cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.us74gd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphanius fasciatus, Aphanius stiassnyae, Aphyosemion abacinum, Aphyosemion ahli, Aphyosemion alpha, Aphyosemion amoenum, Aphyosemion aureum, Aphyosemion australe, Aphyosemion bamilekorum, Aphyosemion batesii, Aphyosemion bitaeniatum, Aphyosemion bivittatum, Aphyosemion bualanum, Aphyosemion buytaerti, Aphyosemion calliurum, Aphyosemion cameronense, Aphyosemion castaneum, Aphyosemion caudofasciatum, Aphyosemion celiae, Aphyosemion chauchei, Aphyosemion christyi, Aphyosemion citrineipinnis, Aphyosemion coeleste, Aphyosemion cognatum, Aphyosemion congicum, Aphyosemion cyanostictum, Aphyosemion dargei, Aphyosemion decorsei, Aphyosemion edeanum, Aphyosemion elberti, Aphyosemion elegans, Aphyosemion escherichi, Aphyosemion etsamense, Aphyosemion exigoideum, Aphyosemion exiguum, Aphyosemion ferranti, Aphyosemion franzwerneri, Aphyosemion fulgens, Aphyosemion georgiae, Aphyosemion hanneloreae, Aphyosemion heinemanni, Aphyosemion hera, Aphyosemion herzogi, Aphyosemion hofmanni, Aphyosemion joergenscheeli, Aphyosemion kouamense, Aphyosemion labarrei, Aphyosemion lamberti, Aphyosemion lefiniense, Aphyosemion loennbergii, Aphyosemion louessense, Aphyosemion lugens, Aphyosemion lujae, Aphyosemion maculatum, Aphyosemion mikeae, Aphyosemion wachtersi, Aphyosemion mimbon, Aphyosemion ocellatum, Aphyosemion passaroi, Aphyosemion poliaki, Aphyosemion polli, Aphyosemion primigenium, Aphyosemion punctatum, Aphyosemion raddai, Aphyosemion rectogoense, Aphyosemion riggenbachi, Aphyosemion schioetzi, Aphyosemion schluppi, Aphyosemion schoutedeni, Aphyosemion seegersi, Aphyosemion splendopleure, Aphyosemion striatum, Aphyosemion thysi, Aphyosemion tirbaki, Aphyosemion trilineatus, Aphyosemion volcanum, Aphyosemion wildekampi, Aphyosemion wuendschi, Aphyosemion zygaima, Aplocheilichthys antinorii, Micropanchax antinorii, Aplocheilichthys atripinna, Lacustricola atripinna, Aplocheilichthys brichardi, Poropanchax brichardi, Aplocheilichthys bukobanus, Lacustricola bukobanus, Aplocheilichthys centralis, Lacustricola centralis, Aplocheilichthys fuelleborni, Micropanchax fuelleborni, Aplocheilichthys jeanneli, Lacustricola jeanneli, Aplocheilichthys kongoranensis, Lacustricola kongoranensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((38.1793 -46.1562,37.7677 -46.1194,37.2426 -46.5425,37.1382 -46.9324,37.1382 -47.1134,37.4683 -47.4451,38.1018 -47.4039,38.3904 -47.0323,38.4703 -46.4598,38.1793 -46.1562))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005080-250827131500795/datasets/export for details.
DOI: 10.15468/dl.vjqq2w
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amathia distans",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 356 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005082-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49h9rp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amathia distans",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005083-250827131500795/datasets/export for details.
DOI: 10.15468/dl.vg4u6r
title: Occurrence Download

description: A dataset containing 20439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is French Guiana",
 "DatasetKey is FishBase Database",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 20439 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005084-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.af6ds4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amathia distans",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005081-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12869399
title: Crop recommendation dataset - Field Crop varieties
DOI: 10.48472/deposita/hd6dba
title: Conjunto de patentes brasileiras com referência à espécies de flora nativa que só ocorrem na Mata Atlântica recuperadas na base Derwent (anos de prioridade 1988 a 2021)
title: Set of Brazilian patents with reference to native flora species that only occur in the Atlantic Forest recovered at the Derwent base (priority years 1988 to 2021)

