Susceptibility to Gully Erosion: Applying Random Forest (RF) and Frequency Ratio (FR) Approaches to a Small Catchment in Ethiopia

Evaluation of Recent Advanced Soft Computing Techniques for Gully Erosion Susceptibility Mapping: A Comparative Study

(2020) Alireza Arabameri et al.   SENSORS

Comparison of Random Forest Model and Frequency Ratio Model for Landslide Susceptibility Mapping (LSM) in Yunyang County (Chongqing, China)

(2020) Yue Wang et al.   International Journal of Environmental Research and Public Health

The Classification Performance and Mechanism of Machine Learning Algorithms in Winter Wheat Mapping Using Sentinel-2 10 m Resolution Imagery

(2020) Peng Fang et al.   Applied Sciences-Basel

Gully headcut susceptibility modeling using functional trees, naïve Bayes tree, and random forest models

(2019) Mohsen Hosseinalizadeh et al.   GEODERMA

Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-based FR–RF Integrated Model and Multiresolution DEMs

(2019) Arabameri et al.   Remote Sensing

Landslide Susceptibility Mapping Based on Random Forest and Boosted Regression Tree Models, and a Comparison of Their Performance

(2019) Soyoung Park et al.   Applied Sciences-Basel

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

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

Land subsidence susceptibility assessment using random forest machine learning algorithm

(2019) Majid Mohammady et al.   Environmental Earth Sciences

Evaluation of factors affecting gully headcut location using summary statistics and the maximum entropy model: Golestan Province, NE Iran

(2019) Narges Kariminejad et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Novel Performance Assessment Approach using Photogrammetric Techniques for Landslide Susceptibility Mapping with Logistic Regression, ANN and Random Forest

(2019) Sevgen et al.   SENSORS

Improving GIS-based Landslide Susceptibility Assessments with Multi-temporal Remote Sensing and Machine Learning

(2019) Lai et al.   SENSORS

Gully Erosion Susceptibility Mapping Using Multivariate Adaptive Regression Splines—Replications and Sample Size Scenarios

(2019) Javidan et al.   Water

Comparative assessment using boosted regression trees, binary logistic regression, frequency ratio and numerical risk factor for gully erosion susceptibility modelling

(2019) Alireza Arabameri et al.   CATENA

Modeling flood susceptibility using data-driven approaches of naïve Bayes tree, alternating decision tree, and random forest methods

(2019) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatial modelling of gully erosion in Mazandaran Province, northern Iran

(2018) Mohsen Zabihi et al.   CATENA

Evaluating erosion control practices in an actively gullying watershed in the highlands of Ethiopia

(2018) Getaneh K. Ayele et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Participatory assessment of soil erosion severity and performance of mitigation measures using stakeholder workshops in Koga catchment, Ethiopia

(2018) Walle Jemberu et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Gullies, a critical link in landscape soil loss: A case study in the subhumid highlands of Ethiopia

(2018) Assefa D. Zegeye et al.   LAND DEGRADATION & DEVELOPMENT

A suite of global, cross-scale topographic variables for environmental and biodiversity modeling

(2018) Giuseppe Amatulli et al.   Scientific Data

A GIS-based approach for gully erosion susceptibility modelling using bivariate statistics methods in the Ourika watershed, Morocco

(2018) Modeste Meliho et al.   Environmental Earth Sciences

GIS-based gully erosion susceptibility mapping: a comparison among three data-driven models and AHP knowledge-based technique

(2018) Alireza Arabameri et al.   Environmental Earth Sciences

Soil degradation: a problem threatening the sustainable development of agriculture in Northeast China

(2018) X.B. Liu et al.   PLANT SOIL AND ENVIRONMENT

Erosion hotspot identification in the sub-humid Ethiopian highlands

(2018) Demesew A. Mhiret et al.   ECOHYDROLOGY & HYDROBIOLOGY

Self-Learning Random Forests Model for Mapping Groundwater Yield in Data-Scarce Areas

(2018) Maher Ibrahim Sameen et al.   Natural Resources Research

Modelling gully-erosion susceptibility in a semi-arid region, Iran: Investigation of applicability of certainty factor and maximum entropy models

(2018) Ali Azareh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Gully erosion zonation mapping using integrated geographically weighted regression with certainty factor and random forest models in GIS

