cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/jrbm-c91-161
title: Kankai ibun, vol. 2, 1807

description: Kankai ibun, [1807], volume 2 = Description and travel of circumnavigation of seas, [1807], volume 2 = 環海 異聞 二 文化 4. Volume two of a manuscript by Gentaku Ōtsuki and Kōkyō Shimura who drew from four Japanese fishermen the story of their voyage around the world during repeated interviews. The Kankai Ibun is an account of their journey when they were sent off-course en route to the capital, Edo. The fishermen were rescued by a Russian ship and taken to late 18th / early 19th century Europe and, most especially, Russia.; The cargo ship, Wakamiyamaru, left from the port of Ishimaki in Sendai-han, today’s Miyagi Prefecture, in Japan carrying rice and lumber with 16 crew members for Edo, today’s Tokyo, on November 27th, 1793. Shipwrecked and drifted in the Pacific Ocean for half a year, they finally landed in one of the islands of the Andreanof Islands, a part of the Aleutian Islands on May 10th, 1794. They were transferred to Irkutsk by Russians where they stayed until the spring of 1803. They were then called in by Alexander I of Russia to St. Petersburg where they stayed from April to June in 1803, and from where they started their journey back home. They were included in the Rezanov mission on the first Russian global circumnavigation by a ship Nadezhda. It took them 16 months to reach the port of Nagasaki, Japan in September, 1804 since they left in June, 1803. Of the sixteen, five crewmen got on board. Four returned home in Sendai; one, who had become an interpreter, returned to Russia with Rezanov.
DOI: 10.25549/inscriptifact-ouc110593487
title: Persepolis Fortification Elamite Text 0217, PF 0217

description: [Text Description:] Administrative text with seals PFS 0046; PFS 0484. Aramaic gloss. ❧ [Text or Publication Number Note:] PF 0217 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impressions PFS 0046 on reverse; PFS 0484 on left edge. Aramaic gloss in ink, upper edge (one line), reverse (one line).
DOI: 10.25549/inscriptifact-ouc110589786
title: Persepolis Fortification Aramaic Text 204, PFAT 204

description: [Text Description:] Administrative text with seals PFATS 0003; PFATS 0234s ❧ [Text or Publication Number Note:] PFAT 204, Bowman 204 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription and ink traces. Seal impressions PFATS 0003 on reverse; PFATS 0234s on flat edge.
DOI: 10.25549/inscriptifact-ouc110593445
title: Persepolis Fortification Elamite Text 0217, PF 0217

description: [Text Description:] Administrative text with seals PFS 0046; PFS 0484. Aramaic gloss. ❧ [Text or Publication Number Note:] PF 0217 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impressions PFS 0046 on reverse; PFS 0484 on left edge. Aramaic gloss in ink, upper edge (one line), reverse (one line).
DOI: 10.25549/jrbm-c91-1073
title: Kankai ibun, vol. 4, 1807

description: Kankai ibun, [1807], volume 4 = Description and travel of circumnavigation of seas, [1807], volume 4 = 環海 異聞 四 文化 4. Volume four of a manuscript by Gentaku Ōtsuki and Kōkyō Shimura who drew from four Japanese fishermen the story of their voyage around the world during repeated interviews. The Kankai Ibun is an account of their journey when they were sent off-course en route to the capital, Edo. The fishermen were rescued by a Russian ship and taken to late 18th / early 19th century Europe and, most especially, Russia.; The cargo ship, Wakamiyamaru, left from the port of Ishimaki in Sendai-han, today’s Miyagi Prefecture, in Japan carrying rice and lumber with 16 crew members for Edo, today’s Tokyo, on November 27th, 1793. Shipwrecked and drifted in the Pacific Ocean for half a year, they finally landed in one of the islands of the Andreanof Islands, a part of the Aleutian Islands on May 10th, 1794. They were transferred to Irkutsk by Russians where they stayed until the spring of 1803. They were then called in by Alexander I of Russia to St. Petersburg where they stayed from April to June in 1803, and from where they started their journey back home. They were included in the Rezanov mission on the first Russian global circumnavigation by a ship Nadezhda. It took them 16 months to reach the port of Nagasaki, Japan in September, 1804 since they left in June, 1803. Of the sixteen, five crewmen got on board. Four returned home in Sendai; one, who had become an interpreter, returned to Russia with Rezanov.
DOI: 10.25549/inscriptifact-ouc110589782
title: Persepolis Fortification Aramaic Text 204, PFAT 204

