“Predicting crop yields remains a crucial challenge in agriculture”
e1
“The proposed stacked ensemble model achieves superior crop yield prediction performance, evidenced by a notable enhancement in accuracy and a significant decrease in RMSE, surpassing the predictive capabilities of traditional machine learning models”
“Maize ( Zea mays L.) is the most commonly used substrate for methane production through anaerobic fermentation and is gaining further importance in Germany”
e2
“Chemical composition models were always inferior to NIR spectroscopy models and showed a strong decrease in performance to predict MFY with ongoing fermentation time”
“Progeny were predicted by OCS to increase in mean GY by 12.4%, decrease in mean CKT by 9.3%, and increase in mean Fe and Zn content by 6.9 and 4.6%, respectively, with low achieved coancestry of 0.032.”
“Using simple modular approach of DSSAT to calculate daily yield and leaf area index along with the proposed reinforcement learning controller, almost 40% decrease in water consumption is achieved in comparison to constant irrigation method of the DSSAT model”
e1
“DSSAT (Decision Support System for Agro-technology Transfer) maize crop simulation model”
“In the experiment, the proposed irrigation scheduling system is validated and compared with existing conventional irrigation systems to explore its performance.”
e1
“Implementation of this system leads to a decrease in water use by 59.61% and electrical energy consumption by 67.35%, while the crop yield increases by 22.58%.”
“decrease in the number of yield-forming factors taken into account in the mathematical model from three (food, moisture and heat) to two (food and moisture) reduces the accuracy of calculating the grain crop yield insignificantly.”
e1
“the data of independent field experiments of Professor N.N. Semenenko with barley and winter triticale has been used.”
“Ten populations of Washington State University (WSU) winter wheat breeding lines including a diversity panel”
e4
“MS was not successful in terms of R relative to the other selection approaches; using this strategy resulted in a significant (P < 0.05) decrease in response to selection compared with the other approaches”
baseline models of the linear regression, CNN, and Transformer only modelse1
Not reportedTaxon
Verbatim
e1
“The results of the tests yielded a 12% decrease in Root Mean Square Error (RMSE) along with 0.08 increases of the R2 value in comparison to the baseline models of the linear regression, CNN, and Transformer only models”
R. Nalan; M. Rupak Ram; H.Mohammed Nihal; et al. 2025 International Conference on Intelligent Computing and Control Systems (ICICCS)2025. doi:10.1109/iciccs65191.2025.10985479
“In the experiment, the proposed irrigation scheduling system is validated and compared with existing conventional irrigation systems to explore its performance.”
e1
“Implementation of this system leads to a decrease in water use by 59.61% and electrical energy consumption by 67.35%, while the crop yield increases by 22.58%.”
Lexical search (BM25). All words must match; if nothing does, any word. Organism names also match every spelling of the same organism. No semantic search yet.
Zea mays
Phaseolus vulgaris.jpg?width=60){kind=small}
Hordeum vulgare
Triticum aestivum