Soil Water Content Estimated by Support Vector Machine for the Assessment of Shallow Landslides Triggering: the Role of Antecedent Meteorological Conditions

Exploiting historical rainfall and landslide data in a spatial database for the derivation of critical rainfall thresholds

(2017) Domenico Caracciolo et al.   Environmental Earth Sciences

Improving the estimation of complete field soil water characteristic curves through field monitoring data

(2017) M. Bordoni et al.   JOURNAL OF HYDROLOGY

Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

(2015) J.N. Goetz et al.   COMPUTERS & GEOSCIENCES

Hydrological factors affecting rainfall-induced shallow landslides: From the field monitoring to a simplified slope stability analysis

(2015) M. Bordoni et al.   ENGINEERING GEOLOGY

Temporal Stability of Soil Moisture and Radar Backscatter Observed by the Advanced Synthetic Aperture Radar (ASAR)

(2015) Wolfgang Wagner et al.   SENSORS

Support vector machine applications in the field of hydrology: A review

(2014) Sujay Raghavendra. N et al.   APPLIED SOFT COMPUTING

An effective antecedent precipitation model derived from the power-law relationship between landslide occurrence and rainfall level

(2014) Tuhua Ma et al.   GEOMORPHOLOGY

Integrating intensity–duration-based rainfall threshold and antecedent rainfall-based probability estimate towards generating early warning for rainfall-induced landslides in parts of the Garhwal Himalaya, India

(2013) John Mathew et al.   Landslides

Soil Water Dynamic Modeling Using the Physical and Support Vector Machine Methods

(2013) Krzysztof Lamorski et al.   VADOSE ZONE JOURNAL

Monitoring soil-water and displacement conditions leading to landslide occurrence in partially saturated clays

(2012) Marco Bittelli et al.   GEOMORPHOLOGY

A multi-layer soil moisture data assimilation using support vector machines and ensemble particle filter

(2012) Zhongbo Yu et al.   JOURNAL OF HYDROLOGY

Updating and tuning a regional-scale landslide early warning system

(2012) D. Lagomarsino et al.   Landslides

Improving Landslide Forecasting Using ASCAT-Derived Soil Moisture Data: A Case Study of the Torgiovannetto Landslide in Central Italy

(2012) Luca Brocca et al.   Remote Sensing

An empirical model for the evaluation of the degree of saturation of shallow soils in relation to rainfalls

(2011) Roberto Valentino et al.   CANADIAN GEOTECHNICAL JOURNAL

Simulation for response of crop yield to soil moisture and salinity with artificial neural network

(2011) Xiaoqin Dai et al.   FIELD CROPS RESEARCH

The power–law relationship between landslide occurrence and rainfall level

(2011) Changjiang Li et al.   GEOMORPHOLOGY

Rainfall thresholds for the forecasting of landslide occurrence at regional scale

(2011) G. Martelloni et al.   Landslides

Assessment of rainfall thresholds and soil moisture modeling for operational hydrogeological risk prevention in the Umbria region (central Italy)

(2011) Francesco Ponziani et al.   Landslides

Regional landslide susceptibility: spatiotemporal variations under dynamic soil moisture conditions

(2011) Ram L. Ray et al.   NATURAL HAZARDS

Soil Water Simulation and Predication Using Stochastic Models Based on LS-SVM for Red Soil Region of China

(2011) Jianqiang Deng et al.   WATER RESOURCES MANAGEMENT

Artificial neural network and time series models for predicting soil salt and water content

(2010) Ping Zou et al.   AGRICULTURAL WATER MANAGEMENT

A closed-form equation for effective stress in unsaturated soil

(2010) Ning Lu et al.   WATER RESOURCES RESEARCH

Evaluating spatio-temporal representations in daily rainfall sequences from three stochastic multi-site weather generation approaches

(2009) R. Mehrotra et al.   ADVANCES IN WATER RESOURCES

Estimating soil moisture using remote sensing data: A machine learning approach

(2009) Sajjad Ahmad et al.   ADVANCES IN WATER RESOURCES

Representative rainfall thresholds for landslides in the Nepal Himalaya

(2008) Ranjan Kumar Dahal et al.   GEOMORPHOLOGY

Modeling Nonequilibrium Flow and Transport Processes Using HYDRUS

(2008) Jirka Šimůnek et al.   VADOSE ZONE JOURNAL

Infinite slope stability under steady unsaturated seepage conditions

(2008) Ning Lu et al.   WATER RESOURCES RESEARCH

On the estimation of antecedent wetness conditions in rainfall–runoff modelling

(2007) L. Brocca et al.   HYDROLOGICAL PROCESSES