Unravelling the mystery of abiotic stress-induced oxidative stress and phytohormonal response mechanism to AI-driven precision Agriculture in crops: A review

Plants are inevitably subjected to diverse abiotic stresses due to their sessile nature and consequently evolved robust adaptive mechanisms to endure the abiotic stresses. The abiotic stressors impair average yields by more than 50% in the world. The abiotic stresses including drought, salinity, high temperatures, and cold that limit growth distribution of plants and output by stifling the plant's genetic potential. This study discusses new insights into stress signal through sensors from the outside of the plant system, which trigger a signalling cascade and activate nuclear transcription factors to express the particular gene sets during signalling pathways. Moreover, phytohormone mediates the abiotic stress-responsive pathways and regulates other cell wall repair mechanisms, root hair formation, ionic homeostasis, chlorophyll contents and leaf morphology. This whole network ultimately promotes the tolerance mechanism at physiological, biochemical and molecular underpinnings of plant responses caused by abiotic stresses in crops. This review concludes that ongoing advancements in ML and DL present significant opportunities to enhance agricultural productivity, sustainability and explores the innovative imaging approaches to provide comprehensive insights into abiotic resistance mechanism at agricultural zone. This agricultural zone can transition toward more efficient, environmentally sustainable, and economically viable practices, contributing to global food security and environmental preservation. • Abiotic stresses trigger oxidative damage and complex plant signalling networks. • Phytohormones regulate plant tolerance via integrated molecular pathways. • Plants respond to abiotic stresses through, molecular, and genetic mechanisms. • AI-driven precision agriculture enhances stress detection and crop resilience.

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Publication Details

Journal
Industrial Crops and Products
Published
2026-05-01
DOI
https://doi.org/10.1016/j.indcrop.2026.123381
Primary Topic
Plant Molecular Biology Research
Type
article
Field-Weighted Citation Impact
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article

Unravelling the mystery of abiotic stress-induced oxidative stress and phytohormonal response mechanism to AI-driven precision Agriculture in crops: A review

Muhammad Aamir Manzoor, Muhammad Khalid Hameed, Iftikhar Hussain Shah, Muhammad Sanaullah Malik et al.
Industrial Crops and Products
Plant Molecular Biology Research
article

Unravelling the mystery of abiotic stress-induced oxidative stress and phytohormonal response mechanism to AI-driven precision Agriculture in crops: A review

Muhammad Aamir Manzoor, Muhammad Khalid Hameed, Iftikhar Hussain Shah, Muhammad Sanaullah Malik, Jie Chen, Zhou Shen, Weihang Zhang, Liying Chang, Asad Rehman, Chunyan Zhu
article en

Abstract

Plants are inevitably subjected to diverse abiotic stresses due to their sessile nature and consequently evolved robust adaptive mechanisms to endure the abiotic stresses. The abiotic stressors impair average yields by more than 50% in the world. The abiotic stresses including drought, salinity, high temperatures, and cold that limit growth distribution of plants and output by stifling the plant's genetic potential. This study discusses new insights into stress signal through sensors from the outside of the plant system, which trigger a signalling cascade and activate nuclear transcription factors to express the particular gene sets during signalling pathways. Moreover, phytohormone mediates the abiotic stress-responsive pathways and regulates other cell wall repair mechanisms, root hair formation, ionic homeostasis, chlorophyll contents and leaf morphology. This whole network ultimately promotes the tolerance mechanism at physiological, biochemical and molecular underpinnings of plant responses caused by abiotic stresses in crops. This review concludes that ongoing advancements in ML and DL present significant opportunities to enhance agricultural productivity, sustainability and explores the innovative imaging approaches to provide comprehensive insights into abiotic resistance mechanism at agricultural zone. This agricultural zone can transition toward more efficient, environmentally sustainable, and economically viable practices, contributing to global food security and environmental preservation. • Abiotic stresses trigger oxidative damage and complex plant signalling networks. • Phytohormones regulate plant tolerance via integrated molecular pathways. • Plants respond to abiotic stresses through, molecular, and genetic mechanisms. • AI-driven precision agriculture enhances stress detection and crop resilience.

Industrial Crops and ProductsVol. 246
Shanghai Jiao Tong University (CN), Beijing Agricultural Machinery Research Institute (CN), Shanghai Academy of Agricultural Sciences (CN), Institute of Agricultural Machinery (JP)
Zero hunger
Openalex Percentile: Top 7%
Plant Molecular Biology Research
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