cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57756/dcd8h9
title: MicroCT scan of the skull of an Asian elephant (Elephas maximus). Dataset to Grunstra et al. (2024) "Convergent evolution in Afrotheria and non-afrotherians demonstrates high evolvability of the mammalian inner ear"

description: <p>MicroCT scan of the skull of an Asian elephant (<i>Elephas maximus</i>). This dataset was part of a study on the evolution of the inner ear.</p>
DOI: 10.15468/dl.cqq7ad
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Aphanocalyx heitzii (Pellegr.) Wieringa)"
 ]
}

 The dataset includes 435 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019805-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57756/rspd19
title: MicroCT scan of the skull of a platypus (Ornithorhynchus anatinus). Dataset to Grunstra et al. (2024) "Convergent evolution in Afrotheria and non-afrotherians demonstrates high evolvability of the mammalian inner ear"

description: <p>MicroCT scan of the skull of a platypus (<i>Ornithorhynchus anatinus</i>). This dataset was part of a study on the evolution of the inner ear.</p>
DOI: 10.57756/wr82pu
title: MicroCT scan of the skull of a walrus (Odobenus rosmarus). Dataset to Grunstra et al. (2024) "Convergent evolution in Afrotheria and non-afrotherians demonstrates high evolvability of the mammalian inner ear"

description: <p>MicroCT scan of the skull of a walrus (<i>Odobenus rosmarus</i>). This dataset was part of a study on the evolution of the inner ear.</p>
DOI: 10.5517/ccdc.csd.cc23xlwj
title: CCDC 1963908: Experimental Crystal Structure Determination

description: Related Article: Chunxia Tan, Kuiwei Yang, Jinqiao Dong, Yuhao Liu, Yan Liu, Jianwen Jiang, Yong Cui|2019|J.Am.Chem.Soc.|141|17685|doi:10.1021/jacs.9b07633
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.57756/wj29zd
title: MicroCT scan of the skull of a Northern tamandua (Tamandua mexicana). Dataset to Grunstra et al. (2024) "Convergent evolution in Afrotheria and non-afrotherians demonstrates high evolvability of the mammalian inner ear"

description: <p>MicroCT scan of the skull of a Northern tamandua (<i>Tamandua mexicana</i>). This dataset was part of a study on the evolution of the inner ear.</p>
DOI: 10.5517/ccdc.csd.cc26lsd0
title: CCDC 2043842: Experimental Crystal Structure Determination

description: Related Article: Laura Rodríguez-Cid, Wenjie Qian, Joseline Iribarra-Araya, Álvaro Etcheverry-Berríos, Eulalia Martínez-Olmos, Duane Choquesillo-Lazarte, Eva Carolina Sañudo, Olivier Roubeau, Ana María López-Periago, Arántzazu González-Campo, José G. Planas, Mònica Soler, Concepción Domingo, Núria Aliaga-Alcalde|2021|Dalton Trans.|50|7056|doi:10.1039/D1DT00708D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc28c70x
title: CCDC 2096158: Experimental Crystal Structure Determination

description: Related Article: Maksym Dekhtiarenko, Simon Pascal, Mourad Elhabiri, Valerie Mazan, David Canevet, Magali Allain, Vincent Carré, Frédéric Aubriet, Zoia Voitenko, Marc Sallé, Olivier Siri, Sébastien Goeb|2021|Chem.-Eur.J.|27|15922|doi:10.1002/chem.202103039
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc29bbyy
title: CCDC 2125110: Experimental Crystal Structure Determination

description: Related Article: Sanjay Gaire, Briana R. Schrage, Victor N. Nemykin, Christopher J. Ziegler|2022|Eur.J.Inorg.Chem.|2022|e202200155|doi:10.1002/ejic.202200155
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.fncmn2
title: Occurrence Download

description: A dataset containing 420285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "Country is Brazil",
 "Geometry POLYGON((-45.05984 -20.62539,-42.63714 -20.72553,-42.71036 -18.99394,-45.06916 -18.82575,-45.05984 -20.62539))",
 "HasGeospatialIssue is false",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 420285 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019770-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57756/wd3zgp
title: MicroCT scan of a Southern three-banded armadillo (Tolypeutes matacus)

