基于无人机遥感的作物产量估测研究进展OA
Research Progress on Crop Yield Estimation Based on UAV Remote Sensing
产量估测是作物生长监测的主要任务之一.与传统产量估测方法相比,无人机遥感具有分辨率高、灵活性强、成本低、响应速度快等优势,为精准农业领域的发展提供了重要的技术支持.本文首先简要介绍了无人机遥感技术在作物产量估测中的应用背景,概述了当前广泛应用于农业生产上的无人机遥感平台与传感器;其次,围绕无人机遥感产量估测过程中的特征提取和模型算法开发两个方面,重点阐述了无人机遥感技术在作物产量估测中的应用;最后,讨论了无人机遥感技术在作物产量估测中存在的问题,并对未来的研究方向进行了展望,旨在为后续无人机遥感技术在作物产量估测中的应用研究提供参考.
Yield estimation is one of the main tasks of crop growth monitoring.Compared with traditional yield estimation methods,unmanned aerial vehicle(UAV)remote sensing has advantages such as high resolution,strong flexibility,low cost and rapid response,providing important technical support for the development of precision agriculture.Firstly,this paper briefly introduced the application background of UAV remote sensing technology in crop yield estimation,and outlined the UAV remote sensing platforms and sensors that were currently widely used in agricultural production.Secondly,focusing on feature extraction and model algorithm development in the process of UAV remote sensing yield estimation,this paper elaborated the application of UAV remote sensing technology in crop yield estimation.Finally,the problems existing in the application of UAV remote sensing technology in crop yield estimation were discussed,and future research directions were prospected,so as to provide references for the subsequent research on the application of UAV remote sensing technology in crop yield estimation.
董泽;王思远;马文莹;孙成明
江苏省作物遗传生理国家级重点实验室培育建设点(扬州大学),江苏 扬州 225009||江苏省粮食作物现代产业技术协同创新中心(扬州大学),江苏 扬州 225009||扬州大学智慧农业研究院,江苏 扬州 225009江苏省作物遗传生理国家级重点实验室培育建设点(扬州大学),江苏 扬州 225009||江苏省粮食作物现代产业技术协同创新中心(扬州大学),江苏 扬州 225009||扬州大学智慧农业研究院,江苏 扬州 225009江苏省作物遗传生理国家级重点实验室培育建设点(扬州大学),江苏 扬州 225009||江苏省粮食作物现代产业技术协同创新中心(扬州大学),江苏 扬州 225009||扬州大学智慧农业研究院,江苏 扬州 225009江苏省作物遗传生理国家级重点实验室培育建设点(扬州大学),江苏 扬州 225009||江苏省粮食作物现代产业技术协同创新中心(扬州大学),江苏 扬州 225009||扬州大学智慧农业研究院,江苏 扬州 225009
无人机遥感特征参数产量估测研究进展
UAVremote sensingcharacteristic parameteryield estimationresearch progress
《现代农业科技》 2026 (16)
9-13,5
江苏省生物育种钟山实验室项目(ZSBBL-KY2023-05)江苏省重点研发计划(现代农业)项目(BE2022335).
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