Multi-hazard exposure mapping under climate crisis using random forest algorithm for the Kalimantan Islands, Indonesia

Data-driven predictions of the time remaining until critical global warming thresholds are reached

(2023) Noah S. Diffenbaugh et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Peatland Fire Weather Conditions in Central Kalimantan, Indonesia

(2023) Aswin Usup et al.   Fire

Forest fire susceptibility assessment using google earth engine in Gangwon-do, Republic of Korea

(2022) Yong Piao et al.   Geomatics Natural Hazards & Risk

A GIS-Based Landslide Susceptibility Mapping and Variable Importance Analysis Using Artificial Intelligent Training-Based Methods

(2022) Pengxiang Zhao et al.   Remote Sensing

A machine learning approach in spatial predicting of landslides and flash flood susceptible zones for a road network

(2022) Hang Ha et al.   Modeling Earth Systems and Environment

Farmers' lives and adaptation strategies toward the forest and peatland fires in Indonesia: Evidence from Central and South Kalimantan, Indonesia

(2022) ZUHUD ROZAKI et al.   Biodiversitas

Shifting conflict into collaboration: peatland fires mitigation in the biosphere conservation transition zone in Sumatra, Indonesia

(2022) Rijal Ramdani et al.   INTERNATIONAL JOURNAL OF WILDLAND FIRE

The Kalimantan Forest Fires: An Actor Analysis Based on Supreme Court Documents in Indonesia

(2021) Eko Priyo Purnomo et al.   Sustainability

Large group activity security risk assessment and risk early warning based on random forest algorithm

(2021) Yanyu Chen et al.   PATTERN RECOGNITION LETTERS

Spatial modeling and susceptibility zonation of landslides using random forest, naïve bayes and K-nearest neighbor in a complicated terrain

(2021) Sherif Ahmed Abu El-Magd et al.   Earth Science Informatics

A multi-hazard map-based flooding, gully erosion, forest fires, and earthquakes in Iran

(2021) Soheila Pouyan et al.   Scientific Reports

Forest fire spreading and carbon concentration identification in tropical region Indonesia

(2021) Evizal Abdul Kadir et al.   Alexandria Engineering Journal

Assessing costs of Indonesian fires and the benefits of restoring peatland

(2021) L. Kiely et al.   Nature Communications

Proposing novel ensemble approach of particle swarm optimized and machine learning algorithms for drought vulnerability mapping in Jharkhand, India

(2021) Sunil Saha et al.   Geocarto International

Flood Risk Mapping by Remote Sensing Data and Random Forest Technique

(2021) Hadi Farhadi et al.   Water

Assessing and mapping multi-hazard risk susceptibility using a machine learning technique

(2020) Hamid Reza Pourghasemi et al.   Scientific Reports

Changing wildfire, changing forests: the effects of climate change on fire regimes and vegetation in the Pacific Northwest, USA

(2020) Jessica E. Halofsky et al.   Fire Ecology

Use of Mamdani Fuzzy Algorithm for Multi-Hazard Susceptibility Assessment in a Developing Urban Settlement (Mamak, Ankara, Turkey)

(2020) Tugce Yanar et al.   ISPRS International Journal of Geo-Information

Prediction of droughts over Pakistan using machine learning algorithms

(2020) Najeebullah Khan et al.   ADVANCES IN WATER RESOURCES

A machine learning framework for multi-hazards modeling and mapping in a mountainous area

(2020) Saleh Yousefi et al.   Scientific Reports

Rainfall-Induced Landslide Prediction Using Machine Learning Models: The Case of Ngororero District, Rwanda

(2020) Martin Kuradusenge et al.   International Journal of Environmental Research and Public Health

Multi-Hazard Exposure Mapping Using Machine Learning for the State of Salzburg, Austria

(2020) Thimmaiah Gudiyangada Nachappa et al.   Remote Sensing

Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan

(2019) Jie Dou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A global multi-hazard risk analysis of road and railway infrastructure assets

(2019) E. E. Koks et al.   Nature Communications

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

(2019) Ljubomir Gigović et al.   Forests

Multi-hazard probability assessment and mapping in Iran

(2019) Hamid Reza Pourghasemi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia

(2019) Omid Rahmati et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Biofuel production and phycoremediation by Chlorella sp . ISTLA1 isolated from landfill site

(2018) Arti Mishra et al.   BIORESOURCE TECHNOLOGY

What causes deforestation in Indonesia?

(2018) Kemen G Austin et al.   Environmental Research Letters

Perceptions across scales of governance and the Indonesian peatland fires

(2017) Rachel Carmenta et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Application of Support Vector Machine, Random Forest, and Genetic Algorithm Optimized Random Forest Models in Groundwater Potential Mapping

(2017) Seyed Amir Naghibi et al.   WATER RESOURCES MANAGEMENT

Changing disturbance regimes, ecological memory, and forest resilience

(2016) Jill F Johnstone et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Changes to extreme wave climates of islands within the Western Tropical Pacific throughout the 21st century under RCP 4.5 and RCP 8.5, with implications for island vulnerability and sustainability

(2016) James B. Shope et al.   GLOBAL AND PLANETARY CHANGE

A review of the relationships between drought and forest fire in the United States

(2016) Jeremy S. Littell et al.   GLOBAL CHANGE BIOLOGY

Correlation and variable importance in random forests

(2016) Baptiste Gregorutti et al.   STATISTICS AND COMPUTING

Evaluating landslide hazards using RCP 4.5 and 8.5 scenarios

(2014) Ho Gul Kim et al.   Environmental Earth Sciences

Wildland fire emissions, carbon, and climate: Wildfire–climate interactions

(2013) Yongqiang Liu et al.   FOREST ECOLOGY AND MANAGEMENT

Relationships between climate and macroscale area burned in the western United States

(2013) John T. Abatzoglou et al.   INTERNATIONAL JOURNAL OF WILDLAND FIRE

Tropical forests and global change: filling knowledge gaps

(2013) Pieter A. Zuidema et al.   TRENDS IN PLANT SCIENCE

Giant eucalypts - globally unique fire-adapted rain-forest trees?

(2012) D. Y. P. Tng et al.   NEW PHYTOLOGIST

Tropical forest susceptibility to and risk of fire under changing climate: A review of fire nature, policy and institutions in Indonesia

(2011) Hety Herawati et al.   FOREST POLICY AND ECONOMICS

Effect of repeated fires on land-cover change on peatland in southern Central Kalimantan, Indonesia, from 1973 to 2005

(2011) Agata Hoscilo et al.   INTERNATIONAL JOURNAL OF WILDLAND FIRE

Adaptation and risk management

(2011) Roger N. Jones et al.   Wiley Interdisciplinary Reviews-Climate Change

Vulnerability and Resilience of Tropical Forest Species to Land-Use Change

(2009) NIGEL E. STORK et al.   CONSERVATION BIOLOGY

A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests

(2009) Craig D. Allen et al.   FOREST ECOLOGY AND MANAGEMENT

Designing payments for ecosystem services: Lessons from previous experience with incentive-based mechanisms

(2008) B. K. Jack et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A review of recent climate variability and climate change in southeastern Australia

(2007) Bradley F. Murphy et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY