A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

A Simplified, Object-Based Framework for Efficient Landslide Inventorying Using LIDAR Digital Elevation Model Derivatives

(2019) Michael Bunn et al.   Remote Sensing

A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)

(2019) Dieu Tien Bui et al.   SENSORS

Climate-Triggered Insect Defoliators and Forest Fires Using Multitemporal Landsat and TerraClimate Data in NE Iran: An Application of GEOBIA TreeNet and Panel Data Analysis

(2019) Omid Abdi   SENSORS

Mapping of shallow landslides with object-based image analysis from unmanned aerial vehicle data

(2019) Resul Comert et al.   ENGINEERING GEOLOGY

Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas

(2019) Sepideh Tavakkoli Piralilou et al.   Remote Sensing

Spatial modelling of gully erosion in Mazandaran Province, northern Iran

(2018) Mohsen Zabihi et al.   CATENA

Large-scale mapping of gully-affected areas: An approach integrating Google Earth images and terrain skeleton information

(2018) Kai Liu et al.   GEOMORPHOLOGY

The potentials of Sentinel-2 and LandSat-8 data in green infrastructure extraction, using object based image analysis (OBIA) method

(2018) S M Labib et al.   European Journal of Remote Sensing

A novel ensemble approach of bivariate statistical-based logistic model tree classifier for landslide susceptibility assessment

(2018) Wei Chen et al.   Geocarto International

A new GIS-based technique using an adaptive neuro-fuzzy inference system for land subsidence susceptibility mapping

(2018) Omid Ghorbanzadeh et al.   Journal of Spatial Science

A new GIS-based data mining technique using an adaptive neuro-fuzzy inference system (ANFIS) and k-fold cross-validation approach for land subsidence susceptibility mapping

(2018) Omid Ghorbanzadeh et al.   NATURAL HAZARDS

Spatial Modelling of Gully Erosion Using GIS and R Programing: A Comparison among Three Data Mining Algorithms

(2018) Alireza Arabameri et al.   Applied Sciences-Basel

Sustainable Urban Transport Planning Considering Different Stakeholder Groups by an Interval-AHP Decision Support Model

(2018) Omid Ghorbanzadeh et al.   Sustainability

Gully erosion zonation mapping using integrated geographically weighted regression with certainty factor and random forest models in GIS

(2018) Alireza Arabameri et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

SegOptim—A new R package for optimizing object-based image analyses of high-spatial resolution remotely-sensed data

(2018) João Gonçalves et al.   International Journal of Applied Earth Observation and Geoinformation

Evaluation of different machine learning models for predicting and mapping the susceptibility of gully erosion

(2017) Omid Rahmati et al.   GEOMORPHOLOGY

Performance assessment of individual and ensemble data-mining techniques for gully erosion modeling

(2017) Hamid Reza Pourghasemi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Object-based water body extraction model using Sentinel-2 satellite imagery

(2017) Gordana Kaplan et al.   European Journal of Remote Sensing

Multi-criteria risk evaluation by integrating an analytical network process approach into GIS-based sensitivity and uncertainty analyses

(2017) Omid Ghorbanzadeh et al.   Geomatics Natural Hazards & Risk

Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN)

(2017) Bahareh Kalantar et al.   Geomatics Natural Hazards & Risk

Reducing Sediment Connectivity Through man-Made and Natural Sediment Sinks in the Minizr Catchment, Northwest Ethiopia

(2016) Mulatie Mekonnen et al.   LAND DEGRADATION & DEVELOPMENT

Gully erosion susceptibility mapping: the role of GIS-based bivariate statistical models and their comparison

(2016) Omid Rahmati et al.   NATURAL HAZARDS

Evaluating ephemeral gully erosion impact on Zea mays L. yield and economics using AnnAGNPS

(2016) Hao Li et al.   SOIL & TILLAGE RESEARCH

Quantifying temporal changes in gully erosion areas with object oriented analysis

(2015) Rajesh B.V. Shruthi et al.   CATENA

The impact of permanent gullies on present-day land use and agriculture in loess areas (E. Poland)

