Performance comparison of eight models (S1).

Performance comparison of eight models (S1).

<div><p>Too low a concentration of dissolved oxygen (DO) in a river can disrupt the ecological balance, while too high a concentration may lead to eutrophication of the water body and threaten the health of the aquatic environment. Therefore, accurate prediction of DO concentration is cr...

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Bibliographic Details
Main Author: Yubo Zhao (3873457) (author)
Other Authors: Mo Chen (299059) (author)
Published: 2025
Subjects:
Ecology
Inorganic Chemistry
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
wi evaluation metrics
three different locations
next 15 days
four principal components
extreme gradient boosting
discrete wavelet transform
water resource protection
meteorological principal components
concentration may lead
water quality features
river dissolved oxygen
optimized xgboost model
dissolved oxygen
water body
meteorological data
xlink ">
xgboost ).
source data
results showed
noise removal
model significantly
model outperformed
innovatively improved
ecological balance
comprehensively assessed
aquatic environment
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