Ziyi Liu

Nonlinear Cooling Effect of Street Green Space Morphology: Evidence from a Gradient Boosting Decision Tree and Explainable Machine Learning Approach

Ziyi Liu, Xinyao Ma, Lihui Hu et al. · Land · 2022 · 24 citations · Full text

Engineering, Machine Learning, Urban Heat Island +18

Evaluation of Biogas Performance and Process Stability from Food, Kitchen, and Fruit/Vegetable Waste by Mono-, Co-, and Tridigestion

Pengcheng Li, Ziyi Liu, Mingxing Zhao et al. · Energy & Fuels · 2020 · 22 citations

Biogas Performance, Engineering, Bioenergy +23

Optimal the ex-situ biogas biological upgrading to biomethane and its combined application with the anaerobic digestion stage

Qing Tang, Jin Xu, Ziyi Liu et al. · Energy Sources Part A Recovery Utilization and Environmental Effects · 2019 · 20 citations

Engineering, Bioenergy, Combined Application +20

Enhanced Methane Generation from Anaerobic Tridigestion of Organic Solid Wastes by Direct Interspecies Electron Transfer Stimulation

Pengcheng Li, Ziyi Liu, Mingxing Zhao et al. · ACS Sustainable Chemistry & Engineering · 2021 · 19 citations

Engineering, Bioenergy, Energy Conversion +18

Information in Streetscapes—Research on Visual Perception Information Quantity of Street Space Based on Information Entropy and Machine Learning

Ziyi Liu, Xinyao Ma, Lihui Hu et al. · ISPRS International Journal of Geo-Information · 2022 · 14 citations · Full text