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7 Protocols for Field Phenotyping That You Can Automate

7 Protocols for Field Phenotyping That You Can Automate

June 18, 2026 at 5:15 pm | Updated June 18, 2026 at 5:15 pm | 12 min read

Field phenotyping has always required a balance between precision and practicality. Researchers want high resolution data, but they also need workflows that hold up under real field conditions. That is where automated field phenotyping becomes essential. By integrating portable, purpose-built tools into your protocol, you can standardize measurements, reduce user bias, and collect more data… Continue reading…

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Additional reading

What Are Root Adaptations and How Do Plants Survive Extreme Ecosystems?

Root traits in plants exhibit spatial and temporal adaptations to survive in the unique combination of conditions found in various natural ecosystems. Root system’s architecture, rooting depth, biomass, and root-to-shoot ratio are the traits that have been most often monitored across ecosystems. Root systems differ in their responses to nutrient and water availability and to… Continue reading…

ci-202 vs Apps leaf area meter comparison
ci-202 vs Apps leaf area meter comparison

CI‑202 vs CI‑203: Which Leaf Area Meter Fits Your Field Work?

Choosing the right leaf area meter can make or break the efficiency of your plant research. For field scientists, agronomists, and ecologists, CID Bio-Science’s CI-202 Portable Laser Leaf Area Meter and CI-203 Handheld Laser Leaf Area Meter both deliver accurate, non-destructive measurements of leaf area, shape, and morphology. But which tool best suits your work… Continue reading…

Root Structure and Function Gradients in Salt Marshes

Salt marshes are unique ecosystems characterized by micro-heterogeneity in elevation, soil, tidal inundation, salinity, and oxygen availability. In these extreme conditions, plants are adapted to each zone, so root traits also vary. Root biomass, density, tissue type, and size of roots are adapted for each of the three prominent zones in salt marshes. Salt marshes… Continue reading…

What Is Crop Coefficient and Is It Essential for Irrigation Efficiency?

To optimize irrigation without excessive water use, the actual water lost through crop evapotranspiration is replaced during watering. The crop coefficient provides information based on crop characteristics that can be used in models for indirect estimation of actual crop evapotranspiration. Crop coefficients are specific for crops, cultivars, regions, local climate, soil, and agricultural management practices.… Continue reading…

What Is Root System Architecture and Why Is It Vital for Growth?

The root system architecture (RSA) is dynamic and can change due to age, environmental conditions, and nutrient status within a species or plant. RSA plays a significant role in the underground basic plant functioning of anchorage and foraging for nutrients and water. RSA changes to respond to abiotic stresses in soil, like temperature, drought, salinity,… Continue reading…

What is Root Architecture?

The root system architecture is defined using root morphological, topological, and geometric parameters. Two classification systems developed by Yen et al. (1987) and Fitter et al. (1991) are widely used. Several other classifications for root architecture also exist. Root system forms vary between and within species and are based on the plant’s soil conditions at… Continue reading…