description: Conjunto de 58 patentes brasileiras com menção à espécies de flora nativa que só ocorrem no bioma brasileiro Mata Atlântica recuperadas na base Derwent Innovation Index. Dados disponíveis na base no dia 03/04/2023, com data de prioridade entre 1988 e 2021. Modo de coleta de dados: Uma expressão de busca contendo 9571 espécies (gênero + epíteto específico) de flora nativa da Mata Atlântica foi aplicada no campo TÓPICO da base Derwent no dia 03/04/2023. A lista das espécies foi coletada no banco de dados do Reflora/CNPQ1 no dia 11/11/2021, considerando: Espécies de flora nativa (exceto algas e fungos) - Angiospermas, briófitas, gimnospermas, samambaias e licófitas; domínio fitogeográfico- só ocorre na Mata Atlântica; ocorre no Brasil =Sim; só ocorre no domínio fitogeográfico = Mata Atlântica, Nativa, Buscar até = subsp./var. O conjunto de dados foi exportado em formato txt e tratado para identificação da dada de primeira prioridade no conjunto de cada família de patentes utilizando a ferramenta Earliest Priority Selector2. Os dados tratados foram importados para o software de análise bibliométrica Vantage Point v.5.0 para a geração de listas com informações dos titulares das patentes, inventores, título, países em que foram depositadas, foco tecnológico e Classificação Internacional de patentes com 4 dígitos. As listas para o escopo temporal de data de prioridade entre 1988 a 2021* foram transferidas para planilhas tipo ods. *As patentes referentes aos meses out/nov/dez de 2021 não devem constar dos dados considerando o período de sigilo de 18 meses para publicação dos documentos.
description: Período se refere a data de prioridade das patentes. O conjunto de patentes disponível nos dados posteriores a outubro de 2021 até outubro de 2022 são limitados devido ao período de sigilo de 18 meses para publicação dos documentos. Não constam nos dados coletados em 03/04/23 patentes posteriores a out/2022.
DOI: 10.15468/dl.rwbdjm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphanius fasciatus, Aphanius stiassnyae, Aphyosemion abacinum, Aphyosemion ahli, Aphyosemion alpha, Aphyosemion amoenum, Aphyosemion aureum, Aphyosemion australe, Aphyosemion bamilekorum, Aphyosemion batesii, Aphyosemion bitaeniatum, Aphyosemion bivittatum, Aphyosemion bualanum, Aphyosemion buytaerti, Aphyosemion calliurum, Aphyosemion cameronense, Aphyosemion castaneum, Aphyosemion caudofasciatum, Aphyosemion celiae, Aphyosemion chauchei, Aphyosemion christyi, Aphyosemion citrineipinnis, Aphyosemion coeleste, Aphyosemion cognatum, Aphyosemion congicum, Aphyosemion cyanostictum, Aphyosemion dargei, Aphyosemion decorsei, Aphyosemion edeanum, Aphyosemion elberti, Aphyosemion elegans, Aphyosemion escherichi, Aphyosemion etsamense, Aphyosemion exigoideum, Aphyosemion exiguum, Aphyosemion ferranti, Aphyosemion franzwerneri, Aphyosemion fulgens, Aphyosemion georgiae, Aphyosemion hanneloreae, Aphyosemion heinemanni, Aphyosemion hera, Aphyosemion herzogi, Aphyosemion hofmanni, Aphyosemion joergenscheeli, Aphyosemion kouamense, Aphyosemion labarrei, Aphyosemion lamberti, Aphyosemion lefiniense, Aphyosemion loennbergii, Aphyosemion louessense, Aphyosemion lugens, Aphyosemion lujae, Aphyosemion maculatum, Aphyosemion mikeae, Aphyosemion wachtersi, Aphyosemion mimbon, Aphyosemion ocellatum, Aphyosemion passaroi, Aphyosemion poliaki, Aphyosemion polli, Aphyosemion primigenium, Aphyosemion punctatum, Aphyosemion raddai, Aphyosemion rectogoense, Aphyosemion riggenbachi, Aphyosemion schioetzi, Aphyosemion schluppi, Aphyosemion schoutedeni, Aphyosemion seegersi, Aphyosemion splendopleure, Aphyosemion striatum, Aphyosemion thysi, Aphyosemion tirbaki, Aphyosemion trilineatus, Aphyosemion volcanum, Aphyosemion wildekampi, Aphyosemion wuendschi, Aphyosemion zygaima, Aplocheilichthys antinorii, Micropanchax antinorii, Aplocheilichthys atripinna, Lacustricola atripinna, Aplocheilichthys brichardi, Poropanchax brichardi, Aplocheilichthys bukobanus, Lacustricola bukobanus, Aplocheilichthys centralis, Lacustricola centralis, Aplocheilichthys fuelleborni, Micropanchax fuelleborni, Aplocheilichthys jeanneli, Lacustricola jeanneli, Aplocheilichthys kongoranensis, Lacustricola kongoranensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((46.4834 11.218,46.1382 11.2722,46.1382 11.0599,51.6417 11.0599,51.7324 12.0635,51.5026 12.2885,50.8876 12.4788,50.4313 12.4022,50.0359 12.0384,49.0834 11.7794,48.4763 11.8079,47.8551 11.6161,47.093 11.7051,46.4834 11.218))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005086-250827131500795/datasets/export for details.
DOI: 10.48472/deposita/igxqf5
title: Produção científica vinculada ao Instituto Nacional da Mata Atlântica

