Crop Planting Density Optimization System: A Web-Based AI Platform to Optimize Crop Planting Density
نویسندگان
چکیده
Increasing crop yield is a significant objective in modern agriculture, with adjusted planting density and rational fertilization strategies standing out as the foremost approaches for attaining such goal. Through use of artificial intelligence techniques genetic algorithms neural networks, CPDOS (Crop Planting Density Optimization System), an online intelligent system that can automate modeling, optimization, analysis two models, was developed present study. The goal to optimize model fertilizer application combination other computer development techniques. comprises three main modules: optimization module, optimal range module. modules are complemented by data input result visualization, culminating comprehensive process optimizing allocation through CPDOS. tested using potato, corn, soybean data, results show effects were satisfactory. automated integrates models driven technology. introduction reduces barriers utilizing these facilitating wider adoption intelligently optimized platform’s launch will accelerate swift advancement this field.
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ژورنال
عنوان ژورنال: Agronomy
سال: 2023
ISSN: ['2156-3276', '0065-4663']
DOI: https://doi.org/10.3390/agronomy13102465