4,941
Views
116
CrossRef citations to date
0
Altmetric
Original Articles

A comparative assessment of prediction capabilities of modified analytical hierarchy process (M-AHP) and Mamdani fuzzy logic models using Netcad-GIS for forest fire susceptibility mapping

, &
Pages 861-885 | Received 31 May 2014, Accepted 01 Nov 2014, Published online: 01 Dec 2014

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (12)

Ezzaddin Abdullah Al-Atesh, Yani Rahmawati, Noor Amila Wan Abdullah Zawawi & Christiono Utomo. (2023) A decision-making model for supporting selection of green building materials. International Journal of Construction Management 23:5, pages 922-933.
Read now
Yong Piao, Dongkun Lee, Sangjin Park, Ho Gul Kim & Yihua Jin. (2022) Forest fire susceptibility assessment using google earth engine in Gangwon-do, Republic of Korea. Geomatics, Natural Hazards and Risk 13:1, pages 432-450.
Read now
Romulus Costache, Quoc Bao Pham, Alireza Arabameri, Daniel Constantin Diaconu, Iulia Costache, Anca Crăciun, Nicu Ciobotaru, Manish Pandey, Aman Arora, Sk Ajim Ali, Binh Thai Pham, Hoang Nguyen, Hoang Anh Tuan & Mohammadtaghi Avand. (2022) Flash-flood propagation susceptibility estimation using weights of evidence and their novel ensembles with multicriteria decision making and machine learning. Geocarto International 37:25, pages 8361-8393.
Read now
Abebe Debele Tolche, Megersa Adugna Gurara, Quoc Bao Pham & Duong Tran Anh. (2022) Modelling and accessing land degradation vulnerability using remote sensing techniques and the analytical hierarchy process approach. Geocarto International 37:24, pages 7122-7142.
Read now
A. A. Komolafe, B. S. Awe, I. E. Olorunfemi & P. G. Oguntunde. (2020) Modelling flood-prone area and vulnerability using integration of multi-criteria analysis and HAND model in the Ogun River Basin, Nigeria. Hydrological Sciences Journal 65:10, pages 1766-1783.
Read now
Hassan Abedi Gheshlaghi, Bakhtiar Feizizadeh & Thomas Blaschke. (2020) GIS-based forest fire risk mapping using the analytical network process and fuzzy logic. Journal of Environmental Planning and Management 63:3, pages 481-499.
Read now
Haftu Abrha & Kelali Adhana. (2019) Desa’a national forest reserve susceptibility to fire under climate change. Forest Science and Technology 15:3, pages 140-146.
Read now
Hoang Nguyen, Mohammad Mehrabi, Bahareh Kalantar, Hossein Moayedi & Mu’azu Mohammed Abdullahi. (2019) Potential of hybrid evolutionary approaches for assessment of geo-hazard landslide susceptibility mapping. Geomatics, Natural Hazards and Risk 10:1, pages 1667-1693.
Read now
Biswajeet Pradhan, Ahmed Ali Alazhari Moneir & Ratiranjan Jena. (2018) Sand dune risk assessment in Sabha region, Libya using Landsat 8, MODIS, and Google Earth Engine images. Geomatics, Natural Hazards and Risk 9:1, pages 1280-1305.
Read now
Faming Huang, Chi Yao, Weiping Liu, Yijing Li & Xiaowen Liu. (2018) Landslide susceptibility assessment in the Nantian area of China: a comparison of frequency ratio model and support vector machine. Geomatics, Natural Hazards and Risk 9:1, pages 919-938.
Read now
Mohsen Mostafa, Shaban Shataee Jouibary, Majid Lotfalian & Amir Sadoddin. (2017) Watershed road network analysis with an emphasis on fire fighting management. Journal of Environmental Engineering and Landscape Management 25:4, pages 342-353.
Read now

Articles from other publishers (104)

Michaelmary Chukwu, Xiao Huang, Bo Peng & Isaac Oloruntimilehin. (2023) Flood Risk Evaluation Using AHP-Based Model and GIS Technique: A Case Study of Ethiope East and West Local Government Areas, Nigeria. Journal of the Indian Society of Remote Sensing.
Crossref
Mohammad Pishahang, Stefan Jovcic, Sarfaraz Hashemkhani Zolfani, Vladimir Simic & Ömer Faruk Görçün. (2023) MCDM-Based Wildfire Risk Assessment: A Case Study on the State of Arizona. Fire 6:12, pages 449.
