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Earth Science

D-Index
37
Citations
5102
World Ranking
6873
National Ranking
351

Overview

Marten Geertsema is affiliated with the University of Northern British Columbia in Canada. Their research spans multiple areas within environmental and earth sciences, focusing on natural hazards and geophysical phenomena.

The main fields of study for Marten Geertsema include Environmental Science with 54 publications and Earth and Planetary Sciences contributing 40 publications. Within these broader domains, subfields such as Atmospheric Science, Management, Monitoring, Policy and Law, and Global and Planetary Change are also represented in their work. Other subfields associated with their publications are Mechanical Engineering and Pulmonary and Respiratory Medicine.

The primary topics of research covered by Marten Geertsema involve landslides and related hazards, cryospheric studies and observations, climate change and permafrost, and flood risk assessment and management. Additional topics include fire effects on ecosystems, tree root and stability studies, and winter sports injuries and performance.

Their publication record features notable papers such as:

  • Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier (2020, Remote Sensing)
  • The formation and impact of landslide dams - State of the art (2020, Earth-Science Reviews)
  • Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm (2020, Geoscience Frontiers)
  • Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms (2021, Remote Sensing)
  • Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran (2020, Forests)

Marten Geertsema frequently publishes in the following venues:

  • Landslides
  • Remote Sensing
  • Forests
  • Zenodo (CERN European Organization for Nuclear Research)
  • Geophysical Research Letters

Their collaborations include coauthors with whom they have published multiple times:

  • John J. Clague (13 coauthored works)
  • Himan Shahabi (8 coauthored works)
  • Ataollah Shirzadi (7 coauthored works)
  • Nadhir Al-Ansari (6 coauthored works)
  • Dan H. Shugar (6 coauthored works)

Beyond journal articles, Marten Geertsema has contributed to book publications. One such book is Integrated Disaster Risk Management: From Earth Sciences to Policy Making, published by Frontiers Media in 2022.

Best Publications

  • Geomorphic and geologic controls of geohazards induced by Nepal’s 2015 Gorkha earthquake

    J. S. Kargel;G. J. Leonard;D. H. Shugar;U. K. Haritashya

  • An overview of recent large catastrophic landslides in northern British Columbia, Canada

    Marten Geertsema;John J. Clague;James W. Schwab;Stephen G. Evans

  • Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier

    Himan Shahabi;Ataollah Shirzadi;Kayvan Ghaderi;Ebrahim Omidvar

  • The formation and impact of landslide dams – State of the art

    Xuanmei Fan;Anja Dufresne;Srikrishnan Siva Subramanian;Alexander Strom

  • High mountain areas

    Regine Hock;Golam Rasul;Carolina Adler;Bolivar Cáceres

  • Ice Loss and Slope Stability in High-Mountain Regions

    Philip Deline;Stephan Gruber;Reynald Delaloye;Luzia Fischer

  • Influence of landslides on biophysical diversity — A perspective from British Columbia

    Marten Geertsema;James J. Pojar

  • Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm

    Himan Shahabi;Ataollah Shirzadi;Somayeh Ronoud;Shahrokh Asadi

  • Increasing rock-avalanche size and mobility in Glacier Bay National Park and Preserve, Alaska detected from 1984 to 2016 Landsat imagery

    Jeffrey A. Coe;Erin K. Bessette-Kirton;Erin K. Bessette-Kirton;Marten Geertsema

  • The 2015 landslide and tsunami in Taan Fiord, Alaska

    Bretwood Higman;Dan H. Shugar;Colin P. Stark;Göran Ekström

  • Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms

    Laleh Ghayour;Aminreza Neshat;Sina Paryani;Himan Shahabi

  • Environmental Impact of Landslides

    Marten Geertsema;Lynn Highland;Laura Vaugeouis

  • Shallow landslide prediction using a novel hybrid functional machine learning algorithm

    Dieu Tien Bui;Himan Shahabi;Ebrahim Omidvar;Ataollah Shirzadi

  • New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed

    Dieu Tien Bui;Ataollah Shirzadi;Himan Shahabi;Marten Geertsema

  • Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran

    Viet Ha Nhu;Ataollah Shirzadi;Himan Shahabi;Wei Chen

  • A large rockslide-debris avalanche in cohesive soil at Pink Mountain, northeastern British Columbia, Canada

    Marten Geertsema;Oldrich Hungr;James W. Schwab;Stephen G. Evans

  • The 28 November 2020 Landslide, Tsunami, and Outburst Flood – A Hazard Cascade Associated With Rapid Deglaciation at Elliot Creek, British Columbia, Canada

    Unknown

  • Landslide Detection and Susceptibility Modeling on Cameron Highlands (Malaysia): A Comparison between Random Forest, Logistic Regression and Logistic Model Tree Algorithms

    Viet-Ha Nhu;Ayub Mohammadi;Himan Shahabi;Baharin Bin Ahmad

  • Relations between climate change and mass movement: Perspectives from the Canadian Cordillera and the European Alps

    Marta Chiarle;Marten Geertsema;Giovanni Mortara;John J. Clague

  • The Zymoetz River rock avalanche, June 2002, British Columbia, Canada

    N. Boultbee;D. Stead;J. Schwab;M. Geertsema

  • Exploration of continuous seismic recordings with a machine learning approach to document 20 yr of landslide activity in Alaska

    C. Hibert;D. Michéa;D. Michéa;F. Provost;J. P. Malet

  • Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms

    Viet-Ha Nhu;Himan Shahabi;Ebrahim Nohani;Ataollah Shirzadi

Frequent Co-Authors

John J. Clague
John J. Clague Simon Fraser University
Himan Shahabi
Himan Shahabi University of Kurdistan
Ataollah Shirzadi
Ataollah Shirzadi University of Kurdistan
Patrick J. Lynett
Patrick J. Lynett University of Southern California
Stephan Gruber
Stephan Gruber Carleton University
Jeremy G. Venditti
Jeremy G. Venditti Simon Fraser University
Peter J. Haeussler
Peter J. Haeussler United States Geological Survey
Baharin Bin Ahmad
Baharin Bin Ahmad University of Technology Malaysia
Göran Ekström
Göran Ekström Lamont-Doherty Earth Observatory
Andreas Kääb
Andreas Kääb University of Oslo

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