Aiming at the uneven distribution of haze concentration and color imbalance in haze weather images. a natural hazy image enhancement method which combines with multilayer fusion and chunk-based is proposed. Based on the atmospheric physical model. the detail and base layers of scene images can be extracted using multilayer decomposition and nonlinear mapping function. https://fitnessgravesyardes.shop/product-category/end-cap-beam/