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J

Jalal Shiri

faculty of agriculture

52H指数
153论文数
7.0K被引数
收录论文 69
发表时间
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Assessing machine learning-based feature selection methods for estimating daily reference evapotranspiration using meteorological data基于机器学习的特征选择方法在利用气象数据估算日参考蒸散量中的应用评估
errTheoretical and Applied Climatology
IF2.7
err2026-09-11
err0
PREAI
errMostafa Sadeghzadeh; Sepideh Karimi; Jalal Shiri; Bellie Sivakumar
err分享
err收藏
Estimating filter head losses caused by reclaimed water based on machine learning approaches基于机器学习方法的再生水引起的过滤器水头损失估算
errIrrigation Science
IF3.5
err2026-07-21
err0
errOAAI
errMohammad Hossein Kazemi; Sepideh Karimi; Miquel Duran-Ros; Gerard Arbat; Francisco Ramírez de Cartagena; Jaume Puig-Bargués; Pau Marti; Jalal Shiri
err分享
err收藏
Enhancing reference evapotranspiration estimate using regression kriging in semi-arid climate利用回归克里金法提升半干旱气候下参考蒸散量估算
errjournal of hydrology: regional studies
IF0
err2026-06-01
err0
errOAAI
errMostafa Sadeghzadeh; Sepideh Karimi; Jalal Shiri; Essam Heggy; Changhyun Jun; Sayed M. Bateni
err分享
err收藏
A Paradigm Shift to Automated Machine Learning for Local and External Reference Evapotranspiration Estimation with Uncertainty Implication为本地和外部参考蒸散量估算引入自动化机器学习范式转变，并考虑不确定性影响
errWater
IF3
err2026-04-13
err0
errOAAI
errMostafa Sadeghzadeh; Sepideh Karimi; Amir Hossein Nazemi; Pau Martí; Jalal Shiri
err分享
err收藏
Physics-informed machine learning with embedded sediment rating curve constraints for high-fidelity multi-lead-time forecast of suspended sediment concentration基于嵌入泥沙率定曲线约束的物理信息机器学习方法，用于高保真多预报时效的悬浮泥沙浓度预测
errJournal of Hydrology
IF6.3
err2026-03-10
err0
PREAI
errYousef Hemmatzadeh; Sadra Shadkani; Ali Hosseinzadeh Dalir; Sepideh Karimi; Jalal Shiri; Ali Saber
err分享
err收藏
Improving the Prediction of Suspended Sediment Loads Through a Hybrid Red Fox–XGBoost Model for Diverse Flow Regimes in Illinois State通过红狐（Red Fox）–XGBoost混合模型改进伊利诺伊州不同水流条件下的悬移质输沙量预测
errWater
IF3
err2026-02-27
err0
errOAAI
errMostafa Sadeghzadeh; Sepideh Karimi; Jalal Shiri; Hadi Arvanaghi; Naser Shiri; Gerard Arbat
err分享
err收藏
Deep learning fusion modeling of reference evapotranspiration with multi-source remote sensing data through addressing noise impacts通过解决噪声影响，利用多源遥感数据对参考蒸散量进行深度学习融合建模
errSmart Agricultural Technology
IF5.7
err2026-02-17
err0
errOAAI
errMostafa Sadeghzadeh; Sepideh Karimi; Sungwon Kim; Jalal Shiri; Il-Moon Chung
err分享
err收藏
Enhancing dissolved oxygen prediction through a hybrid attention-based LSTM model with wavelet transform and auto-encoder通过结合小波变换和自编码器的基于混合注意力机制的LSTM模型提升溶解氧预测能力
errJournal of Water Process Engineering
IF6.7
err2026-02-10
err0
PREAI
errNaser Shiri; Sepideh Karimi; Razi Sheikholeslami; Mostafa Sadeghzadeh; Jalal Shiri
err分享
err收藏
Interpretable Temperature-Based Deep Learning for Evapotranspiration: SHAP-Based Feature Analysis in CNN-GPUSadeghzadeh, M.; Shiri, J.; Karimi, S.; Kisi, O. 基于温度的可解释深度学习用于蒸散量估算：基于SHAP的特征分析在CNN-GPU中的应用. Meteorol. Appl. 2026, 33, e70148. [Google Scholar] [CrossRef]
errMeteorological Applications
IF2.5
err2026-01-28
err2
errOAAI
errSadeghzadeh, Mostafa; Shiri, Jalal; Karimi, Sepideh; Kisi, Ozgur
err分享
err收藏
Simulation of seasonal water turbidity dynamics in river systems: a machine learning framework for extreme event resilience河流系统中季节性水体浊度动态的模拟：用于极端事件韧性的机器学习框架
errISH Journal of Hydraulic Engineering
IF0
err2026-01-01
err0
PREAI
