Advances in the estimations and applications of critical nitrogen dilution curve and nitrogen nutrition index of major cereal crops. A review
Nitrogen (N) is one of the decisive elements for plant growth, crop biomass accumulation,
and yield formation of cereal crops. However, managing N in crop production and …
and yield formation of cereal crops. However, managing N in crop production and …
[HTML][HTML] Machine learning in nutrient management: A review
In agriculture, precise fertilization and effective nutrient management are critical. Machine
learning (ML) has recently been increasingly used to develop decision support tools for …
learning (ML) has recently been increasingly used to develop decision support tools for …
Ten years of corn yield dynamics at field scale under digital agriculture solutions: A case study from North Italy
Farmer's management decisions and environmental factors are the main drivers for field
spatial and temporal yield variability. In this study, a 22 ha field cultivated with corn for more …
spatial and temporal yield variability. In this study, a 22 ha field cultivated with corn for more …
Estimation of cotton leaf area index (LAI) based on spectral transformation and vegetation index
Unmanned aerial vehicles (UAV) has been increasingly applied to crop growth monitoring
due to their advantages, such as their rapid and repetitive capture ability, high resolution …
due to their advantages, such as their rapid and repetitive capture ability, high resolution …
Estimating leaf nitrogen content by coupling a nitrogen allocation model with canopy reflectance
The area-based leaf nitrogen content (LNC A) has gained increasing attention recently in
ecology and plant physiology, and the mass-based nitrogen content (LNC M) has been …
ecology and plant physiology, and the mass-based nitrogen content (LNC M) has been …
Improving potato yield prediction by combining cultivar information and UAV remote sensing data using machine learning
Accurate high-resolution yield maps are essential for identifying spatial yield variability
patterns, determining key factors influencing yield variability, and providing site-specific …
patterns, determining key factors influencing yield variability, and providing site-specific …
Study and analysis of classification techniques for specific plant growths
R Sharma, R Vashisth, N Sindhwani - Advances in Signal Processing …, 2023 - Springer
There are various methods often regard to done for analysis of the subject of a particular
group of specimen. There may be more or fewer, but by using classification techniques with …
group of specimen. There may be more or fewer, but by using classification techniques with …
Combining UAV and Sentinel-2 satellite multi-spectral images to diagnose crop growth and N status in winter wheat at the county scale
Real-time and non-destructive nitrogen (N) status diagnosis is needed to support in-season
N management decision-making for modern wheat production. For this purpose, satellite …
N management decision-making for modern wheat production. For this purpose, satellite …
Combining fixed-wing UAV multispectral imagery and machine learning to diagnose winter wheat nitrogen status at the farm scale
J Jiang, PM Atkinson, J Zhang, R Lu, Y Zhou… - European Journal of …, 2022 - Elsevier
Increasing nitrogen (N) diagnosis efficiency and accuracy is crucial for optimizing wheat N
management. We aimed to establish a spatially and temporally explicit model for the …
management. We aimed to establish a spatially and temporally explicit model for the …
Precision agriculture in the United States: A comprehensive meta-review inspiring further research, innovation, and adoption
MRB Júnior, BR de Almeida Moreira… - … and Electronics in …, 2024 - Elsevier
Precision agriculture has emerged as a dominant force in the United States, with
widespread adoption of advanced technologies and decision support systems (DSS) since …
widespread adoption of advanced technologies and decision support systems (DSS) since …