Crossref
Farzin Shabani, Mahyat Shafapourtehrany, Mohsen Ahmadi, Bahareh Kalantar, Haluk Özener, Kieran Clancy, Atefeh Esmaeili, Ricardo Siqueira da Silva, Linda J. Beaumont, John Llewelyn, Simon Jones & Alessandro Ossola. (2023) Habitat in flames: How climate change will affect fire risk across koala forests. Environmental Technology & Innovation 32, pages 103331.
Crossref
Xin Li, Yiguo Xue, Fanmeng Kong, Zhiqiang Li & Guangkun Li. (2023) Analysis and prediction of the river levee settlement derived from shield tunneling considering the excavation face stability. Acta Geotechnica.
Crossref
Zhizhou Zhu, Shuliang Zhang, Yaru Zhang, Rui Yao & Hengxu Jin. (2023) Integrating flood risk assessment and management based on HV-SS model: A case study of the Pearl River Delta, China. International Journal of Disaster Risk Reduction 96, pages 103963.
Crossref
Trang Thi Kieu Tran, Sayed M. Bateni, Fatemeh Rezaie, Mahdi Panahi, Changhyun Jun, Clay Trauernicht & Christopher M.U. Neale. (2023) Enhancing predictive ability of optimized group method of data handling (GMDH) method for wildfire susceptibility mapping. Agricultural and Forest Meteorology 339, pages 109587.
Crossref
K. C. Niraj, Ankit Singh & Dericks Praise Shukla. (2023) Effect of the Normalized Difference Vegetation Index (NDVI) on GIS-Enabled Bivariate and Multivariate Statistical Models for Landslide Susceptibility Mapping. Journal of the Indian Society of Remote Sensing 51:8, pages 1739-1756.
Crossref
Kanda Naveen Babu, Rahul Gour, Kurian Ayushi, Narayanan Ayyappan & Narayanaswamy Parthasarathy. (2023) Environmental drivers and spatial prediction of forest fires in the Western Ghats biodiversity hotspot, India: An ensemble machine learning approach. Forest Ecology and Management 540, pages 121057.
Crossref
Gudikandhula Narasimha Rao, Peddada Jagadeeswara Rao, Rajesh Duvvuru, Kondapalli Beulah, E. Laxmi Lydia, Prasanthi Rathnala, Bangaru Balakrishna & Vijaya Raju Motru. (2023) Neural fuzzy system design in forest fire detection. Microsystem Technologies.
Crossref
Raymond Seyeram Nkonu, Mary Antwi, Mark Amo-Boateng & Benjamin Wullobayi Dekongmen. (2023) GIS-based multi-criteria analytical hierarchy process modelling for urban flood vulnerability analysis, Accra Metropolis. Natural Hazards 117:2, pages 1541-1568.
Crossref
Arman Nur Ikhsan, Danang Sri Hadmoko & Prima Widayani. (2023) Spatial Modeling of Forest and Land Fire Susceptibility Using the Information Value Method in Kotawaringin Barat Regency, Indonesia. Fire 6:4, pages 170.
Crossref
Ashok Parajuli, Syed Amir Manzoor & Martin Lukac. (2023) Areas of the Terai Arc landscape in Nepal at risk of forest fire identified by fuzzy analytic hierarchy process. Environmental Development 45, pages 100810.
Crossref
Jayshree Das, Susanta Mahato, Pawan Kumar Joshi & Yuei-An Liou. (2023) Forest Fire Susceptibility Zonation in Eastern India Using Statistical and Weighted Modelling Approaches. Remote Sensing 15:5, pages 1340.
Crossref
Mahmoud M. Abd-el-Kader, Ahmed M. El-Feky, Mohamed Saber, Maged M. AlHarbi, Abed Alataway & Faisal M. Alfaisal. (2023) Designating Appropriate Areas for Flood Mitigation and Rainwater Harvesting in Arid Region Using a GIS-based Multi-criteria Decision Analysis. Water Resources Management 37:3, pages 1083-1108.
Crossref
Mahyat Shafapourtehrany. (2023) Geospatial Wildfire Risk Assessment from Social, Infrastructural and Environmental Perspectives: A Case Study in Queensland Australia. Fire 6:1, pages 22.
Crossref
Georgios Zagalikis. 2023. Climate Change and Fires [Working Title]. Climate Change and Fires [Working Title].
Fatih Sivrikaya, Gonca Ece Özcan & Korhan Enez. 2023. Analytic Hierarchy Process - Models, Methods, Concepts, and Applications [Working Title]. Analytic Hierarchy Process - Models, Methods, Concepts, and Applications [Working Title].
Sanu Dolui. 2023. Water, Land, and Forest Susceptibility and Sustainability. Water, Land, and Forest Susceptibility and Sustainability 401 452 .
Hossein Moayedi & Mohammad Ali Salehi Amin Khasmakhi. (2022) Wildfire susceptibility mapping using two empowered machine learning algorithms. Stochastic Environmental Research and Risk Assessment 37:1, pages 49-72.
Crossref
Sk Ajim Ali, Farhana Parvin & Rukhsar Anjum. 2023. Emerging Technologies for Water Supply, Conservation and Management. Emerging Technologies for Water Supply, Conservation and Management 209 234 .
Brijesh Yadav, Lal Chand Malav, Raimundo Jiménez-Ballesta, Chiranjeev Kumawat, Abhik Patra, Abhishek Patel, Abhishek Jangir, Mahaveer Nogiya, Roshan Lal Meena, Pravash Chandra Moharana, Nirmal Kumar, Ram Prasad Sharma, Lala Ram Yadav, Gangalakunta P. Obi Reddy & Banshi Lal Mina. (2022) Modeling and Assessment of Land Degradation Vulnerability in Arid Ecosystem of Rajasthan Using Analytical Hierarchy Process and Geospatial Techniques. Land 12:1, pages 106.
Crossref
Slobodan Milanović, Jan Kaczmarowski, Mariusz Ciesielski, Zoran Trailović, Miłosz Mielcarek, Ryszard Szczygieł, Mirosław Kwiatkowski, Radomir Bałazy, Michał Zasada & Sladjan D. Milanović. (2022) Modeling and Mapping of Forest Fire Occurrence in the Lower Silesian Voivodeship of Poland Based on Machine Learning Methods. Forests 14:1, pages 46.
Crossref
Burcu TEZCAN & Tamer EREN. (2022) Orman Yangınına Sebep Olan Kriterlerin Bulanık Ortamda DeğerlendirilmesiEvaluation Of Criteria That Cause Forest Fires In Fuzzy Environment. Journal of Polytechnic.
Crossref
Yongqi Pang, Yudong Li, Zhongke Feng, Zemin Feng, Ziyu Zhao, Shilin Chen & Hanyue Zhang. (2022) Forest Fire Occurrence Prediction in China Based on Machine Learning Methods. Remote Sensing 14:21, pages 5546.
Crossref
Nikita Dorodnykh, Olga Nikolaychuk, Julia Pestova & Aleksandr Yurin. (2022) Forest Fire Risk Forecasting with the Aid of Case-Based Reasoning. Applied Sciences 12:17, pages 8761.
Crossref
Leandro de Souza Camargo, Corbiniano Silva, Luiz Claudio Gomes Pimentel, Rodrigo Werner da Silva, Marco Antonio Basques Sobrinho & Luiz Landau. (2022) Geotechnologies as decision support strategies for the identification of fire-susceptible areas in Rio de Janeiro State. Environmental Monitoring and Assessment 194:8.
Crossref
Laxmi Kant Sharma, Rajit Gupta & Naureen Fatima. (2022) Assessing the predictive efficacy of six machine learning algorithms for the susceptibility of Indian forests to fire. International Journal of Wildland Fire 31:8, pages 735-758.
Crossref
Ahad Hasan Tanim, Erfan Goharian & Hamid Moradkhani. (2022) Integrated socio-environmental vulnerability assessment of coastal hazards using data-driven and multi-criteria analysis approaches. Scientific Reports 12:1.
Crossref
Ahsen Maqsoom, Bilal Aslam, Umer Khalil, Zaheer Abbas Kazmi, Sheheryar Azam, Tahir Mehmood & Ahsan Nawaz. (2021) Landslide susceptibility mapping along the China Pakistan Economic Corridor (CPEC) route using multi-criteria decision-making method. Modeling Earth Systems and Environment 8:2, pages 1519-1533.
Crossref
Sarkawt G. Salar, Arsalan Ahmed Othman, Sabri Rasooli, Salahalddin S. Ali, Zaid T. Al-Attar & Veraldo Liesenberg. (2022) GIS-Based Modeling for Vegetated Land Fire Prediction in Qaradagh Area, Kurdistan Region, Iraq. Sustainability 14:10, pages 6194.
