Detection of reed using cnn method and analysis of the dry reed (phragmites australis) for a sustainable lake area.

ABSTRACT:

Background

Common reed (Phragmites australis L.) is a highly productive wetland plant and a possible valuable resource of renewable biomass worldwide. For a sustainable management the exploitation of reed is beneficial because the increasing demand for sustainable biomass which presents reed bed areas and wetlands. Knowing the properties of plant biomass obtained from reeds is essential both for the effect on combustion equipment and for the impact on the environment. Brates Lake, situated in Galati, Romania is a natural watershed with reed plantations.

Results

We used the convolutional neural network method combined with the cropped image techniques represent a powerful tool for high-precision image-based biomass detection in lake areas. The study aimed to investigate the m

SUBMITTER: Obreja CD 

PROVIDER: S-EPMC10290358 | biostudies-literature | 2023 Jun

REPOSITORIES: biostudies-literature