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Effect of different fixation pretreatments on the drying browning of Rhubarb(Rheum rhabarbarum L.)based on SHapley Additive exPlanations
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作者 xinyu ying Xiaopeng Huang +6 位作者 Fangxin Wan Tongxun Wang Guojun Ma Xiaoping Yang Yanrui Xu Zepeng Zang Bowen Wu 《Food Bioscience》 2025年第7期2462-2473,共12页
Color has emerged as a pivotal factor influencing consumer purchasing decisions in the dried herbal medicine market.To address the issue of significant discoloration of Rhubarb(Rheum rhabarbarum L.)during the drying p... Color has emerged as a pivotal factor influencing consumer purchasing decisions in the dried herbal medicine market.To address the issue of significant discoloration of Rhubarb(Rheum rhabarbarum L.)during the drying process,this study investigates the effects of microwave fixation(MF)and hot-air fixation(HAF)pretreatment methods on the drying characteristics and quality of Rhubarb by ultrasonic synergistic vacuum far-infrared drying(U-VFID),with a primary focus on its color attributes.The results indicate that fixation pretreatment significantly enhances both drying efficiency and product quality,particularly in terms of color retention.Compared to unpretreated Rhubarb,the best comprehensive drying effect was achieved with MF treatment at 60℃for 7 min,which resulted in a 441.18%increase in rhein content,a 58.57%reduction in drying time,and a 48.38%decrease in theΔE value.Furthermore,correlation analysis,and the eXtreme Gradient Boosting(XGBoost)algorithm combined with SHapley Additive exPlanations(SHAP)model,revealed that the color of Rhubarb subjected to various fixation pretreatments in conjunction with U-VFID is primarily influenced by sennoside A content,total phenolic content(TPC),and drying time.This study offers a scientific foundation and theoretical insights for optimizing the quality of dried medicinal plant products and introduces innovative approaches for post-harvest industrial pretreatment of rhizomatous medicinal plants. 展开更多
关键词 Color Hot-air fixation Microwave fixation SHAP(SHapley additive exPlanations) Rhubarb slices
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