Claim · model-written summary
Predicted seasonal aquatic weed biomass yield ranged from 0.70 to 1.18 kg per square meter, with spatial and temporal variability.
Verbatim
e0“Seasonal biomass yield predictions ranged from 0.70 kg to 1.18 kg per square meter, highlighting significant spatial and temporal variability.”
t0“Aquatic Weed”
Title
Fabian Banda; Leonard Simukoko; Mulenga Kalumba; et al. Advances in Environmental and Engineering Research 2025. doi:10.21926/aeer.2502020
Other claims from this paper (4)
- Method / resource Gradient Boosted Regression Trees performed best for aquatic weed yield prediction, with R2 0.63.
- Method / resource The best model had mean absolute error of 0.08.
- Method / resource The best model had root mean square error of 0.29.
- Observation Vegetation indices, climate and topography were key predictive variables for aquatic weed yield.