面向智慧农场建设的大田农业数字技术集成与应用模式研究

中图分类号：S5-3 文献标志码：A 文章编号：2096-9902（2025）16-0001-06

Abstract：Withthedeepeningofsmartagriculture，DatianAgricultureurgentlyneedstotransform from traditional experience-basedmanagementtodata-drivenandinteligentdecision-making.Thispapersystematicallytracestheintegrated applicationpathofdigitaltechnologyinfieldagriculture，focusesonkeylinkssuchascropgrowthmonitoring，disasterdamage identification，yieldpredictionandinteligentschedulingofagriculturalmachinery，andproposesadigitalagriculturesystem architecture forsmartfarmconstruction.Theresearchsummarizesthecollaborativemechanismofremotesensing，cropmodeling， schedulingalgorithmsandplatformlinkage，andcariesoutdeploymentpracticesintypicalareastoverifyitsoperabilityand promotionvalue.Combinedwiththecommonproblemsexposed inpracticalapplications，thispaperproposesmulti-dimensional promotionstrategiesincludingstandardsystemconstruction，servicemechanismoptimization，talentsupportandpolicyguidance， providingreplicabletechnicalpathsanddecision-makingreferenceforthedevelopmentofsmartfarmsandagricultural modernization in China.

Keywords：smart farm; field agriculture; digital agriculture;crop model; agricultural machinery scheduling

随着新一轮科技革命和产业变革的深人发展，数字技术正在加速与农业农村各领域深度融合，智慧农业成为推动我国农业现代化转型升级的重要路径之一。（剩余10578字）