Gully Erosion Susceptibility Assessment in the Kondoran Watershed Using Machine Learning Algorithms and the Boruta Feature Selection

Evaluation of different boosting ensemble machine learning models and novel deep learning and boosting framework for head-cut gully erosion susceptibility

(2021) Wei Chen et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Three decades of ephemeral gully erosion studies

(2021) Gang Liu et al.   SOIL & TILLAGE RESEARCH

A Bibliometric Analysis on Nonpoint Source Pollution: Current Status, Development, and Future

(2021) Ping Lei et al.   International Journal of Environmental Research and Public Health

A comparative assessment of gully erosion spatial predictive modeling using statistical and machine learning models

(2021) Seyed Masoud Soleimanpour et al.   CATENA

Determining prone areas to gully erosion and the impact of land use change on it by using multiple-criteria decision-making algorithm in arid and semi-arid regions

(2021) Marzieh Mokarram et al.   GEODERMA

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

(2020) Christian Conoscenti et al.   GEOMORPHOLOGY

Machine Learning-Based Gully Erosion Susceptibility Mapping: A Case Study of Eastern India

(2020) Sunil Saha et al.   SENSORS

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

Impact of climate change on net primary production (NPP) in south Iran

(2020) Zahra Azhdari et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Linking soil macropores, subsurface flow and its hydrodynamic characteristics to the development of Benggang erosion

(2020) Yu Tao et al.   JOURNAL OF HYDROLOGY

Aligning science and policy of regenerative agriculture

(2020) Mahdi M. Al‐Kaisi et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Spatial prediction of gully erosion using ALOS PALSAR data and ensemble bivariate and data mining models

(2019) Alireza Arabameri et al.   GEOSCIENCES JOURNAL

Assessment of the importance of gully erosion effective factors using Boruta algorithm and its spatial modeling and mapping using three machine learning algorithms

(2019) Mahdis Amiri et al.   GEODERMA

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

Land subsidence modelling using tree-based machine learning algorithms

(2019) Omid Rahmati et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Novel ensembles of COPRAS multi-criteria decision-making with logistic regression, boosted regression tree, and random forest for spatial prediction of gully erosion susceptibility

(2019) Alireza Arabameri et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Comparison of machine learning models for gully erosion susceptibility mapping

(2019) Alireza Arabameri et al.   Geoscience Frontiers

Predicting soil aggregate stability using readily available soil properties and machine learning techniques

(2019) Javier I. Rivera et al.   CATENA

Spatial modelling of gully erosion in Mazandaran Province, northern Iran

(2018) Mohsen Zabihi et al.   CATENA

Major forest increase on the Loess Plateau, China (2001-2016)

(2018) Yuhang Wang et al.   LAND DEGRADATION & DEVELOPMENT

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

Performance assessment of individual and ensemble data-mining techniques for gully erosion modeling

(2017) Hamid Reza Pourghasemi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

sdm: a reproducible and extensible R platform for species distribution modelling

(2016) Babak Naimi et al.   ECOGRAPHY

Exploring relationships between grid cell size and accuracy for debris-flow susceptibility models: a test in the Giampilieri catchment (Sicily, Italy)

(2016) M. Cama et al.   Environmental Earth Sciences

Landslide susceptibility zonation in part of Tehri reservoir region using frequency ratio, fuzzy logic and GIS

(2015) Rohan Kumar et al.   Journal of Earth System Science

Flood hazard risk assessment model based on random forest

(2015) Zhaoli Wang et al.   JOURNAL OF HYDROLOGY

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

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

Ephemeral gully channel width and erosion simulation technology

(2015) R. L. Bingner et al.   NATURAL HAZARDS

The Use of Stereoscopic Satellite Images to Map Rills and Ephemeral Gullies

(2015) Federica Fiorucci et al.   Remote Sensing

Feature Selection with theBorutaPackage

(2015) Miron B. Kursa et al.   Journal of Statistical Software

Use and misuse of the K factor equation in soil erosion modeling: An alternative equation for determining USLE nomograph soil erodibility values

(2014) Karl Auerswald et al.   CATENA

Seasonality of Soil Erosion Under Mediterranean Conditions at the Alqueva Dam Watershed

(2014) Vera Ferreira et al.   ENVIRONMENTAL MANAGEMENT

A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping

(2013) Omar F. Althuwaynee et al.   CATENA

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

(2013) Christian Conoscenti et al.   GEOMORPHOLOGY

ROC-based calibration of flood inundation models

(2013) G. J.-P. Schumann et al.   HYDROLOGICAL PROCESSES

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

(2010) Massimo Conforti et al.   NATURAL HAZARDS

Soil erosion hazard evaluation—An integrated use of remote sensing, GIS and statistical approaches with biophysical parameters towards management strategies

(2009) Md. Rejaur Rahman et al.   ECOLOGICAL MODELLING

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

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

Flood and gully erosion problems at the Pasir open pit coal mine, Indonesia: a case study of the hydrology using GIS

(2008) Yosoon Choi et al.   Bulletin of Engineering Geology and the Environment

A genetic programming model for bankruptcy prediction: Empirical evidence from Iran

(2008) Hossein Etemadi et al.   EXPERT SYSTEMS WITH APPLICATIONS

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY