cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15106141
title: Raw individual scores of students in Groups A and B

description: This dataset was generated as part of the article entitled "Drawing serves as a useful instrument for understanding Pathology for medical students: Experience of the Faculty of Medicine of Agadir".

It includes:- The evaluation grid used during the drawing-based pathology teaching session (`evaluation_grid.pdf`).- Raw individual scores from students in Group A and Group B (`group_A_scores.xlsx` and `group_B_scores.xlsx`).

Data were collected anonymously and are shared in accordance with ethical research practices.

These data are made available under the terms of the Creative Commons Zero (CC0 1.0) public domain dedication.
DOI: 10.5281/zenodo.15106142
title: Raw individual scores of students in Groups A and B

description: This dataset was generated as part of the article entitled "Drawing serves as a useful instrument for understanding Pathology for medical students: Experience of the Faculty of Medicine of Agadir".

It includes:- The evaluation grid used during the drawing-based pathology teaching session (`evaluation_grid.pdf`).- Raw individual scores from students in Group A and Group B (`group_A_scores.xlsx` and `group_B_scores.xlsx`).

Data were collected anonymously and are shared in accordance with ethical research practices.

These data are made available under the terms of the Creative Commons Zero (CC0 1.0) public domain dedication.
DOI: 10.15468/dl.qfjayv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Amazona oratrix",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006325-250325103851331/datasets/export for details.
DOI: 10.5281/zenodo.14984609
title: KG-Microbe-Core early release build 20241029

description: Abstract

The integration of many disparate forms of data is essential for understanding the microbial world and its interaction with the environment and human health. Doing so is particularly challenging in the context of microbe-host and microbe-microbe interactions that contribute to health or environmental outcomes. There are often thousands of relevant microbial species, and millions of interactions among those microbes and with their environment or host. Some experimental observations only distinguish coarser taxonomic resolutions such as family or phylum-level. Integrated information (e.g., about host and microbial physiology, genetics, and metabolism) facilitates deeper understanding of complex interactions and helps interpret correlative results. The KG-Microbe construction framework is a novel approach to harmonizing bacterial and archaeal data in the form of a knowledge graph (KG). Starting from a core KG with organismal traits, environments and growth preferences, the framework generates a hierarchy of related KGs targeting specific conceptual use cases, including the human host-associated microbiome in the context of disease. KG-Microbe is a standardized and interoperable framework that integrates microbial organismal and genomic traits, represented ontologically, for biomedical, environmental, and other applications. The framework supports customizable taxa subsets representing microbial lineages or communities of interest. Evaluations of the KG-Microbe knowledge graphs through a series of competency questions demonstrate the accuracy and effectiveness of the data harmonization, and the utility of the resulting KGs in inflammatory bowel and Parkinson’s diseases. Finally, the predictive and environmental capabilities of the KGs are demonstrated by explaining growth preferences through training a model using graph features. KG-Microbe is a flexible, modular enabling technology for humans and machine learning methods to uncover mechanistic explanations of microbial associations.
DOI: 10.5281/zenodo.14984610
title: KG-Microbe-Core early release build 20241029

description: Abstract

The integration of many disparate forms of data is essential for understanding the microbial world and its interaction with the environment and human health. Doing so is particularly challenging in the context of microbe-host and microbe-microbe interactions that contribute to health or environmental outcomes. There are often thousands of relevant microbial species, and millions of interactions among those microbes and with their environment or host. Some experimental observations only distinguish coarser taxonomic resolutions such as family or phylum-level. Integrated information (e.g., about host and microbial physiology, genetics, and metabolism) facilitates deeper understanding of complex interactions and helps interpret correlative results. The KG-Microbe construction framework is a novel approach to harmonizing bacterial and archaeal data in the form of a knowledge graph (KG). Starting from a core KG with organismal traits, environments and growth preferences, the framework generates a hierarchy of related KGs targeting specific conceptual use cases, including the human host-associated microbiome in the context of disease. KG-Microbe is a standardized and interoperable framework that integrates microbial organismal and genomic traits, represented ontologically, for biomedical, environmental, and other applications. The framework supports customizable taxa subsets representing microbial lineages or communities of interest. Evaluations of the KG-Microbe knowledge graphs through a series of competency questions demonstrate the accuracy and effectiveness of the data harmonization, and the utility of the resulting KGs in inflammatory bowel and Parkinson’s diseases. Finally, the predictive and environmental capabilities of the KGs are demonstrated by explaining growth preferences through training a model using graph features. KG-Microbe is a flexible, modular enabling technology for humans and machine learning methods to uncover mechanistic explanations of microbial associations.
DOI: 10.5281/zenodo.15065948
title: KG-Microbe-Core early release build 20241029

