开发一个强大的传感器校准商业上市的上升平面仪,以估计温带半自然牧场的草地质量
Jessica Werner1, Khaterine Salazar-Cubillas2, Sari Perdana-Decker1
1Animal Nutrition and Rangeland Management in the Tropics and Subtropics, Institute of Agricultural Sciences in the Tropics, University of Hohenheim, Fruwirthstr. 31, 70599 Stuttgart, Germany.
Sensors (Basel, Switzerland)
|April 13, 2024
概括
一个新的平面度升高的方程改善了草地草地质量的估计. 这个工具有助于准确测量料可用性,以更好地管理牧场.
科学领域:
- 农业科学 农业科学
- 农业学是一种农业学.
- 牧场管理 牧场管理
背景情况:
- 在爱尔兰和新西兰,上升平面计是密集牧场管理的重要工具.
- 具有微声传感器的商业上升平面计需要准确的方程来可靠地估计草地质量.
研究的目的:
- 为了验证基于微声传感器的上升平面仪的现有方程.
- 确定影响草地质量估计准确性和精度的因素.
- 开发一种新的,改进的方程,用于异质剑.
主要方法:
- 从奶牛农场收集了1511个牧场测量的数据集.
- 压缩的剑高度是用升高的平面计来测量的.
- 为了参考,收获了草质量,并进行了统计分析 (RMSE,平均偏差).
主要成果:
- 原来的平面仪方程对于估计草质量的充分性很低.
- 使用多重回归模型开发了一个新的方程.
- 新方程实现了低平均偏差 (201公斤DM/ha) 和RMSE (34.6%),极端处略有高估/低估.
结论:
- 原始方程不足以准确估计草地质量.
- 一个新开发的方程显著提高了基于微声传感器的上升平坦度计的准确性和精度.
- 这种改进的工具有助于可靠地评估牧场上可用的草量.
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