Mohammadtaghi Avand - Publications, H-index & Citations

Mohammadtaghi Avand

Tarbiat Modares University

30H指数

45论文数

3.4K被引数

收录论文 22

发表时间

Interactive Changes in Climatic and Hydrological Droughts, Water Quality, and Land Use/Cover of Tajan Watershed, Northern Iran

WATER

IF3

2024-06-24

OAAI

Avand, Mohammadtaghi; Moradi, Hamid Reza; Hazbavi, Zeinab

Comprehensive assessment of resilience of flood hazard villages using a modeling and field survey approach

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION

IF4.5

2023-10-01

PREAI

Avand, Mohammadtaghi; Khazaei, Majid; Ghermezcheshmeh, Bagher

Predicting temporal and spatial variability in flood vulnerability and risk of rural communities at the watershed scale

JOURNAL OF ENVIRONMENTAL MANAGEMENT

IF8.4

2022-12-01

PREAI

Avand, Mohammadtaghi; Moradi, Hamidreza; Lasboyee, Mehdi Ramazanzadeh

Flash-flood hazard using deep learning based on H2O R package and fuzzy-multicriteria decision-making analysis 基于H2O R包和模糊多准则决策分析的深度学习山洪灾害

JOURNAL OF HYDROLOGY

IF6.3

2022-06-01

PREAI

Costache, Romulus; Tin, Tran Trung; Arabameri, Alireza; Craciun, Anca; Ajin, R. S.; Costache, Iulia; Islam, Abu Reza Md Towfiqul; Abba, S., I; Sahana, Mehebub; Avand, Mohammadtaghi; Pham, Binh Thai

Spatial analysis of environmental factors influencing dust sources in the east of Iran using a new active-learning approach

GEOCARTO INTERNATIONAL

IF3.5

2022-05-26

PREAI

Yariyan, Peyman; Amiri, Mahdis; Saffariha, Maryam; Avand, Mohammadtaghi; Ghiasi, Seid Saeid; Tiefenbacher, John P.

Flash-flood propagation susceptibility estimation using weights of evidence and their novel ensembles with multicriteria decision making and machine learning

GEOCARTO INTERNATIONAL

IF3.5

2021-11-15

PREAI

Costache, Romulus; Quoc Bao Pham; Arabameri, Alireza; Diaconu, Daniel Constantin; Costache, Iulia; Craciun, Anca; Ciobotaru, Nicu; Pandey, Manish; Arora, Aman; Ali, Sk Ajim; Binh Thai Pham; Hoang Nguyen; Hoang Anh Tuan; Avand, Mohammadtaghi

Identification of the most suitable afforestation sites by Juniperus excels specie using machine learning models: Firuzkuh semi-arid region, Iran Juniperus excels使用机器学习模型识别最合适的造林地点: 伊朗Firuzkuh半干旱地区

ECOLOGICAL INFORMATICS

IF7.3

2021-11-01

PREAI

Yousefi, Saleh; Avand, Mohammadtaghi; Yariyan, Peyman; Goujani, Hassan Jahanbazi; Costache, Romulus; Tavangar, Shahla; Tiefenbacher, John P.

Determination of flood probability and prioritization of sub-watersheds: A comparison of game theory to machine learning

JOURNAL OF ENVIRONMENTAL MANAGEMENT

IF8.4

2021-10-01

PREAI

Avand, Mohammadtaghi; Khiavi, Ali Nasiri; Khazaei, Majid; Tiefenbacher, John P.

Assessment of Ensemble Models for Groundwater Potential Modeling and Prediction in a Karst Watershed

WATER

IF3

2021-09-16

OAAI

Farzin, Mohsen; Avand, Mohammadtaghi; Ahmadzadeh, Hassan; Zelenakova, Martina; Tiefenbacher, John P.