description: Abstract

The integration of many disparate forms of data is essential for understanding the microbial world and its interaction with the environment and human health. Doing so is particularly challenging in the context of microbe-host and microbe-microbe interactions that contribute to health or environmental outcomes. There are often thousands of relevant microbial species, and millions of interactions among those microbes and with their environment or host. Some experimental observations only distinguish coarser taxonomic resolutions such as family or phylum-level. Integrated information (e.g., about host and microbial physiology, genetics, and metabolism) facilitates deeper understanding of complex interactions and helps interpret correlative results. The KG-Microbe construction framework is a novel approach to harmonizing bacterial and archaeal data in the form of a knowledge graph (KG). Starting from a core KG with organismal traits, environments and growth preferences, the framework generates a hierarchy of related KGs targeting specific conceptual use cases, including the human host-associated microbiome in the context of disease. KG-Microbe is a standardized and interoperable framework that integrates microbial organismal and genomic traits, represented ontologically, for biomedical, environmental, and other applications. The framework supports customizable taxa subsets representing microbial lineages or communities of interest. Evaluations of the KG-Microbe knowledge graphs through a series of competency questions demonstrate the accuracy and effectiveness of the data harmonization, and the utility of the resulting KGs in inflammatory bowel and Parkinson’s diseases. Finally, the predictive and environmental capabilities of the KGs are demonstrated by explaining growth preferences through training a model using graph features. KG-Microbe is a flexible, modular enabling technology for humans and machine learning methods to uncover mechanistic explanations of microbial associations.
DOI: 10.5281/zenodo.15106978
title: KG-Microbe-Core early release build 20241029

description: Abstract

The integration of many disparate forms of data is essential for understanding the microbial world and its interaction with the environment and human health. Doing so is particularly challenging in the context of microbe-host and microbe-microbe interactions that contribute to health or environmental outcomes. There are often thousands of relevant microbial species, and millions of interactions among those microbes and with their environment or host. Some experimental observations only distinguish coarser taxonomic resolutions such as family or phylum-level. Integrated information (e.g., about host and microbial physiology, genetics, and metabolism) facilitates deeper understanding of complex interactions and helps interpret correlative results. The KG-Microbe construction framework is a novel approach to harmonizing bacterial and archaeal data in the form of a knowledge graph (KG). Starting from a core KG with organismal traits, environments and growth preferences, the framework generates a hierarchy of related KGs targeting specific conceptual use cases, including the human host-associated microbiome in the context of disease. KG-Microbe is a standardized and interoperable framework that integrates microbial organismal and genomic traits, represented ontologically, for biomedical, environmental, and other applications. The framework supports customizable taxa subsets representing microbial lineages or communities of interest. Evaluations of the KG-Microbe knowledge graphs through a series of competency questions demonstrate the accuracy and effectiveness of the data harmonization, and the utility of the resulting KGs in inflammatory bowel and Parkinson’s diseases. Finally, the predictive and environmental capabilities of the KGs are demonstrated by explaining growth preferences through training a model using graph features. KG-Microbe is a flexible, modular enabling technology for humans and machine learning methods to uncover mechanistic explanations of microbial associations.
DOI: 10.15468/dl.cjzr8u
title: Occurrence Download

description: A dataset listing the 203 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-99.47612 23.57468,-99.55966 23.23734,-99.47333 22.92736,-99.04448 22.92479,-99.15308 23.57723,-99.47612 23.57468))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ascomycota"
 ]
}

 The dataset's 203 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006326-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghkh26
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Masdevallia coriacea Lindl."
 ]
}

 The dataset includes 34 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006327-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28691255
title: pancreatic

description: result file for pancreatic
DOI: 10.34740/kaggle/dsv/11210139
title: Daftar Pengadilan Indonesia
DOI: 10.15468/dl.m6tz7a
title: Occurrence Download

description: A dataset containing 32230667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-9869.0",
 "GbifRegion is North America",
 "Geometry POLYGON((-124.39862 27.89496,-76.92054 27.89496,-76.92054 48.25183,-124.39862 48.25183,-124.39862 27.89496))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 32230667 records from 323 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006328-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kavdw
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Feijoa sellowiana (O.Berg) O.Berg",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 569 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006332-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhvnd2
title: Occurrence Download

description: A dataset containing 2384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hyalella azteca (Saussure, 1858)"
 ]
}

 The dataset includes 2384 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006333-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ema39s
title: Occurrence Download

description: A dataset containing 852211 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picea abies (L.) H.Karst."
 ]
}

 The dataset includes 852211 records from 1637 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006329-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112032791
title: Cuneiform Tablet 1913.14.1672, Spurlock 1913.14.1672

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1672; CDLI P421523 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 5.9 x 3.9 x 1.9 cm (47 g)
DOI: 10.15468/dl.32gdvk
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 {
 "or" : [
 "Geometry POLYGON((139.91768 36.81911,138.89399 36.96403,138.72132 36.29493,138.73674 35.9681,139.39659 35.81393,140.20135 35.80468,140.58369 36.70811,140.06876 36.87153,139.91768 36.81911))",
 "Geometry POLYGON((140.28668 37.54456,139.26675 37.45536,138.54418 36.84281,138.34496 35.8883,140.60485 35.76936,140.70892 36.4384,140.51267 37.36318,140.28668 37.54456))"
 ]
 },
 "TaxonKey is Ulmus davidiana Planch."
 ]
}

