News

Frontiers6d
Enhancing the potential of phenomic and genomic prediction in winter wheat breeding using high-throughput phenotyping and deep learning
In this study, we explored the applicability of Unmanned Aerial Vehicles (UAV)-assisted HTP combined with deep learning (DL) for the phenomic or multi-trait (MT) genomic prediction of grain yield (GY ...
IEEE7d
Crop Selection and Yield Prediction using Machine Learning Algorithms
Estimating crop yields before harvest ... This can be accomplished using machine learning algorithm KNN and image processing. Based on the results of the prediction analysis, machine learning ...
IEEE17d
An Ensemble Machine Learning Framework for Cotton Crop Yield Prediction Using Weather Parameters: A Case Study of Pakistan
Regarding this, farmers are constantly attempting to implement new techniques and technology to boost crop yields ... were monitored using meteorological and phonological observations, as well as soil ...
Frontiers18d
Yield prediction in a peanut breeding program using remote sensing data and machine learning algorithms
Using a diverse set ... were represented within multiple trials, the actual number of unique genotypes in the study was 73 rather than 80. Nonetheless, this population was quite diverse and was ...
SciELO26d
Prediction of Land Suitability for Crop Cultivation Using Classification Techniques
In this work, a comparative analysis is undertaken using several classifiers ... and temperature also greatly impact crop cultivation. Notwithstanding the interaction between crop prediction, the ...