Original Research
Published on 19 Nov 2020
Automated Cloud Based Long Short-Term Memory Neural Network Based SWE Prediction
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.574917
- 2,832 views
- 14 citations
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131 articles
Articles
Original Research
Published on 17 Nov 2020
Comparison of Soil Water Estimates From Cosmic-Ray Neutron and Capacity Sensors in a Semi-arid Pine Forest: Which Is Able to Better Assess the Role of Environmental Conditions and Thinning?
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.552508
- 3,629 views
- 2 citations
Original Research
Published on 28 Oct 2020
3D Geological Image Synthesis From 2D Examples Using Generative Adversarial Networks
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.560598
- 6,910 views
- 21 citations
Original Research
Published on 28 Oct 2020
Retrieving Heterogeneous Surface Soil Moisture at 100 m Across the Globe via Fusion of Remote Sensing and Land Surface Parameters
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.578367
- 5,676 views
- 14 citations
Original Research
Published on 17 Sep 2020
Large-Scale Boron-Lined Neutron Detection Systems as a 3He Alternative for Cosmic Ray Neutron Sensing
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00016
- 7,169 views
- 46 citations
Original Research
Published on 16 Sep 2020
Using Convolutional Neural Networks for Streamflow Projection in California
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00028
- 5,064 views
- 42 citations
Original Research
Published on 02 Sep 2020
Integrating Invasive and Non-invasive Monitoring Sensors to Detect Field-Scale Soil Hydrological Behavior
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00026
- 3,768 views
- 6 citations
Original Research
Published on 07 Aug 2020
Sequential Imputation of Missing Spatio-Temporal Precipitation Data Using Random Forests
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00020
- 8,181 views
- 37 citations
Original Research
Published on 04 Aug 2020
Monitoring of Snowpack Dynamics With Cosmic-Ray Neutron Probes: A Comparison of Four Conversion Methods
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00019
- 3,946 views
- 24 citations
Original Research
Published on 28 Jul 2020
On the Automation of Flood Event Separation From Continuous Time Series
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00018
- 5,003 views
- 13 citations
Original Research
Published on 23 Jul 2020
Insights on Streamflow Predictability Across Scales Using Horizontal Visibility Graph Based Networks
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00017
- 3,337 views
- 10 citations
Original Research
Published on 30 Jun 2020
Lacustrine Groundwater Discharge Through Giant Pockmarks (Lake Neuchatel, Switzerland)
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00013
- 5,446 views
- 11 citations
Original Research
Published on 14 May 2020
Error Estimation for Soil Moisture Measurements With Cosmic Ray Neutron Sensing and Implications for Rover Surveys
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00010
- 6,096 views
- 50 citations
Original Research
Published on 21 Apr 2020
Machine Learning vs. Physics-Based Modeling for Real-Time Irrigation Management
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00008
- 18,539 views
- 35 citations
Original Research
Published on 16 Apr 2020
Practical Data Products From Cosmic-Ray Neutron Sensing for Hydrological Applications
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00009
- 6,836 views
- 31 citations
Original Research
Published on 25 Mar 2020
Parametrization of Stochastic Inputs Using Generative Adversarial Networks With Application in Geology
in Water and Hydrocomplexity
Frontiers in Water
doi 10.3389/frwa.2020.00005
- 4,443 views
- 31 citations