Crossref
Fatih Sivrikaya & Ömer Küçük. (2022) Modeling forest fire risk based on GIS-based analytical hierarchy process and statistical analysis in Mediterranean region. Ecological Informatics 68, pages 101537.
Crossref
Mohadeseh Ghanbari Motlagh, Ahmad Abbasnezhad Alchin & Maryam Daghestani. (2022) Detection of high fire risk areas in Zagros Oak forests using geospatial methods with GIS techniques. Arabian Journal of Geosciences 15:9.
Crossref
Ekundayo ADESİNA, Adewale ADEWUYİ, Olaniyi ABDUMALİK, Gbenga MORENİKEJİ & Daniel NJOKU. (2022) Geomorphic Assessment of Flood Hazard Within the Urban Area of Chanchaga Local Government Area, Minna, Nigeria. International Journal of Environment and Geoinformatics 9:1, pages 102-115.
Crossref
Abdullah Al Saim & Mohamed H. Aly. (2022) Machine Learning for Modeling Wildfire Susceptibility at the State Level: An Example from Arkansas, USA. Geographies 2:1, pages 31-47.
Crossref
George Darko, Shuoben Bi, Isaac Sarfo, Solomon Obiri Yeboah Amankwah, Folorunso Ewumi Azeez, Emmanuel Yeboah, Collins Oduro, Emmanuel Adu Gyamfi Kedjanyi, Bright Archer & Andrews Awuah. (2021) Impacts of climate hazards on coastal livelihoods in Ghana: the case of Ningo-Prampram in the Greater Accra region. Environment, Development and Sustainability 24:1, pages 1445-1474.
Crossref
Zhongzhi Li, Yufeng Huang, Xiaoxue Li & Lei Xu. (2020) Wildland Fire Burned Areas Prediction Using Long Short-Term Memory Neural Network with Attention Mechanism. Fire Technology 57:6, pages 1-23.
Crossref
Annan Yang, Chunmei Wang, Guowei Pang, Yongqing Long, Lei Wang, Richard M. Cruse & Qinke Yang. (2021) Gully Erosion Susceptibility Mapping in Highly Complex Terrain Using Machine Learning Models. ISPRS International Journal of Geo-Information 10:10, pages 680.
Crossref
Meriame Mohajane, Romulus Costache, Firoozeh Karimi, Quoc Bao Pham, Ali Essahlaoui, Hoang Nguyen, Giovanni Laneve & Fatiha Oudija. (2021) Application of remote sensing and machine learning algorithms for forest fire mapping in a Mediterranean area. Ecological Indicators 129, pages 107869.
Crossref
Ahsen Maqsoom, Bilal Aslam, Muhammad Awais, Usman Hassan, Wesam Salah Alaloul, Muhammad Ali Musarat & Muhammad Irshad Qureshi. (2021) Efficiency of multiple hybrid techniques for the earthquake physical susceptibility mapping: the case of Abbottabad District, Pakistan. Environmental Earth Sciences 80:19.
Crossref
Ivan Novkovic, Goran B. Markovic, Djordje Lukic, Slavoljub Dragicevic, Marko Milosevic, Snezana Djurdjic, Ivan Samardzic, Tijana Lezaic & Marija Tadic. (2021) GIS-Based Forest Fire Susceptibility Zonation with IoT Sensor Network Support, Case Study—Nature Park Golija, Serbia. Sensors 21:19, pages 6520.
Crossref
Pengcheng Zhao, Fuquan Zhang, Haifeng Lin & Shuwen Xu. (2021) GIS-Based Forest Fire Risk Model: A Case Study in Laoshan National Forest Park, Nanjing. Remote Sensing 13:18, pages 3704.
Crossref
Verônica Satomi Kazama, Ana Paula Dalla Corte, Renato Cesar Gonçalves Robert, Carlos Roberto Sanquetta, Julio Eduardo Arce, Kauê Augusto Oliveira-Nascimento & Daniel DeArmond. (2021) Global review on forest road optimization planning: Support for sustainable forest management in Amazonia. Forest Ecology and Management 492, pages 119159.
Crossref
Mohsen Naderpour, Hossein Mojaddadi Rizeei & Fahimeh Ramezani. (2021) Forest Fire Risk Prediction: A Spatial Deep Neural Network-Based Framework. Remote Sensing 13:13, pages 2513.
