NCDOT Wetland Modeling Program: Development of Tidal Wetland Models using QL2 LiDAR
| 项目名称： | NCDOT Wetland Modeling Program: Development of Tidal Wetland Models using QL2 LiDAR |
| 摘要： | The goal for this project is to provide an advanced QL2 LiDAR-based tidal wetland prediction method and automation tools based on ArcGIS for the North Carolina (NC) coastal region. Based on the North Carolina Department of Transportation's (NCDOT's) needs the project proposes a scope of work as follows: (1) conduct a literature review and investigate the status of existing methods and models of LiDAR-based tidal wetland prediction and use of the QL2 standard LiDAR data; (2) determine the optimal resolution of DEM and subsequent terrain derivatives, and any other variables needed to predict wetlands via orthogonal test design approach and SCAD method on QL2 LiDAR data and other related data; (3) develop appropriate methods to model tidal wetland boundary locations via first-hand experience of wetland scientists, regression method Logit (logistic regression), machine learning method RF (random forest), and/or statistics Bayes estimation method; (4) develop tools to automate the process of interpolation, variable creation, and model development and application where it is appropriate and feasible to do so; (5) validate the developing methods and models through field testing; and (6) prepare products including the proposed methods, models, algorithms, and tools. |
| 状态： | Completed |
| 资金： | 199803.00 |
| 资助组织： | North Carolina Department of Transportation |
| 项目负责人： | Kirby, John W |
| 执行机构： | University of North Carolina, Charlotte |
| 主要研究人员： | Wang, Sheng-Guo |
| 开始时间： | 20150401 |
| 预计完成日期： | 0 |
| 实际结束时间： | 20180815 |
相关文献
- Improvements to NCDOT's Wetland Prediction Model
- Fusing multi-source UAS-derived data to improve project planning and the NCDOT Wetlands Prediction Model
- Wetland Mitigation--A Guidebook for Airports
- Proof of Concept: Cumulative Cost Model for NCDOT Equipment Fleet Data
- Interagency Agreement between U.S. Department of Transportation, Federal Highway Administration and U.S. Department of the Army, Army Corps of Engineers
- Development of an Assessment Tool for Water Quality Related Mitigation Related to Roadway Construction
检索历史
应用推荐
