Interpretability of simple RNN and GRU deep learning models used to map land susceptibility to gully erosion

H Gholami, A Mohammadifar, S Golzari, Y Song… - Science of the Total …, 2023 - Elsevier
Gully erosion possess a serious hazard to critical resources such as soil, water, and
vegetation cover within watersheds. Therefore, spatial maps of gully erosion hazards can be …

[HTML][HTML] Ensemble hybrid machine learning methods for gully erosion susceptibility mapping: K-fold cross validation approach

J Roy, S Saha - Artificial Intelligence in Geosciences, 2022 - Elsevier
Gully erosion is one of the important problems creating barrier to agricultural development.
The present research used the radial basis function neural network (RBFnn) and its …

Remote sensing and nuclear techniques for high-resolution mapping and quantification of gully erosion in the highly erodible area of the Malčanska River Basin …

M Đokić, M Manić, M Đorđević, M Gocić, A Čupić… - Environmental …, 2023 - Elsevier
Gully erosion leads to the formation of deep and wide channels that increase the risk of soil
loss, flooding, and water pollution. In addition, this process reduces the productivity and …

Predicting weathering indices in soils using FTIR spectra and random forest models

MG Goydaragh, R Taghizadeh-Mehrjardi, A Golchin… - Catena, 2021 - Elsevier
Weathering indices based on the relative proportions of different chemical elements are a
useful tool to investigate the degree of weathering of soils. This characterization is missing in …

Plot-size runoff and sediment yield affected by the type of geological formations and implications for water erosion in a semi-arid region

R Mostafazadeh, H Talebi Khiavi, A Esmali Ouri… - Modeling Earth Systems …, 2024 - Springer
Examining the relationship between factors affecting the amount of sediment production is
essential in understanding the erosion process and watershed response. The aim of this …

Estimation of elemental composition of agricultural soils from West Azerbaijan, Iran, using mid-infrared spectral models

MG Goydaragh, AA Jafarzadeh, F Shahbazi… - Revista Brasileira de …, 2019 - SciELO Brasil
Characterizing the elemental composition provides useful information about the weathering
degree of soils. In Miandoab County, Northern Iran, this characterization was missing, and …

Erodibility and sedimentation potential of marly formations at the watershed scale

F Rostami, S Feiznia, M Aleali, M Heshmati… - Global Journal of …, 2019 - gjesm.net
Grupi and Kashkan marl formations comprise a considerable part of Zagros region. These
formations have a considerable erodibility and sedimentation potential because of their …

[HTML][HTML] Investigation of physicochemical characteristics of soil in badland areas formation

HR Moradi, V Rezaei, M Erfanian - Researches in Earth Sciences, 2024 - esrj.sbu.ac.ir
IntroductionCharacteristics of Badlands are the lack of vegetation, steep slopes and dense
drainage network which are known as important sources of erosion and sediment …

[HTML][HTML] Analysis of Soil Properties in the Formation and Spread of Gully Erosion using R Software in the Shoor River (Mehran) Watershed of Mohr City

A Madadi, S Negahban - … Erosion Research Journal, 2023 - magazine.hormozgan.ac.ir
3-Results The results showed that there was no discrepancy between the studied variables
in the two groups (A: gully areas, B: non-gully areas). The results of the physical properties …

[HTML][HTML] The Role of Soil Characteristics and Topographic Threshold on gully Erosion in Shoor River Watershed (Mohr Township)

A Madadi, S Asghari… - Quantitative …, 2022 - geomorphologyjournal.ir
IntroductionGully erosion as one of the common forms of erosion causes deformation of the
land surface and its spread is one of the main reasons for the destruction of agricultural …