China Institute of Water Resources and Hydropower Research (20240242289). SPATIAL SIMULATION METHOD FOR ASSESSMENT OF DIRECT ECONOMIC LOSSES OF TYPHOON FLOOD BASED ON REMOTE SENSING simplified abstract
SPATIAL SIMULATION METHOD FOR ASSESSMENT OF DIRECT ECONOMIC LOSSES OF TYPHOON FLOOD BASED ON REMOTE SENSING
Organization Name
China Institute of Water Resources and Hydropower Research
Inventor(s)
SPATIAL SIMULATION METHOD FOR ASSESSMENT OF DIRECT ECONOMIC LOSSES OF TYPHOON FLOOD BASED ON REMOTE SENSING - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240242289 titled 'SPATIAL SIMULATION METHOD FOR ASSESSMENT OF DIRECT ECONOMIC LOSSES OF TYPHOON FLOOD BASED ON REMOTE SENSING
Simplified Explanation: The patent application describes a method for assessing direct economic losses of a typhoon flood using spatial simulation based on remote sensing data.
- **Data Collection:** Gather various data sources before and after a typhoon flood, preprocess the data to obtain usable information.
- **Parameter Extraction:** Identify key parameters of the hazard-bearing body from the preprocessed data and create a feature set based on these parameters.
- **Data Compilation:** Collect insurance disaster assessment data and historical investigation data to create a sample set of direct economic losses.
- **Spatial Simulation:** Utilize a neural network model for deep learning to simulate the direct economic losses of the hazard-bearing body using the feature set and sample data.
Potential Applications: This technology can be applied in disaster management, insurance assessment, urban planning, and risk mitigation strategies.
Problems Solved: The method addresses the challenge of accurately assessing direct economic losses caused by typhoon floods in a specific area.
Benefits: - Improved accuracy in estimating economic losses - Enhanced disaster preparedness and response - Better risk management strategies
Commercial Applications: The technology can be used by insurance companies, government agencies, urban planners, and disaster management organizations to assess and mitigate the impact of typhoon floods on the economy.
Questions about Spatial Simulation for Typhoon Flood Economic Loss Assessment: 1. How does the method of spatial simulation differ from traditional assessment methods? 2. What are the key advantages of using remote sensing data in this context?
Frequently Updated Research: Researchers are continually exploring new ways to enhance the accuracy and efficiency of spatial simulation methods for assessing economic losses in natural disasters like typhoon floods. Stay updated on the latest advancements in this field for more insights.
Original Abstract Submitted
disclosed is a spatial simulation method for assessment of direct economic losses of a typhoon flood based on a remote sensing, and the method includes following steps: s, collecting a multi-source data before and after a typhoon flood disaster in an affected area and preprocessing the said data to obtain a preprocessed data; s, extracting reset parameters of a hazard-bearing body according to the preprocessed data and constructing a feature set of the reset parameters of the hazard-bearing body; s, collecting insurance disaster assessment data and historical investigation data in the typhoon flood-affected area, and constructing a sample set of direct economic losses of the hazard-bearing body; and s, carrying out a spatial simulation of the direct economic losses of the hazard-bearing body by adopting a deep learning of a neural network model according to the feature set of the reset parameters and the sample set of direct economic losses.
