Fruit tree leaf nitrogen content estimation method based on Stacking ensemble learning
An integrated learning and nitrogen content technology, which is applied in integrated learning, color/spectral characteristic measurement, design optimization/simulation, etc., can solve the problems of limited feature extraction ability of machine learning model and difficult to clearly express internal mechanism, so as to overcome data characteristics Effect of extraction, reduction of manpower and time consumption, and cost saving of monitoring
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0036] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings.
[0037] The present invention designs a method for estimating the nitrogen content of fruit tree leaves based on Stacking integrated learning. When the leaves of fruit trees grow mature and the biochemical components are stable, such as figure 1 As shown, according to the following steps i to step vii, the nitrogen content estimator of fruit tree leaves corresponding to the target area is obtained.
[0038] Step i. For each preset sampling position in the target area, obtain the remote sensing image spectrum of the sampling position, and take the sampling position as the center and the nitrogen content of each fruit tree leaf within the preset radius range, and apply the fruit tree leaf The average nitrogen content of the sampling location is taken as the nitrogen content of the sampling location; then the remote sensing ...
PUM
![No PUM](https://static-eureka.patsnap.com/ssr/23.2.0/_nuxt/noPUMSmall.5c5f49c7.png)
Abstract
Description
Claims
Application Information
![application no application](https://static-eureka.patsnap.com/ssr/23.2.0/_nuxt/application.06fe782c.png)
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap