cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15529452
title: Observation Report: Shame-Oriented Tattoo in High-Tension Genital Zone (2021)

description: ### Title: Observation Report of Shame-Oriented Tattoo Procedure in a High-Tension Genital Zone (Taiwan, 2021)

#### Abstract:This dataset presents a rare and detailed case study in the field of body modification, sexual psychology, and ritual-based identity marking. It documents the complete procedure of a shame-themed tattoo applied on the mons pubis of a 34-year-old woman with a master’s degree in education. Professionally, she is a married elementary school English teacher; privately, she assumes the role of a submissive in long-term BDSM practices and engages in part-time sex work.

#### Procedure & Observations:The tattoo—a single Chinese character meaning “prostitute”—was placed in a high-pain, high-mobility genital zone. The procedure triggered several notable physiological responses: - Pain-induced vocal reactions and involuntary muscle contractions- Expulsion of internal objects (vaginal smart balls and anal plug)- Intense vaginal fluid discharge, causing an interruption in the procedure

Despite physical distress, the subject insisted on completing the tattoo, emphasizing the role-based ritual of self-humiliation and identity affirmation.

#### Technical Notes:The report includes domain-specific tattooing terms such as:- Skin tension management in dynamic areas- Use of 3RL liner needle and black carbon ink- Pain point progression in genital zones

#### Academic & Cultural Significance:This report provides an exceptional data point for:- Researchers in psychosexual behavior and BDSM culture- Artists and practitioners in symbolic body modification- Scholars exploring shame, ritual, gender, and self-branding

#### Contents:- Full Traditional Chinese report (PDF)- English abstract (DOCX)- License: CC BY-NC-SA 4.0

All identifying details have been anonymized. Recommended for academic citation and non-commercial behavioral research.
description: This observation was recorded independently by a professional tattoo artist in Taiwan. The primary document is in Traditional Chinese and includes domain-specific terminology related to body modification, skin tension management, and high-pain zone procedures.

The report emphasizes the client’s dual identity (academic educator and BDSM submissive), and how shame-oriented tattooing was used as a means of role-based self-marking. The material is anonymized and structured for non-commercial academic and behavioral reference use.
DOI: 10.5281/zenodo.15531767
title: Observation Report: Shame-Oriented Tattoo in High-Tension Genital Zone (2021)

description: ### Title: Observation Report of Shame-Oriented Tattoo Procedure in a High-Tension Genital Zone (Taiwan, 2021)

#### Abstract:This dataset presents a rare and detailed case study in the field of body modification, sexual psychology, and ritual-based identity marking. It documents the complete procedure of a shame-themed tattoo applied on the mons pubis of a 34-year-old woman with a master’s degree in education. Professionally, she is a married elementary school English teacher; privately, she assumes the role of a submissive in long-term BDSM practices and engages in part-time sex work.

#### Procedure & Observations:The tattoo—a single Chinese character meaning “prostitute”—was placed in a high-pain, high-mobility genital zone. The procedure triggered several notable physiological responses: - Pain-induced vocal reactions and involuntary muscle contractions- Expulsion of internal objects (vaginal smart balls and anal plug)- Intense vaginal fluid discharge, causing an interruption in the procedure

Despite physical distress, the subject insisted on completing the tattoo, emphasizing the role-based ritual of self-humiliation and identity affirmation.

#### Technical Notes:The report includes domain-specific tattooing terms such as:- Skin tension management in dynamic areas- Use of 3RL liner needle and black carbon ink- Pain point progression in genital zones

#### Academic & Cultural Significance:This report provides an exceptional data point for:- Researchers in psychosexual behavior and BDSM culture- Artists and practitioners in symbolic body modification- Scholars exploring shame, ritual, gender, and self-branding

#### Contents:- Full Traditional Chinese report (PDF)- English abstract (DOCX)- License: CC BY-NC-SA 4.0

All identifying details have been anonymized. Recommended for academic citation and non-commercial behavioral research.
description: This observation was recorded independently by a professional tattoo artist in Taiwan. The primary document is in Traditional Chinese and includes domain-specific terminology related to body modification, skin tension management, and high-pain zone procedures.

The report emphasizes the client’s dual identity (academic educator and BDSM submissive), and how shame-oriented tattooing was used as a means of role-based self-marking. The material is anonymized and structured for non-commercial academic and behavioral reference use.
DOI: 10.15468/dl.4yp6qc
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pamphagus marmoratus"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023251-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/u1u2l8
title: environment_JMIR_Paper_2023.yml

