Testing a New Ensemble Model Based on SVM and Random Forest in Forest Fire Susceptibility Assessment and Its Mapping in Serbia’s Tara National Park

Foreword to the Special Issue on Machine Learning for Geospatial Data Analysis

(2018) Jan Wegner et al.   ISPRS International Journal of Geo-Information

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

(2017) Omid Rahmati et al.   GEOMORPHOLOGY

Application of GIS-Interval Rough AHP Methodology for Flood Hazard Mapping in Urban Areas

(2017) Ljubomir Gigović et al.   Water

A Support Vector Machine for Landslide Susceptibility Mapping in Gangwon Province, Korea

(2017) Saro Lee et al.   Sustainability

Investigation of general indicators influencing on forest fire and its susceptibility modeling using different data mining techniques

(2016) Zohre Sadat Pourtaghi et al.   ECOLOGICAL INDICATORS

A Novel Relevance Vector Machine Classifier with Cuckoo Search Optimization for Spatial Prediction of Landslides

(2016) Nhat-Duc Hoang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Tropical Forest Fire Susceptibility Mapping at the Cat Ba National Park Area, Hai Phong City, Vietnam, Using GIS-Based Kernel Logistic Regression

(2016) Dieu Tien Bui et al.   Remote Sensing

GIS-based forest fire susceptibility mapping in Iran: a comparison between evidential belief function and binary logistic regression models

(2015) Hamid Reza Pourghasemi   SCANDINAVIAN JOURNAL OF FOREST RESEARCH

Mapping regional forest fire probability using artificial neural network model in a Mediterranean forest ecosystem

(2015) Onur Satir et al.   Geomatics Natural Hazards & Risk

Comparison of the Data-Driven Random Forests Model and a Knowledge-Driven Method for Mineral Prospectivity Mapping: A Case Study for Gold Deposits Around the Huritz Group and Nueltin Suite, Nunavut, Canada

(2015) G. McKay et al.   Natural Resources Research

Forest fire susceptibility mapping in the Minudasht forests, Golestan province, Iran

(2014) Zohre Sadat Pourtaghi et al.   Environmental Earth Sciences

A comparative assessment of prediction capabilities of modified analytical hierarchy process (M-AHP) and Mamdani fuzzy logic models using Netcad-GIS for forest fire susceptibility mapping

(2014) Hamid reza Pourghasemi et al.   Geomatics Natural Hazards & Risk

Modeling human-caused forest fire ignition for assessing forest fire danger in Austria

(2013) N Arndt et al.   iForest-Biogeosciences and Forestry

Modeling spatial patterns of fire occurrence in Mediterranean Europe using Multiple Regression and Random Forest

(2012) Sandra Oliveira et al.   FOREST ECOLOGY AND MANAGEMENT

Environmental susceptibility model for predicting forest fire occurrence in the Western Ghats of India

(2012) Quentin Renard et al.   INTERNATIONAL JOURNAL OF WILDLAND FIRE

Wildfire ignition-distribution modelling: a comparative study in the Huron?Manistee National Forest, Michigan, USA

(2012) Avi Bar Massada et al.   INTERNATIONAL JOURNAL OF WILDLAND FIRE

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

(2012) Cristiano Ballabio et al.   Mathematical Geosciences

Modeling forest fire risk in the northeast of Iran using remote sensing and GIS techniques

(2012) Hamed Adab et al.   NATURAL HAZARDS

Evaluation of modelling techniques for forest site productivity prediction in contrasting ecoregions using stochastic multicriteria acceptability analysis (SMAA)

(2011) Wim Aertsen et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Comparison and ranking of different modelling techniques for prediction of site index in Mediterranean mountain forests

(2010) Wim Aertsen et al.   ECOLOGICAL MODELLING

Using Monte Carlo simulations to estimate relative fire ignition danger in a low-to-medium fire-prone region

(2010) Marco Conedera et al.   FOREST ECOLOGY AND MANAGEMENT

A model for predicting human-caused wildfire occurrence in the region of Madrid, Spain

(2010) Lara Vilar et al.   INTERNATIONAL JOURNAL OF WILDLAND FIRE

Support Vector Machines to Define and Detect Agitation Transition

(2010) G E Sakr et al.   IEEE Transactions on Affective Computing

Simulating dynamic and mixed-severity fire regimes: A process-based fire extension for LANDIS-II

(2009) Brian R. Sturtevant et al.   ECOLOGICAL MODELLING

Development of a framework for fire risk assessment using remote sensing and geographic information system technologies

(2009) Emilio Chuvieco et al.   ECOLOGICAL MODELLING

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

(2009) Petra M. Kuhnert et al.   ENVIRONMETRICS

Predicting forest fire in the Brazilian Amazon using MODIS imagery and artificial neural networks

(2009) Eduardo Eiji Maeda et al.   International Journal of Applied Earth Observation and Geoinformation