Plant growth management and control model construction method, electronic equipment and storage medium

Abstract

The invention provides a plant growth management and control model construction method, electronic equipment and a storage medium. The method comprises the following steps: acquiring visible light image data and multispectral image data, processing the visible light image data and the multispectral image data, and respectively inputting the data into a visible light data processing model and a multispectral data processing model; training the two data processing models, so that the plant growth condition can be identified; judging the plant growth condition in combination with the planting knowledge of the plant and the environmental data, matching a decision instruction of the corresponding plant control operation, forming a plant growth control initial model, and verifying and improving the plant growth control initial model to form a plant growth control model. Collected information can be processed and combined with planting knowledge of plants, a specific decision instruction is sent out according to environmental data, a crop operator operates according to the decision instruction, precisely controls the plants and achieves refined operation according to needs, labor cost is reduced, resource waste and environmental pollution are reduced, and meanwhile, high yield is realized.

Description

technical field [0001] The present invention relates to the technical field of plant growth control, and more specifically, to a method for constructing a plant growth control model, electronic equipment, and a storage medium. Background technique [0002] The factors of crop yield and quality are complex and diverse, and present dynamic changes over time. Factors such as temperature, light, moisture and topography and soil in the growth environment are the basic factors that affect the yield and quality of crops; during the growth of crops, reasonable operation control such as pest control, fertilization and pesticide application, new shoot control, flower preservation and fruit preservation Technical measures such as pruning, shaping and pruning are the key to improving crop quality and high yield. [0003] Traditional crop management adopts extensive operations and lacks differentiated treatment models, which leads to unstable crop quality and yield, waste of resources, ...

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Problems solved by technology

[0003] Traditional crop management adopts extensive operations and lacks differentiated treatment models, which leads to unstable crop quality and yield, waste of resources, environmental pollution, and even in some areas, due to inadequate control of diseases and insect pests, the yield has failed, and there is a lack of precise plant planting. Control

Chinese Patent Publication No. CN112179414A, date of publication is January 5, 2021. The patent discloses a crop growth IoT monitoring system, including a crop information collection system, an environmental information collection system, and an IoT monitoring system. The crop information collection system includes multiple A crop information collection station and UAV remote sensing system, the crop information collection station includes a crop growth monitoring device, the crop growth monitoring device includes a base and a support rod, and an electric telescopic rod is welded, and a high-definition Cameras and multi-spectral sensors, the Internet of Things monitoring system includes data servers, crop growth monitoring centers and terminal equipment. This patent can collect the growth status and information of plants, but the decision to control plants still needs to rely on agricultural personnel to make control Decision-making, this method is highly subjective and has low precision, which puts forward higher requirements and challenges for the professionalism and experience of field farmers

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