Crossref
Mahyat Shafapour Tehrany, Haluk Özener, Bahareh Kalantar, Naonori Ueda, Mohammad Reza Habibi, Fariborz Shabani, Vahideh Saeidi & Farzin Shabani. (2021) Application of an Ensemble Statistical Approach in Spatial Predictions of Bushfire Probability and Risk Mapping. Journal of Sensors 2021, pages 1-31.
Crossref
Ridalin Lamat, Mukesh Kumar, Arnab Kundu & Deepak Lal. (2021) Forest fire risk mapping using analytical hierarchy process (AHP) and earth observation datasets: a case study in the mountainous terrain of Northeast India. SN Applied Sciences 3:4.
Crossref
Nguyen Ba Dung, Nguyen Quoc Long, Dang Tran An & Dang Tuyet Minh. (2021) Multi-geospatial flood hazard modelling for a large and complex river basin with data sparsity: a case study of the Lam River Basin, Vietnam. Earth Systems and Environment.
Crossref
Saleh Yousefi, Hamid Reza Pourghasemi, Mohammadtaghi Avand, Saeid Janizadeh, Shahla Tavangar & M. Santosh. (2020) Assessment of land degradation using machine‐learning techniques: A case of declining rangelands. Land Degradation & Development 32:3, pages 1452-1466.
Crossref
Hassan Abedi Gheshlaghi, Bakhtiar Feizizadeh, Thomas Blaschke, Tobia Lakes & Sapna Tajbar. (2020) Forest fire susceptibility modeling using hybrid approaches. Transactions in GIS 25:1, pages 311-333.
Crossref
Xiaoying Zhang. (2021) Prediction of fire risk based on cloud computing. Alexandria Engineering Journal 60:1, pages 1537-1544.
Crossref
Muntadher Aidi Shareef, Mohammed Hashim Ameen & Qayssar Mahmood Ajaj. (2021) CHANGE DETECTION AND GIS-BASED FUZZY AHP TO EVALUATE THE DEGRADATION AND RECLAMATION LAND OF TIKRIT CITY, IRAQ. Geodesy and cartography 46:4, pages 194-203.
Crossref
Anuj Tiwari, Mohammad Shoab & Abhilasha Dixit. (2020) GIS-based forest fire susceptibility modeling in Pauri Garhwal, India: a comparative assessment of frequency ratio, analytic hierarchy process and fuzzy modeling techniques. Natural Hazards 105:2, pages 1189-1230.
Crossref
Narayan Kayet. 2021. Spatial Modeling in Forest Resources Management. Spatial Modeling in Forest Resources Management 281 295 .
Ayub Mohammadi, Sadra Karimzadeh, Khalil Valizadeh Kamran & Masashi Matsuoka. (2020) Extraction of Land Information, Future Landscape Changes and Seismic Hazard Assessment: A Case Study of Tabriz, Iran. Sensors 20:24, pages 7010.
Crossref
Devin Justman, C. Gabriel Creason, Kelly Rose & Jennifer Bauer. (2020) A knowledge-data framework and geospatial fuzzy logic-based approach to model and predict structural complexity. Journal of Structural Geology 141, pages 104153.
Crossref
Sayed Naeim Emami, Saleh Yousefi, Hamid Reza Pourghasemi, Shahla Tavangar & M. Santosh. (2020) A comparative study on machine learning modeling for mass movement susceptibility mapping (a case study of Iran). Bulletin of Engineering Geology and the Environment 79:10, pages 5291-5308.
Crossref
Abdul Qayum, Firoz Ahmad, Rakesh Arya & Rajesh Kumar Singh. (2020) Predictive modeling of forest fire using geospatial tools and strategic allocation of resources: eForestFire. Stochastic Environmental Research and Risk Assessment 34:12, pages 2259-2275.
Crossref
Ana Novo, Noelia Fariñas-Álvarez, Joaquín Martínez-Sánchez, Higinio González-Jorge, José María Fernández-Alonso & Henrique Lorenzo. (2020) Mapping Forest Fire Risk—A Case Study in Galicia (Spain). Remote Sensing 12:22, pages 3705.
Crossref
Saeedeh Eskandari, Jessica R. Miesel & Hamid Reza Pourghasemi. (2020) The temporal and spatial relationships between climatic parameters and fire occurrence in northeastern Iran. Ecological Indicators 118, pages 106720.
Crossref
Saleh Yousefi, Hamid Reza Pourghasemi, Sayed Naeim Emami, Omid Rahmati, Shahla Tavangar, Soheila Pouyan, John P. Tiefenbacher, Shahbaz Shamsoddini & Mohammad Nekoeimehr. (2020) Assessing the susceptibility of schools to flood events in Iran. Scientific Reports 10:1.
