Hybrid machine learning approach for gully erosion map** susceptibility at a watershed scale
Gully erosion is a serious threat to the state of ecosystems all around the world. As a result,
safeguarding the soil for our own benefit and from our own actions is a must for …
safeguarding the soil for our own benefit and from our own actions is a must for …
[HTML][HTML] Enhancing Land Cover/Land Use (LCLU) classification through a comparative analysis of hyperparameters optimization approaches for deep neural network …
Sustainable natural resources management relies on effective and timely assessment of
conservation and land management practices. Using satellite imagery for Earth observation …
conservation and land management practices. Using satellite imagery for Earth observation …
[HTML][HTML] Random Forest–based gully erosion susceptibility assessment across different agro-ecologies of the Upper Blue Nile basin, Ethiopia
Several environmental factors are known to influence the spatial distribution and
susceptibility of gully erosion, yet the relative importance and interaction of these factors …
susceptibility of gully erosion, yet the relative importance and interaction of these factors …
Spatial modeling of flood hazard using machine learning and GIS in Ha Tinh province, Vietnam
HD Nguyen - Journal of Water and Climate Change, 2023 - iwaponline.com
The objective of this study was the development of an approach based on machine learning
and GIS, namely Adaptive Neuro-Fuzzy Inference System (ANFIS), Gradient-Based …
and GIS, namely Adaptive Neuro-Fuzzy Inference System (ANFIS), Gradient-Based …
Assessing gully erosion susceptibility and its conditioning factors in southeastern Brazil using machine learning algorithms and bivariate statistical methods: A …
Despite being a very common phenomenon worldwide, in Brazil, the factors and
mechanisms that control gully erosion on a regional scale are still little known, which leads …
mechanisms that control gully erosion on a regional scale are still little known, which leads …
Remote sensing and GIS-based machine learning models for spatial gully erosion prediction: A case study of Rdat watershed in Sebou basin, Morocco
The Rdat watershed is part of the Sebou basin, one of the most hydrological units in
Morocco, in which agricultural activity is developed and constitutes an important mode of …
Morocco, in which agricultural activity is developed and constitutes an important mode of …
Gully erosion susceptibility map** in highly complex terrain using machine learning models
A Yang, C Wang, G Pang, Y Long, L Wang… - … International Journal of …, 2021 - mdpi.com
Gully erosion is the most severe type of water erosion and is a major land degradation
process. Gully erosion susceptibility map** (GESM)'s efficiency and interpretability …
process. Gully erosion susceptibility map** (GESM)'s efficiency and interpretability …
RETRACTED: Systematic review on gully erosion measurement, modelling and management: Mitigation alternatives and policy recommendations
R Chakrabortty, SC Pal - Geological Journal, 2023 - Wiley Online Library
The problem of “gully erosion” is one of the severe “natural hazards” associated with large‐
scale land degradation in various parts of the world. Therefore, accurate modelling is one of …
scale land degradation in various parts of the world. Therefore, accurate modelling is one of …
Gully erosion susceptibility assessment based on machine learning-A case study of watersheds in Tuquan County in the black soil region of Northeast China
C Liu, H Fan, Y Jiang, R Ma, S Song - Catena, 2023 - Elsevier
Owing to its unique topographic and climatic conditions, agricultural production, and
anthropogenic grazing, severe gully erosion has developed in the watersheds of Tuquan …
anthropogenic grazing, severe gully erosion has developed in the watersheds of Tuquan …
[HTML][HTML] Gully erosion map** susceptibility in a Mediterranean environment: A hybrid decision-making model
Gully erosion is one of the main natural hazards, especially in arid and semi-arid regions,
destroying ecosystem service and human well-being. Thus, gully erosion susceptibility maps …
destroying ecosystem service and human well-being. Thus, gully erosion susceptibility maps …