I. Colkesen

发表

An assessment of multivariate and bivariate approaches in landslide susceptibility mapping: a case study of Duzkoy district

T. Kavzoglu, E. Kutlug Sahin, I. Colkesen, 2015, Natural Hazards.

Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression

T. Kavzoglu, I. Colkesen, E. Sahin, 2014, Landslides.

Susceptibility mapping of shallow landslides using kernel-based Gaussian process, support vector machines and logistic regression

T. Kavzoglu, I. Colkesen, E. Sahin, 2016 .

Ensemble-based canonical correlation forest (CCF) for land use and land cover classification using sentinel-2 and Landsat OLI imagery

T. Kavzoglu, I. Colkesen, 2017 .

Selecting optimal conditioning factors in shallow translational landslide susceptibility mapping using genetic algorithm

T. Kavzoglu, I. Colkesen, E. Sahin, 2015 .

A comparative assessment of canonical correlation forest, random forest, rotation forest and logistic regression methods for landslide susceptibility mapping

T. Kavzoglu, I. Colkesen, E. Sahin, 2018, Geocarto International.

A comparative evaluation of state-of-the-art ensemble learning algorithms for land cover classification using WorldView-2, Sentinel-2 and ROSIS imagery

I. Colkesen, Muhammed Yusuf Ozturk, 2022, Arabian Journal of Geosciences.

A comparative evaluation of state-of-the-art ensemble learning algorithms for land cover classification using WorldView-2, Sentinel-2 and ROSIS imagery

I. Colkesen, Muhammed Yusuf Ozturk, 2022, Arabian Journal of Geosciences.

Multi-Seasonal Evaluation of Hybrid Poplar (P. Deltoides) Plantations Using Worldview-3 Imagery and State-Of-The-Art Ensemble Learning Algorithms

T. Kavzoglu, I. Colkesen, H. Tonbul, 2022, Advances in Space Research.

Poplar Tree Index (PTI): A New Vegetation Index for Monitoring Poplar Cultivated Areas

T. Kavzoglu, I. Colkesen, E. Ö. Yilmaz, 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

EVALUATION OF ATMOSPHERIC CORRECTION METHODS FOR SENTINEL-2 IMAGERY IN THE SPECTRAL IDENTIFICATION OF POPLAR ( POPULUS DELTOIDES BARTR.) SPECIES

T. Kavzoglu, I. Colkesen, H. Tonbul, 2021 .

A kernel functions analysis for support vector machines for land cover classification

Taskin Kavzoglu, Ismail Colkesen, T. Kavzoglu, 2009, Int. J. Appl. Earth Obs. Geoinformation.

An assessment of the effectiveness of a rotation forest ensemble for land-use and land-cover mapping

Taskin Kavzoglu, Ismail Colkesen, T. Kavzoglu, 2013 .

The use of logistic model tree (LMT) for pixel- and object-based classifications using high-resolution WorldView-2 imagery

Taskin Kavzoglu, Ismail Colkesen, T. Kavzoglu, 2017 .

Automated mucilage extraction index (AMEI): a novel spectral water index for identifying marine mucilage formations from Sentinel-2 imagery

T. Kavzoglu, I. Colkesen, U. Sefercik, 2023, International Journal of Remote Sensing.

Monitoring the changing position of coastlines using aerial and satellite image data: an example from the eastern coast of Trabzon, Turkey

Ismail Colkesen, Fevzi Karsli, Faik Ahmet Sesli, 2009, Environmental monitoring and assessment.

Performance analysis of advanced decision tree-based ensemble learning algorithms for landslide susceptibility mapping

Ismail Colkesen, Emrehan Kutlug Sahin, E. Kutlug Sahin, 2019, Geocarto International.

Object-based classification with rotation forest ensemble learning algorithm using very-high-resolution WorldView-2 image

Taskin Kavzoglu, Ismail Colkesen, Tahsin Yomralioglu, 2015 .

Daily monitoring of marine mucilage using the MODIS products: a case study of 2021 mucilage bloom in the Sea of Marmara, Turkey

T. Kavzoglu, I. Colkesen, A. Yagci, 2022, Environmental Monitoring and Assessment.

Machine Learning Techniques in Landslide Susceptibility Mapping: A Survey and a Case Study

Taskin Kavzoglu, Ismail Colkesen, Emrehan Kutlug Sahin, 2018, Landslides: Theory, Practice and Modelling.

Developing comprehensive geocomputation tools for landslide susceptibility mapping: LSM tool pack

Ismail Colkesen, Arif Cagdas Aydinoglu, Emrehan Kutlug Sahin, 2020, Comput. Geosci..

Selection of Optimal Object Features in Object-Based Image Analysis Using Filter-Based Algorithms

Taskin Kavzoglu, Ismail Colkesen, T. Kavzoglu, 2018, Journal of the Indian Society of Remote Sensing.

Implementing a mass valuation application on interoperable land valuation data model designed as an extension of the national GDI

Ismail Colkesen, Arif Cagdas Aydinoglu, Rabia Bovkir, 2020 .

EVALUATION OF EFFECTIVENESS OF PATCH BASED IMAGE CLASSIFICATION TECHNIQUE USING HIGH RESOLUTION WORLDVIEW-2 IMAGE

I. Colkesen, M. Y. Ozturk, 2021, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Pixel- and Object-Based Ensemble Learning for Forest Burn Severity Using USGS FIREMON and Mediterranean Condition dNBRs in Aegean Ecosystem (Turkey)

T. Kavzoglu, I. Colkesen, H. Tonbul, 2022, Advances in Space Research.

Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis

Taskin Kavzoglu, Hasan Tonbul, Ismail Colkesen, 2018, Journal of the Indian Society of Remote Sensing.

Comparative Evaluation of Decision-Forest Algorithms in Object-Based Land Use and Land Cover Mapping

Taskin Kavzoglu, Ismail Colkesen, T. Kavzoglu, 2019, Spatial Modeling in GIS and R for Earth and Environmental Sciences.

Construction and implementation of a poplar spectral library based on phenological stages for land cover classification using high-resolution satellite images

Elif Ozlem Yilmaz, T. Kavzoglu, I. Colkesen, 2024, International Journal of Remote Sensing.

The Use of Object-Based Image Analysis for Monitoring 2021 Marine Mucilage Bloom in the Sea of Marmara

T. Kavzoglu, I. Colkesen, H. Tonbul, 2021, International Journal of Environment and Geoinformatics.