A review on assessing and mapping soil erosion hazard using geo-informatics technology for farming system management

S Senanayake, B Pradhan, A Huete, J Brennan - Remote sensing, 2020 - mdpi.com
Soil erosion is a severe threat to food production systems globally. Food production in
farming systems decreases with increasing soil erosion hazards. This review article focuses …

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

A Gayen, HR Pourghasemi, S Saha, S Keesstra… - Science of the total …, 2019 - Elsevier
Gully erosion is one of the most effective drivers of sediment removal and runoff from
highland areas to valley floors and stable channels, where continued off-site effects of water …

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

HR Pourghasemi, S Yousefi, A Kornejady… - Science of the Total …, 2017 - Elsevier
Gully erosion is identified as an important sediment source in a range of environments and
plays a conclusive role in redistribution of eroded soils on a slope. Hence, addressing …

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

HR Pourghasemi, N Sadhasivam, N Kariminejad… - Geoscience …, 2020 - Elsevier
This investigation assessed the efficacy of 10 widely used machine learning algorithms
(MLA) comprising the least absolute shrinkage and selection operator (LASSO), generalized …

Is HEC-RAS 2D accurate enough for storm-event hazard assessment? Lessons learnt from a benchmarking study based on rain-on-grid modelling

P Costabile, C Costanzo, D Ferraro, P Barca - Journal of Hydrology, 2021 - Elsevier
Abstract Rain-on-Grid (RoG) modelling is an increasingly popular approach within the storm
risk management, in which the hydrological and hydrodynamic flood processes are …

Prediction of spatial soil loss impacted by long-term land-use/land-cover change in a tropical watershed

JH Abdulkareem, B Pradhan, WNA Sulaiman… - Geoscience …, 2019 - Elsevier
The devastating effect of soil erosion is one of the major sources of land degradation that
affects human lives in many ways which occur mainly due to deforestation, poor agricultural …

Integrating RUSLE model with remote sensing and GIS for evaluation soil erosion in Telkwonz Watershed, Northwestern Ethiopia

S Eniyew, M Teshome, E Sisay, T Bezabih - Remote Sensing Applications …, 2021 - Elsevier
Soil erosion is the main environmental problems that mainly challenging farmers particularly
in the highland part of Ethiopia where the topography is high and rugged, and the rainfall is …

Estimation of soil erosion and sediment yield concentration across the Kolleru Lake catchment using GIS

MK Kolli, C Opp, M Groll - Environmental Earth Sciences, 2021 - Springer
Flat lakes with a large catchment area are especially affected by sediment inputs. The
Kolleru Lake catchment (south-eastern India) with a surface area of approximately 6121 km …

Studying the relationship between water-induced soil erosion and soil organic matter using Vis–NIR spectroscopy and geomorphological analysis: A case study in …

M Conforti, G Buttafuoco, AP Leone, PPC Aucelli… - Catena, 2013 - Elsevier
Soil erosion by water is the main cause of soil degradation in large areas of the
Mediterranean belt. Soil erosion determines loss of surface horizon, which is rich in organic …

A GIS-based approach for gully erosion susceptibility modelling: a test in Sicily, Italy

C Conoscenti, V Agnesi, S Angileri… - Environmental Earth …, 2013 - Springer
The aim of this study is to analyze the susceptibility conditions to gully erosion phenomena
in the Magazzolo River basin and to test a method that allows for driving the factors …