations of large language models (LLMs) in wireless and networking domains largely focus on isolated tasks or treat networks as numeric constraints, leaving network-level semantic reasoning over intent, policy, trust, and multi-agent coordination insufficiently explored. This paper introduces 6G-Bench, an open benchmark for evaluating semantic communication and network-level reasoning in AI-native 6G networks. 6G-Bench defines a taxonomy of 30 decision-making tasks (T1--T30) extracted from ongoing 6G and AI-agent standardization activities in 3GPP, IETF, ETSI, ITU-T, and the O-RAN Alliance, and organizes them into five standardization-aligned capability categories. Starting from 113{,}475 scenarios, we generate a balanced pool of 10{,}000 very-hard multiple-choice questions using task-conditioned prompts that enforce multi-step quantitative reasoning under uncertainty and worst-case regret minimization over multi-turn horizons. After automated filtering and expert human validation, 3{,}722 questions are retained as a high-confidence evaluation set, while the full pool is released to support training and fine-tuning of 6G-specialized models. Using 6G-Bench, we evaluate 22 foundation models spanning dense and mixture-of-experts architectures, short- and long-context designs (up to 1M tokens), and both open-weight and proprietary systems. Across models, deterministic single-shot accuracy (pass@1) spans a wide range from 0.22 to 0.82, highlighting substantial variation in semantic reasoning capability. Leading models achieve intent and policy reasoning accuracy in the range 0.87\u20130.89, while selective robustness analysis on reasoning-intensive tasks shows pass@5 values ranging from 0.20 to 0.91. To support open science and reproducibility, we release the 6G-Bench dataset on GitHub: https:\/\/github.com\/maferrag\/6G-Bench."
DOI: 10.5281/zenodo.18609543
title: Data and R code for "Climate change can generate enemy-free space for crop-feeding herbivores"

description: Dataset and R code for the paper Wyckhuys, K.A.G.; Pozsgai, G.; Finch, E.A.; Seehausen, M.L.; Zhang, W.; Yubak, D.G.C. Climate change can generate enemy-free space for crop-feeding herbivores. 2026. Global Change Biology
DOI: 10.5281/zenodo.18609542
title: Data and R code for "Climate change can generate enemy-free space for crop-feeding herbivores"

description: Dataset and R code for the paper Wyckhuys, K.A.G.; Pozsgai, G.; Finch, E.A.; Seehausen, M.L.; Zhang, W.; Yubak, D.G.C. Climate change can generate enemy-free space for crop-feeding herbivores. 2026. Global Change Biology
DOI: 10.5281/zenodo.18574954
title: GRACE-FO LRI1B HUST V01 Dataset

description: Update Description (20260210)

This update mainly focuses on optimizing and refining several engineering implementation details in the data processing workflow, while the core data processing methodology remains unchanged. The specific updates are summarized as follows:

1、CNR determination

Since the official LRI1A RL04 data released prior to July 1, 2019 do not contain the key parameters required for CNR calculation, all CNR values in the early version (20250328) were directly inherited from the JPL LRI1B RL04 product. In the updated version, the CNR handling strategy is as follows:



For data prior to July 1, 2019, CNR values continue to be inherited from the JPL RL04 product;

For data on and after July 1, 2019, CNR values are independently computed by our processing system.


2、Scale factor estimation

For LRI1A data segments with temporal discontinuities, the scale factor estimation method has been revised from a global estimation approach to a segmented estimation approach.

3、Improved handling of data gaps and missing days

To address the coarse treatment of LRI1A data discontinuities or missing dates in earlier versions, the following improvements have been implemented in this update:



An additional low-CNR data screening step has been introduced, removing observations with CNR values lower than 80 dB;

Data for certain dates with evident errors or anomalies (e.g., July 6, 2021) have been corrected.


4、Extension of phase anomaly quality flag association window

Considering that CRN filtering is applied during the generation of the LRI1B data, the temporal association window of the phase anomaly quality flag has been extended to 2 seconds before and after each detected anomaly.

Overall, this update concentrates on engineering-level optimizations and improvements in data quality, without modifying the core data processing methods. Therefore, the updated dataset continues to use the version number V01. Since its release in March 2025, the HUST V01 dataset has received valuable feedback from the research community, for which we express our sincere gratitude. We will continue to improve the data product and welcome further suggestions and comments (contact emails: lihongg@hust.edu.cn; zhouh@hust.edu.cn).
DOI: 10.5281/zenodo.15099749
title: GRACE-FO LRI1B HUST V01 Dataset

description: Update Description (20260210)

This update mainly focuses on optimizing and refining several engineering implementation details in the data processing workflow, while the core data processing methodology remains unchanged. The specific updates are summarized as follows:

1、CNR determination

Since the official LRI1A RL04 data released prior to July 1, 2019 do not contain the key parameters required for CNR calculation, all CNR values in the early version (20250328) were directly inherited from the JPL LRI1B RL04 product. In the updated version, the CNR handling strategy is as follows:



For data prior to July 1, 2019, CNR values continue to be inherited from the JPL RL04 product;

For data on and after July 1, 2019, CNR values are independently computed by our processing system.


2、Scale factor estimation

For LRI1A data segments with temporal discontinuities, the scale factor estimation method has been revised from a global estimation approach to a segmented estimation approach.