description: [Text Description:] Administrative text with seals PFATS 0003; PFATS 0234s ❧ [Text or Publication Number Note:] PFAT 204, Bowman 204 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription and ink traces. Seal impressions PFATS 0003 on reverse; PFATS 0234s on flat edge.
DOI: 10.25549/inscriptifact-ouc110593438
title: Persepolis Fortification Elamite Text 0217, PF 0217

description: [Text Description:] Administrative text with seals PFS 0046; PFS 0484. Aramaic gloss. ❧ [Text or Publication Number Note:] PF 0217 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impressions PFS 0046 on reverse; PFS 0484 on left edge. Aramaic gloss in ink, upper edge (one line), reverse (one line).
DOI: 10.25549/jrbm-c91-146
title: Kankai ibun, vol. 2, 1807

description: Kankai ibun, [1807], volume 2 = Description and travel of circumnavigation of seas, [1807], volume 2 = 環海 異聞 二 文化 4. Volume two of a manuscript by Gentaku Ōtsuki and Kōkyō Shimura who drew from four Japanese fishermen the story of their voyage around the world during repeated interviews. The Kankai Ibun is an account of their journey when they were sent off-course en route to the capital, Edo. The fishermen were rescued by a Russian ship and taken to late 18th / early 19th century Europe and, most especially, Russia.; The cargo ship, Wakamiyamaru, left from the port of Ishimaki in Sendai-han, today’s Miyagi Prefecture, in Japan carrying rice and lumber with 16 crew members for Edo, today’s Tokyo, on November 27th, 1793. Shipwrecked and drifted in the Pacific Ocean for half a year, they finally landed in one of the islands of the Andreanof Islands, a part of the Aleutian Islands on May 10th, 1794. They were transferred to Irkutsk by Russians where they stayed until the spring of 1803. They were then called in by Alexander I of Russia to St. Petersburg where they stayed from April to June in 1803, and from where they started their journey back home. They were included in the Rezanov mission on the first Russian global circumnavigation by a ship Nadezhda. It took them 16 months to reach the port of Nagasaki, Japan in September, 1804 since they left in June, 1803. Of the sixteen, five crewmen got on board. Four returned home in Sendai; one, who had become an interpreter, returned to Russia with Rezanov.
DOI: 10.25549/inscriptifact-ouc110589780
title: Persepolis Fortification Aramaic Text 203, PFAT 203

description: [Text Description:] Administrative text with seals PFATS 0232; PFATS 0233*s ❧ [Text or Publication Number Note:] PFAT 203, Bowman 203 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0232 on obverse, reverse; PFATS 0233*s on flat edge.
DOI: 10.25549/inscriptifact-ouc110593423
title: Persepolis Fortification Elamite Text 0213, PF 0213

description: [Text Description:] Administrative text with seals PFS 0046; PFS 0076. Aramaic gloss. ❧ [Text or Publication Number Note:] PF 0213 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impressions PFS 0046 on reverse; PFS 0076 on left edge. Aramaic gloss in ink, upper edge (one line), reverse (two lines).
DOI: 10.25549/jrbm-c91-1391
title: Kankai ibun, vol. 3, 1807

