cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wvqq5g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nematoda",
 "DatasetKey is Midden-Limburg Fish Ponds Survey",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212890-230224095556074/datasets/export for details.
DOI: 10.15468/dl.sk3u8h
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heleioporus Gray, 1841",
 "TaxonomicStatus is Accepted"
 ]
}

 The dataset's 7 records were derived from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096980-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufhj34
title: Occurrence Download

description: A dataset listing the 35 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Didelphimorphia"
 ]
}

 The dataset's 35 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013199-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgkdwa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nematoda",
 "DatasetKey is NE Scotland mollusc records 1800-2010",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212891-230224095556074/datasets/export for details.
DOI: 10.15468/dl.38r2x5
title: Occurrence Download

description: A dataset listing the 266 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Antigua and Barbuda",
 "HasCoordinate is true",
 "Year is greater than or equal to 2005",
 "Year is less than 2010",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 266 records were derived from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033939-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mdcgp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nematoda",
 "DatasetKey is NSG Dellwiger Wald, Dortmund",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212895-230224095556074/datasets/export for details.
DOI: 10.15468/dl.qdnbt2
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Parkia bicolor A.Chev."
 ]
}

 The dataset includes 135 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123697-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbfuup
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asio flammeus (Pontoppidan, 1763)",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 174 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038444-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccd2p2
title: Occurrence Download

description: A dataset containing 1652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medicago intertexta (L.) Mill."
 ]
}

 The dataset includes 1652 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033908-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgn9ys
title: Occurrence Download

description: A dataset containing 133169 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is RUS.11_1"
 ]
}

 The dataset includes 133169 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212858-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey4h8z
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimezia laevis (Ravenna) Christenh. & Byng"
 ]
}

 The dataset includes 38 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096987-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52y9sr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nematoda",
 "DatasetKey is Hamberger Brücke / Würmtal (Pforzheim)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212900-230224095556074/datasets/export for details.
DOI: 10.15468/dl.3neaks
title: Occurrence Download

description: A dataset containing 1326503 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notodontidae"
 ]
}

 The dataset includes 1326503 records from 1016 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033901-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwb2g7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nematoda",
 "DatasetKey is Bayerische Donau - Blindheim Donaubrücke",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212896-230224095556074/datasets/export for details.
DOI: 10.15468/dl.zup9hj
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio hickenii Hauman"
 ]
}

 The dataset includes 48 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123704-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92jnp4
title: Occurrence Download

