Flash-flood susceptibility assessment using multi-criteria decision making and machine learning supported by remote sensing and GIS techniques

R Costache, QB Pham, E Sharifi, NTT Linh, SI Abba… - Remote Sensing, 2019 - mdpi.com
Concerning the significant increase in the negative effects of flash-floods worldwide, the
main goal of this research is to evaluate the power of the Analytical Hierarchy Process …

Flash-flood potential mapping using deep learning, alternating decision trees and data provided by remote sensing sensors

R Costache, A Arabameri, T Blaschke, QB Pham… - Sensors, 2021 - mdpi.com
There is an evident increase in the importance that remote sensing sensors play in the
monitoring and evaluation of natural hazards susceptibility and risk. The present study aims …

Identification of torrential valleys using GIS and a novel hybrid integration of artificial intelligence, machine learning and bivariate statistics

R Costache, H Hong, Y Wang - Catena, 2019 - Elsevier
The detection of zones exposed to flash-flood and also the torrential valleys on which flash-
floods are propagated, represents a crucial measure intended to eliminate the issues …

Novel ensembles of deep learning neural network and statistical learning for flash-flood susceptibility mapping

R Costache, PTT Ngo, DT Bui - Water, 2020 - mdpi.com
This study aimed to assess flash-flood susceptibility using a new hybridization approach of
Deep Neural Network (DNN), Analytical Hierarchy Process (AHP), and Frequency Ratio …

Induced biological soil crusts and soil properties varied between slope aspect, slope gradient and plant canopy in the Hobq desert of China

X Zhou, T Ke, S Li, S Deng, X An, X Ma, R De Philippis… - Catena, 2020 - Elsevier
Cyanobacterial inoculation can accelerate the formation of induced biological soil crusts
(IBSCs) and is suggested as an effective strategy for desertification reversal. However …

Assessing soil water content variation in a small mountainous catchment over different time scales and land covers using geographical variables

F Mallet, V Marc, J Douvinet, P Rossello, D Joly… - Journal of …, 2020 - Elsevier
Abstract Soil Water Content (SWC) plays a key role in hydrological processes at the
catchment scale. It is highly dependent on local variables (such as soil properties …

Soil micro-climate variation in relation to slope aspect, position, and curvature in a forested catchment

B Fan, W Tao, G Qin, I Hopkins, Y Zhang… - Agricultural and Forest …, 2020 - Elsevier
Soil climate (soil moisture and temperature) affects many near-surface earth system
processes and ecosystem functions. However, the challenge of acquiring reliable, high …

Simulation of soil freezing and thawing for different groundwater table depths

J Chen, X Gao, X Zheng, C Miao, Y Zhang… - Vadose Zone …, 2019 - Wiley Online Library
Core Ideas The SHAW model was used to simulate the freeze–thaw process during freeze–
thaw periods. It revealed the effects of soil texture and groundwater table depth on soil …

Understanding plot‐scale hydrology of Lesser Himalayan watershed—A field study and HYDRUS‐2D modelling approach

A Nanda, S Sen, V Jirwan, A Sharma… - Hydrological …, 2018 - Wiley Online Library
Soil moisture dynamics have a significant effect on overland flow generation. Catchment
aspect is one of the major controlling factors of overland flow and soil moisture behaviour. A …

Soil thematic mapping as the base for agricultural development in the Northwestern Coast, Egypt

EEM TEALAB, KM Abdelmaksoud… - Egyptian Journal of …, 2024 - ejss.journals.ekb.eg
T his research aims to create and analyse thematic soil maps for promising areas for
agricultural expansion along the northwest coast of Egypt. The study area is 3151.671 km² …