Pedology and digital soil mapping (DSM)

Y Ma, B Minasny, BP Malone… - European Journal of …, 2019 - Wiley Online Library
Pedology focuses on understanding soil genesis in the field and includes soil classification
and mapping. Digital soil mapping (DSM) has evolved from traditional soil classification and …

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

O Rahmati, N Tahmasebipour, A Haghizadeh… - Geomorphology, 2017 - Elsevier
Gully erosion constitutes a serious problem for land degradation in a wide range of
environments. The main objective of this research was to compare the performance of seven …

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

Y Garosi, M Sheklabadi, C Conoscenti… - Science of the Total …, 2019 - Elsevier
The main purpose was to compare discrimination and reliability of four machine learning
models to create gully erosion susceptibility map (GESM) in a part of Ekbatan Dam Basin …

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

C Conoscenti, S Angileri, C Cappadonia, E Rotigliano… - Geomorphology, 2014 - Elsevier
This research aims at characterizing susceptibility conditions to gully erosion by means of
GIS and multivariate statistical analysis. The study area is a 9.5 km 2 river catchment in …

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

O Rahmati, A Haghizadeh, HR Pourghasemi… - Natural hazards, 2016 - Springer
Gully erosion is a key issue in natural resource management that often has severe
environmental, economic, and social consequences. The objective of the present study is to …

Modelled estimates of fine sediment and particulate nutrients delivered from the Great Barrier Reef catchments

GL McCloskey, R Baheerathan, C Dougall, R Ellis… - Marine pollution …, 2021 - Elsevier
The eWater Source modelling framework has been modified to support the Great Barrier
Reef (GBR) Dynamic SedNet catchment modelling concept, which is used to simulate fine …

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

Á Gómez-Gutiérrez, C Conoscenti, SE Angileri… - Natural Hazards, 2015 - Springer
Empirical multivariate predictive models represent an important tool to estimate gully erosion
susceptibility. Topography, lithology, climate, land use and vegetation cover are commonly …

Evaluation of different DEMs for gully erosion susceptibility mapping using in-situ field measurement and validation

I Chowdhuri, SC Pal, A Saha, R Chakrabortty… - Ecological Informatics, 2021 - Elsevier
The spatial variability in any kind of geomorphic studies based on terrain attributes are the
most important issues. This terrain attributes and their respective characteristics play a …

'Tolerable'hillslope soil erosion rates in Australia: Linking science and policy

EN Bui, GJ Hancock, SN Wilkinson - Agriculture, Ecosystems & …, 2011 - Elsevier
This paper reviews water-borne soil erosion in Australia in the context of current
environmental policy needs. Sustainability has emerged as a central tenet of environmental …

Gully erosion: procedures to adopt when modelling soil erosion in landscapes affected by gullying

JWA Poesen, DB Torri… - Handbook of erosion …, 2010 - Wiley Online Library
Most research dealing with soil erosion by water has focused on sheet (inter-rill) and rill
erosion processes operating at the runoff plot scale. This can be concluded from two …