description: <p>MicroCT (x-ray microcomputed tomography, YXLON FF35 CT) dataset of a southern three-banded armadillo or Azara's domed armadillo (<i>Tolypeutes matacus</i>) rolled fully up into a ball. The specimen is part of the mammal collection of the first zoological department of the Natural History Museum Vienna. This specimen was taxidermied in a standing position after the microCT scan.</p>
DOI: 10.5064/f61mnql0/2bxzym
title: Ivanov-Peacebuilding-Interview-5.pdf
DOI: 10.5064/f61mnql0/fy4rnf
title: Ivanov_Consent-Form.pdf
DOI: 10.5064/f61mnql0/nclpxl
title: Ivanov-Peacebuilding-Interview-6.pdf
DOI: 10.5064/f61mnql0/zt5xyi
title: Ivanov_Cyber_Interview-1.pdf
DOI: 10.5064/f61mnql0/0enpln
title: Ivanov_Cyber_Questionnaire.pdf
DOI: 10.5064/f61mnql0/ajvclj
title: Ivanov_Cyber_Interview-4.pdf
DOI: 10.5064/f61mnql0/mxfdqe
title: Ivanov_Energy_Interview-1.pdf
DOI: 10.5064/f61mnql0/t4l2kz
title: Ivanov_Cyber_Interview-3.pdf
DOI: 10.5064/f61mnql0/zckxgp
title: Ivanov_Cyber_Interview-2.pdf
DOI: 10.5064/f61mnql0/4qhynl
title: Ivanov_Energy_Interview-3.pdf
DOI: 10.5064/f61mnql0/dk1c0w
title: Ivanov_Energy_Interview-4.pdf
DOI: 10.5064/f61mnql0/fv3ljb
title: Ivanov_General-Information.pdf
DOI: 10.5064/f61mnql0/p9lapw
title: Ivanov_Peacebuilding_Interview-1-2-3.pdf
DOI: 10.5064/f61mnql0/ryynck
title: Ivanov_Energy_Questionnaire.pdf
DOI: 10.5064/f61mnql0/xcgavx
title: Ivanov_Energy_Interview-2.pdf
DOI: 10.5064/f61mnql0/5kckin
title: Ivanov_Peacebuilding_Questionnaire.pdf
DOI: 10.5064/f61mnql0/fnpaix
title: Ivanov_Peacebuilding_Interview-4.pdf
DOI: 10.5064/f61mnql0/gkpv5m
title: README_Ivanov.txt
DOI: 10.5064/f61mnql0/kyyfbo
title: Ivanov_Peacebuilding_Questionnaire_v2.docx
DOI: 10.15468/dl.jgb68j
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Berlinia hollandii Hutch. & Dalziel)"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019808-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs95fc
title: Occurrence Download

description: A dataset containing 3901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, North America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trachycephalus typhonius (Linnaeus, 1758)"
 ]
}

 The dataset includes 3901 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019807-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57756/atunjd
title: MicroCT scan of the skull of a Java mouse-deer (Tragulus javanicus). Dataset to Grunstra et al. (2024) "Convergent evolution in Afrotheria and non-afrotherians demonstrates high evolvability of the mammalian inner ear"

description: <p>MicroCT scan of the skull of a Java mouse-deer (<i>Tragulus javanicus</i>). This dataset was part of a study on the evolution of the inner ear.</p>
DOI: 10.57756/mhfh8e
title: MicroCT scan of the skull of a manatee (Trichechus sp). Dataset to Grunstra et al. (2024) "Convergent evolution in Afrotheria and non-afrotherians demonstrates high evolvability of the mammalian inner ear"