description: Este conjunto de dados contempla a produção de artigos científicos afiliados ao Instituto Nacional da Mata Atlântica (INMA),e as relações temáticas e colaborativas estabelecidas pelos pesquisadores vinculados ao INMA ao longo dos anos. Adotam-se os estudos métricos da informação como metodologia de coleta e análise. Utiliza-se a base de dados Scopus para identificação dessa produção
DOI: 10.34740/kaggle/dsv/12899531
title: Balochi Language to English Translation Dataset
DOI: 10.15468/dl.k8rg8s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphanius fasciatus, Aphanius stiassnyae, Aphyosemion abacinum, Aphyosemion ahli, Aphyosemion alpha, Aphyosemion amoenum, Aphyosemion aureum, Aphyosemion australe, Aphyosemion bamilekorum, Aphyosemion batesii, Aphyosemion bitaeniatum, Aphyosemion bivittatum, Aphyosemion bualanum, Aphyosemion buytaerti, Aphyosemion calliurum, Aphyosemion cameronense, Aphyosemion castaneum, Aphyosemion caudofasciatum, Aphyosemion celiae, Aphyosemion chauchei, Aphyosemion christyi, Aphyosemion citrineipinnis, Aphyosemion coeleste, Aphyosemion cognatum, Aphyosemion congicum, Aphyosemion cyanostictum, Aphyosemion dargei, Aphyosemion decorsei, Aphyosemion edeanum, Aphyosemion elberti, Aphyosemion elegans, Aphyosemion escherichi, Aphyosemion etsamense, Aphyosemion exigoideum, Aphyosemion exiguum, Aphyosemion ferranti, Aphyosemion franzwerneri, Aphyosemion fulgens, Aphyosemion georgiae, Aphyosemion hanneloreae, Aphyosemion heinemanni, Aphyosemion hera, Aphyosemion herzogi, Aphyosemion hofmanni, Aphyosemion joergenscheeli, Aphyosemion kouamense, Aphyosemion labarrei, Aphyosemion lamberti, Aphyosemion lefiniense, Aphyosemion loennbergii, Aphyosemion louessense, Aphyosemion lugens, Aphyosemion lujae, Aphyosemion maculatum, Aphyosemion mikeae, Aphyosemion wachtersi, Aphyosemion mimbon, Aphyosemion ocellatum, Aphyosemion passaroi, Aphyosemion poliaki, Aphyosemion polli, Aphyosemion primigenium, Aphyosemion punctatum, Aphyosemion raddai, Aphyosemion rectogoense, Aphyosemion riggenbachi, Aphyosemion schioetzi, Aphyosemion schluppi, Aphyosemion schoutedeni, Aphyosemion seegersi, Aphyosemion splendopleure, Aphyosemion striatum, Aphyosemion thysi, Aphyosemion tirbaki, Aphyosemion trilineatus, Aphyosemion volcanum, Aphyosemion wildekampi, Aphyosemion wuendschi, Aphyosemion zygaima, Aplocheilichthys antinorii, Micropanchax antinorii, Aplocheilichthys atripinna, Lacustricola atripinna, Aplocheilichthys brichardi, Poropanchax brichardi, Aplocheilichthys bukobanus, Lacustricola bukobanus, Aplocheilichthys centralis, Lacustricola centralis, Aplocheilichthys fuelleborni, Micropanchax fuelleborni, Aplocheilichthys jeanneli, Lacustricola jeanneli, Aplocheilichthys kongoranensis, Lacustricola kongoranensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((46.3328 2.047,46.3452 2.0599,46.1382 2.0599,46.1382 1.9309,46.3328 2.047))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005088-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.16989470
title: LES exploration of the assumptions used in retrieving entrainment from a mixing diagram data

