Tag: Phenomics

High-throughput plant phenotyping is growing rapidly and enables the collection of dozens or hundreds of traits of the same plant genotype efficiently. The development of this technology expands the diversity of plant phenotypes and brings an opportunity for reexamining the connections between genotype…

The development of deep learning brings opportunities to train computers to solve complex questions. Self-driving vehicles are classic examples of an application of deep learning in the real world. However, the large amounts of data that are required for building accurate models and avoiding overfitting…

It’s January, which seems to be a month of weather extremes for many “temperate” parts of the globe. Here’s an excellent collection to curl up with as you try to stay warm or cool and out of the elements. The issue includes free-to-access reviews focused on using genomic data (e.g., genome-wide…

Phenotypic plasticity, or the ability to change in response to the environment, is one of the most characteristic (and to me, endearing) qualities of plants. As Arnold et al. observe, it is also one of the most important in terms of future climate change; phenotypic plasticity will mean the difference…

Transforming Pixels to Millimeters: Geometric Camera Calibration Recorded November 29, 2018   About This Webinar  The affordability and ubiquity of cameras have led to their increasing use in many disciplines. In plant phenomics, it is common to see experimental data based on image-derived…

Understanding the processes contributing to plant productivity will help to secure food production in the future. Larry York proposes how this can be achieved using functional phenomics. First the ideotype needs to be constructed; the ideotype is a set of phene states that are hypothesized to enhance…

Maximizing and improving biomass productivity is essential for grower profitability, to protect natural resources, and to meet global population needs. Unfortunately, assessing biomass usually requires destructive sampling which delays the process for breeding high biomass germplasm. Remote sensing is…

The Future of Phenomics Enabled Biology: Key Takeaways from Phenome 2018 Recorded March 2018  About This Webinar: In this webinar, Carolyn Lawrence-Dill and Joshua Peschel, members of the Phenome 2018 Organizing Committee, discuss the key takeaways from the February 2018 conference held in Tucson,…