 The dataset includes 128 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217097-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3ftkn
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((137.20139 35.88959,138.64883 35.88959,138.64883 36.58173,138.02742 36.85226,137.20139 36.58173,137.20139 35.88959))",
 "TaxonKey is Alnus hirsuta (Spach) Rupr."
 ]
}

 The dataset's 6 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010229-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031583
title: Cuneiform Tablet 1913.14.1531, Spurlock 1913.14.1531

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1531; CDLI P421383 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Light Reddish Brown (2.5YR 5/4) -reddish speckles ❧ [Physical Object Note:] 3.1 x 2.2 x 1.6 cm (10 g)
DOI: 10.15468/dl.wtj99m
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-92.2486471999999935 34.7333811999999966, -92.2486471999999935 34.7349039300000015, -92.2486471999999935 34.7367780599999989, -92.2486471999999935 34.7392378500000021, -92.2486471999999935 34.7415805099999986, -92.2486471999999935 34.7435717700000026, -92.2486471999999935 34.7450945000000004, -92.2451237500000047 34.7450945000000004, -92.2432444100000026 34.7450945000000004, -92.2413650600000068 34.7450945000000004, -92.2388984199999982 34.7450945000000004, -92.2358444799999972 34.7450945000000004, -92.2344353000000012 34.7450945000000004, -92.2344353000000012 34.7436889000000022, -92.2344353000000012 34.7414633799999990, -92.2344353000000012 34.7386521900000034, -92.2344353000000012 34.7366609199999985, -92.2344353000000012 34.7333811999999966, -92.2361968600000068 34.7333811999999966, -92.2386635000000012 34.7333811999999966, -92.2406603099999955 34.7333811999999966, -92.2432444100000026 34.7333811999999966, -92.2453586700000017 34.7333811999999966, -92.2486471999999935 34.7333811999999966))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 67 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074336-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ee3kf
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Pseudoplatystoma fasciatum (Linnaeus, 1766)"
 ]
}

 The dataset includes 304 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010244-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zp5v99
title: Occurrence Download

description: A dataset containing 4629 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenaria biflora L."
 ]
}

 The dataset includes 4629 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215665-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112032861
title: Cuneiform Tablet 1913.14.1672, Spurlock 1913.14.1672

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1672; CDLI P421523 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 5.9 x 3.9 x 1.9 cm (47 g)
DOI: 10.25549/inscriptifact-ouc112031161
title: Cuneiform Tablet 1913.14.1528, Spurlock 1913.14.1528

description: [Text Description:] Delivery of silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1528; CDLI P421380 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Light Brown (5YR 6/6) -orangish discoloration Medium Gray (N 5.5/ 24.6% R) -dark discoloration ❧ [Physical Object Note:] 5.2 x 3.8 x 1.9 cm (40 g)
DOI: 10.15468/dl.hfc3gd
title: Occurrence Download

description: A dataset containing 19655 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagina saginoides (L.) Karst."
 ]
}

 The dataset includes 19655 records from 397 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215639-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ezur6
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((137.20139 35.88959,138.64883 35.88959,138.64883 36.58173,138.02742 36.85226,137.20139 36.58173,137.20139 35.88959))",
 "TaxonKey is Alnus hirsuta (Spach) Rupr."
 ]
}

 The dataset includes 166 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010231-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxnhbr
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthonyx petiverii H.Milne Edwards, 1834"
 ]
}

 The dataset includes 330 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111663-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031213
title: Cuneiform Tablet 1913.14.1528, Spurlock 1913.14.1528

description: [Text Description:] Delivery of silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1528; CDLI P421380 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Light Brown (5YR 6/6) -orangish discoloration Medium Gray (N 5.5/ 24.6% R) -dark discoloration ❧ [Physical Object Note:] 5.2 x 3.8 x 1.9 cm (40 g)
DOI: 10.25549/inscriptifact-ouc112031215
title: Cuneiform Tablet 1913.14.1528, Spurlock 1913.14.1528

description: [Text Description:] Delivery of silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1528; CDLI P421380 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Light Brown (5YR 6/6) -orangish discoloration Medium Gray (N 5.5/ 24.6% R) -dark discoloration ❧ [Physical Object Note:] 5.2 x 3.8 x 1.9 cm (40 g)
DOI: 10.15468/dl.6py6np
title: Occurrence Download

description: A dataset containing 6879 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thysanocarpus curvipes Hook."
 ]
}

 The dataset includes 6879 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153077-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhtgpj
title: Occurrence Download

description: A dataset containing 9594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Populus L."
 ]
}

 The dataset includes 9594 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218672-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqdrc3
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptocarya corrugata C.T.White & Francis"
 ]
}

 The dataset includes 459 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010255-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.