description: Kankai ibun, [1807], volume 3 = Description and travel of circumnavigation of seas, [1807], volume 3 = 環海 異聞 三 文化 4. Volume three of a manuscript by Gentaku Ōtsuki and Kōkyō Shimura who drew from four Japanese fishermen the story of their voyage around the world during repeated interviews. The Kankai Ibun is an account of their journey when they were sent off-course en route to the capital, Edo. The fishermen were rescued by a Russian ship and taken to late 18th / early 19th century Europe and, most especially, Russia.; The cargo ship, Wakamiyamaru, left from the port of Ishimaki in Sendai-han, today’s Miyagi Prefecture, in Japan carrying rice and lumber with 16 crew members for Edo, today’s Tokyo, on November 27th, 1793. Shipwrecked and drifted in the Pacific Ocean for half a year, they finally landed in one of the islands of the Andreanof Islands, a part of the Aleutian Islands on May 10th, 1794. They were transferred to Irkutsk by Russians where they stayed until the spring of 1803. They were then called in by Alexander I of Russia to St. Petersburg where they stayed from April to June in 1803, and from where they started their journey back home. They were included in the Rezanov mission on the first Russian global circumnavigation by a ship Nadezhda. It took them 16 months to reach the port of Nagasaki, Japan in September, 1804 since they left in June, 1803. Of the sixteen, five crewmen got on board. Four returned home in Sendai; one, who had become an interpreter, returned to Russia with Rezanov.
DOI: 10.5281/zenodo.15481069
title: EVALUATION OF THE MARKETING ASPECTS OF A HEALTHY FODD COMPANY : CASE STUDY

description: This research explores the marketing strategies of a healthy food company targeting athletes and health-conscious consumers in emerging markets. Using focus group discussions with key stakeholders, the study identifies gaps and strengths in branding, consumer trust, and promotional tactics, offering insights for strategic improvement in the competitive health food sector.
DOI: 10.5281/zenodo.15481070
title: EVALUATION OF THE MARKETING ASPECTS OF A HEALTHY FODD COMPANY : CASE STUDY

description: This research explores the marketing strategies of a healthy food company targeting athletes and health-conscious consumers in emerging markets. Using focus group discussions with key stakeholders, the study identifies gaps and strengths in branding, consumer trust, and promotional tactics, offering insights for strategic improvement in the competitive health food sector.
DOI: 10.15468/dl.xv7t7x
title: Occurrence Download

description: A dataset containing 2601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meles meles (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((5.493164 45.73686, 10.38208 45.73686, 10.38208 48.09276, 5.493164 48.09276, 5.493164 45.73686))",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 2601 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011961-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dn677
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Histrionicus histrionicus",
 "Year is less than or equal to 2024",
 "Year is greater than or equal to 2000",
 "Continent is Europe"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011962-250515123054153/datasets/export for details.
DOI: 10.5281/zenodo.15548888
title: Data from Barrel-aged SweetNet: Infusing a Graph Neural Network with Language Model Embeddings for Glycan Property Prediction

description: This deposit contains the complete experimental data and associated files supporting the findings presented in the Bachelor's thesis titled "Barrel-aged SweetNet: Assessing the Utility of Infusing a Graph Neural Network with Language Model Embeddings for Glycan Property Prediction."

Dataset Overview: The data originates from computational experiments designed to evaluate the impact of Glycan Language Model (GlyLM) embeddings on SweetNet, a Graph Neural Network (GNN), for glycan property prediction. Experiments were conducted across diverse biological tasks, including disease association (df_disease), species classification (df_species), and tissue sample prediction (df_tissue), utilizing data sourced from the glycowork library.

Contents: The deposit includes data organized by experiment, covering:



Performance Metrics: Detailed summary_*.csv files containing LRAP, NDCG, and Loss metrics for each run, along with aggregated statistics.

Model State Dictionaries: Saved .pth files for trained and untrained models (baseline and infused configurations) allowing for full model inspection and replication.

Test Set Data: Pickled (.pkl) files containing the held-out test sets (glycan sequences and labels) for each experiment, used for final, unbiased model evaluation.

Experiment Settings: experiment_settings_*.yaml files, detailing all parameters and configurations used for each automated experiment batch, ensuring full reproducibility of experimental conditions.

Supplementary Data: Includes additional analysis results such as comprehensive embedding performance comparisons across different GlyLM sources and detailed Euclidean distance analysis.


Methodology & Key Findings: Experiments were executed using a custom-developed Hyperautomated Barrel-Batching System (HBBS), ensuring high standards of reproducibility. The study critically investigates the efficacy of GlyLM infusion, finding that contrary to the initial hypothesis, GlyLM-infused SweetNet models consistently exhibited reduced predictive performance compared to baseline models. Analysis suggests that embeddings may function more as simple glycoletter identifiers rather than complex semantic carriers under the tested conditions.

