cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15157230
title: TABLE 1 in Notes on some type specimens of the Natural History Museum of Pirassununga São Paulo, Brazil

description: TABLE 1. List of the species that type specimens are believed to be or have been housed by the MHNP. List build based on Lima et al. (2003) and Fricke et al. (2022).
SPECIESORIGINALLY DEPOSITED (MUSEUM)Astyanax (Astyanax) trierythropterus Godoy 1970EEBPAstyanax bipunctialbicaudalis Godoy 1977EEBPCetopsorhamdia iheringi Schubart & Gomes 1959EEBPChasmocranus brachynema Gomes & Schubart 1958EEBPHemibrycon marciae Godoy 1971EEBPHyphessobrycon flammeus guabirubae Godoy 1987MHNPImparfinis tenebrosus Schubart 1964EEBPLeporinus amae Godoy 1980MHNPLeporinus amblyrhynchus Garavello & Britski 1987MHNPNannorhamdia schubarti Gomes 1956EEBPPimelodella insignis Schubart 1964EEBPPlecostomus fluviatilis Schubart 1964EEBPPlecostomus luteus Godoy 1980MHNPPlecostomus nigromaculatus Schubart 1964EEBPPlecostomus topavae Godoy 1969EEBPSternarchella curvioperculata Godoy 1968EEBP
description: Published as part of Azevedo-Santos, Valter M., Katz, Axel M., Zawadzki, Cláudio H. & Deprá, Gabriel De Carvalho, 2023, Notes on some type specimens of the Natural History Museum of Pirassununga São Paulo, Brazil, pp. 541 in Zootaxa 5284 (3) on page 541, DOI: 10.11646/zootaxa.5284.3.5, http://zenodo.org/record/7929660
DOI: 10.5281/zenodo.15157231
title: TABLE 1 in Notes on some type specimens of the Natural History Museum of Pirassununga São Paulo, Brazil

description: TABLE 1. List of the species that type specimens are believed to be or have been housed by the MHNP. List build based on Lima et al. (2003) and Fricke et al. (2022).
SPECIESORIGINALLY DEPOSITED (MUSEUM)Astyanax (Astyanax) trierythropterus Godoy 1970EEBPAstyanax bipunctialbicaudalis Godoy 1977EEBPCetopsorhamdia iheringi Schubart & Gomes 1959EEBPChasmocranus brachynema Gomes & Schubart 1958EEBPHemibrycon marciae Godoy 1971EEBPHyphessobrycon flammeus guabirubae Godoy 1987MHNPImparfinis tenebrosus Schubart 1964EEBPLeporinus amae Godoy 1980MHNPLeporinus amblyrhynchus Garavello & Britski 1987MHNPNannorhamdia schubarti Gomes 1956EEBPPimelodella insignis Schubart 1964EEBPPlecostomus fluviatilis Schubart 1964EEBPPlecostomus luteus Godoy 1980MHNPPlecostomus nigromaculatus Schubart 1964EEBPPlecostomus topavae Godoy 1969EEBPSternarchella curvioperculata Godoy 1968EEBP
description: Published as part of Azevedo-Santos, Valter M., Katz, Axel M., Zawadzki, Cláudio H. & Deprá, Gabriel De Carvalho, 2023, Notes on some type specimens of the Natural History Museum of Pirassununga São Paulo, Brazil, pp. 541 in Zootaxa 5284 (3) on page 541, DOI: 10.11646/zootaxa.5284.3.5, http://zenodo.org/record/7929660
DOI: 10.5281/zenodo.15157219
title: Table 8 in Description of five new and six known species of the genus Basirotyleptus Jairajpuri, 1964 (Nematoda: Dorylaimida: Tylencholaimoidea) from the Western Ghats, India

