Predicting sediment deposition rate in check-dams using machine learning techniques and high-resolution DEMs

Predicting gully occurrence at watershed scale: Comparing topographic indices and multivariate statistical models

(2020) Christian Conoscenti et al.   GEOMORPHOLOGY

Using Machine Learning-Based Algorithms to Analyze Erosion Rates of a Watershed in Northern Taiwan

(2020) Kieu Anh Nguyen et al.   Sustainability

Gully erosion spatial modelling: Role of machine learning algorithms in selection of the best controlling factors and modelling process

(2020) Hamid Reza Pourghasemi et al.   Geoscience Frontiers

Optimal slope units partitioning in landslide susceptibility mapping

(2020) Chiara Martinello et al.   Journal of Maps

Machine learning for landslides prevention: a survey

(2020) Zhengjing Ma et al.   NEURAL COMPUTING & APPLICATIONS

Predicting the landslides triggered by the 2009 96E/Ida tropical storms in the Ilopango caldera area (El Salvador, CA): optimizing MARS-based model building and validation strategies

(2019) E. Rotigliano et al.   Environmental Earth Sciences

Assessing the performance of GIS- based machine learning models with different accuracy measures for determining susceptibility to gully erosion

(2019) Younes Garosi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Gully erosion susceptibility assessment and management of hazard-prone areas in India using different machine learning algorithms

(2019) Amiya Gayen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction of debris-avalanches and -flows triggered by a tropical storm by using a stochastic approach: An application to the events occurred in Mocoa (Colombia) on 1 April 2017

(2019) Germán Vargas-Cuervo et al.   GEOMORPHOLOGY

sUAS, SfM-MVS photogrammetry and a topographic algorithm method to quantify the volume of sediments retained in check-dams

(2019) Alberto Alfonso-Torreño et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Specific sediment yield model for reservoirs with medium-sized basins in Spain: An empirical and statistical approach

(2019) Alberto Rodríguez Bachiller et al.   SCIENCE OF THE TOTAL ENVIRONMENT

GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method

(2018) Wei Chen et al.   CATENA

Comparison of differences in resolution and sources of controlling factors for gully erosion susceptibility mapping

(2018) Younes Garosi et al.   GEODERMA

Estimating suspended sediment load with multivariate adaptive regression spline, teaching-learning based optimization, and artificial bee colony models

(2018) Banu Yilmaz et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatial Modelling of Gully Erosion Using GIS and R Programing: A Comparison among Three Data Mining Algorithms

(2018) Alireza Arabameri et al.   Applied Sciences-Basel

Geomorphic effectiveness of check dams in a debris-flow catchment using multi-temporal topographic surveys

(2018) Sara Cucchiaro et al.   CATENA

Evaluation of different machine learning models for predicting and mapping the susceptibility of gully erosion

(2017) Omid Rahmati et al.   GEOMORPHOLOGY

Assessment of Gully Erosion Susceptibility Using Multivariate Adaptive Regression Splines and Accounting for Terrain Connectivity

(2017) Christian Conoscenti et al.   LAND DEGRADATION & DEVELOPMENT

Effect of Salvage Logging and Check Dams on Simulated Hydrological Connectivity in a Burned Area

(2017) Juan F. Martínez-Murillo et al.   LAND DEGRADATION & DEVELOPMENT

Comparison of two methodologies used to estimate erosion rates in Mediterranean ecosystems: 137 Cs and exposed tree roots

(2017) J. Rubio-Delgado et al.   SCIENCE OF THE TOTAL ENVIRONMENT

An Estimation of the Suspended Sediment Load Using Adaptive Network Based Fuzzy Inference System, Support Vector Machine and Artificial Neural Network Models

(2017) Meral Buyukyildiz et al.   WATER RESOURCES MANAGEMENT

Ensemble machine-learning-based geospatial approach for flood risk assessment using multi-sensor remote-sensing data and GIS

(2017) Hossein Mojaddadi et al.   Geomatics Natural Hazards & Risk

The Impact of Heavy Grazing on Soil Quality and Pasture Production in Rangelands of SW Spain

(2016) Manuel Pulido et al.   LAND DEGRADATION & DEVELOPMENT

Gully erosion susceptibility mapping: the role of GIS-based bivariate statistical models and their comparison

(2016) Omid Rahmati et al.   NATURAL HAZARDS

Flood susceptibility assessment using GIS-based support vector machine model with different kernel types

(2015) Mahyat Shafapour Tehrany et al.   CATENA

From experimental plots to experimental landscapes: topography, erosion and deposition in sub-humid badlands from Structure-from-Motion photogrammetry

(2015) Mark William Smith et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Comparison of Logistic Regression and Random Forests techniques for shallow landslide susceptibility assessment in Giampilieri (NE Sicily, Italy)

(2015) Alessandro Trigila et al.   GEOMORPHOLOGY

Assessment of susceptibility to earth-flow landslide using logistic regression and multivariate adaptive regression splines: A case of the Belice River basin (western Sicily, Italy)

(2015) Christian Conoscenti et al.   GEOMORPHOLOGY

Using topographical attributes to evaluate gully erosion proneness (susceptibility) in two mediterranean basins: advantages and limitations

(2015) Álvaro Gómez-Gutiérrez et al.   NATURAL HAZARDS

Quantifying submerged fluvial topography using hyperspatial resolution UAS imagery and structure from motion photogrammetry

