- Tytuł:
- Chloroplast movement imaging under different light regimes with a hyperspectral camera
- Autorzy:
-
Hebda, Anna
Hermanowicz, Paweł
Łabuz, Justyna - Opis:
- Plants move chloroplasts in response to light, changing the optical properties of leaves. Low irradiance induces chloroplast accumulation, while high irradiance triggers chloroplast avoidance. Chloroplast movements may be monitored through changes in leaf transmittance and reflectance, typically in red light. We present a step-by-step procedure for the detection of chloroplast positioning using reflectance hyperspectral imaging in white light. We show how to employ machine learning methods to classify leaves according to the chloroplast positioning. The convolutional network is a method of choice for the analysis of the reflectance spectra, as it allows low levels of misclassification. As a complementary approach, we propose a vegetation index, called the Chloroplast Movement Index (CMI), which is sensitive to chloroplast positioning. Our method offers a high-throughput, contactless way of chloroplast movement detection.
- Dostawca treści:
- Repozytorium Uniwersytetu Jagiellońskiego
Artykuł