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References from Predicting emitter irrigation duration for optimized irrigation system operation: An interpretable multi-model ML approach with SHAP. Local targets link to admitted publications; unresolved targets remain external evidence.
Prediction of lead in agricultural soils: an integrated approach using machine learning, terrain attributes and reflectance spectra
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Machine learning for temperature analysis in Ouagadougou: a random forest perspective
10.70470/edraak/2024/012 · 2024 · External reference
Support Vector Regression
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A comparative analysis of gradient boosting algorithms
10.1007/s10462-020-09896-5 · 2021 · External reference
Uncovering soil preferential flow induced by different drip irrigation emitter settings: insights integrating wetting-fronts image variability, HYDRUS-2d, and active region model
10.1016/j.catena.2024.108669 · 2025 · External reference
Nanobubble oxygenated increases crop production via soil structure improvement: the perspective of microbially mediated effects
10.1016/j.agwat.2023.108263 · 2023 · External reference
Shape uncertainty quantification of maxwell eigenvalues and -modes with application to TESLA cavities
10.1016/j.cma.2024.117108 · 2024 · External reference
A spatially aware bayesian deep learning framework for UAV-based soil salinity prediction
2025 · External reference
Seasonal and inter-annual dynamics of water vapor flux based on five-year eddy covariance measurements over an alpine grassland in arid central asia
10.1016/j.jhydrol.2025.134259 · 2025 · External reference
CatBoost for big data: an interdisciplinary review
10.1186/s40537-020-00369-8 · 2020 · External reference
Improving sediment discharge efficiency in drip emitters via tesla-inspired microchannels: PyFluent simulation and SHAP-based structural insights
10.1016/j.biosystemseng.2025.104295 · 2025 · External reference
Advanced composite materials for sustainable construction: innovations in civil engineering applications
10.70470/khwarizmia/2024/003 · 2024 · External reference
Competitive adsorption mechanisms of phosphorus species on montmorillonite-iron oxyhydroxide complexes
10.1016/j.chemgeo.2024.122510 · 2025 · External reference
Dynamic effects of chemical precipitates on drip irrigation system clogging using water with high sediment and salt loads
10.1016/j.agwat.2018.11.021 · 2019 · External reference
Application of chelated fertilizers to mitigate organic-inorganic fouling in brackish water drip irrigation systems
10.1016/j.agwat.2023.108355 · 2023 · External reference
A meta-analysis of labyrinth channel emitter clogging characteristics under yellow river water drip tape irrigation
10.1016/j.agwat.2023.108634 · 2024 · External reference
Reducing fouling and emitter clogging in saline water drip irrigation systems by choosing suitable nitrogen fertilizer
10.1016/j.cscee.2025.101254 · 2025 · External reference
Artificial intelligence-enabled coconut tree disease detection and classification model for smart agriculture
10.1016/j.compeleceng.2022.108399 · 2022 · External reference
Leveraging the use of digital agriculture and machine learning for accurate prediction of leaf area index (LAI)
10.1016/j.compag.2025.110947 · 2025 · External reference
The evolution of boosting algorithms
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A Pearson’s correlation coefficient based decision tree and its parallel implementation
10.1016/j.ins.2017.12.059 · 2018 · External reference
A comprehensive uncertainty analysis of model-estimated longitudinal and lateral dispersion coefficients in open channels
10.1016/j.jhydrol.2021.126850 · 2021 · External reference
Improving simulation accuracy of a drip irrigation tooth emitter: simulation and verification of tooth tip fillet
10.1016/j.biosystemseng.2025.104257 · 2025 · External reference
Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines
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Data-driven melt pool monitoring and defect prediction in LPBF of Ti-6Al-4V alloy
10.58496/bjme/2025/004 · 2025 · External reference
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2022 · External reference
Estimation of pore-water electrical conductivity in soilless tomatoes cultivation using an interpretable machine learning model
10.1016/j.compag.2024.108746 · 2024 · External reference
A brief review of nearest neighbor algorithm for learning and classification
2019 · External reference
An efficient LightGBM-based differential evolution method for nonlinear inelastic truss optimization
10.1016/j.eswa.2023.121530 · 2024 · External reference
A prediction model of labyrinth emitter service duration (ESD) under low-quality (sand-laden water) irrigation
10.3390/w14111690 · 2022 · External reference
Physical clogging characteristics of labyrinth emitters under low-quality (sand-laden water) irrigation
10.3390/agronomy12071615 · 2022 · External reference
Optimal chemigation duration model based on the crop and environment effects
2023 · External reference
Weed strategy considering the weed control effect and weed control uniformity with microsprinkler irrigation
10.3390/agronomy13041034 · 2023 · External reference
Response of emitter clogging characteristics to fertilizer type and concentration based on fertigation
10.1007/s00271-023-00864-9 · 2023 · External reference
Main influence indicators and regulatory pathways of emitter clogging under physical and chemical combination factors
10.1016/j.agwat.2025.109383 · 2025 · External reference
A quantitative phosphorus loss assessment tool for agricultural fields
10.1016/j.envsoft.2010.03.017 · 2010 · External reference
Adsorption and immobilization of phosphorus in eutrophic lake water and sediments by a novel red soil based porous aerogel
10.1016/j.watres.2024.123078 · 2025 · External reference
Electromagnetic fields for biofouling mitigation in reclaimed water distribution systems
10.1016/j.watres.2020.115562 · 2020 · External reference
Machine learning-based design for high-strength steel tubular section columns
2025 · External reference
Spatial mapping and predictive modeling of soil organic carbon stocks in vermont agricultural lands using machine learning and environmental variables
10.1016/j.compag.2025.110727 · 2025 · External reference
A kinetic model for the chemical clogging of drip irrigation system using saline water
10.1016/j.agwat.2019.105696 · 2019 · External reference
Mapping agricultural soil water content using multi-feature ensemble learning of GPR data
10.1016/j.jappgeo.2024.105433 · 2024 · External reference
