AgricultureEnglish6.5/10 · BronzeCSV file availableUpdated 19 Oct 2026

An outlook on mechanisms inciting drought tolerance in cotton (Gossypium hirsutum) | The Indian Journal of Agricultural Sciences - Question and Answer Dataset

Name: An outlook on mechanisms inciting drought tolerance in cotton (Gossypium hirsutum) | The Indian Journal of Agricultural Sciences - Question and Answer Dataset
Creator: epubs.icar.org.in
Keywords: Agriculture, question-answering, extractive-qa, drought-tolerance, gossypium-hirsutum, drought-stress, upland-cotton, plant-science, molecular-biology, plant-physiology, molecular-breeding, stress-tolerance

#question-answering#extractive-qa#drought-tolerance#gossypium-hirsutum#drought-stress#upland-cotton#plant-science#molecular-biology#plant-physiology#molecular-breeding#stress-tolerance

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About this dataset

14 extractive question-and-answer pairs built from An outlook on mechanisms inciting drought tolerance in cotton (Gossypium hirsutum), published by epubs.icar.org.in. Source-evidenced topics include drought tolerance, gossypium hirsutum, drought stress, upland cotton, plant science, molecular biology, plant physiology, molecular breeding. Every answer is a verbatim span of text the source prints, and each row carries the passage it sits in, its offset in that passage, the source quote, the page and the location in the document, so any row can be checked against the original. Question types in the export: 5 factual, 5 list, 2 relationship, 1 definition, 1 summary. 9 of the 14 pairs (64.3%) ask explanatory questions; the remaining 5 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.

The story in this dataset

Mechanisms of drought tolerance in cotton: A Q&A dataset

This dataset contains 14 extractive question-and-answer pairs derived from a study on drought tolerance mechanisms in cotton (Gossypium hirsutum), published in The Indian Journal of Agricultural Sciences. The questions cover topics such as physiological and biochemical responses to drought, molecular breeding, and the genetic architecture of drought tolerance. Each answer is a verbatim excerpt from the source material, ensuring traceability to the original publication. The dataset includes explanatory, factual, and summary question types, with a focus on understanding cotton's resilience to water scarcity.

Definition of drought: A multifaceted abiotic stress affecting plants at morphological, physiological, biochemical, and molecular levels.

