对LiDAR在精准农业作物管理中的应用进行全面审查
Sheikh Muhammad Farhan1, Jianjun Yin1, Zhijian Chen1
1School of Agricultural Engineering, Jiangsu University, Zhenjiang 212013, China.
Sensors (Basel, Switzerland)
|August 29, 2024
概括
光探测和测距 (LiDAR) 为精准农业提供了显著的优势,增强了作物管理,产量估计和资源优化. 这项技术有助于疾病检测,土壤分析和可持续农业的自主收获.
科学领域:
- 农业工程 农业工程
- 遥感 遥感 遥感 遥感
- 农业学是一种农业学.
背景情况:
- 精准农业需要先进的技术来有效地管理作物和增加产量.
- 光探测和测距 (LiDAR) 正在成为现代农业的关键技术.
- 现有的作物监测和管理方法需要优化生产力和可持续性.
研究的目的:
- 对精准农业中的光检测和测距 (LiDAR) 应用进行广泛的审查.
- 强调LiDAR在作物种植,土壤管理和收获过程中的作用.
- 确定农业LiDAR技术的未来趋势,挑战和研究缺口.
主要方法:
- 在农业环境中对LiDAR系统 (空载,地面,移动) 进行全面的文献综述.
- 分析LiDAR在作物生长估计,疾病检测,杂草控制和植物健康评估中的实用性.
- 检查LiDAR在土壤绘图,湿度测量,营养分析和自主收获方面的应用.
主要成果:
- 激光雷达有效地支持作物生长和产量估计,疾病检测和植物健康评估.
- 立达可以进行详细的土壤绘图,湿度和营养水平评估,以优化管理.
- 激光雷达对自主收获系统,收获后质量评估和产量预测具有重要作用.
结论:
- 激光雷达技术为提高农业生产率和优化资源利用提供了巨大的好处.
- 通过精确的疾病和农药管理,LiDAR有助于减少环境影响.
- 进一步的研究和开发对于充分利用LiDAR在推进精密农业方面的潜力至关重要.
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