description: <p>MicroCT scan of the skull of a manatee (<i>Trichechus sp</i>). This dataset was part of a study on the evolution of the inner ear.</p>
DOI: 10.57756/xemnee
title: MicroCT scan of the skull of a tucuxi (Sotalia fluviatilis). Dataset to Grunstra et al. (2024) "Convergent evolution in Afrotheria and non-afrotherians demonstrates high evolvability of the mammalian inner ear"

description: <p>MicroCT scan of the skull of a tucuxi (<i>Sotalia fluviatilis</i>). This dataset was part of a study on the evolution of the inner ear.</p>
DOI: 10.5281/zenodo.13773164
title: CyTOF

description: Mass cytometry (CyTOF) was adopted for systematic and deep phenotyping of the lamina propria cells from the mice in the groups of SD (N=5), SD-OVA (N=5), and HAGE-OVA (N=5).
DOI: 10.5281/zenodo.13773165
title: CyTOF

description: Mass cytometry (CyTOF) was adopted for systematic and deep phenotyping of the lamina propria cells from the mice in the groups of SD (N=5), SD-OVA (N=5), and HAGE-OVA (N=5).
DOI: 10.15468/dl.6buwz7
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Bikinia grisea Wieringa)"
 ]
}

 The dataset includes 232 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019809-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/duha-9acd
title: Measurement of PFOA at Villum Research Station, Station Nord

description: Measurement of PFOA at Villum Research Station, Station Nord
DOI: 10.48597/a5jv-n32b
title: Measurement of Inorganics in air and particle phase at Rucava

description: Measurement of Inorganics in air and particle phase at Rucava
DOI: 10.48597/x8m8-fzdc
title: Measurement of PFAS (per- and polyfluoroalkyl substances) at Villum Research Station, Station Nord

description: Measurement of PFAS (per- and polyfluoroalkyl substances) at Villum Research Station, Station Nord
DOI: 10.6084/m9.figshare.26942182.v1
title: Impact of risk factors on the incidence of tunneled dialysis catheter infections: a systematic review and meta-analysis

description: Tunneled dialysis catheters (TDCs) are important for hemodialysis in patients awaiting a permanent surgical solution, kidney transplantation or without feasible surgical access. Infection of a TDC is a common and severe complication, which often requires removal of the TDC and causes high morbidity and mortality. To date, several risk factors for TDC infections have been reported. This systematic review and meta-analysis aim to provide an overview of currently known risk factors. A systematic literature search was conducted, including all studies describing patient-, catheter-, and dialysis-related risk factors for TDC infections. In case sufficient data was available for a risk factor, a meta-analysis with random effects model was performed. Out of 1273 studies, 30 were included describing a total of 71 risk factors. A meta-analysis was conducted for 26 risk factors. The average incidence of TDC infections was 1.16 ± 0.70/1000 catheter days. Diabetes (odds ratio, OR 1.96), coronary artery disease (OR 2.16), peripheral artery disease (OR 2.28), history of sepsis (OR 2.79), and the number of prior TDCs (OR 1.24) were the most significant risk factors for infection. Several risk factors are associated with increased TDC infection rates. Most of these risk factors are also linked with infection in other populations and most likely reflect the general frailty of hemodialysis patients. The association between many risk factors and TDC infections was often unclear due to the low number of studies available. Additional large cohort studies are necessary to demonstrate the relevance of these risk factors.
DOI: 10.15468/dl.ckv2ct
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cryptosepalum diphyllum P.A.Duvign.)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019810-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pr5d5r
title: Occurrence Download

