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相关概念视频

Topographic Surveying and Contours01:29

Topographic Surveying and Contours

810
Topographic surveying is critical for documenting the Earth's surface, focusing on capturing elevations, slopes, and natural and man-made features. It is essential in construction planning, water resource management, and land-use analysis. The primary outcome of such surveys is a topographic map, which uses contour lines to visually represent the shape and slope of the terrain, providing valuable insights into the landscape's characteristics.Contour lines are fundamental to understanding the...
810
Methods of Obtaining Topography01:25

Methods of Obtaining Topography

270
Topography involves measuring and mapping land elevations, natural features, and artificial structures to create accurate representations of the terrain. Topographic surveying relies on traditional and modern methods, each with distinct advantages and limitations.Traditional Surveying Methods:Transit stadia surveys and plane table surveys were widely used traditional surveying methods. These techniques relied on instruments like theodolites and stadia rods for measuring distances and angles,...
270
Types of Global Positioning System Surveys01:30

Types of Global Positioning System Surveys

334
GPS surveying methods vary in application, accuracy, and data collection techniques, catering to diverse surveying and mapping needs. Static GPS, kinematic GPS, and real-time kinematic (RTK) surveying are widely used. Each technique offers distinct advantages.Static GPS involves placing one receiver at a known reference point and another at the target point. It collects exact positional data by observing multiple satellite ranges over an extended period, achieving centimeter-level accuracy for...
334
Design Example: Identifying the Locations of Monuments in the Field Using Global Positioning System Device01:30

Design Example: Identifying the Locations of Monuments in the Field Using Global Positioning System Device

376
Surveyors use Global Positioning System (GPS) technology to measure the precise location and elevation of points on Earth. In a recent survey, GPS receivers were used to determine the coordinates and elevations of two park monuments. The process involved careful mission planning, data collection, and correction to ensure accuracy. The survey began with mission planning to identify optimal satellite visibility and minimize Position Dilution of Precision (PDOP). A geodetic control point...
376
Common Leveling Mistakes and Errors01:17

Common Leveling Mistakes and Errors

385
A survey team is tasked with determining the elevation difference between points Point A and Point B, separated by uneven terrain. They use a leveling instrument and a leveling rod.Common MistakesMisreading the Rod: During a backsight reading at Point A, the instrumentman observes the rod partially obscured by tall grass. Instead of reading 1.135 m, they mistakenly record 1.735 m due to the misalignment of the crosshair with the wrong graduation. This error adds 0.600 m to all subsequent...
385
Levels of Use of a GIS01:29

Levels of Use of a GIS

332
Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
332

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相关实验视频

Updated: Jan 11, 2026

Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring
08:16

Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring

Published on: October 24, 2025

452

在被雪覆盖的环境中基于LiDAR的长期地图绘制.

Jaewon Lee1,2, Woojin Chung1, Jiwoong Kim2

  • 1Department of Mechanical Engineering, Korea University, Seoul 02841, Republic of Korea.

Sensors (Basel, Switzerland)
|November 13, 2025
PubMed
概括

自动驾驶系统面临的挑战是积雪. 这项研究引入了一种深度学习方法,可以从地图上去除雪,改善在雪的条件下定位和地图准确性.

科学领域:

  • 机器人技术 机器人技术 机器人技术
  • 计算机视觉 计算机视觉
  • 人工智能的人工智能

背景情况:

  • 自动驾驶系统面临着环境的不确定性,特别是像雪这样的动态元素.
  • 积累的积雪会降低地图的准确性和定位性能,原因是时间变化和遮蔽.

研究的目的:

  • 开发一个强大的绘图策略,用于雪覆盖的环境.
  • 为了减轻定位错误并提高在雪的情况下更新地图的准确性.

主要方法:

  • 这是一种深度学习方法,用于检测和从传感器数据中去除积累的雪.
  • 使用无雪数据更新地图,并恢复封闭的地面信息.

主要成果:

  • 实现了78.6%的跨越欧盟 (IoU) 的交叉点,用于雪地检测.
  • 减少了12.5% (RMSE) 和15.6% (Chamfer距离) 的地图对齐错误.
  • 在现实世界覆盖着雪的环境中验证有效性.

结论:

  • 拟议的方法有效地处理与雪相关的绘图挑战.
  • 通过保持地图质量,在被雪覆盖的地区实现可靠的长期自动驾驶.
关键词:
李达尔 (LiDAR) 是一种激光雷达.斯拉姆斯兰姆斯兰姆斯兰姆斯兰姆斯兰姆斯兰姆斯兰姆斯兰姆斯兰姆斯自动驾驶自动驾驶的自动驾驶.长期绘制的地图.雪覆盖的环境 雪覆盖的环境

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