Enhanced climate change resilience on wheat anther morphology using optimized deep learning techniques.

ABSTRACT: Wheat commands attention due to its significant impact on culture, nutrition, the economy, and the guarantee of food security. The anticipated rise in temperatures resulting from climate change is a key factor contributing to food insecurity, as it markedly reduces wheat harvests. Terminal heat stress mostly affects spike fertility in wheat, specifically influencing pollen fertility and anther morphology. This research especially focuses on the shape of anthers and examines the effects of heat stress. The DinoLite Microscope's high-resolution images are used to measure the length and width of wheat anthers. By using object identification techniques, the research accurately measures the length and width of each anther in images, offering valuable insights into the differences between variou

SUBMITTER: Zahir A 

PROVIDER: S-EPMC11489760 | biostudies-literature | 2024 Oct

REPOSITORIES: biostudies-literature