Measurement and evaluation method of farmland microtopography feature information based on 3D LiDAR and inertial measurement unit

样品(材料) 环境科学 耕作 遥感 样本量测定 点云 激光雷达 采样(信号处理) 表面粗糙度 土壤科学 计算机科学 统计 数学 人工智能 材料科学 地质学 计算机视觉 色谱法 生物 滤波器(信号处理) 化学 生态学 复合材料
作者
Guoyang Liu,Junfang Xia,Kan Zheng,Jian Cheng,Kaixuan Wang,Zhengyuan Liu,Yanyu Wei,Dingyang Xie
出处
期刊:Soil & Tillage Research [Elsevier BV]
卷期号:236: 105921-105921 被引量:1
标识
DOI:10.1016/j.still.2023.105921
摘要

Soil surface roughness (SSR) is an important indicator that characterizes the microtopography feature of farmland after tillage. It has a high practical value for sowing and seedling raising, farmland management, and drainage irrigation in agricultural production. The traditional method often is prone to damage the surface microstructure and results in low efficiency and accuracy. In this study, a new method was proposed to address the limitations of traditional measurement methods of SSR. The proposed measurement and evaluation method of farmland microtopography feature information based on 3D lidar and inertial measurement unit (IMU) could be used to quickly obtain the global point cloud map containing the height data of the test field. Taking three different tillage methods of farmland as the research object, the surface root mean square height (RMSH), correlation length (CL), and their ratio were selected as roughness parameters to explore the anisotropy of microtopography features in different directions. The measurement method was then used to study the effects of sampling processing methods (number, interval, and length) on the measurement accuracy in both OX and OY directions. The results indicate that under the same accuracy requirements, for the 2 × 2 m area, the farmland with different microtopography features needs to be processed with different sample numbers, sample intervals, and sample lengths. The optimal combination of sample parameters for Test field I is sample number of 50, sample interval of 120 mm, and sample interval of 1600 mm, and that in Test field II is sample number of 50, sample interval of 160 mm, and sample interval of 1800 mm. For Test field III, the optimal combination is sample number of 100, sample interval of 40 mm, and sample length of 1200 mm. The experimental results compared with the traditional method illustrate the high accuracy and good feasibility of the proposed method for measuring and evaluating the microtopography feature information of the farmland. The results of the study help to understand the microtopography features and its parameterization of the farmland after tillage, which could further reveal the role and significance of SSR parameters in objectively evaluating farmland tillage quality and optimizing farmland management.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
dd发布了新的文献求助10
刚刚
1秒前
1秒前
1秒前
心澄宇静完成签到,获得积分10
1秒前
Owen应助dg_fisher采纳,获得10
2秒前
2秒前
2秒前
pongpong发布了新的文献求助20
2秒前
科研通AI2S应助cocabella采纳,获得20
2秒前
3秒前
YY发布了新的文献求助10
3秒前
linxunxiazhi发布了新的文献求助10
3秒前
打打应助奋斗易真采纳,获得10
4秒前
4秒前
无情凡松给无情凡松的求助进行了留言
4秒前
xiao xu发布了新的文献求助10
4秒前
5秒前
999999应助MM采纳,获得10
5秒前
李平完成签到,获得积分10
5秒前
雪满头完成签到,获得积分0
5秒前
愉快的真发布了新的文献求助10
5秒前
科研通AI6.2应助jianzi927采纳,获得10
5秒前
JamesPei应助jianzi927采纳,获得10
5秒前
科研通AI6.4应助jianzi927采纳,获得10
5秒前
俏皮诺言完成签到,获得积分10
6秒前
科研通AI6.4应助jianzi927采纳,获得10
6秒前
6秒前
充电宝应助jianzi927采纳,获得10
6秒前
Nole应助jianzi927采纳,获得10
6秒前
科研通AI6.4应助jianzi927采纳,获得10
6秒前
科研通AI6.4应助jianzi927采纳,获得10
6秒前
喜东东发布了新的文献求助10
6秒前
科研通AI6.4应助jianzi927采纳,获得10
6秒前
科研通AI6.2应助jianzi927采纳,获得10
6秒前
研友_ZzReaZ发布了新的文献求助10
6秒前
7秒前
7秒前
852应助刘翰焜采纳,获得10
8秒前
njr完成签到,获得积分20
8秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场现状调查及投资机会研判报告 1000
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场规模及竞争格局分析报告 1000
模型平均及其应用 900
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 700
Évora na Idade Média 555
作者名:Kristopher P. Plain,悉尼大学的,目前只能查到其四篇论文,想找到其博士论文 550
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7340671
求助须知:如何正确求助?哪些是违规求助? 8953763
关于积分的说明 19005351
捐赠科研通 6992617
什么是DOI,文献DOI怎么找? 3218771
关于科研通互助平台的介绍 2384385
邀请新用户注册赠送积分活动 2198760