description: A dataset containing 3099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cacyreus marshalli Butler, 1897",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 3099 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038461-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.we9rtd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nematoda",
 "DatasetKey is SILENE-FAUNE-PACA - DDT05_2017_12_18",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212899-230224095556074/datasets/export for details.
DOI: 10.15468/dl.m6v8qn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((9.173279 39.213464,9.172817 39.213214,9.169735 39.215692,9.168302 39.21383,9.166917 39.2129,9.162712 39.208352,9.16197 39.20631,9.161091 39.204697,9.160489 39.203264,9.159703 39.202405,9.159656 39.201795,9.158593 39.200327,9.158408 39.200363,9.158335 39.200253,9.157012 39.194269,9.155032 39.194702,9.153701 39.197035,9.1538 39.200512,9.153802 39.201409,9.153488 39.204923,9.153442 39.204995,9.153354 39.207182,9.151877 39.206072,9.150208 39.205834,9.149959 39.205677,9.149802 39.205716,9.148821 39.205703,9.144987 39.205659,9.144363 39.205257,9.143581 39.205581,9.143357 39.208736,9.142669 39.210745,9.142625 39.211426,9.14281 39.212036,9.142973 39.212484,9.143388 39.212806,9.144081 39.21363,9.144312 39.21406,9.143533 39.216248,9.143257 39.216607,9.142659 39.217145,9.141463 39.218043,9.140773 39.219048,9.139534 39.221989,9.139352 39.223173,9.138668 39.227297,9.138672 39.229412,9.13886 39.231097,9.139185 39.232172,9.139462 39.232602,9.140109 39.233426,9.140941 39.234214,9.142049 39.235145,9.143065 39.236004,9.143943 39.236612,9.145097 39.2374,9.147729 39.239082,9.148144 39.239404,9.148375 39.239654,9.148376 39.239798,9.148146 39.240157,9.153408 39.242946,9.154977 39.243482,9.157192 39.244125,9.157745 39.244195,9.15922 39.244014,9.166319 39.243072,9.167425 39.242927,9.173049 39.242202,9.177105 39.241658,9.178714 39.239898,9.177744 39.239111,9.176958 39.238323,9.176311 39.237607,9.175616 39.236389,9.175016 39.235852,9.174785 39.235602,9.174414 39.234885,9.17386 39.234492,9.18368 39.234512,9.186765 39.232858,9.188123 39.232049,9.188353 39.231619,9.188812 39.23108,9.192811 39.226664,9.195155 39.223971,9.194278 39.223685,9.193355 39.223292,9.192802 39.223257,9.192064 39.223079,9.191187 39.222758,9.190818 39.222579,9.189757 39.22233,9.188649 39.22183,9.188141 39.221544,9.187634 39.221294,9.187172 39.220936,9.186572 39.220686,9.186341 39.220364,9.185879 39.220257,9.184818 39.219828,9.18431 39.219578,9.183665 39.2194,9.183249 39.219221,9.181542 39.218471,9.180896 39.218221,9.180157 39.217792,9.179373 39.217542,9.178819 39.217292,9.176189 39.216149,9.17651 39.215575,9.174572 39.214681,9.173834 39.214216,9.173556 39.213715,9.173371 39.2135,9.173279 39.213464)))"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033888-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.578bzz
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimezia pumila (Ravenna) Christenh. & Byng"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096991-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yh7yxv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lophanthus iranshahrii (Rech.f.) A.L.Budantzev"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013188-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkr6rz
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, bb646dff-a905-4403-a49b-6d378c2cf0d9)",
 "TaxonKey is Felis silvestris Schreber, 1777"
 ]
}

 The dataset includes 490 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212904-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz7h3x
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lophanthus dschuparensis (Bornm.) Levin"
 ]
}

 The dataset includes 22 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013183-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.972784
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimezia synandra (Ravenna) Christenh. & Byng"
 ]
}

 The dataset includes 26 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096994-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkuj5f
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nematoda",
 "DatasetKey is HBRG Other Invertebrates Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212897-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvacwn
title: Occurrence Download

description: A dataset containing 2251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thunnus maccoyii (Castelnau, 1872)"
 ]
}

 The dataset includes 2251 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096990-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/iw73uu/fxd7bd
title: TAS_A_hour.csv

description: Uploaded with pyDataverse 2023-11-06 16:00
DOI: 10.22008/fk2/iw73uu/xw5czf
title: TAS_A_day.csv

description: Uploaded with pyDataverse 2023-11-06 15:59
DOI: 10.22008/fk2/iw73uu/iypjcw
title: TAS_A_month.csv

description: Uploaded with pyDataverse 2023-11-06 16:00
DOI: 10.22008/fk2/iw73uu/fysjfa
title: TAS_A_hour.nc

description: Uploaded with pyDataverse 2023-11-06 16:00
DOI: 10.22008/fk2/iw73uu/ja6ieo
title: TAS_A_day.nc

description: Uploaded with pyDataverse 2023-11-06 16:00
DOI: 10.22008/fk2/iw73uu/94dpsd
title: TAS_A_month.nc

description: Uploaded with pyDataverse 2023-11-06 16:00
DOI: 10.22008/fk2/iw73uu/ozqivf
title: TAS_L_hour.csv

description: Uploaded with pyDataverse 2023-11-06 16:01
DOI: 10.22008/fk2/iw73uu/wvlle4
title: TAS_L_day.csv