Usage: This dataset facilitates the reproducibility of the computational experiments and further independent analysis. The associated project code repository (link available in the thesis and metadata) provides all necessary scripts and tools for data processing and model execution.
DOI: 10.5281/zenodo.15548889
title: Data from Barrel-aged SweetNet: Infusing a Graph Neural Network with Language Model Embeddings for Glycan Property Prediction

description: This deposit contains the complete experimental data and associated files supporting the findings presented in the Bachelor's thesis titled "Barrel-aged SweetNet: Assessing the Utility of Infusing a Graph Neural Network with Language Model Embeddings for Glycan Property Prediction."

Dataset Overview: The data originates from computational experiments designed to evaluate the impact of Glycan Language Model (GlyLM) embeddings on SweetNet, a Graph Neural Network (GNN), for glycan property prediction. Experiments were conducted across diverse biological tasks, including disease association (df_disease), species classification (df_species), and tissue sample prediction (df_tissue), utilizing data sourced from the glycowork library.

Contents: The deposit includes data organized by experiment, covering:



Performance Metrics: Detailed summary_*.csv files containing LRAP, NDCG, and Loss metrics for each run, along with aggregated statistics.

Model State Dictionaries: Saved .pth files for trained and untrained models (baseline and infused configurations) allowing for full model inspection and replication.

Test Set Data: Pickled (.pkl) files containing the held-out test sets (glycan sequences and labels) for each experiment, used for final, unbiased model evaluation.

Experiment Settings: experiment_settings_*.yaml files, detailing all parameters and configurations used for each automated experiment batch, ensuring full reproducibility of experimental conditions.

Supplementary Data: Includes additional analysis results such as comprehensive embedding performance comparisons across different GlyLM sources and detailed Euclidean distance analysis.


Methodology & Key Findings: Experiments were executed using a custom-developed Hyperautomated Barrel-Batching System (HBBS), ensuring high standards of reproducibility. The study critically investigates the efficacy of GlyLM infusion, finding that contrary to the initial hypothesis, GlyLM-infused SweetNet models consistently exhibited reduced predictive performance compared to baseline models. Analysis suggests that embeddings may function more as simple glycoletter identifiers rather than complex semantic carriers under the tested conditions.

Usage: This dataset facilitates the reproducibility of the computational experiments and further independent analysis. The associated project code repository (link available in the thesis and metadata) provides all necessary scripts and tools for data processing and model execution.
DOI: 10.15468/dl.6cmxzb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Vertebrate Zoology Division - Ornithology, Yale Peabody Museum",
 "Country is Croatia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005259-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2bmsp
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Canadian Museum of Nature Fish Collection",
 "Geometry POLYGON((-80.42954 8.85913,-79.20867 8.85913,-79.20867 9.45959,-80.42954 9.45959,-80.42954 8.85913))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 304 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005261-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7typjn
title: Occurrence Download

description: A dataset listing the 12 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Specimen, Material citation, Material sample)",
 "Geometry POLYGON((-58.67321 -38.56385,-58.65711 -38.59202,-58.5364 -38.56117,-58.3808 -38.51288,-58.1112 -38.42436,-57.93817 -38.34388,-57.88317 -38.31705,-57.91268 -38.29693,-58.19704 -38.41765,-58.52432 -38.52764,-58.67321 -38.56385))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 12 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086297-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rs5rjn
title: Occurrence Download

description: A dataset containing 2724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Crypturellus transfasciatus (P.L.Sclater & Salvin, 1878)"
 ]
}

 The dataset includes 2724 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021681-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zefy67
title: Occurrence Download

description: A dataset containing 132646 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saxifraga granulata L."
 ]
}

 The dataset includes 132646 records from 763 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066559-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhe5ac
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/0008177-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3r655y
title: Occurrence Download

description: A dataset containing 1295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Holocheilus Cass., Proustia Lag.)"
 ]
}

 The dataset includes 1295 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086331-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5s6k8f
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hyperolius constellatus Laurent, 1951"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021673-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x33hpp
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucas lanata Benth."
 ]
}

 The dataset includes 100 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008511-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.