Xiao-Jing Liu

Geometry-informed temperature band screening for crop microclimate management in a commercial tomato greenhouse

Commercial greenhouses require temperature strategies that coordinate natural ventilation and screens with supplementary heating while maintaining a suitable crop environment. We evaluated a low input framework that combines a spectral geometry descriptor, one hour autoregressive prediction with exogenous inputs (ARX),...