Preview

First 10 of 14 rows

Sample rows from An outlook on mechanisms inciting drought tolerance in cotton (Gossypium hirsutum) | The Indian Journal of Agricultural Sciences - Question and Answer Dataset
question	answer	context	answer_start	question_type	knowledge_quality_score	source_document	source_quote	source_location	confidence	validation_status
What is Drought?	a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels. In the face of increasing climate variability, plants exhibit diverse growth and reproductive responses to water scarcity.	11	definition	0.980	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels.	p[0]	0.850	valid
Under what conditions can material from The Indian Journal of Agricultural Sciences be used?	provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR	This work is licensed under aCreative Commons Attribution-NonCommercial-ShareAlike 4. International License. The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information. The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0. Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4.	474	relationship	0.970	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR.
What is the potential impact of overexpressing GhWRKY6 in cotton?	may induce ROS-mediated oxidative damage	At the molecular level, drought tolerance is enhanced by the upregulation of genes such asGhSP1, GhFTL1, GhEXLB2,andGhGLK1, alongside the downregulation ofMAPKKKgenes. overexpression ofGhWRKY6may induce ROS-mediated oxidative damage. Emerging studies highlight the importance of transcription factors likeGhirNAC2and the regulatory influence of miR394a/b onGhD01G0229under drought stress. Mapping and functional characterization of these genes, transcription factors, and miRNAs provide valuable insights into the genetic architecture of drought tolerance and offer potential targets for crop improvement. This review explores the integrated physiological, biochemical, and molecular mechanisms that confer drought resilience in cotton	192	relationship	0.970	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	overexpression ofGhWRKY6may induce ROS-mediated oxidative damage.	p[0]	0.700	valid
What does the mapping and functional characterization of genes, transcription factors, and miRNAs in cotton reveal?	valuable insights into the genetic architecture of drought tolerance	At the molecular level, drought tolerance is enhanced by the upregulation of genes such asGhSP1, GhFTL1, GhEXLB2,andGhGLK1, alongside the downregulation ofMAPKKKgenes. overexpression ofGhWRKY6may induce ROS-mediated oxidative damage. Emerging studies highlight the importance of transcription factors likeGhirNAC2and the regulatory influence of miR394a/b onGhD01G0229under drought stress. Mapping and functional characterization of these genes, transcription factors, and miRNAs provide valuable insights into the genetic architecture of drought tolerance and offer potential targets for crop improvement. This review explores the integrated physiological, biochemical, and molecular mechanisms that confer drought resilience in cotton	487	summary	0.970	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Mapping and functional characterization of these genes, transcription factors, and miRNAs provide valuable insights into the genetic architecture of drought tolerance and offer potential targets for crop improvement.	p[0]
What are the key physiological mechanisms that help cotton tolerate drought?	maintenance of relative water content, leaf water potential, stomatal conductance, and osmotic adjustment	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels. In the face of increasing climate variability, plants exhibit diverse growth and reproductive responses to water scarcity. Cotton, a globally significant fibre crop with substantial economic value, is particularly vulnerable to drought during key developmental stages. Tolerance to drought in cotton involves a suite of physiological responses, including maintenance of relative water content, leaf water potential, stomatal conductance, and osmotic adjustment. Biochemically, the scavenging of reactive oxygen species (ROS) through antioxidant enzymes and the activation of stress-responsive phytohormones such as abscisic acid play vital roles in plant survival.	484	list	0.820	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Tolerance to drought in cotton involves a suite of physiological responses, including maintenance of relative water content, leaf water potential, stomatal conductance, and osmotic adjustment.
What aspects of plant functioning are impacted by drought?	morphological, physiological, biochemical, and molecular levels	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels. In the face of increasing climate variability, plants exhibit diverse growth and reproductive responses to water scarcity. Cotton, a globally significant fibre crop with substantial economic value, is particularly vulnerable to drought during key developmental stages. Tolerance to drought in cotton involves a suite of physiological responses, including maintenance of relative water content, leaf water potential, stomatal conductance, and osmotic adjustment. Biochemically, the scavenging of reactive oxygen species (ROS) through antioxidant enzymes and the activation of stress-responsive phytohormones such as abscisic acid play vital roles in plant survival.	64	list	0.820	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels.	p[0]	0.700	valid
Which biochemical mechanisms play a vital role in cotton's survival during drought?	the scavenging of reactive oxygen species (ROS) through antioxidant enzymes and the activation of stress-responsive phytohormones such as abscisic acid	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels. In the face of increasing climate variability, plants exhibit diverse growth and reproductive responses to water scarcity. Cotton, a globally significant fibre crop with substantial economic value, is particularly vulnerable to drought during key developmental stages. Tolerance to drought in cotton involves a suite of physiological responses, including maintenance of relative water content, leaf water potential, stomatal conductance, and osmotic adjustment. Biochemically, the scavenging of reactive oxygen species (ROS) through antioxidant enzymes and the activation of stress-responsive phytohormones such as abscisic acid play vital roles in plant survival.	606	list	0.820	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Biochemically, the scavenging of reactive oxygen species (ROS) through antioxidant enzymes and the activation of stress-responsive phytohormones such as abscisic acid play vital roles in plant survival.
Which organizations are responsible for indexing The Indian Journal of Agricultural Sciences?	Elsevier Scopus, Clarivate Analytics ESCI, DOAJ	This work is licensed under aCreative Commons Attribution-NonCommercial-ShareAlike 4. International License. The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information. The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0. Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4.	727	list	0.820	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4.
What are the print and online ISSN numbers for The Indian Journal of Agricultural Sciences?	Print ISSN:0019-5022Online ISSN:2394-3319	This work is licensed under aCreative Commons Attribution-NonCommercial-ShareAlike 4. International License. The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information. The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0. Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4.	621	list	0.740	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0.
What organization holds the copyright for articles published in The Indian Journal of Agricultural Sciences?	Indian Council of Agricultural Research	This work is licensed under aCreative Commons Attribution-NonCommercial-ShareAlike 4. International License. The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information. The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0. Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4.	213	factual	0.570	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information.