Crossref
Fuquan Zhang, Pengcheng Zhao, Shuwen Xu, Yin Wu, Xubing Yang & Yan Zhang. (2020) Integrating multiple factors to optimize watchtower deployment for wildfire detection. Science of The Total Environment 737, pages 139561.
Crossref
Saeedeh Eskandari, Mahdis Amiri, Nitheshnirmal Sãdhasivam & Hamid Reza Pourghasemi. (2020) Comparison of new individual and hybrid machine learning algorithms for modeling and mapping fire hazard: a supplementary analysis of fire hazard in different counties of Golestan Province in Iran. Natural Hazards 104:1, pages 305-327.
Crossref
Omid Ghorbanzadeh, Khalil Didehban, Hamid Rasouli, Khalil Kamran, Bakhtiar Feizizadeh & Thomas Blaschke. (2020) An Application of Sentinel-1, Sentinel-2, and GNSS Data for Landslide Susceptibility Mapping. ISPRS International Journal of Geo-Information 9:10, pages 561.
Crossref
Stavros Sakellariou, Pedro Cabral, Mário Caetano, Filiberto Pla, Marco Painho, Olga Christopoulou, Athanassios Sfougaris, Nicolas Dalezios & Christos Vasilakos. (2020) Remotely Sensed Data Fusion for Spatiotemporal Geostatistical Analysis of Forest Fire Hazard. Sensors 20:17, pages 5014.
Crossref
Sufia Rehman, Mehebub Sahana, Shyamal Dutta, Haroon Sajjad, Xuang Song, Kashif Imdad & Jie Dou. (2020) Assessing subsidence susceptibility to coal mining using frequency ratio, statistical index and Mamdani fuzzy models: evidence from Raniganj coalfield, India. Environmental Earth Sciences 79:16.
Crossref
Saleh Yousefi, Hamid Reza Pourghasemi, Sayed Naeim Emami, Soheila Pouyan, Saeedeh Eskandari & John P. Tiefenbacher. (2020) A machine learning framework for multi-hazards modeling and mapping in a mountainous area. Scientific Reports 10:1.
Crossref
Hamid Reza Pourghasemi, Nitheshnirmal Sadhasivam, Saleh Yousefi, Shahla Tavangar, Hamid Ghaffari Nazarlou & M. Santosh. (2020) Using machine learning algorithms to map the groundwater recharge potential zones. Journal of Environmental Management 265, pages 110525.
Crossref
Hamid Reza Pourghasemi, Amiya Gayen, Mohsen Edalat, Mehrdad Zarafshar & John P. Tiefenbacher. (2020) Is multi-hazard mapping effective in assessing natural hazards and integrated watershed management?. Geoscience Frontiers 11:4, pages 1203-1217.
Crossref
Meisam Moharrami, Amin Naboureh, Thimmaiah Gudiyangada Nachappa, Omid Ghorbanzadeh, Xudong Guan & Thomas Blaschke. (2020) National-Scale Landslide Susceptibility Mapping in Austria Using Fuzzy Best-Worst Multi-Criteria Decision-Making. ISPRS International Journal of Geo-Information 9:6, pages 393.
Crossref
Danish Farooq, Sarbast Moslem, Rana Faisal Tufail, Omid Ghorbanzadeh, Szabolcs Duleba, Ahsen Maqsoom & Thomas Blaschke. (2020) Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures. International Journal of Environmental Research and Public Health 17:6, pages 1893.
Crossref
Peyman Yariyan, Mohammadtaghi Avand, Fariba Soltani, Omid Ghorbanzadeh & Thomas Blaschke. (2020) Earthquake Vulnerability Mapping Using Different Hybrid Models. Symmetry 12:3, pages 405.
Crossref
I. S. Sineva & M. D. Molovtsev. (2020) An Integrated Approach to the Regression Problem in Forest Fires Detection. An Integrated Approach to the Regression Problem in Forest Fires Detection.
Zhilu Chang, Zhen Du, Fan Zhang, Faming Huang, Jiawu Chen, Wenbin Li & Zizheng Guo. (2020) Landslide Susceptibility Prediction Based on Remote Sensing Images and GIS: Comparisons of Supervised and Unsupervised Machine Learning Models. Remote Sensing 12:3, pages 502.
