Intersecting views of gully erosion in South Africa
G Olivier, MJ Van De Wiel… - Earth Surface Processes …, 2023 - Wiley Online Library
Gully erosion is an environmental problem recognized as one of the worst land degradation
processes worldwide. Insight into regional gully perturbations is required to combat the …
processes worldwide. Insight into regional gully perturbations is required to combat the …
Assessing and mapping multi-hazard risk susceptibility using a machine learning technique
HR Pourghasemi, N Kariminejad, M Amiri, M Edalat… - Scientific reports, 2020 - nature.com
The aim of the current study was to suggest a multi-hazard probability assessment in Fars
Province, Shiraz City, and its four strategic watersheds. At first, we construct maps depicting …
Province, Shiraz City, and its four strategic watersheds. At first, we construct maps depicting …
Can soil piping impact environment and society? Identifying new research gaps
A Bernatek‐Jakiel… - Earth Surface Processes …, 2023 - Wiley Online Library
Soil piping is a widespread, although often overlooked land degradation process. So far,
subsurface soil erosion studies have been focused on the importance of soil piping in …
subsurface soil erosion studies have been focused on the importance of soil piping in …
Rapidly assessing earthquake-induced landslide susceptibility on a global scale using random forest
Q He, M Wang, K Liu - Geomorphology, 2021 - Elsevier
Earthquake-induced landslides (EQILs) are an incredibly destructive geological disaster.
Rapid landslide susceptibility assessments are indispensable and critical for risk analysis …
Rapid landslide susceptibility assessments are indispensable and critical for risk analysis …
[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 …
(MLA) comprising the least absolute shrinkage and selection operator (LASSO), generalized …
Ensemble of machine-learning methods for predicting gully erosion susceptibility
Gully formation through water-induced soil erosion and related to devastating land
degradation is often a quasi-normal threat to human life, as it is responsible for huge loss of …
degradation is often a quasi-normal threat to human life, as it is responsible for huge loss of …
Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region
Y Chen, W Chen, S Janizadeh, GS Bhunia… - Geocarto …, 2022 - Taylor & Francis
Piping erosion is one of the water erosions that cause significant changes in the landscape,
leading to environmental degradation. To prevent losses resulting from tube growth and …
leading to environmental degradation. To prevent losses resulting from tube growth and …
Gully erosion and climate induced chemical weathering for vulnerability assessment in sub-tropical environment
Land degradation significantly impacts habitats, agriculture and economy, particularly in
regions with high population density. Gully erosion poses one of the major challenges for …
regions with high population density. Gully erosion poses one of the major challenges for …
[HTML][HTML] Evaluation of gully erosion susceptibility using a maximum entropy model in the upper Mkhomazi River basin in South Africa
Soil erosion is one of the most challenging environmental issues in the world, causing
unsustainable soil loss every year. In South Africa, several episodes of gully erosion have …
unsustainable soil loss every year. In South Africa, several episodes of gully erosion have …
[HTML][HTML] Combining UAV remote sensing and pedological analyses to better understand soil piping erosion
The study and mapping of evidences of soil piping using non-destructive techniques is a key
issue in quantitative geomorphology. This paper attempts to combine Aerial mapping …
issue in quantitative geomorphology. This paper attempts to combine Aerial mapping …