Doing more with less: A comparative assessment between morphometric indices and machine learning models for automated gully pattern extraction (A case study: Dashtiari region, Sistan and Baluchestan Province)

Autor: Kornejady, Aiding, Goli Jirandeh, Abbas, Alizadeh, Hadi, Sarvarinezhad, Alireza, Bameri, Abdollah, Lombardo, L., Conoscenti, Christian, Alizadeh, Amir, Karimi, Mahdi, Samadi, Mahmood, Silakhori, Esmaeil, Pourghasemi, H.R.

Publikováno v: Computers in Earth and Environmental Sciences
Computers in Earth and Environmental Sciences: Artificial Intelligence and Advanced Technologies in Hazards and Risk Management, 523-534
STARTPAGE=523;ENDPAGE=534;TITLE=Computers in Earth and Environmental Sciences

Deep gullies in the Dashtiari Region prompted us to couple different morphometric indices obtained from a UAV-derived DEM to automatically extract gully signatures. The extraction of gully signatures is commonly undertaken via pattern recognition tec

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::15b9b0668a5f445a2e6d1ecd6555487a
https://doi.org/10.1016/b978-0-323-89861-4.00007-5

Contributors

Autor: Abujayyab, Sohaib K.M., Aghaei, Maryam, Ahmad, Adeel, Ahmadloo, Fatemeh, Alexandris, Stavros G., Ali, Shakir, Ali Mahmoudi Sarab, Sajjad, Alizadeh, Amir, Alizadeh, Hadi, Amani, Meisam, Ameur-Zaimeche, Ouafi, Amin, Abdulfattah Ahmad, Amindin, Atiyeh, Amiri, Mahdis, Aouam, Charaf-Eddine, Asgari, Ebrahim, Babaei, Sedigheh, Baleghi, Yasser, Bameri, Abdollah, Bhardwaj, Anil, Bordbar, Mojgan, Boustan, Ali, Chandrasekhar, Trupti, Chen, Songchao, Chhetri, Asheer, Conoscenti, Christian, Dahal, Manju Sara, Danandeh Mehr, Ali, Dauji, Saha, de Jalón, Diego García, Demattê, José A.M., Ebrahimi, Payam, Ekhtesasi, Mohammad Reza, Elbeltagi, Ahmed, Emami, Sayed Naeim, Eskandari, Saeedeh, Fallah Shamsi, Seyed Rashid, Farajzadeh, Zakariya, Fathizad, Hassan, Fazelpoor, Khosro, Felegari, Shilan, Ganapathy, G.P., Gayathiri, E., Ghalley, Hemant, Ghanbarian, Gholamabbas, Ghorbanian, Arsalan, Gilani, Hammad, Gobinath, R., Golchin, Ahmad, Goli Jirandeh, Abbas, Golian, Mohsen, Haghighian, Farshad, Heddam, Salim, Heidari, Anis, Heidari, Bahram, Hosseinalizadeh, Mohsen, Hossini, Hooshyar, Jayanthi, J., Kakooei, Mohammad, Kalogeropoulos, Kleomenis, Karami, Sahar, Karavitis, Christos A., Karimi, Alireza, Karimi, Hazhir, Karimi, Mahdi, Kariminejad, Narges, Kaviani Rad, Abdullah, Kechiched, Rabah, Keesari, Tirumalesh, Khormali, Farhad, Khoshoui, Mojdeh Mohammadi, Kiani-Harchegani, Mahboobeh, Kim, Sungwon, Kisi, Ozgur, Kornejady, Aiding, Kouchaki, Elham, Kubíček, Petr, Lombardo, Luigi, Makkar, Sandhya, Maleki, Sedigheh, Malik, Anurag, Mallakpour, Iman, Martínez-Fernández, Vanesa, Masoudi, Masoud, Mehrabian, Ahmad Reza, Mohammady, Majid, Mokarram, Marzieh, Moosavi, Ali Akbar, Moravej, Kamran, Mosaffa, Hamidreza, Mostafavi, Hossein, Mostafazadeh, Raoof, Mozaffari, Hasan, Naghdyzadegan Jahromi, Mojtaba, Najafi, Zeynab, Nasab, Farzaneh Khajoei, Nascetti, Andrea, Nehzak, Hassan Khavarian, Nekooeimehr, Mohammad, Niazkar, Majid, Norbu, Rigzin, Oikonomou, Panagiotis D., Ostovari, Yaser, Paryani, Sina, Pasang, Sangey, Patra, Moujhuri, Poppiel, Raúl Roberto, Pourghasemi, Hamid Reza, Pourhashemi, Mehdi, Pouyan, Soheila, Prasad, Vishnu, Rabiei-Dastjerdi, Hamidreza, Ragunathan, M.G., Rahmanian, Soroor, Rastegarnia, Ahmad, Rodrigo-Comino, Jesús, Sadeghi, Mojtaba, Sadeghi, Shahriar, Sadeghinia, Majid, Salunkhe, Ashwini Arun, Salvacion, Arnold R., Samadi, Mahmood, Sarvarinezhad, Alireza, Şener, Erhan, Şener, Şehnaz, Shah, Munawar, Sharifi, Alireza, Sharifi Teshnizi, Ebrahim, Shaukat, Ifrah, Shekhar, Shashank, Shirazi, Safdar Ali, Silakhori, Esmaeil, Singh, Sukhdeep, Sinthuja, U., Stathopoulos, Nikolaos, Taghizadeh-Mehrjardi, Ruhollah, Talebi, Ali, Taşoğlu, Enes, Tayebi, Mahboobeh, Thavamani, S., Tiefenbacher, John P., Timsina, Suren, Tsesmelis, Demetrios E., Varol, Simge, Vasilakou, Constantina G., Wangchuk, Tshering, Yousefi, Saleh, Yousuf, Abrar, Zakeri-Anaraki, Sara, Zakwan, Mohammad, Zarei, Mehdi, Zervas, Efthimios, Zounemat-Kermani, Mohammad

Publikováno v: In Computers in Earth and Environmental Sciences 2022:xiii-xvi