Crossref
Hamid Reza Pourghasemi, Amiya Gayen, Mahdi Panahi, Fatemeh Rezaie & Thomas Blaschke. (2019) Multi-hazard probability assessment and mapping in Iran. Science of The Total Environment 692, pages 556-571.
Crossref
Mohsen Naderpour, Hossein Mojaddadi Rizeei, Nima Khakzad & Biswajeet Pradhan. (2019) Forest fire induced Natech risk assessment: A survey of geospatial technologies. Reliability Engineering & System Safety 191, pages 106558.
Crossref
Bahram Choubin, Moslem Borji, Amir Mosavi, Farzaneh Sajedi-Hosseini, Vijay P. Singh & Shahaboddin Shamshirband. (2019) Snow avalanche hazard prediction using machine learning methods. Journal of Hydrology 577, pages 123929.
Crossref
Deying Li, Faming Huang, Liangxuan Yan, Zhongshan Cao, Jiawu Chen & Zhou Ye. (2019) Landslide Susceptibility Prediction Using Particle-Swarm-Optimized Multilayer Perceptron: Comparisons with Multilayer-Perceptron-Only, BP Neural Network, and Information Value Models. Applied Sciences 9:18, pages 3664.
Crossref
Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia & Jagannath Aryal. (2019) Forest Fire Susceptibility and Risk Mapping Using Social/Infrastructural Vulnerability and Environmental Variables. Fire 2:3, pages 50.
Crossref
Trung Thanh Dang, Yongqiang Cheng, Joanne Mann, Ken Hawick & Qingde Li. (2019) Fire Risk Prediction Using Multi-Source Data: A case study in Humberside area. Fire Risk Prediction Using Multi-Source Data: A case study in Humberside area.
Ying Xie & Minggang Peng. (2018) Forest fire forecasting using ensemble learning approaches. Neural Computing and Applications 31:9, pages 4541-4550.
Crossref
Omid Ghorbanzadeh, Khalil Valizadeh Kamran, Thomas Blaschke, Jagannath Aryal, Amin Naboureh, Jamshid Einali & Jinhu Bian. (2019) Spatial Prediction of Wildfire Susceptibility Using Field Survey GPS Data and Machine Learning Approaches. Fire 2:3, pages 43.
Crossref
Ratiranjan Jena & Biswajeet Pradhan. (2019) Earthquake Vulnerability Assessment using Expert-based Approach in GIS. Earthquake Vulnerability Assessment using Expert-based Approach in GIS.
Hassan Abedi Gheshlaghi. (2019) Using GIS to Develop a Model for Forest Fire Risk Mapping. Journal of the Indian Society of Remote Sensing 47:7, pages 1173-1185.
Crossref
Mahyat Shafapour Tehrany, Simon Jones, Farzin Shabani, Francisco Martínez-Álvarez & Dieu Tien Bui. (2018) A novel ensemble modeling approach for the spatial prediction of tropical forest fire susceptibility using LogitBoost machine learning classifier and multi-source geospatial data. Theoretical and Applied Climatology 137:1-2, pages 637-653.
Crossref
Hossein Moayedi, Mohammad Mehrabi, Mansour Mosallanezhad, Ahmad Safuan A. Rashid & Biswajeet Pradhan. (2018) Modification of landslide susceptibility mapping using optimized PSO-ANN technique. Engineering with Computers 35:3, pages 967-984.
Crossref
Haoyuan Hong, Abolfazl Jaafari & Eric K. Zenner. (2019) Predicting spatial patterns of wildfire susceptibility in the Huichang County, China: An integrated model to analysis of landscape indicators. Ecological Indicators 101, pages 878-891.
Crossref
Ljubomir Gigović, Hamid Reza Pourghasemi, Siniša Drobnjak & Shibiao Bai. (2019) Testing a New Ensemble Model Based on SVM and Random Forest in Forest Fire Susceptibility Assessment and Its Mapping in Serbia’s Tara National Park. Forests 10:5, pages 408.
Crossref
Sajid Ali, Peter Biermanns, Rashid Haider & Klaus Reicherter. (2019) Landslide susceptibility mapping by using a geographic information system (GIS) along the China–Pakistan Economic Corridor (Karakoram Highway), Pakistan. Natural Hazards and Earth System Sciences 19:5, pages 999-1022.
Crossref
Dieu Tien Bui, Nhat-Duc Hoang & Pijush Samui. (2019) Spatial pattern analysis and prediction of forest fire using new machine learning approach of Multivariate Adaptive Regression Splines and Differential Flower Pollination optimization: A case study at Lao Cai province (Viet Nam). Journal of Environmental Management 237, pages 476-487.