(2018) Alireza Arabameri et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

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

(2017) Omid Rahmati et al.   GEOMORPHOLOGY

Gully Head Retreat in the Sub-Humid Ethiopian Highlands: The Ene-Chilala Catchment

(2017) Meseret B. Addisie et al.   LAND DEGRADATION & DEVELOPMENT

Evaluating the influence of geo-environmental factors on gully erosion in a semi-arid region of Iran: An integrated framework

(2017) Omid Rahmati et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Revisiting storm runoff processes in the upper Blue Nile basin: The Debre Mawi watershed

(2016) Seifu A. Tilahun et al.   CATENA

Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran

(2016) Omid Rahmati et al.   CATENA

Reducing Sediment Connectivity Through man-Made and Natural Sediment Sinks in the Minizr Catchment, Northwest Ethiopia

(2016) Mulatie Mekonnen 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

Impact of conservation practices on runoff and soil loss in the sub-humid Ethiopian Highlands: The Debre Mawi watershed

(2015) Dessalegn C. Dagnew et al.   Journal of Hydrology and Hydromechanics

Decadal Trends of Soil Loss and Runoff in the Koga Catchment, Northwestern Ethiopia

(2015) Eleni Yeshaneh et al.   LAND DEGRADATION & DEVELOPMENT

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

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

Gully development in eastern Romania: a case study from Falciu Hills

(2015) Ion Ionita et al.   NATURAL HAZARDS

Impact of papyrus wetland encroachment on spatial and temporal variabilities of stream flow and sediment export from wet tropical catchments

(2015) N. Ryken et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Integrated Solutions for Combating Gully Erosion in Areas Prone to Soil Piping: Innovations from the Drylands of Northern Ethiopia

(2014) Amaury Frankl et al.   LAND DEGRADATION & DEVELOPMENT

Seasonal Surface Drainage of Sloping Farmland: A Review of Its Hydrogeomorphic Impacts

(2014) Elise Monsieurs et al.   LAND DEGRADATION & DEVELOPMENT

Factors controlling the morphology and volume (V)-length (L) relations of permanent gullies in the northern Ethiopian Highlands

(2013) Amaury Frankl et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Gully head retreat rates in the semi-arid highlands of Northern Ethiopia

(2012) Amaury Frankl et al.   GEOMORPHOLOGY

An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA

(2012) Bardan Ghimire et al.   GIScience & Remote Sensing

Effects of vegetation and slope aspect on water budget in the hill and gully region of the Loess Plateau of China

(2011) Li Wang et al.   CATENA

Land reclamation using reservoir sediments in Tigray, northern Ethiopia

(2011) Gebreyohannes Girmay et al.   SOIL USE AND MANAGEMENT

Impact of land use on physico-chemical and hydrological properties of ustifluvent soils in riparian zone of river Yamuna, India

(2010) Pramod Jha et al.   AGROFORESTRY SYSTEMS

Mapping erosion susceptibility by a multivariate statistical method: A case study from the Ayvalık region, NW Turkey

(2010) Aykut Akgün et al.   COMPUTERS & GEOSCIENCES

The onsite cost of gully erosion and cost-benefit of gully rehabilitation: A case study in Ethiopia

(2010) T.W. Yitbarek et al.   LAND DEGRADATION & DEVELOPMENT

Geomorphology and GIS analysis for mapping gully erosion susceptibility in the Turbolo stream catchment (Northern Calabria, Italy)

(2010) Massimo Conforti et al.   NATURAL HAZARDS

Gully erosion processes: monitoring and modelling

(2009) Javier Casalí et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Gully erosion, land use and topographical thresholds during the last 60 years in a small rangeland catchment in SW Spain

(2009) Álvaro Gómez Gutiérrez et al.   LAND DEGRADATION & DEVELOPMENT

An approach to computing topographic wetness index based on maximum downslope gradient

(2009) Cheng-Zhi Qin et al.   PRECISION AGRICULTURE

Bank-collapse processes in a valley-bottom gully, western Iowa

(2008) John T. Thomas et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Dynamics of soil erosion rates and controlling factors in the Northern Ethiopian Highlands – towards a sediment budget

(2007) Jan Nyssen et al.   EARTH SURFACE PROCESSES AND LANDFORMS