3、Improved handling of data gaps and missing days

To address the coarse treatment of LRI1A data discontinuities or missing dates in earlier versions, the following improvements have been implemented in this update:



An additional low-CNR data screening step has been introduced, removing observations with CNR values lower than 80 dB;

Data for certain dates with evident errors or anomalies (e.g., July 6, 2021) have been corrected.


4、Extension of phase anomaly quality flag association window

Considering that CRN filtering is applied during the generation of the LRI1B data, the temporal association window of the phase anomaly quality flag has been extended to 2 seconds before and after each detected anomaly.

Overall, this update concentrates on engineering-level optimizations and improvements in data quality, without modifying the core data processing methods. Therefore, the updated dataset continues to use the version number V01. Since its release in March 2025, the HUST V01 dataset has received valuable feedback from the research community, for which we express our sincere gratitude. We will continue to improve the data product and welcome further suggestions and comments (contact emails: lihongg@hust.edu.cn; zhouh@hust.edu.cn).
DOI: 10.15468/dl.4ze24f
title: Occurrence Download

description: A dataset containing 7897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litsea glutinosa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 7897 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008497-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsyw29
title: Occurrence Download

description: A dataset containing 3327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sisyrinchium angustifolium",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3327 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008498-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/jfs-xjg-v60
title: Conus muriculatus G. B. Sowerby I, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sdy-q1t-qtw
title: Vexillum vulpecula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2z3-v7q-pt2
title: Calpurnus verrucosus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3mb-c4t-qne
title: Bullia melanoides (Deshayes, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0dx-9bl-wkn
title: Puperita pupa (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/99k-vl9-h6a
title: Nassarius margaritifer (Dunker, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bfg-fjd-epf
title: Tritia incrassata (Strøm, 1768)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36n-1nl-tpr
title: Hinea lineata (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zqb-zmz-11n
title: Calthalotia fragum (R. A. Philippi, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2x9-peg-m5r
title: Lithopoma tectum ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hsl-xp2-1dt
title: Sansonia tuberculata (R. B. Watson, 1886)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/djd-49y-crj
title: Cerithium dialeucum R. A. Philippi, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kqp-jv9-dfp
title: Northia northiae (J. E. Gray, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bdf-rwz-pyz
title: Conus spectrum Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l9s-j7a-z6a
title: Caviturritella variegata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/abg-bc5-afr
title: Vexillum virgo (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/byg-5gz-s3d
title: Crepidula convexa Say, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nzp-s6w-2h3
title: Vexillum vulpecula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zxv-fvv-ebq
title: Fossarus ambiguus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lxz-kma-dxs
title: Quadrans gargadia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tgs-15w-xma
title: Conus moreleti Crosse, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xe9-nyc-m94
title: Conus miles Linnaeus, 1758

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

description: A dataset containing 9255 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dolichogenidea"
 ]
}

 The dataset includes 9255 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006671-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fem-q1f-s49
title: Cylindrobulla beauii P. Fischer, 1857

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rtb-a2b-6ym
title: Oliva australis Duclos, 1835

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3pg-j52-d9l
title: Conus miliaris Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tjz-sjx-945
title: Nassarius margaritifer (Dunker, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ka4-sep-lmd
title: Haliotis ovina Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1lv-ktc-648
title: Calliostoma formosense E. A. Smith, 1907

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/djs-w57-3dv
title: Belloliva Peile, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/75m-mv5-1d0
title: Scutellastra flexuosa (Quoy & Gaimard, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vnv-emj-9al
title: Gibbula zonata (W. Wood, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/369-2k5-wnk
title: Nassarius marmoreus (A. Adams, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/88e-xk0-xrd
title: Columbella mercatoria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5mc-4ss-27d
title: Conus sulcatus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ptg-6dy-dx3
title: Melampus granifer (Mousson, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b8k-ck4-f0m
title: Umbilia armeniaca (Verco, 1912)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c8q-p4q-qbt
title: Oxymeris felina (Dillwyn, 1817)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9kh-ave-f57
title: Clypeomorus bifasciata (G. B. Sowerby II, 1855)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/att-zz1-cgc
title: Conus mus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h8f-kek-gak
title: Conus vexillum Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4e9-nl8-zg9
title: Fabulina fabula (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5m9-rzp-cmn
title: Gyrineum pusillum (Broderip, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b0l-e3j-bt1
title: Conus episcopatus da Motta, 1982

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hdl-s2j-set
title: Reticunassa paupera (A. Gould, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jqd-yd1-yhv
title: Cerithium atratum (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jv1-7h2-3hr
title: Crassopleura maravignae (Bivona, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zng-z10-dky
title: Anodontites tenebricosa (I. Lea, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/38j-33s-e0j
title: Rhinoclavis kochi (R. A. Philippi, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7p7-w8e-g8g
title: Tegula luctuosa (A. d'Orbigny, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/el1-bjp-nzn
title: Cryptospira ventricosa (Fischer von Waldheim, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gm3-06j-eam
title: Trochus maculatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2dc-sny-etl
title: Tritia mutabilis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8j5-7wa-vz3
title: Conasprella puncticulata (Hwass, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ap2-vp5-grb
title: Cymatium ranzanii (Bianconi, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dxn-pcv-t9g
title: Nassarius sufflatus (A. Gould, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/10h-zyn-nvw
title: Agaronia testacea (Lamarck, 1811)

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