An ensembled method for predicting dissolved oxygen level in aquaculture environment

Dachun Feng, Qianyu Han, Longqin Xu, Ferdous Sohel, Shahbaz Gul Hassan, Shuangyin Liu

Abstract: Highlights•We present a method for predicting dissolved oxygen levels in aquaculture.•Support vector regressor is used with denoising and parameter optimization.•A dataset was collected using IoT sensors in a commercial aquaculture.•Thorough experimental results demonstrate high performance of the proposed method.