description: Data used for the paper 







An LES exploration of the assumptions used in retrieving entrainment from a mixing diagram approach with ground-based remote sensors
DOI: 10.5281/zenodo.16989471
title: LES exploration of the assumptions used in retrieving entrainment from a mixing diagram data

description: Data used for the paper 







An LES exploration of the assumptions used in retrieving entrainment from a mixing diagram approach with ground-based remote sensors
DOI: 10.15139/s3/wlisoc
title: Data Management and Sharing Plan for: Novel mechanism of alcohol self-administration and relapse

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15468/dl.pnact5
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophopodella carteri",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005090-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16989457
title: Dublin Guard Nominal Roll (February - April 1922)

description: This dataset was transcribed as part of a doctoral thesis completed by Jack Kavanagh. The Dublin Guard Nominal Roll is currently uncatalogued but available on request from the Military Archives of Ireland.
DOI: 10.5281/zenodo.16989458
title: Dublin Guard Nominal Roll (February - April 1922)

description: This dataset was transcribed as part of a doctoral thesis completed by Jack Kavanagh. The Dublin Guard Nominal Roll is currently uncatalogued but available on request from the Military Archives of Ireland.
DOI: 10.15468/dl.4vz5an
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophopodella carteri",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005089-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ngjj2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphanius fasciatus, Aphanius stiassnyae, Aphyosemion abacinum, Aphyosemion ahli, Aphyosemion alpha, Aphyosemion amoenum, Aphyosemion aureum, Aphyosemion australe, Aphyosemion bamilekorum, Aphyosemion batesii, Aphyosemion bitaeniatum, Aphyosemion bivittatum, Aphyosemion bualanum, Aphyosemion buytaerti, Aphyosemion calliurum, Aphyosemion cameronense, Aphyosemion castaneum, Aphyosemion caudofasciatum, Aphyosemion celiae, Aphyosemion chauchei, Aphyosemion christyi, Aphyosemion citrineipinnis, Aphyosemion coeleste, Aphyosemion cognatum, Aphyosemion congicum, Aphyosemion cyanostictum, Aphyosemion dargei, Aphyosemion decorsei, Aphyosemion edeanum, Aphyosemion elberti, Aphyosemion elegans, Aphyosemion escherichi, Aphyosemion etsamense, Aphyosemion exigoideum, Aphyosemion exiguum, Aphyosemion ferranti, Aphyosemion franzwerneri, Aphyosemion fulgens, Aphyosemion georgiae, Aphyosemion hanneloreae, Aphyosemion heinemanni, Aphyosemion hera, Aphyosemion herzogi, Aphyosemion hofmanni, Aphyosemion joergenscheeli, Aphyosemion kouamense, Aphyosemion labarrei, Aphyosemion lamberti, Aphyosemion lefiniense, Aphyosemion loennbergii, Aphyosemion louessense, Aphyosemion lugens, Aphyosemion lujae, Aphyosemion maculatum, Aphyosemion mikeae, Aphyosemion wachtersi, Aphyosemion mimbon, Aphyosemion ocellatum, Aphyosemion passaroi, Aphyosemion poliaki, Aphyosemion polli, Aphyosemion primigenium, Aphyosemion punctatum, Aphyosemion raddai, Aphyosemion rectogoense, Aphyosemion riggenbachi, Aphyosemion schioetzi, Aphyosemion schluppi, Aphyosemion schoutedeni, Aphyosemion seegersi, Aphyosemion splendopleure, Aphyosemion striatum, Aphyosemion thysi, Aphyosemion tirbaki, Aphyosemion trilineatus, Aphyosemion volcanum, Aphyosemion wildekampi, Aphyosemion wuendschi, Aphyosemion zygaima, Aplocheilichthys antinorii, Micropanchax antinorii, Aplocheilichthys atripinna, Lacustricola atripinna, Aplocheilichthys brichardi, Poropanchax brichardi, Aplocheilichthys bukobanus, Lacustricola bukobanus, Aplocheilichthys centralis, Lacustricola centralis, Aplocheilichthys fuelleborni, Micropanchax fuelleborni, Aplocheilichthys jeanneli, Lacustricola jeanneli, Aplocheilichthys kongoranensis, Lacustricola kongoranensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((52.9229 -4.6891,52.7928 -5.4458,52.3502 -5.9456,52.3597 -6.2641,52.5923 -6.5238,52.2937 -6.7403,52.2917 -6.9401,53.175 -6.9401,53.1471 -6.7216,54.1043 -5.961,54.1687 -5.5199,53.8001 -5.19,53.8668 -4.7363,53.5536 -4.4067,53.1632 -4.4308,52.9229 -4.6891))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005091-250827131500795/datasets/export for details.
DOI: 10.15468/dl.fsmu7a
title: Occurrence Download