Using machine learning models, remote sensing, and GIS to investigate the effects of changing climates and land uses on flood

JOURNAL OF HYDROLOGY

IF6.3

2021-04-01

PREAI

Avand, Mohammadtaghi; Moradi, Hamidreza; Lasboyee, Mehdi Ramazanzadeh

Optimization of statistical and machine learning hybrid models for groundwater potential mapping 用于地下水潜力映射的统计和机器学习混合模型的优化

GEOCARTO INTERNATIONAL

IF3.5

2021-02-16

PREAI

Yariyan, Peyman; Avand, Mohammadtaghi; Omidvar, Ebrahim; Pham, Quoc Bao; Linh, Nguyen Thi Thuy; Tiefenbacher, John P.

Assessment of Gini-, entropy- and ratio-based classification trees for groundwater potential modelling and prediction

GEOCARTO INTERNATIONAL

IF3.5

2021-02-02

PREAI

Rahmati, Omid; Avand, Mohammadtaghi; Yarian, Peyman; Tiefenbacher, John P.; Azareh, Ali; Bui, Dieu Tien

Assessment of land degradation using machine-learning techniques: A case of declining rangelands

LAND DEGRADATION & DEVELOPMENT

IF3.7

2020-11-17

PREAI

Yousefi, Saleh; Pourghasemi, Hamid Reza; Avand, Mohammadtaghi; Janizadeh, Saeid; Tavangar, Shahla; Santosh, M.

GIS-based spatial modeling of snow avalanches using four novel ensemble models 使用四种新颖的集成模型对基于GIS的雪崩进行空间建模

SCIENCE OF THE TOTAL ENVIRONMENT

IF8

2020-11-01

PREAI

Yariyan, Peyman; Avand, Mohammadtaghi; Abbaspour, Rahim Ali; Karami, Mohammadreza; Tiefenbacher, John P.

A novel GIS-based ensemble technique for rangeland downward trend mapping as an ecological indicator change

ECOLOGICAL INDICATORS

IF7.4

2020-10-01

OAAI

Yousefi, Saleh; Avand, Mohammadtaghi; Yariyan, Peyman; Pourghasemi, Hamid Reza; Keesstra, Saskia; Tavangar, Shahla; Tabibian, Sahar

Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms 使用新颖的套袋算法组合在孟加拉国Teesta河流域进行洪水敏感性建模

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2020-09-04

144

PREAI

Talukdar, Swapan; Ghose, Bonosri; Shahfahad; Salam, Roquia; Mahato, Susanta; Quoc Bao Pham; Nguyen Thi Thuy Linh; Costache, Romulus; Avand, Mohammadtaghi

Novel hybrid models between bivariate statistics, artificial neural networks and boosting algorithms for flood susceptibility assessment

JOURNAL OF ENVIRONMENTAL MANAGEMENT

IF8.4

2020-07-01

PREAI

Costache, Romulus; Quoc Bao Pham; Avand, Mohammadtaghi; Nguyen Thi Thuy Linh; Vojtek, Matej; Vojtekova, Jana; Lee, Sunmin; Dao Nguyen Khoi; Pham Thi Thao Nhi; Tran Duc Dung

GIS Based Hybrid Computational Approaches for Flash Flood Susceptibility Assessment 基于GIS的山洪敏感性评估的混合计算方法

WATER

IF3

2020-03-02

144

OAAI

Binh Thai Pham; Avand, Mohammadtaghi; Janizadeh, Saeid; Tran Van Phong; Al-Ansari, Nadhir; Lanh Si Ho; Das, Sumit; Hiep Van Le; Amini, Ata; Bozchaloei, Saeid Khosrobeigi; Jafari, Faeze; Prakash, Indra

A tree-based intelligence ensemble approach for spatial prediction of potential groundwater

INTERNATIONAL JOURNAL OF DIGITAL EARTH

IF4.9

2020-01-28

PREAI

Avand, Mohammadtaghi; Janizadeh, Saeid; Tien Bui, Dieu; Pham, Viet Hoa; Ngo, Phuong Thao T.; Nhu, Viet-Ha

A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia

SENSORS

IF3.5

2019-11-09

OAAI

Shahabi, Hejar; Jarihani, Ben; Piralilou, Sepideh Tavakkoli; Chittleborough, David; Avand, Mohammadtaghi; Ghorbanzadeh, Omid

研究方向