枇杷蜜源植物分布的无人机评估方法
The evaluation of loquat planting area using unmanned aerial vehicle
许思嘉 1王朝丽 1何娟 1孙逸飞 2方小明 2黄家兴2
作者信息
- 1. 杭州市临平区农业农村局,杭州市临平区农业技术推广中心,临平 311100
- 2. 中国农业科学院蜜蜂研究所,资源昆虫高效养殖与利用全国重点实验室,农业农村部授粉昆虫生物学重点实验室,北京 100093
- 折叠
摘要
本文探讨了浙江省临平区人工种植枇杷面积的无人机评估方法及其重要意义.枇杷作为冬季主要的蜜源植物和重要的经济作物,在当地具有显著的经济价值、社会价值和生态价值.利用地面实地调查结合无人机遥感技术的地空一体调查方法可以对临平区枇杷种植面积进行全面评估,再通过深度学习技术处理遥感影像数据,精确分析枇杷的分布情况和种植面积,可以为地方政府决策提供科学依据,促进枇杷产业的可持续发展和乡村经济的振兴.
Abstract
This paper investigates the UAV evaluation method for the artificially planted loquat area in Linping District,Zhejiang Province,and its significance was discussed.As a primary winter pollination source and essential economic crop,loquat holds significant economic value,social value,and ecological value.Utilizing an integrated approach of ground-based field surveys and UAV remote sensing technology,a comprehensive assessment of the loquat plantation area in Linping District could be conducted.Moreover,through the application of deep learning techniques to process remote sensing imagery data,the distribution and cultivation area of loquats could be accurately evaluated.This study provides a scientific basis for local government decision-making,facilitating the sustainable development of the loquat industry and the revitalization of rural economies.
关键词
枇杷/面积评估/无人机遥感/深度学习Key words
loquat/area assessment/remote sensing/deep learning引用本文复制引用
基金项目
杭州市农业农村局市院合作项目(杭州市临平区农业农村局实施)(杭农[2021]58号)
出版年
2024
国家科技期刊平台
NSTL
万方数据