description: :unav
DOI: 10.57745/vdnaxl
title: code_JMIR_Paper_2023.ipynb

description: :unav
DOI: 10.57745/3gxc5p
title: code_JMIR_Paper_2023.html

description: :unav
DOI: 10.57745/mehzu4
title: data_JMIR_Paper_2023.tab

description: :unav
DOI: 10.57745/t8loml
title: acronyms.md

description: :unav
DOI: 10.57745/hdzgdq
title: readme.md

description: :unav
DOI: 10.57745/e4scrg
title: data_JMIR_Paper_2023-1.tab

description: :unav
DOI: 10.57745/ntqlda
title: Association of prospective falls in older people with ubiquitous step-based fall risk parameters calculated from ambulatory inertial signals

description: Data (aggregated fall prediction parameters derived from one-week ambulatory inertial data for 301 older people + occurrence of fall during a one-year follow-up period) and the code (Jupiter Notebook) that were used to produce the fall prediction model from ambulatory gait characteristics in the associated paper.
DOI: 10.3535/6tl-4pf-btp
title: Abies nebrodensis (Lojac.) Mattei

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/s60-1z9-57s
title: Asyneuma limonifolium (L.) Janch.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5281/zenodo.17360572
title: CNNs for orientation mapping of LNO electron diffraction patterns together with test-data.

description: Content:

Classification and Regression neural networks for predicting the orientation of LiNiO2 transmission electron diffraction images. Also included are two test datasets. One a set of simulated images of orientations not in the training datasets of the networks and one of a experimentally recorded LiNiO2 sample. 

 

Training data:

The CNNs were trained on synthetic diffraction patterns of LiNiO2 simulatad with the Bloch-wave algorithm of the py4DStem python package. Three different training datasets were created and the number at the end of the networks' name indicate on which they were trained. The training datasets differ in the manner they cover the orientation space of the fundamental zone of the material. For the first datatset orientations were randomly selected. For the second dataset, the three Euler angles were each varied in steps of 2.5 degrees and for the third dataset equi-spaced orientations were simulated. The training diffraction patters were simulated with a acceleration voltage of 300kV, a semi-convergence angle of 1.5mrad and a maximum field of view of 8mrad. The images were augmented to include shifting centers, different camera lengths and amorphous material on the sample.

 

Networks:

The networks follow a conventional CNN architecture. They take a 256x256 image as input and encode it using a number of convolutional blocks. The latent space consists of two fully connected layers each containing 3,200 nodes. The classification networks end in a fully connected layer with a softmax activation. The number of nodes ranges from 70,000 to 500,000 depending on the training dataset used. The mapping from these nodes to the sets of Euler angles is given in .xlsx files inside each network folder. The regression network ends in a FC-layer with three nodes, one for each Euler angle.

 

Test datasets:

The simulated test-datasets consists of 580,000 unaugmented images, following the same covering of the fundamental zone as the third training dataset, but with a higher resolution in the orientation space. The experimental test-datset of a LiNiO2 sample was recorded with a JEOL JEM-3010 operating at 300kV, using a convergence semi-angle of 1.6 mrad. A NanoMegas P2010 system is used to precess and scan the electron beam across the sample with a precession angle set to 0.6 degrees. The experimental images were labeled with the ASTAR pattern matching software.
DOI: 10.25934/pr00011865
title: A Phase 3, Randomized, Controlled, Open-label, Clinical Study of Pevonedistat Plus Azacitidine Versus Single-Agent Azacitidine as First-Line Treatment for Patients With Higher-Risk Myelodysplastic Syndromes, Chronic Myelomonocytic Leukemia, or Low-Blast Acute Myelogenous Leukemia

description: The purpose of this study is to determine whether the combination of pevonedistat and azacitidine improves event-free survival (EFS) when compared with single-agent azacitidine. (An event is defined as death or transformation to AML in participants with MDS or CMML, whichever occurs first, and is defined as death in participants with low-blast AML).
DOI: 10.3535/azt-f8r-nqb
title: Arisarum vulgare subsp. vulgare O. Targ. Tozz.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/f2j-bgh-gxk
title: Genista triacanthos Brot.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/h6h-zvt-zzx
title: Filago pyramidata L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5281/zenodo.17360571
title: CNNs for orientation mapping of LNO electron diffraction patterns together with test-data.

description: Content:

Classification and Regression neural networks for predicting the orientation of LiNiO2 transmission electron diffraction images. Also included are two test datasets. One a set of simulated images of orientations not in the training datasets of the networks and one of a experimentally recorded LiNiO2 sample. 

 

Training data:

The CNNs were trained on synthetic diffraction patterns of LiNiO2 simulatad with the Bloch-wave algorithm of the py4DStem python package. Three different training datasets were created and the number at the end of the networks' name indicate on which they were trained. The training datasets differ in the manner they cover the orientation space of the fundamental zone of the material. For the first datatset orientations were randomly selected. For the second dataset, the three Euler angles were each varied in steps of 2.5 degrees and for the third dataset equi-spaced orientations were simulated. The training diffraction patters were simulated with a acceleration voltage of 300kV, a semi-convergence angle of 1.5mrad and a maximum field of view of 8mrad. The images were augmented to include shifting centers, different camera lengths and amorphous material on the sample.