errSadeghzadeh, Mostafa; Shiri, Naser; Karimi, Sepideh; Shiri, Jalal
err分享
err收藏
Domain selection in transfer learning for reference evapotranspiration estimation转移学习在参考蒸散量估算中的领域选择
errKnowledge-Based Systems
IF7.6
err2025-12-06
err0
PREAI
errMohammad Hossein Kazemi; Jalal Shiri; Abolfazal Majnooni; Sepideh Karimi; Pau Marti
err分享
err收藏
Microbial eco-physiological responses to long-term crude oil contamination in arid soils: Field evidence and AI-based prediction of qmic and qCO2干旱土壤中微生物对长期原油污染的生态生理响应: 现场证据和基于AI的qmic和qCO2预测
errANNALS OF APPLIED BIOLOGY
IF1.8
err2025-11-01
err0
PREAI
errMoradi, Shokoufeh; Beheshti Ale Agha, Ali; Sarikhani, Mohammad Reza; Hasanpur, Karim; Shiri, Jalal
err分享
err收藏
Evaluating climate change impacts on reference evapotranspiration using CMIP6 projections and machine learning in the Aras River Basin评估气候变化对参考蒸散量的影响：基于CMIP6预测和机器学习在阿拉斯河流域的应用
errModeling Earth Systems and Environment
IF2.9
err2025-10-18
err0
PREAI
errSimin Ganjei; Jalal Shiri; Sepideh Karimi
err分享
err收藏
Comparison of novel physics-guided machine learning models with empirical equations for predicting longitudinal dispersion coefficient in diverse natural river systems
errJOURNAL OF WATER PROCESS ENGINEERING
IF6.7
err2024-09-01
err1
PREAI
errShadkani, Sadra; Hemmatzadeh, Yousef; Shiri, Jalal; Saber, Ali; Pak, Amirreza
err分享
err收藏
Effects of natural and prolonged crude oil pollution on soil enzyme activities
errGEODERMA REGIONAL
IF3.3
err2024-03-01
err3
PREAI
errMoradi, Shokufeh; Sarikhani, Mohammad Reza; Ale-Agha, Ali Beheshti; Hasanpur, Karim; Shiri, Jalal
err分享
err收藏
Estimation reference crop evapotranspiration (ET0) using artificial intelligence model in an arid climate with external data
errAPPLIED WATER SCIENCE
IF5.7
err2023-12-21
err7
errOAAI
errBidabadi, Mohaddeseh; Babazadeh, Hossein; Shiri, Jalal; Saremi, Ali
err分享
err收藏
A New Insight for Daily Solar Radiation Prediction by Meteorological Data Using an Advanced Artificial Intelligence Algorithm: Deep Extreme Learning Machine Integrated with Variational Mode Decomposition Technique使用高级人工智能算法通过气象数据预测每日太阳辐射的新见解: 与变分模式分解技术集成的深度极限学习机
errSUSTAINABILITY
IF3.3
err2023-07-19
err11
errOAAI
errAlizamir, Meysam; Othman Ahmed, Kaywan; Shiri, Jalal; Fakheri Fard, Ahmad; Kim, Sungwon; Heddam, Salim; Kisi, Ozgur
err分享
err收藏
Analysis of local head losses in microirrigation lateral connectors based on machine learning approaches
errIRRIGATION SCIENCE
IF3.5
err2023-02-28
err4
errOAAI
errMarti, Pau; Shiri, Jalal; Roman, Armand; Turegano, Jose Vicente; Royuela, Alvaro
err分享
err收藏
Application of artificial neural network and gene expression programming to estimate soil microbial metabolic quotient应用人工神经网络和基因表达式编程估算土壤微生物代谢商
errAPPLIED SOIL ECOLOGY
IF5
err2022-07-01
err3
PREAI
errEbrahimi, Mitra; Sarikhani, Mohammad Reza; Shiri, Jalal
err分享
err收藏
Mutating fuzzy logic model with various rigorous meta-heuristic algorithms for soil moisture content estimation
errAGRICULTURAL WATER MANAGEMENT
IF6.5
err2022-03-01
err17
PREAI
errMahmoudi, Neda; Majidi, Arash; Jamei, Mehdi; Jalali, Mohammadnabi; Maroufpoor, Saman; Shiri, Jalal; Yaseen, Zaher Mundher
err分享
err收藏

研究方向

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合作学者
合作期刊
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Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
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S
Shahaboddin Shamshirband
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