description: Uploaded with pyDataverse 2023-11-06 16:00
DOI: 10.22008/fk2/iw73uu/0mssco
title: TAS_L_month.csv

description: Uploaded with pyDataverse 2023-11-06 16:01
DOI: 10.22008/fk2/iw73uu/wwnbtd
title: TAS_L_hour.nc

description: Uploaded with pyDataverse 2023-11-06 16:01
DOI: 10.22008/fk2/iw73uu/wbya7u
title: TAS_L_day.nc

description: Uploaded with pyDataverse 2023-11-06 16:01
DOI: 10.22008/fk2/iw73uu/ycb1ro
title: TAS_L_month.nc

description: Uploaded with pyDataverse 2023-11-06 16:01
DOI: 10.22008/fk2/iw73uu/zcpej4
title: TAS_U_day.csv

description: Uploaded with pyDataverse 2023-11-06 16:01
DOI: 10.22008/fk2/iw73uu/radvx6
title: TAS_U_hour.csv

description: Uploaded with pyDataverse 2023-11-06 16:02
DOI: 10.22008/fk2/iw73uu/vmulry
title: TAS_U_month.csv

description: Uploaded with pyDataverse 2023-11-06 16:02
DOI: 10.22008/fk2/iw73uu/jfftym
title: TAS_U_hour.nc

description: Uploaded with pyDataverse 2023-11-06 16:02
DOI: 10.22008/fk2/iw73uu/jaaqun
title: TAS_U_day.nc

description: Uploaded with pyDataverse 2023-11-06 16:02
DOI: 10.22008/fk2/iw73uu/xvl2fv
title: TAS_U_month.nc

description: Uploaded with pyDataverse 2023-11-06 16:02
DOI: 10.22008/fk2/iw73uu/46vavv
title: THU_L_day.csv

description: Uploaded with pyDataverse 2023-11-06 16:02
DOI: 10.15468/dl.zykxsr
title: Occurrence Download

description: A dataset containing 1448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panurus biarmicus",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2024-2024"
 ]
}

 The dataset includes 1448 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024417-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18670868
title: MIYASTENIYA GRAVIS — NERV-MUSHAK TUTASHUVIDA YUZAGA KELADIGAN AUTOIMMUN KASALLIK

description: Ushbu ishda miyasteniya gravis — nerv-mushak tutashuvida yuzaga keladigan autoimmun kasallik sifatida yoritiladi. Kasallikning asosiy patogenetik mexanizmi nerv-mushak sinapsida asetilxolin retseptorlariga qarshi autoantitanachalar hosil bo‘lishi bilan bog‘liq bo‘lib, natijada nerv impulsining mushakka o‘tishi buziladi. Ishda miyasteniya gravisning kelib chiqish sabablari, immunologik asoslari, nerv-mushak tutashuvining normal va patologik holatdagi tuzilishi, shuningdek mushak kuchsizligi va tez charchash kabi asosiy klinik belgilari tahlil qilinadi. Bundan tashqari, kasallikni tashxislash usullari va zamonaviy davolash yondashuvlariga qisqacha to‘xtalib o‘tiladi. Ushbu mavzu tibbiyot talabalari uchun nazariy va amaliy ahamiyatga ega hisoblanadi
DOI: 10.5281/zenodo.18670867
title: MIYASTENIYA GRAVIS — NERV-MUSHAK TUTASHUVIDA YUZAGA KELADIGAN AUTOIMMUN KASALLIK

