Mohammad Sina Jahangir - Publications, H-index & Citations

Mohammad Sina Jahangir

mcgill university

8H指数

38论文数

212被引数

收录论文 15

发表时间

Data-driven climate-resilient pavement preservation in flood-prone urban roads: integrating flood exposure, ground deformation, and maintenance records 基于数据的气候韧性路面养护在易受洪水影响的城市道路中的应用：整合洪水暴露、地面变形和维护记录

Results in Engineering

IF7.9

2026-09-22

OAAI

Hossein Hariri Asli; Nicholas Brake; Mahdi Feizbahr; Homayoon Arbabkhah; Unique Bakhrel; Mohammad Nikookar; Mohammad Sina Jahangir

On the Importance of Imbalance-Aware Evaluation for Edge-Of-Field Runoff Prediction: A Commentary on Ford et al. (2022)

Geophysical Research Letters

IF4.6

2026-08-16

OAAI

M. S. Jahangir; S. Steinschneider

Interpretable streamflow prediction in headwater area of the Yellow River using a climate-adaptive transformer and SHAP under CMIP6 scenarios 黄河流域上游区域可解释的径流预测：基于气候自适应Transformer和SHAP方法在CMIP6情景下的应用

Journal of Environmental Management

IF8.4

2026-04-17

PREAI

Jiayi Xu; Xiaohu Wen; Qi Feng; Linshan Yang; Jan F. Adamowski; Mohammad Sina Jahangir

A novel hybrid fine-tuning method for supercharging deep learning model development for hydrological prediction 一种新型混合微调方法，用于加速水文预测的深度学习模型开发

ENVIRONMENTAL MODELLING & SOFTWARE

IF4.6

2026-04-01

OAAI

M.S. Jahangir; J. Quilty; C. Shen; A. Scott; S. Steinschneider; J. Adamowski

Deep learning for the probabilistic prediction of semi-continuous hydrological variables – An application to streamflow prediction across CONUS

Journal of Hydrology

IF6.3

2026-01-21

OAAI

John Quilty; Mohammad Sina Jahangir

Quantifying single, compound and cascading climate extremes: Implications for agricultural resilience in California 量化单次、复合及级联气候极端事件：对加州农业韧性的启示

Agricultural and Forest Meteorology

IF5.7

2025-10-18

OAAI

Shahryar Fazli; Wenzhao Li; Rejoice Thomas; Surendra Maharjan; Mohammad Sina Jahangir; Andre Daccache; Hesham Morgan; Mohamed Allali; Hesham El-Askary

Deep graph neural networks for spatiotemporal forecasting of sub-seasonal sea ice: A case study in Hudson Bay 子季节性海冰时空预测的深度图神经网络：哈德孙湾案例研究

Applied Ocean Research

IF4.4

2025-10-08

OAAI

Zacharie Gousseau; Philippe Lamontagne; Mohammad Sina Jahangir; K. Andrea Scott

An ensemble deep learning approach to spatiotemporal tropospheric ozone forecasting: A case study of Tehran, Iran

URBAN CLIMATE

IF6.9

2024-05-01

PREAI

Rezaali, Mostafa; Jahangir, Mohammad Sina; Fouladi-Fard, Reza; Keellings, David

Generative deep learning for probabilistic streamflow forecasting: Conditional variational auto-encoder

JOURNAL OF HYDROLOGY

IF6.3

2024-02-01

PREAI

Jahangir, Mohammad Sina; Quilty, John

Bayesian extreme learning machines for hydrological prediction uncertainty 用于水文预测不确定性的贝叶斯极限学习机

JOURNAL OF HYDROLOGY

IF6.3

2023-11-01

PREAI

Quilty, John; Jahangir, Mohammad Sina; You, John; Hughes, Henry; Hah, David; Tzoganakis, Ioannis

A quantile-based encoder-decoder framework for multi-step ahead runoff forecasting

JOURNAL OF HYDROLOGY

IF6.3

2023-04-01

PREAI

Jahangir, Mohammad Sina; You, John; Quilty, John

Reliability framework for characterizing heat wave and cold spell events

NATURAL HAZARDS

IF3.7

2022-02-18

OAAI

Moghim, Sanaz; Jahangir, Mohammad Sina

Investigating the impact of input variable selection on daily solar radiation prediction accuracy using data-driven models: a case study in northern Iran 使用数据驱动模型调查输入变量选择对每日太阳辐射预测准确性的影响: 以伊朗北部为例

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2021-08-25

PREAI

Jahangir, Mohammad Sina; Biazar, Seyed Mostafa; Hah, David; Quilty, John; Isazadeh, Mohammad

Influence of aquifer heterogeneity on sea level rise-induced seawater intrusion: A probabilistic approach 含水层异质性对海平面上升引起的海水入侵的影响: 一种概率方法

JOURNAL OF CONTAMINANT HYDROLOGY

IF4.4

2021-01-01

PREAI

Ketabchi, Hamed; Jahangir, Mohammad Sina

Probabilistic numerical assessment of seawater intrusion overshoot in heterogeneous coastal aquifers 非均质沿海含水层海水入侵超调的概率数值评估

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2019-10-30

PREAI

Ketabchi, Hamed; Jahangir, Mohammad Sina

研究方向