A Geospatial Dataframe of Collapsed Buildings in Antakya City after the 2023 Kahramanmaraş Earthquakes Using Object Detection Based on YOLO and VHR Satellite Images

Authors: Ilmak, Dogu, Iban, Muzaffer Can, Zafer Seker, Dursun

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :3915-3919 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

SHAP-Driven Explainable Artificial Intelligence Framework for Wildfire Susceptibility Mapping Using MODIS Active Fire Pixels: An In-Depth Interpretation of Contributing Factors in Izmir, Türkiye.

Authors: Iban, Muzaffer Can¹ (AUTHOR) caniban@mersin.edu.tr, Aksu, Oktay² (AUTHOR) oktay.aksu@okan.edu.tr

Source: Remote Sensing. Aug2024, Vol. 16 Issue 15, p2842. 28p.

Subject Terms: *MACHINE learning, *ARTIFICIAL intelligence, *VEGETATION management, *RANDOM forest algorithms, *WIND speed, *WILDFIRES

Long-term ion hydration process and lithosphere-atmosphere coupling following the 2021 Fagradalsfjall volcanic eruption using remotely sensed data

Authors: Şentürk, Erman, Adil, Muhammad Arqim, Toker, Mustafa, Iban, Muzaffer Can, Akyürek, Özer

Source: Advances in space research. 71(8):3122-3139

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100185915811.0x000001&indx=1&recIds=ETOCvdc_100185915811.0x000001

Remote Sensing-Enabled Urban Growth Simulation Overlaid with AHP-GIS-Based Urban Land Suitability for Potential Development in Mersin Metropolitan Area, Türkiye.

Authors: Sahin, Ezgi¹, ezgisahin.9600@gmail.com, Iban, Muzaffer Can², caniban@mersin.edu.tr, Bilgilioglu, Suleyman Sefa³, sbilgilioglu@aksaray.edu.tr

Source: Applied Sciences (2076-3417); Apr2024, Vol. 14 Issue 8, p3484, 27p

An explainable model for the mass appraisal of residences: The application of tree-based Machine Learning algorithms and interpretation of value determinants

Authors: Iban, Muzaffer Can

Source: In Habitat International October 2022 128

Machine learning based wildfire susceptibility mapping using remotely sensed fire data and GIS: A case study of Adana and Mersin provinces, Turkey

Authors: Iban, Muzaffer Can, Sekertekin, Aliihsan

Source: In Ecological Informatics July 2022 69

Machine learning regression models for prediction of multiple ionospheric parameters

Authors: Iban, Muzaffer Can, Şentürk, Erman

Source: In Advances in Space Research 1 February 2022 69(3):1319-1334

Lessons from approaches to informal housing and non-compliant development in Turkey: An in-depth policy analysis with a historical framework

Authors: Iban, Muzaffer Can

Source: In Land Use Policy December 2020 99

Identifying the source types of the seismic events using discriminant functions and tree-based machine learning algorithms at Soma Region, Turkey.

Authors: Yavuz, Evrim¹, evrim.yavuz@ibb.gov.tr, Iban, Muzaffer Can², Arpaz, Ercan³

Source: Environmental Earth Sciences; Jun2023, Vol. 82 Issue 11, p1-15, 15p, 2 Color Photographs, 7 Charts, 4 Graphs

A model for big spatial rural data infrastructure in Turkey: Sensor-driven and integrative approach

Authors: Iban, Muzaffer Can ^*, Aksu, Oktay

Source: In Land Use Policy February 2020 91

Considerations on the land management system approach in Turkey by the experiences of a case study

Authors: Aksu, Oktay, Iban, Muzaffer Can

Source: Survey review. 51(364):87-96

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100106377237.0x000001&indx=1&recIds=ETOCvdc_100106377237.0x000001

An interpretable probabilistic prediction algorithm for shield movement performance.

Authors: Zhang, Yapeng, Liu, Long, Wu, Jian, Zeng, Shaoxiang, Hu, Jianquan, Tao, Yuanqin, Huang, Yong, Zhou, Xuetao, Liang, Xu, Iban, Muzaffer Can, Moayedi, Hossein

Source: Frontiers in Earth Science; 2024, p1-14, 14p

Subject Terms: ALGORITHMS, DISTRIBUTION (Probability theory), FORECASTING, BOOSTING algorithms, MACHINE learning, THRUST

Geographic Terms: HANGZHOU (China)

Next-level vegetation health index forecasting: A ConvLSTM study using MODIS Time Series.