description: Table 8. Measurements of Basirotyleptus constrictus sp. nov. All measurements are in μm and in the form: mean ± s.d. (range).
CharactersHolotype femaleParatype femalesn8L497449.7 ± 37.6 (384–496)Body diameter at neck base17.517.1 ± 0.92 (15.5–18.5)Body diameter at mid body19.518.5 ± 0.97 (16.5–19.5)Body diameter at anus13.512.7 ± 0.92 (11.5–13.5)a25.423.7 ± 1.2 (22.5–26.6)b4.44.0 ± 0.26 (3.6–4.6)c29.926.8 ± 1.8 (24.5–30)c’1.21.2 ± 0.09 (1.1–1.4)V54.552.9 ± 1.6 (51.5–56.6)G10.781.0 ± 0.28 (0.77–1.3)G221.021.2 ± 1.2 (19.5–23.3)Lip region diameter8.58.2 ± 0.41 (8.0–8.5)Lip region height4.04.2 ± 0.15 (4.0–4.5)Amphidial aperture4.54.3 ± 0.43 (4.0–5.0)Odontostyle length9.59.8 ± 0.23 (9.0–10)Odontophore length14.514.2 ± 0.36 (14–15)Total stylet length2424.3 ± 0.39 (23.5–25)Guiding ring from anterior end9.08.9 ± 0.50 (8.0–10)Nerve ring from anterior end6563.3 ± 2.0 (60–65)Neck length111108.4 ± 3.0 (103–112)Expanded part of pharynx1717.6 ± 0.46 (16–19)Cardia length4.54.1 ± 0.69 (3.0–5.0)Anterior genital branch4.04.9 ± 0.98 (4.0–6.0)Posterior genital branch10497.6 ± 9.8 (78–111)Vaginal length9.08.9 ± 0.57 (8.5–10)Vulva from anterior end271239.7 ± 22.5 (201–268)Prerectum length3035.7 ± 4.5 (30–43)Rectum length16.514.9 ± 1.2 (12.5–16.5)Tail length16.516.4 ± 1.3 (15.0–18.0)
description: Published as part of Islam, Md Niraul & Ahmad, Wasim, 2022, Description of five new and six known species of the genus Basirotyleptus Jairajpuri, 1964 (Nematoda: Dorylaimida: Tylencholaimoidea) from the Western Ghats, India, pp. 33 in European Journal of Taxonomy 791 (1) on page 33, DOI: 10.5852/ejt.2022.791.1645, http://zenodo.org/record/5999842
DOI: 10.5281/zenodo.15157221
title: Table 9 in Description of five new and six known species of the genus Basirotyleptus Jairajpuri, 1964 (Nematoda: Dorylaimida: Tylencholaimoidea) from the Western Ghats, India

description: Table 9. Measurements of Basirotyleptus goaensis sp. nov. All measurements are in μm and in the form: mean ± s.d. (range)
CharactersHolotype femaleParatype femalesn7L849813.6 ± 48.7 (730–873)Body diameter at neck base24.523.8 ± 1.2 (22.0–25.0)Body diameter at mid body26.527.1 ± 1.4 (24.5–28.5)Body diameter at anus1818.1 ± 1.3 (16.0–20.5)a32.129.4 ± 1.2 (28.4–32.1)b6.15.7 ± 0.33 (5.3–6.2)c54.255.3 ± 3.1 (51.6–62.0)c’0.840.79 ± 0.05 (0.72–0.88)V38.936.6 ± 0.93 (36.0–38.2)G14.13.6 ± 0.34 (3.1–4.0)G220.023.0 ± 2.3 (19.5–25.8)Lip region diameter9.09.0 ± 0.39 (8.5–10)Lip region height4.04.1 ± 0.24 (4.0–4.5)Amphidial aperture6.05.6 ± 0.35 (5.0–6.0)Odontostyle length1413.7 ± 0.38 (13.0–14.5)Odontophore length16.516.1 ± 0.73 (15.0–17.5)Total stylet length30.529.9 ± 0.93 (28.5–31.0)Guiding ring from anterior end1211.8 ± 0.53 (10.5–12.5)Nerve ring from anterior end7979.3 ± 2.1 (75–83)Neck length137137.9 ± 3.4 (132–144)Expanded part of pharynx24.523.8 ± 1.1 (22.5–26.0)Cardia length5.04.7 ± 0.39 (4.0–5.0)Anterior genital branch3531.6 ± 6.4 (24.5–46.0)Posterior genital branch170191.2 ± 22.4 (152–225)Vaginal length13.513.4 ± 0.64 (13.0–14.5)Vulva from anterior end330304.1 ± 17.5 (279–330)Prerectum length7267.3 ± 6.8 (52–73)Rectum length2118.0 ± 2.0 (14.5–21.5)Tail length15.514.4 ± 1.2 (12.0–15.5)
description: Published as part of Islam, Md Niraul & Ahmad, Wasim, 2022, Description of five new and six known species of the genus Basirotyleptus Jairajpuri, 1964 (Nematoda: Dorylaimida: Tylencholaimoidea) from the Western Ghats, India, pp. 38 in European Journal of Taxonomy 791 (1) on page 38, DOI: 10.5852/ejt.2022.791.1645, http://zenodo.org/record/5999842
DOI: 10.15468/dl.vde9j2
title: Occurrence Download