(2014) A. S. Woodget et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Modeling the topography of shallow braided rivers using Structure-from-Motion photogrammetry

(2014) L. Javernick et al.   GEOMORPHOLOGY

Modelling the impact of climate change on sediment yield in a highly erodible Mediterranean catchment

(2014) Gianbattista Bussi et al.   JOURNAL OF SOILS AND SEDIMENTS

Evaluation of the Effectiveness of Forest Restoration and Check-Dams to Reduce Catchment Sediment Yield

(2014) Juan Manuel Quiñonero-Rubio et al.   LAND DEGRADATION & DEVELOPMENT

Optimization of landslide conditioning factors using very high-resolution airborne laser scanning (LiDAR) data at catchment scale

(2014) Mustafa Neamah Jebur et al.   REMOTE SENSING OF ENVIRONMENT

Where is positional uncertainty a problem for species distribution modelling?

(2013) Babak Naimi et al.   ECOGRAPHY

Gully erosion susceptibility assessment by means of GIS-based logistic regression: A case of Sicily (Italy)

(2013) Christian Conoscenti et al.   GEOMORPHOLOGY

Landslide susceptibility mapping using support vector machine and GIS at the Golestan Province, Iran

(2013) HAMID REZA POURGHASEMI et al.   Journal of Earth System Science

Modelling Post-Tree-Harvesting Soil Erosion and Sediment Deposition Potential in the Turano River Basin (Italian Central Apennine)

(2013) Pasquale Borrelli et al.   LAND DEGRADATION & DEVELOPMENT

Ecosystem services in Mediterranean river basin: Climate change impact on water provisioning and erosion control

(2013) Rubab F. Bangash et al.   SCIENCE OF THE TOTAL ENVIRONMENT

How can statistical models help to determine driving factors of landslides?

(2012) Peter Vorpahl et al.   ECOLOGICAL MODELLING

‘Structure-from-Motion’ photogrammetry: A low-cost, effective tool for geoscience applications

(2012) M.J. Westoby et al.   GEOMORPHOLOGY

Geomorphometric assessment of spatial sediment connectivity in small Alpine catchments

(2012) Marco Cavalli et al.   GEOMORPHOLOGY

Forests and erosion: Insights from a study of suspended-sediment dynamics in an overland flow-prone rainforest catchment

(2012) Alexander Zimmermann et al.   JOURNAL OF HYDROLOGY

RESERVOIR SILTATION AND SEDIMENT YIELD IN THE KRUGER NATIONAL PARK, SOUTH AFRICA: A FIRST ASSESSMENT

(2012) J. Baade et al.   LAND DEGRADATION & DEVELOPMENT

Natural and anthropogenic controls on soil erosion in the Internal Betic Cordillera (southeast Spain)

(2011) N. Bellin et al.   CATENA

Sediment yield in Europe: Spatial patterns and scale dependency

(2011) Matthias Vanmaercke et al.   GEOMORPHOLOGY

Scale-dependency of sediment yield from badland areas in Mediterranean environments

(2011) E. Nadal-Romero et al.   PROGRESS IN PHYSICAL GEOGRAPHY

Low erosion rates measured for steep, sparsely vegetated catchments in southeast Spain

(2010) N. Sougnez et al.   CATENA

Regional scale modeling of hillslope sediment delivery: A case study in the Barasona Reservoir watershed (Spain) using WATEM/SEDEM

(2010) L.C. Alatorre et al.   JOURNAL OF HYDROLOGY

Changing sediment dynamics due to natural reforestation in the Dragonja catchment, SW Slovenia

(2009) S.D. Keesstra et al.   CATENA

Slope and rainfall effects on the volume of sediment yield by gully erosion in the Souar lithologic formation (Tunisia)

(2009) Hajer Bouchnak et al.   CATENA

Adjustments in channel form, sediment calibre and vegetation around check-dams in the headwater reaches of mountain torrents, Calabria, Italy

(2009) G. Bombino et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Accounting for uncertainty in DEMs from repeat topographic surveys: improved sediment budgets

(2009) Joseph M. Wheaton et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Using and comparing two nonparametric methods (CART and MARS) to model the potential distribution of gullies

(2009) Álvaro Gómez Gutiérrez et al.   ECOLOGICAL MODELLING

A method for developing a large-scale sediment yield index for European river basins

(2009) Magalie Delmas et al.   JOURNAL OF SOILS AND SEDIMENTS

Building blocks for automated elucidation of metabolites: Machine learning methods for NMR prediction

(2008) Stefan Kuhn et al.   BMC BIOINFORMATICS

Prolegomena to sediment and flow connectivity in the landscape: A GIS and field numerical assessment

(2008) Lorenzo Borselli et al.   CATENA

The impact of land use change and check-dams on catchment sediment yield

(2008) Carolina Boix-Fayos et al.   HYDROLOGICAL PROCESSES

Estimation of suspended sediment concentration and yield using linear models, random forests and quantile regression forests

(2008) T. Francke et al.   HYDROLOGICAL PROCESSES

Estimation of daily suspended sediments using support vector machines

(2008) MESUT ÇIMEN   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Spatially distributed modelling of soil erosion and sediment yield at regional scales in Spain

(2007) Joris de Vente et al.   GLOBAL AND PLANETARY CHANGE

Vulnerability of water resources, vegetation productivity and soil erosion to climate change in Mediterranean watersheds

(2007) João Pedro Nunes et al.   HYDROLOGICAL PROCESSES