An Adaptive Kernel Smoothing Method for Classifying Austrosimulium tillyardianum (Diptera: Simuliidae) Larval Instars

Yu, Yonghao; Zeng, Xianru; Long, Xiuzhen; Wei, Dewei; Gao, Xuyuan; Zeng, Tao; SCI

机构： Guangxi Acad Agr Sci, Guangxi Key Lab Biol Crop Dis & Insect Pests, Inst Plant Protect, Nanning 530007, Peoples R China;

来源：JOURNAL OF INSECT SCIENCE年份：2015

关键词： Austrosimulium tillyardianum instar determination method adaptive kernel smoothing estimation bandwidth selection