Machine learning data-driven approaches for land use/cover mapping and trend analysis using Google Earth Engine

Bakhtiar Feizizadeh, Davoud Omarzadeh, Mohammad Kazemi Garajeh, +2

Journal of Environmental Planning and Management

Earth ObservationEnvironmental MonitoringMachine LearningEngineeringLand Use +23

A scenario-based approach for urban water management in the context of the COVID-19 pandemic and a case study for the Tabriz metropolitan area, Iran

Bakhtiar Feizizadeh, Davoud Omarzadeh, Zahra Ronagh, +3

The Science of The Total Environment

Scenario-based ApproachWater ResourcesWater ProblemGeographyWater Scarcity +6

Scenario-based analysis of the impacts of lake drying on food production in the Lake Urmia Basin of Northern Iran

Bakhtiar Feizizadeh, Tobia Lakes, Davoud Omarzadeh, +3

Scientific Reports

A comparison of the integrated fuzzy object-based deep learning approach and three machine learning techniques for land use/cover change monitoring and environmental impacts assessment

Bakhtiar Feizizadeh, Keyvan Mohammadzade Alajujeh, Tobia Lakes, +2

GIScience & Remote Sensing

A GIS-based multiple ecotourism sustainability assessment of West Azerbaijan province, Iran

Davoud Omarzadeh, Samereh Pourmoradian, Bakhtiar Feizizadeh, +3

Journal of Environmental Planning and Management

EngineeringEnvironmental Impact AssessmentSustainable DevelopmentEnvironmental PlanningMonitoring Sustainability +14

Health effects of shrinking hyper-saline lakes: spatiotemporal modeling of the Lake Urmia drought on the local population, case study of the Shabestar County

Bakhtiar Feizizadeh, Tobia Lakes, Davoud Omarzadeh, +1

Scientific Reports

A GIS-Based Spatiotemporal Modelling of Urban Traffic Accidents in Tabriz City during the COVID-19 Pandemic

Bakhtiar Feizizadeh, Davoud Omarzadeh, Ayyoob Sharifi, +3

Sustainability

Urban ModellingSeasonal VariationTraffic MedicineTraffic InjurySocial Sciences +20

Earthquake Aftermath from Very High-Resolution WorldView-2 Image and Semi-Automated Object-Based Image Analysis (Case Study: Kermanshah, Sarpol-e Zahab, Iran)

Davoud Omarzadeh, Sadra Karımzadeh, M. Matsuoka, +1

Remote Sensing

EngineeringMultispectral ImagingSurrounding ObjectsEarthquake ScenarioLand Cover +21

An integrated approach of artificial intelligence and geoinformation techniques applied to forest fire risk modeling in Gachsaran, Iran

Bakhtiar Feizizadeh, Davoud Omarzadeh, Vahid Mohammadnejad, +3

Journal of Environmental Planning and Management

Artificial IntelligenceIntegrated ApproachFire ModelingEngineeringData Science +13

An Integrated Approach to Assess Potential and Sustainability of Handmade Carpet Production in Different Areas of the East Azerbaijan Province of Iran

Samereh Pourmoradian, Ali Vandshoari, Davoud Omarzadeh, +3

Sustainability

Assess PotentialEngineeringGeographical Information SystemSustainable DevelopmentAgricultural Economics +18