Authors: KARTAL, Serkan, IBAN, Muzaffer Can, SEKERTEKIN, Aliihsan

Source: Environmental Science & Pollution Research; Mar2024, Vol. 31 Issue 12, p18932-18948, 17p

Subject Terms: MODIS (Spectroradiometer), CONVOLUTIONAL neural networks, TIME series analysis, NORMALIZED difference vegetation index, ECOLOGICAL forecasting

Snow avalanche susceptibility mapping using novel tree-based machine learning algorithms (XGBoost, NGBoost, and LightGBM) with eXplainable Artificial Intelligence (XAI) approach.

Authors: IBAN, Muzaffer Can¹ (AUTHOR) caniban@mersin.edu.tr, BILGILIOGLU, Suleyman Sefa² (AUTHOR)

Source: Stochastic Environmental Research & Risk Assessment. Jun2023, Vol. 37 Issue 6, p2243-2270. 28p.

Subject Terms: *MACHINE learning, *ARTIFICIAL intelligence, *SKI resorts, *RANDOM forest algorithms, *HIGH temperatures

Geographic Terms: ITALY

PSI Spatially Constrained Clustering: The Sibari and Metaponto Coastal Plains.

Authors: Amoroso, Nicola, Cilli, Roberto, Nitti, Davide Oscar, Nutricato, Raffaele, Iban, Muzaffer Can, Maggipinto, Tommaso, Tangaro, Sabina, Monaco, Alfonso, Bellotti, Roberto

Source: Remote Sensing; May2023, Vol. 15 Issue 10, p2560, 16p

Subject Terms: COASTAL plains, TIME series analysis, AGRICULTURE, WORKFLOW

Geographic Terms: ITALY

Predicting and analyzing flood susceptibility using boosting-based ensemble machine learning algorithms with SHapley Additive exPlanations.

Authors: Aydin, Halit Enes, Iban, Muzaffer Can

Source: Natural Hazards; Apr2023, Vol. 116 Issue 3, p2957-2991, 35p

Subject Terms: MACHINE learning, FLOOD control, ARTIFICIAL intelligence, FLOODS, RIPARIAN areas

Geographic Terms: ADANA (Turkey), TURKEY

Machine learning-based snow depth retrieval using GNSS signal-to-noise ratio data.

Authors: Altuntas, Cemali¹, cemali@yildiz.edu.tr, Iban, Muzaffer Can², Şentürk, Erman³, Durdag, Utkan Mustafa⁴, Tunalioglu, Nursu¹

Source: GPS Solutions; Oct2022, Vol. 26 Issue 4, p1-12, 12p

Monitoring land use and land cover change near a nuclear power plant construction site: Akkuyu case, Turkey.

Authors: Iban, Muzaffer Can, Sahin, Ezgi

Source: Environmental Monitoring & Assessment; Oct2022, Vol. 194 Issue 10, p1-19, 19p

Subject Terms: LAND cover, LAND use, BUILDING sites, RANDOM forest algorithms, NUCLEAR power plants, DEHYDRATION

Geographic Terms: TURKEY

Company/Entity: GOOGLE Inc.

Monitoring burn severity and air pollutants in wildfire events using remote sensing data: the case of Mersin wildfires in summer 2021.

Alternate Title: Uzaktan algılama verileri ile orman yangınlarında yanma şiddetinin ve hava kirleticilerinin izlenmesi: 2021 yazı Mersin orman yangınları örneği.

Authors: İBAN, Muzaffer Can¹ caniban@mersin.edu.tr, ŞAHİN, Ezgi²

Source: Gümüshane Üniversitesi Fen Bilimleri Enstitüsü Dergisi. 2022, Vol. 12 Issue 2, p487-497. 11p.

Subject Terms: *REMOTE sensing, *WILDFIRE prevention, *WILDFIRES, *LAND surface temperature, *AIR pollutants

Geographic Terms: MERSIN (Mersin Ili, Turkey)

Türkiye Kırsal Arazi Kullanımına Yönelik Bir Konumsal Veri Altyapısının Modellenmesi. (Turkish)

Alternate Title: Modelling a Spatial Data Infrastructure towards Turkish Rural Land Use. (English)

Authors: İBAN, Muzaffer Can

Source: Geomatik; 2020, Vol. 5 Issue 3, p209-227, 19p