Assessing the spatiotemporal variability of lake water quality using A novel multidimensional shape – Position similarity cloud model

•Effectively overcome the uncertainty of the lake water quality evaluation process.•Similarity of shape and position between sample clouds and level clouds are quantified.•A MSPSCM method is proposed to accurately reflect the actual situation of lake water quality.