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Petrological controls on the engineering properties of carbonate aggregates through a machine learning approach
Published 2024-12-01“…Among these, the Gradient Boosting model demonstrated superior predictive capability, overcoming both traditional regression methods and other machine learning algorithms as validated through the Taylor diagram and ranking system (i.e., r = 0.998, R² = 997, Root mean square error = 0.075, Variance Accounted For = 99.50%, Mean Absolute Percentage Error = 0.385%, Alpha 20 Index = 100, and performance index = 0.975). …”
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Response of onion to different nitrogen levels and method of transplanting in moderately salt affected soil
Published 2017-09-01“…Rapid increase in population and consumption, urged upon the agronomists to develop a comprehensive site specific agro technology to boost up production per unit area and quality of daily dietary onion crop in salt affected soils by improving some basic components of the prevailing onion production technology in Pakistan. …”
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Assessment of salt tolerance in peas using machine learning and multi-sensor data
Published 2025-09-01“…Salt-alkali region spans vast areas and holds significant potential for agricultural development. …”
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Prediction of Insulator ESDD Based on Meteorological Feature Mining and AdaBoost-MEA-ELM Model
Published 2023-09-01“…In order to obtain the pollution condition of transmission line insulators in time, a method of insulator equivalent salt deposit density (ESDD) prediction based on meteorological data is proposed in this paper. …”
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Halal Certification and Its Relationship to Business Value: A Perspective of Fish Salting SMEs
Published 2024-01-01“…Small and medium-sized fish salting enterprises are the focus of this study, which also looks at the benefits and challenges of halal certification and its relationship to business value. …”
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Iron oxide nanoparticles alleviate salt-alkaline stress and improve growth by modulating antioxidant defense system in cherry tomato
Published 2024-12-01“…The integration of nanoparticles (NPs) into agriculture is altering traditional methods, enhancing productivity and sustainability. …”
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Lithium-salt-free polyoxovanadates/cellulose acetate-poly(ethylene glycol) nanocomposite solid electrolytes with enhanced electrochemical properties
Published 2025-05-01“…In this work, lithium-ion conductor SPEs based on polymer/polyoxovanadates nanocomposites are fabricated by a facile cast solution method. Polyoxovanadate Li7[V15O36(CO3)] (LVC) possesses a high diffusion coefficient which acts as lithium salt. …”
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Prognostication of advanced CO2 capture using tunable solvents with an ensemble learning-based decision tree model
Published 2025-06-01“…Abstract This study presents a robust method for predicting CO2 solubility in Deep Eutectic Solvents (DESs) using the stochastic gradient boosting (SGB) algorithm. …”
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Prediction of Snacking Behavior Involving Snacks Having High Levels of Saturated Fats, Salt, or Sugar Using Only Information on Previous Instances of Snacking: Survey- and App-Base...
Published 2025-04-01“…Both datasets were analyzed using machine learning methods, including random forest regressor, Extreme Gradient Boosting regressor, feed forward neural network, and long short-term memory. …”
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Unravelling the Dynamic Physiological and Metabolome Responses of Wheat (<i>Triticum aestivum</i> L.) to Saline–Alkaline Stress at the Seedling Stage
Published 2025-06-01“…Conclusions: Our findings highlight the importance of ABA and jasmonic acid in regulating salt–alkali tolerance in wheat seedlings. Moreover, this study depicts key pathways involved in salt–alkali tolerance in wheat seedlings and unveils key DMs, offering resources for boosting wheat production on SAS.…”
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Cascaded Machine Learning of Soil Moisture and Salinity Prediction in Estuarine Wetlands Based on In Situ Internet of Things Monitoring
Published 2025-04-01“…The elucidation of transport pattern and prediction of water and salt in estuarine wetland soils remain significant challenges. …”
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Bacillus Spizizenii FMH45-based biofertilizer enhances growth and halotolerance of cherry tomato plants under hydroponic cultivation systems
Published 2025-01-01“…These findings demonstrate that B. spizizenii FMH45 holds significant potential for the development of effective biofertilizers capable of mitigating salt stress while boosting crop productivity. This approach offers a sustainable alternative to desalination-dependent hydroponics, particularly for arid and semi-arid regions, including Qatar.…”
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