Optimization of DRASTIC method by artificial neural network, nitrate vulnerability index, and composite DRASTIC models to assess groundwater vulnerability for unconfined aquifer of Shiraz Plain, Iran

被引:0
|
作者
Mohammad Ali Baghapour
Amir Fadaei Nobandegani
Nasser Talebbeydokhti
Somayeh Bagherzadeh
Ata Allah Nadiri
Maryam Gharekhani
Nima Chitsazan
机构
[1] Shiraz University of Medical Sciences,Department of Environmental Health Engineering, School of Health
[2] Shiraz University,Department of Civil Engineering, College of Engineering
[3] Ab Ati Pazhooh Consulting Engineers,Department of Hydrogeology
[4] University of Tabriz,Department of Earth Science, Faculty of Science
[5] Research Engineer at EnTech Engineering,undefined
关键词
Composite DRASTIC; Nitrate vulnerability; Artificial neural network; Shiraz aquifer;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 15 条
  • [1] Optimization of DRASTIC method by artificial neural network, nitrate vulnerability index, and composite DRASTIC models to assess groundwater vulnerability for unconfined aquifer of Shiraz Plain, Iran
    Baghapour, Mohammad Ali
    Nobandegani, Amir Fadaei
    Talebbeydokhti, Nasser
    Bagherzadeh, Somayeh
    Nadiri, Ata Allah
    Gharekhani, Maryam
    Chitsazan, Nima
    [J]. JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE AND ENGINEERING, 2016, 14
  • [2] Evaluation of groundwater vulnerability to pollution using DRASTIC, composite DRASTIC, and nitrate vulnerability models
    Pourkhosravani, Mohsen
    Jamshidi, Fatemeh
    Sayari, Nasrin
    [J]. ENVIRONMENTAL HEALTH ENGINEERING AND MANAGEMENT JOURNAL, 2021, 8 (02): : 129 - 140
  • [3] Optimization of DRASTIC method by supervised committee machine artificial intelligence to assess groundwater vulnerability for Maragheh-Bonab plain aquifer, Iran
    Fijani, Elham
    Nadiri, Ata Allah
    Moghaddam, Asghar Asghari
    Tsai, Frank T. -C.
    Dixon, Barnali
    [J]. JOURNAL OF HYDROLOGY, 2013, 503 : 89 - 100
  • [4] GIS-based DRASTIC and composite DRASTIC indices for assessing groundwater vulnerability in the Baghin aquifer, Kerman, Iran
    Malakootian, Mohammad
    Nozari, Majid
    [J]. NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2020, 20 (08) : 2351 - 2363
  • [5] Groundwater vulnerability analysis of Tunisian coastal aquifer: An application of DRASTIC index method in GIS environment
    Zghibi, Adel
    Merzougui, Amira
    Chenini, Ismail
    Ergaieg, Karim
    Zouhri, Lahcen
    Tarhouni, Jamila
    [J]. Groundwater for Sustainable Development, 2016, 2-3 : 169 - 181
  • [6] Groundwater vulnerability and risk mapping of the Angad transboundary aquifer using DRASTIC index method in GIS environment
    Boughriba, Mimoun
    Barkaoui, Alae-eddine
    Zarhloule, Yassine
    Lahmer, Zakariae
    El Houadi, Boubker
    Verdoya, Massimo
    [J]. ARABIAN JOURNAL OF GEOSCIENCES, 2010, 3 (02) : 207 - 220
  • [7] Groundwater vulnerability and risk mapping of the Angad transboundary aquifer using DRASTIC index method in GIS environmentانجاز خارطة هشاشة المواد المائية و خارطة المخاطر الخاصة بالمائدة المائية لمنطقة أنكاد الحدودية باستخدام الأنموذج الدراستيكى المدمج في نظم المعلومات الجغرافية
    Mimoun Boughriba
    Alae-eddine Barkaoui
    Yassine Zarhloule
    Zakariae Lahmer
    Boubker El Houadi
    Massimo Verdoya
    [J]. Arabian Journal of Geosciences, 2010, 3 (2) : 207 - 220
  • [8] Assessment and Estimating Groundwater Vulnerability to Pollution Using a Modified DRASTIC and GODS Models (Case Study: Malayer Plain of Iran)
    Hosseini, Maryam
    Saremi, Ali
    [J]. CIVIL ENGINEERING JOURNAL-TEHRAN, 2018, 4 (02): : 433 - 442
  • [9] A supervised committee machine artificial intelligent for improving DRASTIC method to assess groundwater contamination risk: a case study from Tabriz plain aquifer, Iran
    Barzegar, Rahim
    Moghaddam, Asghar Asghari
    Baghban, Hamed
    [J]. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2016, 30 (03) : 883 - 899
  • [10] Hybridization of DRASTIC Method to Assess Future GroundWater Vulnerability Scenarios: Case of the Tebessa-Morsott Alluvial Aquifer (Northeastern Algeria)
    Boufekane, Abdelmadjid
    Belloula, Moufida
    Busico, Gianluigi
    Drias, Tarek
    Reghais, Azzeddine
    Maizi, Djamel
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (18):