description: Ushbu ishda miyasteniya gravis — nerv-mushak tutashuvida yuzaga keladigan autoimmun kasallik sifatida yoritiladi. Kasallikning asosiy patogenetik mexanizmi nerv-mushak sinapsida asetilxolin retseptorlariga qarshi autoantitanachalar hosil bo‘lishi bilan bog‘liq bo‘lib, natijada nerv impulsining mushakka o‘tishi buziladi. Ishda miyasteniya gravisning kelib chiqish sabablari, immunologik asoslari, nerv-mushak tutashuvining normal va patologik holatdagi tuzilishi, shuningdek mushak kuchsizligi va tez charchash kabi asosiy klinik belgilari tahlil qilinadi. Bundan tashqari, kasallikni tashxislash usullari va zamonaviy davolash yondashuvlariga qisqacha to‘xtalib o‘tiladi. Ushbu mavzu tibbiyot talabalari uchun nazariy va amaliy ahamiyatga ega hisoblanadi
DOI: 10.5281/zenodo.18670638
title: A Semi-Automatic LLM-Assisted Process for Converting 2D Graph Images into 3D-Printable Tactile Models for Blind and Low-Vision Learners

description: This repository accompanies research presenting a semi-automatic pipeline for converting 2D graph images into 3D-printable tactile models. The workflow uses Large Language Models (LLMs) to support image-to-3D translation and enable iterative refinement when errors occur. The goal is to help educators and practitioners without 3D modeling expertise produce tactile-accessible graphs for Blind and Low-Vision (BLV) learners.

Contents of this archive include:



2D graph image dataset, organized in subfolders (see "Dataset organization" below).

Process prompts (TXT) used to execute the different phases of the process.

Correction prompts (TXT) designed to be applied when spiecific issues arise during execution, supporting iterative error fixing.

Python script (.py) used to randomly generate the 2D graph images included in the dataset.

User guide (PDF) providing step-by-step instructions to run the process, targeted at non-expert users.


Dataset organization. The dataset folder is structured into two main subfolders: directed graphs and undirected graphs. For each graph type, the dataset includes two graph sizes (5 nodes and 10 nodes) with increasing complexity. Specifically, 5-node graphs include instances with 6, 7, and 8 edges, while 10-node graphs include instances with 11, 12, and 13 edges. This controlled design provides systematic variations in size and density to support evaluation and reuse across multiple levels of graph complexity.

The materials are released to support reproducibility and to facilitate reuse and extension of the proposed process in accessibility-oriented visualization and 3D printing contexts.
DOI: 10.5281/zenodo.18670637
title: A Semi-Automatic LLM-Assisted Process for Converting 2D Graph Images into 3D-Printable Tactile Models for Blind and Low-Vision Learners

description: This repository accompanies research presenting a semi-automatic pipeline for converting 2D graph images into 3D-printable tactile models. The workflow uses Large Language Models (LLMs) to support image-to-3D translation and enable iterative refinement when errors occur. The goal is to help educators and practitioners without 3D modeling expertise produce tactile-accessible graphs for Blind and Low-Vision (BLV) learners.

Contents of this archive include:



2D graph image dataset, organized in subfolders (see "Dataset organization" below).

Process prompts (TXT) used to execute the different phases of the process.

Correction prompts (TXT) designed to be applied when spiecific issues arise during execution, supporting iterative error fixing.

Python script (.py) used to randomly generate the 2D graph images included in the dataset.

User guide (PDF) providing step-by-step instructions to run the process, targeted at non-expert users.


Dataset organization. The dataset folder is structured into two main subfolders: directed graphs and undirected graphs. For each graph type, the dataset includes two graph sizes (5 nodes and 10 nodes) with increasing complexity. Specifically, 5-node graphs include instances with 6, 7, and 8 edges, while 10-node graphs include instances with 11, 12, and 13 edges. This controlled design provides systematic variations in size and density to support evaluation and reuse across multiple levels of graph complexity.

The materials are released to support reproducibility and to facilitate reuse and extension of the proposed process in accessibility-oriented visualization and 3D printing contexts.
DOI: 10.3535/6yn-w9b-ykh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/15f-aez-s9z
title: Scrupocellaria van Beneden, 1845

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aqt-as3-789
title: Parasmittina rouvillei (Calvet, 1902)

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