description: A dataset containing 120303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pholidostachys dactyloides H.E.Moore, Pholidostachys kalbreyeri H.Wendl. ex Burret, Pholidostachys panamensis A.J.Hend., Pholidostachys pulchra H.Wendl. ex Hemsl., Pholidostachys sanluisensis A.J.Hend., Geonoma maxima (Poit.) Kunth, Geonoma congesta H.Wendl. ex Spruce, Geonoma calyptrogynoidea Burret, Geonoma concinna Burret, Geonoma galeanoae A.J.Hend., Geonoma camana Trail, Geonoma paradoxa Burret, Geonoma chlamydostachys Galeano, Geonoma macrostachys Mart., Geonoma orbignyana Mart., Geonoma lehmannii Dammer ex Burret, Geonoma undata Klotzsch, Geonoma fosteri A.J.Hend., Geonoma longivaginata H.Wendl. ex Spruce, Geonoma monospatha de Nevers, Geonoma mooreana de Nevers & Grayum, Geonoma hugonis Grayum & de Nevers, Geonoma brongniartii Mart., Geonoma stricta (Poit.) Kunth, Geonoma cuneata H.Wendl. ex Spruce, Geonoma triandra (Burret) Wess.Boer, Geonoma pauciflora Mart., Geonoma rubescens H.Wendl., Geonoma elegans Mart., Geonoma schottiana Mart., Geonoma baculifera (Poit.) Kunth, Geonoma pohliana Mart., Geonoma occidentalis (A.J.Hend.) A.J.Hend., Geonoma deversa (Poit.) Kunth, Geonoma santanderensis Galeano & R.Bernal, Geonoma interrupta (Ruiz & Pav.) Mart., Geonoma frontinensis Burret, Asterogyne martiana (H.Wendl.) H.Wendl. ex Hemsl., Calyptronoma rivalis (O.F.Cook) L.H.Bailey, Calyptrogyne ghiesbreghtiana (Linden & H.Wendl.) H.Wendl., Calyptrogyne tutensis A.J.Hend., Calyptrogyne panamensis A.J.Hend., Calyptrogyne anomala de Nevers & A.J.Hend., Calyptrogyne costatifrons (L.H.Bailey) de Nevers, Calyptrogyne allenii (L.H.Bailey) de Nevers, Calyptronoma occidentalis (Sw.) H.E.Moore, Welfia regia H.Wendl.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 120303 records from 340 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019796-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp4x9z
title: Occurrence Download

description: A dataset containing 7613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Ctenosaura pectinata (Wiegmann, 1834)"
 ]
}

 The dataset includes 7613 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019811-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mxync
title: Occurrence Download

description: A dataset containing 344 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cynometra alexandri C.H.Wright)"
 ]
}

 The dataset includes 344 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019812-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13140472
title: emmi_export_LAP_kaivo5_20240721.xlsx

description: Online sensor data (temp, conductivity, turbidity, water flow). From Koulukatu NBS.
DOI: 10.5281/zenodo.13140473
title: emmi_export_LAP_kaivo5_20240721.xlsx

description: Online sensor data (temp, conductivity, turbidity, water flow). From Koulukatu NBS.
DOI: 10.15468/dl.er2q9a
title: Occurrence Download

description: A dataset containing 22639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anthracoceros coronatus (Boddaert, 1783)"
 ]
}

 The dataset includes 22639 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019813-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n4525
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Tetraberlinia baregarum Wieringa)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019814-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13122204
title: Marceddi monitoring stations

description: The shape file represents the position and characteristics of the three water monitoring stations and the weather station foreseen within TransformAr project. 

Here is the list of the monitoring instruments: 

a)       monitoring station Marceddì lagoon composed by:

-Weather station (Timing, Humidity, Wind speed, Wind direction, Rainfall intensity, Rainfall height, Temperature)

-Hydrometer (Piezometric level sensor with Immersion) (internal)

-Hydrometer (Piezometric level sensor with Immersion) (external)

-Dedicated data logger 

b)      monitoring station San Giovanni Pond (SMART GATE area): 

-N.2 - multiparameter sensor (Dissolved oxygen level, Conductivity, pH, ORP, Temperature, turbidity)

-Hydrometer (Piezometric level sensor with Immersion)

-Dedicated data logger 

c)       monitoring station San Giovanni Pond (mouth area):

-N.1 multiparameter sensor (Dissolved oxygen level, Conductivity, pH, ORP, Temperature, turbidity)

-Hydrometer (Piezometric level sensor with Immersion)

-Dedicated data logger
DOI: 10.5281/zenodo.13122205
title: Marceddi monitoring stations

description: The shape file represents the position and characteristics of the three water monitoring stations and the weather station foreseen within TransformAr project. 