Crossref
Abolfazl Jaafari, Eric K. Zenner, Mahdi Panahi & Himan Shahabi. (2019) Hybrid artificial intelligence models based on a neuro-fuzzy system and metaheuristic optimization algorithms for spatial prediction of wildfire probability. Agricultural and Forest Meteorology 266-267, pages 198-207.
Crossref
Qayssar M. Ajaj, Muntadher A. Shareef, Abed T. Jasim, Sumaya F. Hasan, Abbas M. Noori & Nihad D. Hassan. (2019) An AHP-based GIS for a New Hospital Site Selection in the Kirkuk Governorate. An AHP-based GIS for a New Hospital Site Selection in the Kirkuk Governorate.
Abolfazl Jaafari & Hamid Reza Pourghasemi. 2019. Spatial Modeling in GIS and R for Earth and Environmental Sciences. Spatial Modeling in GIS and R for Earth and Environmental Sciences 607 619 .
Gigović Ljubomir, Dragan Pamučar, Siniša Drobnjak & Hamid Reza Pourghasemi. 2019. Spatial Modeling in GIS and R for Earth and Environmental Sciences. Spatial Modeling in GIS and R for Earth and Environmental Sciences 337 369 .
Aiding Kornejady, Hamid Reza Pourghasemi & Sayed Fakhreddin Afzali. 2019. Landslides: Theory, Practice and Modelling. Landslides: Theory, Practice and Modelling 123 143 .
Omid Ghorbanzadeh, Sarbast Moslem, Thomas Blaschke & Szabolcs Duleba. (2018) Sustainable Urban Transport Planning Considering Different Stakeholder Groups by an Interval-AHP Decision Support Model. Sustainability 11:1, pages 9.
Crossref
Alireza Arabameri, Biswajeet Pradhan, Hamid Reza Pourghasemi, Khalil Rezaei & Norman Kerle. (2018) Spatial Modelling of Gully Erosion Using GIS and R Programing: A Comparison among Three Data Mining Algorithms. Applied Sciences 8:8, pages 1369.
Crossref
Haoyuan Hong, Paraskevas Tsangaratos, Ioanna Ilia, Junzhi Liu, A-Xing Zhu & Chong Xu. (2018) Applying genetic algorithms to set the optimal combination of forest fire related variables and model forest fire susceptibility based on data mining models. The case of Dayu County, China. Science of The Total Environment 630, pages 1044-1056.
Crossref
Mahyat Shafapour Tehrany & Lalit Kumar. (2018) The application of a Dempster–Shafer-based evidential belief function in flood susceptibility mapping and comparison with frequency ratio and logistic regression methods. Environmental Earth Sciences 77:13.
Crossref
Michael Leuenberger, Joana Parente, Marj Tonini, Mário Gonzalez Pereira & Mikhail Kanevski. (2018) Wildfire susceptibility mapping: Deterministic vs. stochastic approaches. Environmental Modelling & Software 101, pages 194-203.
Crossref
M. H. Nami, A. Jaafari, M. Fallah & S. Nabiuni. (2017) Spatial prediction of wildfire probability in the Hyrcanian ecoregion using evidential belief function model and GIS. International Journal of Environmental Science and Technology 15:2, pages 373-384.
Crossref
Nizar Hamadeh, Ali Karouni, Bassam Daya & Pierre Chauvet. 2018. Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016. Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016 747 762 .
Hamid Reza Pourghasemi & Mauro Rossi. (2016) Landslide susceptibility modeling in a landslide prone area in Mazandarn Province, north of Iran: a comparison between GLM, GAM, MARS, and M-AHP methods. Theoretical and Applied Climatology 130:1-2, pages 609-633.
Crossref
Yungi Kim, Jongwoo An & Jangmyung Lee. (2017) Robust Navigational System for a Transporter Using GPS/INS Fusion. IEEE Transactions on Industrial Electronics, pages 1-1.
Crossref
Tarmo K. Remmel & Ajith H. Perera. 2017. Mapping Forest Landscape Patterns. Mapping Forest Landscape Patterns 105 145 .
Ashok Parajuli, Sayed Amir Manzoor & Martin Lukac. (2022) Areas of the Terai Arc Landscape in Nepal at Risk of Forest Fire Identified by Fuzzy Analytic Hierarchy Process. SSRN Electronic Journal.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.