Measuring, modelling and managing gully erosion at large scales: A state of the art

M Vanmaercke, P Panagos, T Vanwalleghem… - Earth-Science …, 2021 - Elsevier
Soil erosion is generally recognized as the dominant process of land degradation. The
formation and expansion of gullies is often a highly significant process of soil erosion …

[HTML][HTML] Machine learning and soil sciences: A review aided by machine learning tools

J Padarian, B Minasny, AB McBratney - Soil, 2020 - soil.copernicus.org
The application of machine learning (ML) techniques in various fields of science has
increased rapidly, especially in the last 10 years. The increasing availability of soil data that …

[HTML][HTML] Comparison of machine learning models for gully erosion susceptibility mapping

A Arabameri, W Chen, M Loche, X Zhao, Y Li… - Geoscience …, 2020 - Elsevier
Gully erosion is a disruptive phenomenon which extensively affects the Iranian territory,
especially in the Northern provinces. A number of studies have been recently undertaken to …

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 …

Comparison of landslide susceptibility based on a decision-tree model and actual landslide occurrence: the Akaishi Mountains, Japan

H Saito, D Nakayama, H Matsuyama - Geomorphology, 2009 - Elsevier
This paper proposes a statistical decision-tree model to analyze landslide susceptibility in a
wide area of the Akaishi Mountains, Japan. The objectives of this study were to validate the …

[HTML][HTML] Dust storms in northern China: Long-term spatiotemporal characteristics and climate controls

Q Guan, X Sun, J Yang, B Pan, S Zhao… - Journal of …, 2017 - journals.ametsoc.org
Airborne dust derived from desertification in northern China can be transported to East Asia
and other regions, impairing human health and affecting the global climate. This study of …

Predictive mapping of soil organic carbon in wet cultivated lands using classification-tree based models: The case study of Denmark

RB Kheir, MH Greve, PK Bøcher, MB Greve… - Journal of …, 2010 - Elsevier
Soil organic carbon (SOC) is one of the most important carbon stocks globally and has large
potential to affect global climate. Distribution patterns of SOC in Denmark constitute a nation …

Characterizing the morphology of gully cross-sections based on PCA: A case of Yuanmou Dry-Hot Valley

Q Deng, F Qin, B Zhang, H Wang, M Luo, C Shu, H Liu… - Geomorphology, 2015 - Elsevier
A cross-section of a gully (GC) is important not only for computing the volume and rate of
erosion of the gully but also for understanding the relationship of the gullying process …

Modeling and testing landslide hazard using decision tree

MS Alkhasawneh, UK Ngah, LT Tay… - Journal of Applied …, 2014 - Wiley Online Library
This paper proposes a decision tree model for specifying the importance of 21 factors
causing the landslides in a wide area of Penang Island, Malaysia. These factors are …

Factors controlling gully morphology on the quartzite ridges of Ibadan, Nigeria

O Fashae, R Obateru, A Olusola, D Dragovich - Catena, 2022 - Elsevier
Gullying processes on sedimentary terrains have received significant attention from
researchers while such processes are often overlooked in Basement Complex areas …