Machine learning applications for water-induced soil erosion modeling and mapping

AI-based identification of low-frequency debris flow catchments in the Bailong River basin, China

(2020) Yan Zhao et al.   GEOMORPHOLOGY

Statistical Applications to Downscale GRACE-Derived Terrestrial Water Storage Data and to Fill Temporal Gaps

(2020) Hossein Sahour et al.   Remote Sensing

Classification of soil aggregates: A novel approach based on deep learning

(2020) Afshin Azizi et al.   SOIL & TILLAGE RESEARCH

Mapping the Distribution of Shallow Groundwater Occurrences Using Remote Sensing-Based Statistical Modeling over Southwest Saudi Arabia

(2020) Fahad Alshehri et al.   Remote Sensing

Machine learning digital soil mapping to inform gully erosion mitigation measures in the Eastern Cape, South Africa

(2020) Casper du Plessis et al.   GEODERMA

A comparative analysis of statistical and machine learning techniques for mapping the spatial distribution of groundwater salinity in a coastal aquifer

(2020) Hossein Sahour et al.   JOURNAL OF HYDROLOGY

Assessing the performance of GIS- based machine learning models with different accuracy measures for determining susceptibility to gully erosion

(2019) Younes Garosi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

On-line vis-NIR spectroscopy prediction of soil organic carbon using machine learning

(2019) S. Nawar et al.   SOIL & TILLAGE RESEARCH

Controlling soil erosion in smallholder potato farming systems using legume intercrops

(2019) Shadrack O. Nyawade et al.   Geoderma Regional

Coupling effects of erosion and surface roughness on colluvial deposits under continuous rainfall

(2019) Yishan Liao et al.   SOIL & TILLAGE RESEARCH

Measuring Streambank Erosion: A Comparison of Erosion Pins, Total Station, and Terrestrial Laser Scanner

(2019) Daniel T. Myers et al.   Water

On the evaluation of soil erosion models: Are we doing enough?

(2019) Pedro V.G. Batista et al.   EARTH-SCIENCE REVIEWS

Investigation of the Relationship between Sediment Graph and Hydrograph of Flood Events (Case Study: Gharachay River Tributaries, Arak, Iran)

(2019) Javad Varvani et al.   Water Resources

Debris Flow Susceptibility Mapping Using Machine-Learning Techniques in Shigatse Area, China

(2019) Yonghong Zhang et al.   Remote Sensing

Temporal variations in runoff and sediment yield associated with soil surface roughness under different rainfall patterns

(2019) Jian Luo et al.   GEOMORPHOLOGY

Multiple AI model integration strategy—Application to saturated hydraulic conductivity prediction from easily available soil properties

(2019) Mahsa H. Kashani et al.   SOIL & TILLAGE RESEARCH

Spatial soil erosion estimation using an artificial neural network (ANN) and field plot data

(2018) V. Gholami et al.   CATENA

Characterizing and quantifying the discontinuous bank erosion of a small low energy river using Structure-from-Motion Photogrammetry and erosion pins

(2018) Marion Jugie et al.   JOURNAL OF HYDROLOGY

Soil erosion rates under different tillage practices in central Belgium: New perspectives from a combined approach of rainfall simulations and 7 Be measurements

(2018) N. Ryken et al.   SOIL & TILLAGE RESEARCH

Ensemble committee-based data intelligent approach for generating soil moisture forecasts with multivariate hydro-meteorological predictors

(2018) Ramendra Prasad et al.   SOIL & TILLAGE RESEARCH

Trend analysis of hydro-climatic variables in the north of Iran

(2018) E. Nikzad Tehrani et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Predicting soil thickness on soil mantled hillslopes

(2018) Nicholas R. Patton et al.   Nature Communications

Deep Learning with a Long Short-Term Memory Networks Approach for Rainfall-Runoff Simulation

(2018) Caihong Hu et al.   Water

Evaluation of different machine learning models for predicting and mapping the susceptibility of gully erosion

(2017) Omid Rahmati et al.   GEOMORPHOLOGY

Interrill soil erosion processes on steep slopes

(2017) X.C. (John) Zhang et al.   JOURNAL OF HYDROLOGY

An assessment of the global impact of 21st century land use change on soil erosion

(2017) Pasquale Borrelli et al.   Nature Communications

Effects of gradient, distance, curvature and aspect on steep burned and unburned hillslope soil erosion and deposition

(2016) Lauren M. Perreault et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Effects of rain intensity, slope gradient and particle size distribution on the relative contributions of splash and wash loads to rain-induced erosion

(2016) Majid Mahmoodabadi et al.   GEOMORPHOLOGY

EFFECT OF RAINFALL INTENSITY, SLOPE, LAND USE AND ANTECEDENT SOIL MOISTURE ON SOIL EROSION IN AN ARID ENVIRONMENT

(2013) F. M. Ziadat et al.   LAND DEGRADATION & DEVELOPMENT

Effect of vegetation cover on soil erosion in a mountainous watershed

(2008) P. Zhou et al.   CATENA