(2015) Wojciech Zgłobicki et al.   CATENA

Gully Erosion Mapping Using Object-Based and Pixel-Based Image Classification Methods

(2015) A. KARAMI et al.   ENVIRONMENTAL & ENGINEERING GEOSCIENCE

Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree

(2015) Dieu Tien Bui et al.   Landslides

Using topographical attributes to evaluate gully erosion proneness (susceptibility) in two mediterranean basins: advantages and limitations

(2015) Álvaro Gómez-Gutiérrez et al.   NATURAL HAZARDS

Automatic Case-Based Reasoning Approach for Landslide Detection: Integration of Object-Oriented Image Analysis and a Genetic Algorithm

(2015) Jie Dou et al.   Remote Sensing

Object-based gully system prediction from medium resolution imagery using Random Forests

(2014) Rajesh B.V. Shruthi et al.   GEOMORPHOLOGY

Object-Based Image Analysis and Digital Terrain Analysis for Locating Landslides in the Urmia Lake Basin, Iran

(2014) Thomas Blaschke et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Automated parameterisation for multi-scale image segmentation on multiple layers

(2014) L. Drăguţ et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Potential of weight of evidence modelling for gully erosion hazard assessment in Mbire District – Zimbabwe

(2014) F. Dube et al.   PHYSICS AND CHEMISTRY OF THE EARTH

A Quantitative Study of Gully Erosion Based on Object-Oriented Analysis Techniques: A Case Study in Beiyanzikou Catchment of Qixia, Shandong, China

(2014) Tao Wang et al.   TheScientificWorldJOURNAL

Detection of Gully-Affected Areas by Applying Object-Based Image Analysis (OBIA) in the Region of Taroudannt, Morocco

(2014) Sebastian d'Oleire-Oltmanns et al.   Remote Sensing

Landslide susceptibility mapping at Vaz Watershed (Iran) using an artificial neural network model: a comparison between multilayer perceptron (MLP) and radial basic function (RBF) algorithms

(2013) Mohammad Zare et al.   Arabian Journal of Geosciences

A GIS-based approach for gully erosion susceptibility modelling: a test in Sicily, Italy

(2013) Christian Conoscenti et al.   Environmental Earth Sciences

Producing a landslide inventory map using pixel-based and object-oriented approaches optimized by Taguchi method

(2013) Vahid Moosavi et al.   GEOMORPHOLOGY

Gully erosion susceptibility assessment by means of GIS-based logistic regression: A case of Sicily (Italy)

(2013) Christian Conoscenti et al.   GEOMORPHOLOGY

Identifying potential areas of Cannabis sativa plantations using object-based image analysis of SPOT-5 satellite data

(2013) Alessandra Lisita et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2013) Taskin Kavzoglu et al.   Landslides

Using sediment tracing to assess processes and spatial patterns of erosion in grazed rangelands, Burdekin River basin, Australia

(2012) Scott N. Wilkinson et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Gully erosion in sub-tropical south-east Queensland, Australia

(2012) Nina E. Saxton et al.   GEOMORPHOLOGY

GeoEye-1 and WorldView-2 pan-sharpened imagery for object-based classification in urban environments

(2012) M.A. Aguilar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Support Vector Machines for Landslide Susceptibility Mapping: The Staffora River Basin Case Study, Italy

(2012) Cristiano Ballabio et al.   Mathematical Geosciences

River loads of suspended solids, nitrogen, phosphorus and herbicides delivered to the Great Barrier Reef lagoon

(2011) Frederieke J. Kroon et al.   MARINE POLLUTION BULLETIN

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

Water quality as a regional driver of coral biodiversity and macroalgae on the Great Barrier Reef

(2010) Glenn De'ath et al.   ECOLOGICAL APPLICATIONS

Ensemble-based classifiers

(2009) Lior Rokach   ARTIFICIAL INTELLIGENCE REVIEW

Incorporating uncertainty in gully erosion calculations using the random forests modelling approach

(2009) Petra M. Kuhnert et al.   ENVIRONMETRICS

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Thresholds for channel initiation at road drain outlets

(2008) I. Takken et al.   CATENA