Frontiers in Water | Water and Hydrocomplexity

Perspective

Published on 23 Dec 2020

Agricultural Hydroinformatics: A Blueprint for an Emerging Framework to Foster Water Management-Centric Sustainability Transitions in Farming Systems

in Water and Hydrocomplexity

Paul Celicourt
Alain N. Rousseau
Silvio J. Gumiere
Matteo Camporese

Frontiers in Water

doi 10.3389/frwa.2020.586516

6,065 views
5 citations

Original Research

Published on 27 Nov 2020

Revealing Causal Controls of Storage-Streamflow Relationships With a Data-Centric Bayesian Framework Combining Machine Learning and Process-Based Modeling

in Water and Hydrocomplexity

Wen-Ping Tsai
Kuai Fang
Xinye Ji
Kathryn Lawson
Chaopeng Shen

Frontiers in Water

doi 10.3389/frwa.2020.583000

3,883 views
8 citations

Correction

Published on 26 Nov 2020

Corrigendum: Error Estimation for Soil Moisture Measurements With Cosmic Ray Neutron Sensing and Implications for Rover Surveys

in Water and Hydrocomplexity

Jannis Jakobi
Johan A. Huisman
Martin Schrön
Justus Fiedler
Cosimo Brogi
Harry Vereecken
Heye R. Bogena

Frontiers in Water

doi 10.3389/frwa.2020.604482

1,286 views
2 citations

Original Research

Published on 26 Nov 2020

Downscaling Satellite and Reanalysis Precipitation Products Using Attention-Based Deep Convolutional Neural Nets

in Water and Hydrocomplexity

Alexander Y. Sun
Guoqiang Tang

Frontiers in Water

doi 10.3389/frwa.2020.536743

9,309 views
36 citations

Original Research

Published on 25 Nov 2020

Understanding Contaminant Migration Within a Dynamic River Corridor Through Field Experiments and Reactive Transport Modeling

in Water and Hydrocomplexity

Xingyuan Chen
John M. Zachara
Vince R. Vermuel
Glenn Hammond
Mark Freshley
Yilin Fang

Frontiers in Water

doi 10.3389/frwa.2020.533796

3,289 views
2 citations

Original Research

Published on 19 Nov 2020

Impact of Input Feature Selection on Groundwater Level Prediction From a Multi-Layer Perceptron Neural Network

in Water and Hydrocomplexity

Reetik Kumar Sahu
Juliane Müller
Jangho Park
Charuleka Varadharajan
Bhavna Arora
Boris Faybishenko
Deborah Agarwal

Frontiers in Water

doi 10.3389/frwa.2020.573034

5,814 views
34 citations

Original Research

Published on 19 Nov 2020

Automated Cloud Based Long Short-Term Memory Neural Network Based SWE Prediction

in Water and Hydrocomplexity

Alireza Yekta Meyal
Roelof Versteeg
Erek Alper
Doug Johnson
Anastasia Rodzianko
Maya Franklin
Haruko Wainwright

Frontiers in Water

doi 10.3389/frwa.2020.574917

3,029 views
19 citations

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

María González-Sanchis
Juan M. García-Soro
Antonio J. Molina
Antonio L. Lidón
Inmaculada Bautista
Elie Rouzic
Heye R. Bogena
Harrie-JanHarrie Hendricks Franssen
Antonio D. del Campo

Frontiers in Water

doi 10.3389/frwa.2020.552508

3,916 views
4 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

Jingyi Huang
Ankur R. Desai
Jun Zhu
Alfred E. Hartemink
Paul C. Stoy
Steven P. Loheide
Heye R. Bogena
Yakun Zhang
Zhou Zhang
Francisco Arriaga

Frontiers in Water

doi 10.3389/frwa.2020.578367

6,033 views
15 citations

Original Research

Published on 28 Oct 2020

3D Geological Image Synthesis From 2D Examples Using Generative Adversarial Networks

in Water and Hydrocomplexity

Guillaume Coiffier
Philippe Renard
Sylvain Lefebvre

Frontiers in Water

doi 10.3389/frwa.2020.560598

7,458 views
21 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

Jannis Weimar
Markus Köhli
Christian Budach
Ulrich Schmidt

Frontiers in Water

doi 10.3389/frwa.2020.00016

7,817 views
50 citations

Original Research

Published on 16 Sep 2020

Using Convolutional Neural Networks for Streamflow Projection in California

in Water and Hydrocomplexity

Shiheng Duan
Paul Ullrich
Lele Shu

Frontiers in Water

doi 10.3389/frwa.2020.00028

5,484 views
47 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

Paolo Nasta
Heye R. Bogena
Benedetto Sica
Ansgar Weuthen
Harry Vereecken
Nunzio Romano

Frontiers in Water

doi 10.3389/frwa.2020.00026

4,102 views
7 citations

Original Research

Published on 07 Aug 2020

Sequential Imputation of Missing Spatio-Temporal Precipitation Data Using Random Forests

in Water and Hydrocomplexity

Utkarsh Mital
Dipankar Dwivedi
James B. Brown
Boris Faybishenko
Scott L. Painter
Carl I. Steefel

Frontiers in Water

doi 10.3389/frwa.2020.00020

8,797 views
44 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

Heye R. Bogena
Frank Herrmann
Jannis Jakobi
Cosimo Brogi
Andreas Ilias
Johan Alexander Huisman
Andreas Panagopoulos
Vassilios Pisinaras

Frontiers in Water

doi 10.3389/frwa.2020.00019

4,158 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

Henning Oppel
Benjamin Mewes

Frontiers in Water

doi 10.3389/frwa.2020.00018

5,282 views
15 citations