智慧农业时代背景下高校生物统计与实验设计课程教学改革研究

中图分类号：G642.3 文献标志码：A 文章编号：2096-9902（2026）01-0137-04

Abstract：ThisstudyreconstructsthecurrculumsystemofBiostatisticsandExperimentalDesignincollgesanduniversities basedotheOBEeducationalconcept：establishingthreemajorcapabitydimensions：basicstatistics，genomicanalysis（including GWAS/QTL techniques），andsmartagricultureexperimentaldesign，anddeplyintegratingresearchcasesofsoybeangenemining withInteretofThingsandAItechnologies.Theteachingcontentadoptsamodulararchitecture，relyingonavirtualsimulation platformandrealagriculturaldatasets （suchas32Osoybeangermplasmresources），andimplementsa"researchproject-riven" teachingmodel.Theefectivenessassssmentshowsthattheerrorrateofsudentsgenomcaalysiswillbereducedasaresul， therecognitionrateoftheirfieldexperimentdesignabilitybyemployerswillbegreatlyicreased，andtheirparticipationinSCI paperswillalsoise.Thisverfestheefectivenessoftecurrcuumrefomincultivatingcompoundtalentsforsmartagiculure.

Keywords： smart agriculture; teaching reform； genemining; biostatistics；experimental design

基于智慧农业时代需求，本研究聚焦高校生物统计与实验设计课程的教学改革。（剩余6357字）