Here is the list of the monitoring instruments: 

a)       monitoring station Marceddì lagoon composed by:

-Weather station (Timing, Humidity, Wind speed, Wind direction, Rainfall intensity, Rainfall height, Temperature)

-Hydrometer (Piezometric level sensor with Immersion) (internal)

-Hydrometer (Piezometric level sensor with Immersion) (external)

-Dedicated data logger 

b)      monitoring station San Giovanni Pond (SMART GATE area): 

-N.2 - multiparameter sensor (Dissolved oxygen level, Conductivity, pH, ORP, Temperature, turbidity)

-Hydrometer (Piezometric level sensor with Immersion)

-Dedicated data logger 

c)       monitoring station San Giovanni Pond (mouth area):

-N.1 multiparameter sensor (Dissolved oxygen level, Conductivity, pH, ORP, Temperature, turbidity)

-Hydrometer (Piezometric level sensor with Immersion)

-Dedicated data logger
DOI: 10.6084/m9.figshare.27038320.v2
title: White matter hyperintensities and cortical atrophy: genetic risk factors and underlying neurobiology

description: This page provides summary statistics for a genome-wide association study on white-matter hyperintensities (WMH) and related cortical thickness (CtxTH) in the insular region. The measurements are based on the first principal component of WMH and CtxTH, involving participants from European ancestry in the CHARGE consortium and the UK Biobank (UK Biobank Project 43688).Abstract:White matter hyperintensities index structural abnormalities in the cerebral white matter, including axonal damage. The latter may promote atrophy of the cerebral cortex, a key feature of dementia. Here, we report a study of 51,065 individuals from 10 cohorts demonstrating that higher white matter hyperintensity volume associates with lower cortical thickness. The meta-GWAS of white matter hyperintensities-associated cortical ‘atrophy’ identifies 20 genome-wide significant loci, and enrichment in genes specific to vascular cell types and oligodendrocytes. White matter hyperintensities-associated cortical ‘atrophy’ showed positive genetic correlations with vascular-risk traits and plasma biomarkers of neurodegeneration, and negative genetic correlations with cognitive functioning. Fifteen of the 20 loci regulated the expression of 54 genes in the cerebral cortex that, together with their co-expressed genes, were enriched in biological processes of axonal cytoskeleton and transport. The white matter hyperintensities-cortical thickness associations were most pronounced in cortical regions with higher expression of genes specific to excitatory neurons with long-range axons traversing through the white matter. The meta-GWAS-based polygenic risk score predicts vascular and all-cause dementia in an independent sample of 500,348 individuals.
DOI: 10.5281/zenodo.11067997
title: EnzChemRED, a rich enzyme chemistry relation extraction dataset

description: Abstract

Expert curation is essential to capture knowledge of enzyme functions from the scientific literature in FAIR open knowledgebases but cannot keep pace with the rate of new discoveries and new publications. In this work we present EnzChemRED, for Enzyme Chemistry Relation Extraction Dataset, a new training and benchmarking dataset to support the development of Natural Language Processing (NLP) methods such as (large) language models that can assist enzyme curation. EnzChemRED consists of 1,210 expert curated PubMed abstracts in which enzymes and the chemical reactions they catalyze are annotated using UniProtKB and ChEBI identifiers. We show that fine-tuning language models with EnzChemRED significantly boosts their ability to identify proteins and chemicals in text (86.30% F1 score) and to extract the chemical conversions in which they participate (86.66% F1 score), and the enzymes that catalyze those conversions (83.79% F1 score). We apply our methods to abstracts at PubMed scale to create a draft map of enzyme functions in literature to guide curation efforts in UniProtKB and the reaction knowledgebase Rhea.

Corresponding authors: Alan Bridge (alan.bridge@sib.swiss) and Zhiyong Lu (zhiyong.lu@nih.gov)

Content

This repository contains data to support the development of natural language processing (NLP) methods to mine biochemical reactions from text for Rhea and UniProt.