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.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Companion Crop Recommendations for Planting with Black Walnuts

The concept of planting trees in widely spaced rows and growing cash crops in the alleyways is a special form of agroforestry called alley cropping. To be successful, the companion crop’s physiological requirements (i.e., light, water and nutrients) must be accommodated by the tree. Black walnut’s (Juglans nigra L.) foliage and root system are unique and readily adapted to the growth of compani...

متن کامل

Crop planting dates: an analysis of global patterns

Results We present global planting date patterns for maize, spring wheat and winter wheat (our full, publicly available data set contains planting and harvesting dates for 19 major crops). Maize planting in the northern mid-latitudes generally occurs in April and May. Daily average air temperatures are usually c. 12–17 °C at the time of maize planting in these regions, although soil moisture of...

متن کامل

Crop planting and type proportion method for crop acreage estimation of complex agricultural landscapes

This study presents a crop planting and type proportion (CPTP) method for crop acreage estimation of complex and diverse agricultural landscapes. CPTP has three major components: (1) Crop planting proportion (CPP), estimated with wide-swath satellite remote sensing data to completely cover the monitoring area by segmenting cropped and non-cropped areas through unsupervised classification. (2) C...

متن کامل

effect of planting date and crop density of autumn wheat (triticum aestivum l.) on density and biomass of weeds

weeds in wheat (triticum aestivum l.) fields have always been a big problem in iran and worldwide and must be managed by non-chemical especially cultural methods. a field experiment as factorial based on a randomized complete block design with four replications in a 1000 m2 field in research farm of shirvan college of agriculture was conducted during 2007-2008. treatments included wheat densiti...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Agronomy

سال: 2023

ISSN: ['2156-3276', '0065-4663']

DOI: https://doi.org/10.3390/agronomy13102465