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desidata (pip)

# One-time install: pip install desidata
# Set DD_TOKEN in your environment first (create a free token in Profile & settings).
import desidata

df = desidata.load("epubs-icar-org-in-aea4e51cc0281a5a537f64f84dd94410")
df.head()

Preview

First 10 of 14 rows

Sample rows from An outlook on mechanisms inciting drought tolerance in cotton (Gossypium hirsutum) | The Indian Journal of Agricultural Sciences - Question and Answer Dataset
question	answer	context	answer_start	question_type	knowledge_quality_score	source_document	source_quote	source_location	confidence	validation_status
What is Drought?	a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels. In the face of increasing climate variability, plants exhibit diverse growth and reproductive responses to water scarcity.	11	definition	0.980	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels.	p[0]	0.850	valid
Under what conditions can material from The Indian Journal of Agricultural Sciences be used?	provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR	This work is licensed under aCreative Commons Attribution-NonCommercial-ShareAlike 4. International License. The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information. The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0. Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4.	474	relationship	0.970	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR.
What is the potential impact of overexpressing GhWRKY6 in cotton?	may induce ROS-mediated oxidative damage	At the molecular level, drought tolerance is enhanced by the upregulation of genes such asGhSP1, GhFTL1, GhEXLB2,andGhGLK1, alongside the downregulation ofMAPKKKgenes. overexpression ofGhWRKY6may induce ROS-mediated oxidative damage. Emerging studies highlight the importance of transcription factors likeGhirNAC2and the regulatory influence of miR394a/b onGhD01G0229under drought stress. Mapping and functional characterization of these genes, transcription factors, and miRNAs provide valuable insights into the genetic architecture of drought tolerance and offer potential targets for crop improvement. This review explores the integrated physiological, biochemical, and molecular mechanisms that confer drought resilience in cotton	192	relationship	0.970	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	overexpression ofGhWRKY6may induce ROS-mediated oxidative damage.	p[0]	0.700	valid
What does the mapping and functional characterization of genes, transcription factors, and miRNAs in cotton reveal?	valuable insights into the genetic architecture of drought tolerance	At the molecular level, drought tolerance is enhanced by the upregulation of genes such asGhSP1, GhFTL1, GhEXLB2,andGhGLK1, alongside the downregulation ofMAPKKKgenes. overexpression ofGhWRKY6may induce ROS-mediated oxidative damage. Emerging studies highlight the importance of transcription factors likeGhirNAC2and the regulatory influence of miR394a/b onGhD01G0229under drought stress. Mapping and functional characterization of these genes, transcription factors, and miRNAs provide valuable insights into the genetic architecture of drought tolerance and offer potential targets for crop improvement. This review explores the integrated physiological, biochemical, and molecular mechanisms that confer drought resilience in cotton	487	summary	0.970	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Mapping and functional characterization of these genes, transcription factors, and miRNAs provide valuable insights into the genetic architecture of drought tolerance and offer potential targets for crop improvement.	p[0]
What are the key physiological mechanisms that help cotton tolerate drought?	maintenance of relative water content, leaf water potential, stomatal conductance, and osmotic adjustment	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels. In the face of increasing climate variability, plants exhibit diverse growth and reproductive responses to water scarcity. Cotton, a globally significant fibre crop with substantial economic value, is particularly vulnerable to drought during key developmental stages. Tolerance to drought in cotton involves a suite of physiological responses, including maintenance of relative water content, leaf water potential, stomatal conductance, and osmotic adjustment. Biochemically, the scavenging of reactive oxygen species (ROS) through antioxidant enzymes and the activation of stress-responsive phytohormones such as abscisic acid play vital roles in plant survival.	484	list	0.820	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Tolerance to drought in cotton involves a suite of physiological responses, including maintenance of relative water content, leaf water potential, stomatal conductance, and osmotic adjustment.
