Modeling spatio-temporal distribution of soil moisture by deep learning-based cellular automata model

Stability of an overland flow scheme in the framework of a fully coupled eco-hydrological model based on the Macroscopic Cellular Automata approach

(2015) Giuseppe Mendicino et al.   Communications in Nonlinear Science and Numerical Simulation

Observation on Soil Moisture of Irrigation Cropland by Cosmic-Ray Probe

(2015) Zhongli Zhu et al.   IEEE Geoscience and Remote Sensing Letters

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Monitoring of Evapotranspiration in a Semi-Arid Inland River Basin by Combining Microwave and Optical Remote Sensing Observations

(2015) Guangcheng Hu et al.   Remote Sensing

A Nested Ecohydrological Wireless Sensor Network for Capturing the Surface Heterogeneity in the Midstream Areas of the Heihe River Basin, China

(2014) Rui Jin et al.   IEEE Geoscience and Remote Sensing Letters

A Geostatistical Approach to Upscale Soil Moisture With Unequal Precision Observations

(2014) Jianghao Wang et al.   IEEE Geoscience and Remote Sensing Letters

Estimating the spatial distribution of soil moisture based on Bayesian maximum entropy method with auxiliary data from remote sensing

(2014) Shengguo Gao et al.   International Journal of Applied Earth Observation and Geoinformation

Estimation of soil moisture patterns in mountain grasslands by means of SAR RADARSAT2 images andhydrological modeling

(2014) Giacomo Bertoldi et al.   JOURNAL OF HYDROLOGY

Combining SMOS with visible and near/shortwave/thermal infrared satellite data for high resolution soil moisture estimates

(2014) Sergio Sánchez-Ruiz et al.   JOURNAL OF HYDROLOGY

Identifying informative risk factors and predicting bone disease progression via deep belief networks

(2014) Hui Li et al.   METHODS

A sparse-response deep belief network based on rate distortion theory

(2014) Nan-Nan Ji et al.   PATTERN RECOGNITION

Hybrid Optimal Design of the Eco-Hydrological Wireless Sensor Network in the Middle Reach of the Heihe River Basin, China

(2014) Jian Kang et al.   SENSORS

Heihe Watershed Allied Telemetry Experimental Research (HiWATER): Scientific Objectives and Experimental Design

(2013) Xin Li et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Off- and on-ground GPR techniques for field-scale soil moisture mapping

(2013) Mohammad Reza Mahmoudzadeh Ardekani   GEODERMA

Temporal stability and variability of field scale soil moisture on mountainous hillslopes in Northeast Asia

(2013) Chanyang Sur et al.   GEODERMA

Early warning of illegal development for protected areas by integrating cellular automata with neural networks

(2013) Xia Li et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

SCIDDICA-SS3: a new version of cellular automata model for simulating fast moving landslides

(2013) Maria Vittoria Avolio et al.   JOURNAL OF SUPERCOMPUTING

Soil moisture mapping using Sentinel-1 images: Algorithm and preliminary validation

(2013) S. Paloscia et al.   REMOTE SENSING OF ENVIRONMENT

Modeling hysteretic nonlinear behavior of bridge aerodynamics via cellular automata nested neural network

(2011) Teng Wu et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A comparison of two physics-based numerical models for simulating surface water–groundwater interactions

(2010) Mauro Sulis et al.   ADVANCES IN WATER RESOURCES

Simulating multiple class urban land-use/cover changes by RBFN-based CA model

(2010) Yang Wang et al.   COMPUTERS & GEOSCIENCES

Noise-robust realization of Turing-complete cellular automata by using neural networks with pattern representation

(2010) Makito Oku et al.   PHYSICS LETTERS A

Spatial-temporal variability of soil moisture and its estimation across scales

(2010) L. Brocca et al.   WATER RESOURCES RESEARCH

Using sequential Gaussian simulation to assess the field-scale spatial uncertainty of soil water content

(2009) Masoomeh Delbari et al.   CATENA

A novel approach in model-based mapping of soil water conditions at forest sites

(2009) Kai Schwärzel et al.   FOREST ECOLOGY AND MANAGEMENT

Remote Sensing and Control of an Irrigation System Using a Distributed Wireless Sensor Network

(2008) Yunseop Kim et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Estimating the necessary sampling size of surface soil moisture at different scales using a random combination method

(2008) Chunmei Wang et al.   JOURNAL OF HYDROLOGY

Modeling Coupled Surface–Subsurface Flow Processes: A Review

(2008) Alex Furman   VADOSE ZONE JOURNAL