[HTML][HTML] GIS-based gully erosion susceptibility mapping: a comparison of computational ensemble data mining models

VH Nhu, S Janizadeh, M Avand, W Chen, M Farzin… - Applied Sciences, 2020 - mdpi.com
Gully erosion destroys agricultural and domestic grazing land in many countries, especially
those with arid and semi-arid climates and easily eroded rocks and soils. It also generates …

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 …

[HTML][HTML] Susceptibility to gully erosion: applying random forest (RF) and frequency ratio (FR) approaches to a small catchment in Ethiopia

S Amare, E Langendoen, S Keesstra, M Ploeg… - Water, 2021 - mdpi.com
Soil erosion by gullies in Ethiopia is causing environmental and socioeconomic problems. A
sound soil and water management plan requires accurately predicted gully erosion hotspot …

[HTML][HTML] Functional coupling degree and human activity intensity of production–living–ecological space in underdeveloped regions in China: Case study of Guizhou …

X Zhang, Z Xu - Land, 2021 - mdpi.com
(1) Background: Clarify the coordinated development level of production, living, and
ecological spaces in the underdeveloped areas of China and their relationship with the …

[HTML][HTML] Gully erosion susceptibility considering spatiotemporal environmental variables: Midwest US region

J Han, JA Guzman, ML Chu - Journal of Hydrology: Regional Studies, 2022 - Elsevier
Study region The study was tested in Jefferson County in Illinois, USA, whose land use is a
typical representation of row crop cultivation in the Midwestern USA. Study focus This study …

Evaluation of debris flow and landslide hazards using ensemble framework of Bayesian-and tree-based models

SC Pal, R Chakrabortty, A Saha, SK Bozchaloei… - Bulletin of Engineering …, 2022 - Springer
The modeling and prediction of land movement susceptibility hazards, ie, debris flow,
landslide, and rock fall, can assist in controlling and preventing a variety of societal and …

[HTML][HTML] Evaluation of gully erosion susceptibility using a maximum entropy model in the upper Mkhomazi River basin in South Africa

A Bernini, A Bosino, GA Botha, M Maerker - ISPRS International Journal …, 2021 - mdpi.com
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 …

GIS‐based susceptibility assessment of the occurrence of gully headcuts and pipe collapses in a semi‐arid environment: Golestan Province, NE Iran

N Kariminejad, M Hosseinalizadeh… - Land Degradation & …, 2019 - Wiley Online Library
When the effect of two soil erosion features, in this study, gully headcuts (GHs) and pipe
collapses (PCs), is investigated jointly, a new comprehensive concept related to their …

Efficient rainwater harvesting planning using socio-environmental variables and data-driven geospatial techniques

H Darabi, E Moradi, AA Davudirad, M Ehteram… - Journal of Cleaner …, 2021 - Elsevier
Water scarcity is increasing worldwide due to population growth and climate
variability/change. As a supplementary water resource, Rainwater harvesting (RWH) is a …

Flash-flood susceptibility mapping: a novel credal decision tree-based ensemble approaches

D Yang, T Zhang, A Arabameri, M Santosh… - Earth Science …, 2023 - Springer
Escalation in flash floods and the enhanced devastations, especially in the arid and
semiarid regions of the world has required precise mapping of the flash flood susceptible …