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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

Remote sensing (Basel, Switzerland), 2020-01, Vol.12 (2), p.266

2020

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

Forests, 2019-08, Vol.10 (9), p.743

2019

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Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms

International journal of environmental research and public health, 2020-04, Vol.17 (8), p.2749

2020

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

Scientific reports, 2021-07, Vol.11 (1), p.14889-14889, Article 14889

2021

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Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm

Remote sensing (Basel, Switzerland), 2019-04, Vol.11 (8), p.931

2019

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Legacies of catastrophic rock slope failures in mountain landscapes

Earth-science reviews, 2008-02, Vol.87 (1), p.1-38

2008

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The cyclic expansion and contraction characteristics of a loess slope and implications for slope stability

Scientific reports, 2021-01, Vol.11 (1), p.2250-14, Article 2250

2021

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The sedimentology and geomorphology of rock avalanche deposits on glaciers

Sedimentology, 2011-12, Vol.58 (7), p.1762-1783

2011

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

Forests, 2020-04, Vol.11 (4), p.421

2020

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Transatlantic distribution of the Alaskan White River Ash

Geology (Boulder), 2014-10, Vol.42 (10), p.875-878

2014

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Reduction of Subsidence and Large-Scale Rebound in the Beijing Plain after Anthropogenic Water Transfer and Ecological Recharge of Groundwater: Evidence from Long Time-Series Satellites InSAR

Remote sensing (Basel, Switzerland), 2024-05, Vol.16 (9), p.1528

2024

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Landslide Deposit Erosion and Reworking Documented by Geomatic Surveys at Mount Meager, BC, Canada

Remote sensing (Basel, Switzerland), 2024-05, Vol.16 (9), p.1599

2024

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GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models

Applied sciences, 2020-03, Vol.10 (6), p.2039

2020

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Precursory slope distress prior to the 2010 Mount Meager landslide, British Columbia

Landslides, 2018-04, Vol.15 (4), p.637-647

2018

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Characterization of the Fels Landslide (Alaska) Using Combined Terrestrial, Aerial, and Satellite Remote Sensing Data

Remote sensing (Basel, Switzerland), 2024-01, Vol.16 (1), p.117

2024

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Impacts of Loss of Cryosphere in the High Mountains of Northwest North America

Quaternary, 2023-01, Vol.6 (1), p.1

2023

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Record of glacial Lake Missoula floods in glacial Lake Columbia, Washington

Quaternary science reviews, 2016-02, Vol.133, p.62-76

2016

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Poverty control policy may affect the transition of geological disaster risk in China

Humanities & social sciences communications, 2022-12, Vol.9 (1), p.1-7, Article 80

2022

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Study of a Steady-State Landscape Using Remote Sensing and Topographic Analysis

Remote sensing (Basel, Switzerland), 2023-05, Vol.15 (10), p.2583

2023

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Observations on the May 2019 Joffre Peak landslides, British Columbia

Landslides, 2020-04, Vol.17 (4), p.913-930

2020

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Flood susceptibility mapping using support vector regression and hyper‐parameter optimization

Journal of flood risk management, 2023-12, Vol.16 (4), p.n/a

2023

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

Engineering geology, 2006-02, Vol.83 (1), p.120-143

2006

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Geometry-Based Preliminary Quantification of Landslide-Induced Impulse Wave Attenuation in Mountain Lakes

Applied sciences, 2021-12, Vol.11 (24), p.11614

2021

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Is climate change responsible for changing landslide activity in high mountains?

Earth surface processes and landforms, 2012-01, Vol.37 (1), p.77-91

2012

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Statistical, remote sensing-based approach for estimating the probability of catastrophic drainage from moraine-dammed lakes in southwestern British Columbia

Global and planetary change, 2007-03, Vol.56 (1), p.153-171

2007

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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

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

Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms

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

Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm

Legacies of catastrophic rock slope failures in mountain landscapes

The cyclic expansion and contraction characteristics of a loess slope and implications for slope stability

The sedimentology and geomorphology of rock avalanche deposits on glaciers

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

Transatlantic distribution of the Alaskan White River Ash

Reduction of Subsidence and Large-Scale Rebound in the Beijing Plain after Anthropogenic Water Transfer and Ecological Recharge of Groundwater: Evidence from Long Time-Series Satellites InSAR

Landslide Deposit Erosion and Reworking Documented by Geomatic Surveys at Mount Meager, BC, Canada

GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models

Precursory slope distress prior to the 2010 Mount Meager landslide, British Columbia

Characterization of the Fels Landslide (Alaska) Using Combined Terrestrial, Aerial, and Satellite Remote Sensing Data

Impacts of Loss of Cryosphere in the High Mountains of Northwest North America

Record of glacial Lake Missoula floods in glacial Lake Columbia, Washington

Poverty control policy may affect the transition of geological disaster risk in China

Study of a Steady-State Landscape Using Remote Sensing and Topographic Analysis

Observations on the May 2019 Joffre Peak landslides, British Columbia

Flood susceptibility mapping using support vector regression and hyper‐parameter optimization

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

Geometry-Based Preliminary Quantification of Landslide-Induced Impulse Wave Attenuation in Mountain Lakes

Is climate change responsible for changing landslide activity in high mountains?

Statistical, remote sensing-based approach for estimating the probability of catastrophic drainage from moraine-dammed lakes in southwestern British Columbia

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