γπLatest accepted articleγ
Integrating Automated Detection and Segmentation for Quantitative Analysis of #Stomata and #PavementCells using StomataQuant
#MicroscopyImageAnalysis | #AppliedDeepLearning | #AutomatedSegmentation
γπLatest accepted articleγ
Integrating Automated Detection and Segmentation for Quantitative Analysis of #Stomata and #PavementCells using StomataQuant
#MicroscopyImageAnalysis | #AppliedDeepLearning | #AutomatedSegmentation
Are smaller stomata faster in reacting to environmental changes such as light, CO2, atmospheric humidity, temperature ? I have participated with our data in a group publication where we take a closer look at the "Speedy small stomata" paradigm.
Using data from over 80 plant species, we found only weak correlations between stomatal size and maximum stomatal closing or opening speeds as well as response times.
Instead, stomatal speed appears to be context-dependent, shaped by species-specific traits, stomatal type and broader anatomical and physiological features.
These findings support a trait-based approach to assessing stomatal kinetics, which has implications for understanding #EcosystemFunctioning under #ClimateChange and #CropBreeding for higher #WaterUseEfficiency and #photosynthesis.
Woning et al. Revisiting the relationship between stomatal size and speed across species β a meta-analysis
https://doi.org/10.1111%2Fnph.70842
#AcademicChatter #BioDiversity #ClimateChange #PlantPhysiology
#Stomata
π Together, these results point to light as the key environmental cue shaping stomatal patterning, helping refine how we understand leaf development and plant responses to changing environments. (8/8)
#PlantScience #PlantPhysiology #Stomata #Photosynthesis #Botany

AbstractBackground and Aims. Stomata are pores in the plant epidermis that regulate gas exchange by controlling CO2 uptake and water loss through transpira
π Great news! The paper βCarbon dioxide or photosynthetically active radiation? Evaluation of the significance of individual environmental factors that control leaf stomatal developmentβ in @AnnBot by Jan Pleva and co-authors is now #free for a limited time period π§΅(1/8)
#PlantScience #PlantPhysiology #Stomata #Photosynthesis #Botany
ππ¬ Integrating phenotyping and modelling approaches StomaGAN: improving image-based analysis of #stomata through generative adversarial networks
by Jonathon Gibbs & Alexandra Gibbs
https://doi.org/pjb9 #GAN #model