What aspects of plant functioning are impacted by drought?	morphological, physiological, biochemical, and molecular levels	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels. In the face of increasing climate variability, plants exhibit diverse growth and reproductive responses to water scarcity. Cotton, a globally significant fibre crop with substantial economic value, is particularly vulnerable to drought during key developmental stages. Tolerance to drought in cotton involves a suite of physiological responses, including maintenance of relative water content, leaf water potential, stomatal conductance, and osmotic adjustment. Biochemically, the scavenging of reactive oxygen species (ROS) through antioxidant enzymes and the activation of stress-responsive phytohormones such as abscisic acid play vital roles in plant survival.	64	list	0.820	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels.	p[0]	0.700	valid
Which biochemical mechanisms play a vital role in cotton's survival during drought?	the scavenging of reactive oxygen species (ROS) through antioxidant enzymes and the activation of stress-responsive phytohormones such as abscisic acid	Drought is a multifaceted abiotic stress that affects plants at morphological, physiological, biochemical, and molecular levels. In the face of increasing climate variability, plants exhibit diverse growth and reproductive responses to water scarcity. Cotton, a globally significant fibre crop with substantial economic value, is particularly vulnerable to drought during key developmental stages. Tolerance to drought in cotton involves a suite of physiological responses, including maintenance of relative water content, leaf water potential, stomatal conductance, and osmotic adjustment. Biochemically, the scavenging of reactive oxygen species (ROS) through antioxidant enzymes and the activation of stress-responsive phytohormones such as abscisic acid play vital roles in plant survival.	606	list	0.820	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Biochemically, the scavenging of reactive oxygen species (ROS) through antioxidant enzymes and the activation of stress-responsive phytohormones such as abscisic acid play vital roles in plant survival.
Which organizations are responsible for indexing The Indian Journal of Agricultural Sciences?	Elsevier Scopus, Clarivate Analytics ESCI, DOAJ	This work is licensed under aCreative Commons Attribution-NonCommercial-ShareAlike 4. International License. The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information. The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0. Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4.	727	list	0.820	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4.
What are the print and online ISSN numbers for The Indian Journal of Agricultural Sciences?	Print ISSN:0019-5022Online ISSN:2394-3319	This work is licensed under aCreative Commons Attribution-NonCommercial-ShareAlike 4. International License. The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information. The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0. Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4.	621	list	0.740	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0.
What organization holds the copyright for articles published in The Indian Journal of Agricultural Sciences?	Indian Council of Agricultural Research	This work is licensed under aCreative Commons Attribution-NonCommercial-ShareAlike 4. International License. The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information. The Council has no objection to using the material, provided the information is not being utilized for commercial purposes and wherever the information is being used, proper credit is given to ICAR. Print ISSN:0019-5022Online ISSN:2394-3319NAAS Rating (2026):6.7WoS Impact Factor (June 2026):0. Indexedin Elsevier Scopus, Clarivate Analytics ESCI, DOAJ.Plagiarism checkby iThenticate.The work is licensed underAttribution-NonCommercial-NoDerivatives 4.	213	factual	0.570	https://epubs.icar.org.in/index.php/IJAgS/article/view/157245	The copyright of the articles published inThe Indian Journal of Agricultural Sciencesis vested with the Indian Council of Agricultural Research, which reserves the right to enter into any agreement with any organization in India or abroad, for reprography, photocopying, storage and dissemination of information.

Read straight from the file — download or use the API URL for the full dataset.

An outlook on mechanisms inciting drought tolerance in cotton (Gossypium hirsutum) | The Indian Journal of Agricultural Sciences - Question and Answer Dataset

About this dataset

Mechanisms of drought tolerance in cotton: A Q&A dataset

Preview

Use this dataset

Details

Preview