description: A dataset listing the 20364 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 20364 records were derived from 683 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005074-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.29932175
title: Comparative multimodal analysis of the representation of world icons in Grade 12 tourism textbooks

description: The dataset consists of three Grade 12 Tourism textbooks approved by the Curriculum and Assessment Policy Statement (CAPS) in South Africa: Oxford Successful Tourism (Blue Book), Focus Tourism (Purple Book), and Via Afrika Tourism (Orange Book). Within these textbooks, six world icons were selected for analysis: Niagara Falls, the Grand Canyon, the Swiss Alps, the Black Forest, Mount Fuji, and Ayers Rock/Uluru. The data includes the multimodal presentation of these icons, comprising textual descriptions, visual images, page layouts, and symbolic elements. Extracted material from the textbooks encompasses written passages, photographs, illustrations, captions, and the spatial organisation of content relating to each world icon. These elements were gathered to allow for comparison across the three textbooks, focusing on how each icon is represented to learners in the context of tourism education.
DOI: 10.25403/upresearchdata.29932175.v1
title: Comparative multimodal analysis of the representation of world icons in Grade 12 tourism textbooks

description: The dataset consists of three Grade 12 Tourism textbooks approved by the Curriculum and Assessment Policy Statement (CAPS) in South Africa: Oxford Successful Tourism (Blue Book), Focus Tourism (Purple Book), and Via Afrika Tourism (Orange Book). Within these textbooks, six world icons were selected for analysis: Niagara Falls, the Grand Canyon, the Swiss Alps, the Black Forest, Mount Fuji, and Ayers Rock/Uluru. The data includes the multimodal presentation of these icons, comprising textual descriptions, visual images, page layouts, and symbolic elements. Extracted material from the textbooks encompasses written passages, photographs, illustrations, captions, and the spatial organisation of content relating to each world icon. These elements were gathered to allow for comparison across the three textbooks, focusing on how each icon is represented to learners in the context of tourism education.
DOI: 10.5281/zenodo.10625518
title: SAM-Seq_wt_rep1

description: Epigenetic regulations, including chromatin accessibility, nucleosome positioning, and DNA methylation intricately shape genome function. However, current chromatin profiling techniques relying on short-read sequencing technologies fail to characterise highly repetitive genomic regions and cannot detect multiple chromatin features simultaneously. Here, we performed Simultaneous Accessibility and DNA Methylation Sequencing (SAM- seq) of purified plant nuclei. Thanks to the use of long-read nanopore sequencing, SAM-seq enables high-resolution profiling of m6A-tagged chromatin accessibility together with endogenous cytosine methylation in plants. Analysis of naked genomic DNA revealed significant sequence preference biases of m6A-MTases, controllable through a normalisation step. By applying SAM-seq to Arabidopsis and maize nuclei we obtained fine-grained accessibility and DNA methylation landscapes genome-wide. In addition, we uncovered crosstalk between chromatin accessibility and DNA methylation within nucleosomes of genes, TEs, and centromeric repeats. SAM-seq also facilitated the identification of DNA footprints over cis-regulatory regions. Furthermore, using the single-molecule information provided by SAM-seq we identified extensive cellular heterogeneity at chromatin domains harbouring antagonistic chromatin marks, suggesting that bivalency reflects cell-specific regulations of gene activity. SAM-seq is a powerful approach to simultaneously study multiple epigenetic features over unique and repetitive sequences, opening new opportunities for the investigation of epigenetic mechanisms in model as well non-model plant species with limited genomic and epigenomic information.