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Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

Computers & geosciences, 2015-08, Vol.81, p.1-11

2015

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Spatial prediction models for landslide hazards: review, comparison and evaluation

Natural hazards and earth system sciences, 2005-01, Vol.5 (6), p.853-862

Brenning, A.

2005

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Assessing fruit-tree crop classification from Landsat-8 time series for the Maipo Valley, Chile

Remote sensing of environment, 2015-12, Vol.171, p.234-244

2015

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Assessing the quality of landslide susceptibility maps – case study Lower Austria

Natural hazards and earth system sciences, 2014-01, Vol.14 (1), p.95-118

2014

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Permafrost distribution in the European Alps: calculation and evaluation of an index map and summary statistics

The cryosphere, 2012-07, Vol.6 (4), p.807-820

2012

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Quantifying dwarf shrub biomass in an arid environment: comparing empirical methods in a high dimensional setting

Remote sensing of environment, 2015-03, Vol.158, p.140-155

2015

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The influence of systematically incomplete shallow landslide inventories on statistical susceptibility models and suggestions for improvements

Landslides, 2017-10, Vol.14 (5), p.1767-1781

2017

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Hydrological and geomorphological significance of rock glaciers in the dry Andes, Chile (27°-33°S)

Permafrost and periglacial processes, 2010-01, Vol.21 (1), p.42-53

2010

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A statistical approach to modelling permafrost distribution in the European Alps or similar mountain ranges

The cryosphere, 2012-01, Vol.6 (1), p.125-140

2012

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Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province

Natural hazards and earth system sciences, 2015-01, Vol.15 (1), p.45-57

2015

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Forest harvesting is associated with increased landslide activity during an extreme rainstorm on Vancouver Island, Canada

Natural hazards and earth system sciences, 2015-06, Vol.15 (6), p.1311-1330

2015

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Vertical distribution of excess ice in icy sediments and its statistical estimation from geotechnical data (Tuktoyaktuk Coastlands and Anderson Plain, Northwest Territories)

Arctic science, 2023-06, Vol.9 (2), p.483-496

2023

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Status and evolution of the cryosphere in the Andes of Santiago (Chile, 33.5°S.)

Geomorphology (Amsterdam, Netherlands), 2010-06, Vol.118 (3), p.453-464

2010

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Geomorphic process rates of landslides along a humidity gradient in the tropical Andes

Geomorphology (Amsterdam, Netherlands), 2012-02, Vol.139, p.271-284

2012

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Spatial analysis of the risk of major forest diseases in Monterey pine plantations

Plant pathology, 2015-08, Vol.64 (4), p.880-889

2015

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Statistical estimation and generalized additive modeling of rock glacier distribution in the San Juan Mountains, Colorado, United States

Journal of Geophysical Research - Earth Surface, 2007-06, Vol.112 (F2), p.F02S15-n/a

2007

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Rock mass geomechanical properties to improve rockfall susceptibility assessment: a case study in Valchiavenna (SO)

IOP conference series. Earth and environmental science, 2021-08, Vol.833 (1), p.12180

2021

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Statistical analysis of topographic and climatic controls and multispectral signatures of rock glaciers in the dry Andes, Chile (27°-33°S)

Permafrost and periglacial processes, 2010-01, Vol.21 (1), p.54-66

2010

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Thermal remote sensing of ice-debris landforms using ASTER: an example from the Chilean Andes

The cryosphere, 2012-03, Vol.6 (2), p.367-382

2012

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The propagation of inventory-based positional errors into statistical landslide susceptibility models

Natural hazards and earth system sciences, 2016-12, Vol.16 (12), p.2729-2745

2016

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A Single Electron Transistor on an Atomic Force Microscope Probe

Nano letters, 2006-05, Vol.6 (5), p.937-941

2006

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Vegetation modulates the impact of climate extremes on gross primary production

Biogeosciences, 2021-01, Vol.18 (1), p.39-53

2021

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Towards generic real-time mapping algorithms for environmental monitoring and emergency detection

Stochastic environmental research and risk assessment, 2008-08, Vol.22 (5), p.601-611

2008

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Contrasting biosphere responses to hydrometeorological extremes: revisiting the 2010 western Russian heatwave

Biogeosciences, 2018-10, Vol.15 (20), p.6067-6085

2018

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Transfer learning for landslide susceptibility modeling using domain adaptation and case-based reasoning

Geoscientific Model Development, 2022-12, Vol.15 (23), p.8765-8784

2022

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Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

Spatial prediction models for landslide hazards: review, comparison and evaluation

Assessing fruit-tree crop classification from Landsat-8 time series for the Maipo Valley, Chile

Assessing the quality of landslide susceptibility maps – case study Lower Austria

Permafrost distribution in the European Alps: calculation and evaluation of an index map and summary statistics

Quantifying dwarf shrub biomass in an arid environment: comparing empirical methods in a high dimensional setting

The influence of systematically incomplete shallow landslide inventories on statistical susceptibility models and suggestions for improvements

Hydrological and geomorphological significance of rock glaciers in the dry Andes, Chile (27°-33°S)

A statistical approach to modelling permafrost distribution in the European Alps or similar mountain ranges

Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province

Forest harvesting is associated with increased landslide activity during an extreme rainstorm on Vancouver Island, Canada

Vertical distribution of excess ice in icy sediments and its statistical estimation from geotechnical data (Tuktoyaktuk Coastlands and Anderson Plain, Northwest Territories)

Status and evolution of the cryosphere in the Andes of Santiago (Chile, 33.5°S.)

Geomorphic process rates of landslides along a humidity gradient in the tropical Andes

Spatial analysis of the risk of major forest diseases in Monterey pine plantations

Statistical estimation and generalized additive modeling of rock glacier distribution in the San Juan Mountains, Colorado, United States

Rock mass geomechanical properties to improve rockfall susceptibility assessment: a case study in Valchiavenna (SO)

Statistical analysis of topographic and climatic controls and multispectral signatures of rock glaciers in the dry Andes, Chile (27°-33°S)

Thermal remote sensing of ice-debris landforms using ASTER: an example from the Chilean Andes

The propagation of inventory-based positional errors into statistical landslide susceptibility models

A Single Electron Transistor on an Atomic Force Microscope Probe

Vegetation modulates the impact of climate extremes on gross primary production

Towards generic real-time mapping algorithms for environmental monitoring and emergency detection

Contrasting biosphere responses to hydrometeorological extremes: revisiting the 2010 western Russian heatwave

Transfer learning for landslide susceptibility modeling using domain adaptation and case-based reasoning

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