Spatio-temporal analysis of forest fire events in the Margalla Hills, Islamabad, Pakistan using socio-economic and environmental variable data with machine learning methods

CA-Markov Chain Analysis of Seasonal Land Surface Temperature and Land Use Land Cover Change Using Optical Multi-Temporal Satellite Data of Faisalabad, Pakistan

(2020) Aqil Tariq et al.   Remote Sensing

Multi-Temporal Analysis of Forest Fire Probability Using Socio-Economic and Environmental Variables

(2019) Sea Kim et al.   Remote Sensing

Improving fire season definition by optimized temporal modelling of daily human-caused ignitions

(2018) S. Costafreda-Aumedes et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Using Landsat Spectral Indices in Time-Series to Assess Wildfire Disturbance and Recovery

(2018) Samuel Hislop et al.   Remote Sensing

Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran

(2016) Omid Rahmati et al.   CATENA

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

Multi-year MODIS active fire type classification over the Brazilian Tropical Moist Forest Biome

(2016) D. P. Roy et al.   International Journal of Digital Earth

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

Environmental values and fire hazard of eucalypt plantings

(2016) Meaghan Jenkins et al.   Ecosphere

Estimation of global black carbon direct radiative forcing and its uncertainty constrained by observations

(2016) Rong Wang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Multitemporal Modelling of Socio-Economic Wildfire Drivers in Central Spain between the 1980s and the 2000s: Comparing Generalized Linear Models to Machine Learning Algorithms

(2016) Lara Vilar et al.   PLoS One

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

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

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

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

The timing of vegetation fire occurrence in a human landscape

(2014) M.P. Plucinski   FIRE SAFETY JOURNAL

Landsat-8: Science and product vision for terrestrial global change research

(2014) D.P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

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

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

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

Evaluation of random forest method for agricultural crop classification

(2012) Asli Ozdarici Ok et al.   European Journal of Remote Sensing

Global and regional analysis of climate and human drivers of wildfire

(2011) Andrew Aldersley et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Letter to the Editor: Stability of Random Forest importance measures

(2010) M. L. Calle et al.   BRIEFINGS IN BIOINFORMATICS

Implications of changing climate for global wildland fire

(2009) Mike D. Flannigan et al.   INTERNATIONAL JOURNAL OF WILDLAND FIRE