Agr Research

How can hyperspectral imaging help agricultural research?

Artificial Intelligence Classification

Collect parameters of various crops, establish classification models, and classify crops.

Modeling and production estimation

Use hyperspectral data in the middle and late stages of crops, combined with final yields, to build models for subsequent yield estimation.

Time series analysis

Collect and accumulate multi-temporal data for time series analysis and data mining.

Resistance breeding

Assist in evaluating various stress resistance characteristics of crops, establish automatic grading models, and improve R&D efficiency.

Gene improvement

Capturing the stress resistance, yield and other characteristics of transgenic crops, screening excellent samples from a large number of materials.

Advantages of hyperspectral

Phenotypic map combination

Rich spectral and texture information, big data mining, assisting in various plant phenotype studies.

Digital spectral model

Establish agricultural hyperspectral models and apply them in classification, yield estimation, and model selection.

Streamline repetitive work

Intelligent processing of hyperspectral data allows researchers to focus on creative work.

Enrich derivative applications

trong scalability, utilizing neural network models to explore multiple applications.

Workflow

넳 넲

Multi-rotor scheme

Flying platform

DJI M300 RTK

Load

HSG-1P

Post-processing software

OptStudio

Scheme advantages

	Multi-rotor drones have the advantages of quick deployment and easy operation. They can take off quickly in the research area and collect spectral data from the test field.
	Using reflectance gray plates for radiometric calibration helps obtain accurate crop reflectance coefficient maps.
	HSG-1P can be insured by a third-party insurance company to provide full compensation for accidental damage to laboratory equipment.
	The Opt Studio has rich customization features. Optical masks and artificial intelligence classification can quickly screen key plant information.