description: A dataset containing 7840 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothrops asper (Garman, 1883)"
 ]
}

 The dataset includes 7840 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006314-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4jhfv
title: Occurrence Download

description: A dataset containing 1078374 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 1078374 records from 3208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006303-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8rc84
title: Occurrence Download

description: A dataset containing 506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudobranchus axanthus Netting & Goin, 1942)"
 ]
}

 The dataset includes 506 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003796-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqkza6
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Abies pinsapo"
 ]
}

 The dataset includes 458 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010390-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3f327y
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Martesia striata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 111 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010391-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w44f6r
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula poscharskyana",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 135 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010394-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bg3fn
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carex appendiculata"
 ]
}

 The dataset includes 87 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010392-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5jvev
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monothyra orientalis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010395-250914085247600/datasets/export for details.
DOI: 10.17026/ar/rdc3mk
title: Geranium 2 Gemeente Bemmel, Inventariserend Veldonderzoek in de vorm van proefsleuven Geranium 2, gemeente Bemmel

description: &lt;p&gt;ADC ArcheoProjecten heeft een n archeologisch proefsleuven onderzoek uitgevoerd. Binnen het plangebied wordt verharding aangebracht en een laadkuil aangelegd, waardoor de mogelijke archeologische resten verstoord worden of dat deze door verblauwing van de bodem niet meer zichtbaar zullen zijn. In de directe nabijheid is een grafveld uit de IJzertijd (Tabel 1) aangetroffen. Het doel is te bepalen of er archeologische resten binnen het plangebied aanwezig zijn en of deze in gevaar worden gebracht door mogelijke verblauwing van de bodem.&lt;/p&gt;
DOI: 10.15468/dl.xcen4n
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Berberis amurensis"
 ]
}

 The dataset includes 477 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010396-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5wqhw
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula pyramidalis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010399-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17141723
title: PT-Symmetric Open Quantum Systems: A Foundational Framework for Scalable Quantum Software}
DOI: 10.5281/zenodo.17141724
title: PT-Symmetric Open Quantum Systems: A Foundational Framework for Scalable Quantum Software}
DOI: 10.15468/dl.7wtjz6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula pyramidalis",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010397-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qs96n
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula pyramidalis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 192 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010398-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84uwyv
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((5.55 50.75,5.65 50.75,5.65 50.85,5.55 50.85,5.55 50.75))",
 "Geometry POLYGON((6.05 50.75,6.15 50.75,6.15 50.85,6.05 50.85,6.05 50.75))"
 ]
 },
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum mantegazzianum",
 "Year 1983-2023"
 ]
}

 The dataset includes 176 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010400-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1135898
title: Digital Archive from an Archaeological Evaluation and Excavations at Redcliffe Quarter, Bristol, 2016-2018

description: This collection comprises images, site records, spreadsheets, databases and GIS data from an archaeological evaluation and two phases of excavation at Redcliffe Quarter, Bristol carried out by Oxford Cotswold Archaeology Joint Venture between 2016 and 2018. Work indicated deeply stratified deposits of archaeological remains, dating from
the 12th century AD, and continuing into the modern era.
DOI: 10.15468/dl.7geryb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orestias gilsoni)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010402-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udmudn
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.55 50.75,5.65 50.75,5.65 50.85,5.55 50.85,5.55 50.75))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum mantegazzianum",
 "Year 1983-2023"
 ]
}

 The dataset includes 172 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010403-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.784exh
title: Occurrence Download

description: A dataset containing 582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parapholas californica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 582 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010404-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7488/ds/8022
title: Climate change increases ammonia emissions, reducing the efficacy of mitigation actions (AMCLIM modelling results)

description: Temperature sensitivity of agricultural ammonia emissions modelled by the AMCLIM model. Projected agricultural ammonia emissions in 2041-2050 and 2091-2100 under four different shared socio-economic pathways (SSPs): SSP1-2.6, SSP2-4.5, SSP3-7.0 and SSP5-8.5. Mitigation of agricultural ammonia emissions for the year 2010. Base run results are deposited under: https://datashare.ed.ac.uk/handle/10283/8753 https://datashare.ed.ac.uk/handle/10283/8953
DOI: 10.5281/zenodo.17141738
title: Global Digestive Health Products Market 2025 To 2034

description: Digestive Health Products Market Size, Trends and Insights By Ingredient (Probiotics, Prebiotics, Enzymes, Others), By Form (Capsules, Tablets, Powders, Liquid formulations, Gummies/Chewables), By End User (Human, Animal), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Digestive Health Products Market conducted by the CMI Team, the global Digestive Health Products Market is expected to record a CAGR of 8.5% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 59.7 Billion. By 2034, the valuation is anticipated to reach USD 124.4 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=73698
DOI: 10.5281/zenodo.17141739
title: Global Digestive Health Products Market 2025 To 2034

description: Digestive Health Products Market Size, Trends and Insights By Ingredient (Probiotics, Prebiotics, Enzymes, Others), By Form (Capsules, Tablets, Powders, Liquid formulations, Gummies/Chewables), By End User (Human, Animal), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Digestive Health Products Market conducted by the CMI Team, the global Digestive Health Products Market is expected to record a CAGR of 8.5% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 59.7 Billion. By 2034, the valuation is anticipated to reach USD 124.4 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=73698
DOI: 10.15468/dl.6y3sgp
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula pyramidalis",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010405-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmb43j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apteronotus acidops)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010406-250914085247600/datasets/export for details.
DOI: 10.15468/dl.z5f33j
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Berberis poiretii"
 ]
}

 The dataset includes 235 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010407-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17141663
title: Genotyping Data of 251 Wheat Samples for Population Structure and GWAS Analysis

description: Title: Genotyping Data of 251 Wheat Samples for Population Structure and GWAS Analysis

Description: This dataset encompasses genotyping results for a collection of 251 wheat samples. The genotyping was conducted using the Illumina iSelect 90K SNP array at Trait Genetics, Gatersleben (Germany), using Illumina Inc., San Diego, USA.

The SNP dataset underwent rigorous quality filtering. Markers with a minor allele frequency (MAF) below 5% and those with more than 10% missing data were excluded. Following this filtering process, a total of 17,093 high-quality SNP markers were retained for the subsequent GWAS analysis. These data enable research focused on understanding the genetic basis of traits in wheat, investigating population structure within this collection, and identifying genomic regions associated with important agronomic characteristics.

Crucially, this high-density genotypic data has served as a valuable resource across multiple research projects, enabling diverse investigations into wheat genetics under various stress conditions (e.g., drought, heat, salinity) and across different field environments. It facilitates a deeper understanding of the genetic basis for traits relevant to crop improvement and adaptation. 

)This dataset supports the manuscript 'Genome-Wide Association Study Reveals Key SNP Markers for Agro-Physiological Traits in Bread Wheat (Triticum aestivum L.)', currently under peer-review. It's uploaded at the editor's request. Upon publication, the article's DOI will be added to this record for traceability(

 

Keywords: Wheat, Genotyping, SNP, GWAS, Illumina iSelect, Trait Genetics, Data Quality, Data Filtering, Genetic Analysis, Agronomic Traits