 

Networks:

The networks follow a conventional CNN architecture. They take a 256x256 image as input and encode it using a number of convolutional blocks. The latent space consists of two fully connected layers each containing 3,200 nodes. The classification networks end in a fully connected layer with a softmax activation. The number of nodes ranges from 70,000 to 500,000 depending on the training dataset used. The mapping from these nodes to the sets of Euler angles is given in .xlsx files inside each network folder. The regression network ends in a FC-layer with three nodes, one for each Euler angle.

 

Test datasets:

The simulated test-datasets consists of 580,000 unaugmented images, following the same covering of the fundamental zone as the third training dataset, but with a higher resolution in the orientation space. The experimental test-datset of a LiNiO2 sample was recorded with a JEOL JEM-3010 operating at 300kV, using a convergence semi-angle of 1.6 mrad. A NanoMegas P2010 system is used to precess and scan the electron beam across the sample with a precession angle set to 0.6 degrees. The experimental images were labeled with the ASTAR pattern matching software.
DOI: 10.3535/ez8-lsx-0n7
title: Cerastium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/w9s-50n-bbf
title: Nerium oleander L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/c8k-3r1-fqa
title: Ophrys apifera Huds.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fle-b7x-etp
title: Silene supina subsp. pruinosa (Boiss.) Chowdhury

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/l10-jqj-jsc
title: Brachypodium distachyon (L.) P. Beauv.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/a7q-vz8-bpx
title: Callitriche obtusangula Le Gall

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/gwd-cjz-tb0
title: Diapensia lapponica L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/rx0-hvx-j6f
title: Brassica barrelieri (L.) Janka

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.dujtvu
title: Occurrence Download

description: A dataset containing 1095 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia desertorum"
 ]
}

 The dataset includes 1095 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027987-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1w9-3nn-gyt
title: Alkanna primuliflora Griseb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/vey-jta-r1q
title: Isoëtes olympica A. Braun

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yt6-2sz-6yn
title: Cyperus strigosus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9c2-r9v-b1q
title: Helleborus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/rsg-7hy-cej
title: Hibiscus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/xq4-6hm-q5l
title: Abies grandis (Douglas ex D. Don) Lindl.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/cqm-585-g6x
title: Anthemis austriaca Jacq.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/vm0-l4c-b6j
title: Acanthus mollis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/h3f-r99-8nb
title: Filago L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jz4-h1c-gbm
title: Senecio L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ver-92h-s3m
title: Dactylorhiza romana (Sebast.) Soó

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/85r-4rb-l82
title: Sisymbrium crassifolium Cav.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/egv-zt3-pwh
title: Luzula arcuata (Wahlenb.) Sw.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ehs-q2p-a7z
title: Achillea nobilis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/arl-ffd-lvd
title: Fagus sylvatica L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/r73-kcf-7eg
title: Sisymbrium crassifolium Cav.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.8g36k2
title: Occurrence Download

description: A dataset containing 1581 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Anura sounds from around the world"
 ]
}

 The dataset includes 1581 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008076-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwdkmk
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010310-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kppc58
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084159-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wejrwd
title: Occurrence Download

description: A dataset containing 10659818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1970-2000"
 ]
}

 The dataset includes 10659818 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045983-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsxk15
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068557-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ziytgf
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010320-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hh7wq
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000058-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.luu5fy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084163-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11620538
title: 3D Seabird Density Estimates

description: The data sets available through this page were generated through the "Seabird 3D Distribution and Relative Risk from California Offshore Wind Turbines" project, which was funded by the California Energy Commission under contract EPC-19-011. The project involved collaboration between the Schatz Energy Research Center at Cal Poly Humboldt and H. T. Harvey & Associates. The data sets includes density estimates of 45 seabird species, both as annual avaerages and seasonal density estimates for each of the Oceanographic seasons. Please reffer to the 3D Seabird reports at schatz center-wind for methods and interpretation notes for this data. The first interim project report has the most detailed record.

 

Description of Data Files:

The included 3 shape files contains density estimates for 45 bird species in units of Count / Square Kilometer.

"Annual Seabird Density Estimates" - contains average annual bird density estimates for all elevations and for elevations above 10m.

"Seasonal Seabird Density Esitmate All elevations" - Contains bird density estimate by oceanographic season for all elevations.

"Seasonal Seabird Density Esitmate Above 10m" - Contains bird density estimate by oceanographic season for elevations above 10m.

 

Each field name contains a 4 letter code which indicates the bird species, The included file "Species Codes.csv" contains these 4 letter species codes along with Common and Latin Names.

 

For Seasonal estimates a single letter to indicate the oceanographic seasons is included

U - upwelling

D - Davidson

O - Oceanianic

 

If the field name ends in "_10m" estimates represent bird densities above 10m if this code is missing density estimates include birds at any hieght are included.