On the value of soil moisture measurements in vadose zone hydrology: A review

H Vereecken, JA Huisman, H Bogena… - Water resources …, 2008 - Wiley Online Library
We explore and review the value of soil moisture measurements in vadose zone hydrology
with a focus on the field and catchment scales. This review is motivated by the increasing …

Transport and fate of microbial pathogens in agricultural settings

SA Bradford, VL Morales, W Zhang… - Critical reviews in …, 2013 - Taylor & Francis
An understanding of the transport and survival of microbial pathogens (pathogens hereafter)
in agricultural settings is needed to assess the risk of pathogen contamination to water and …

Multi-layer high-resolution soil moisture estimation using machine learning over the United States

L Karthikeyan, AK Mishra - Remote Sensing of Environment, 2021 - Elsevier
The lack of proper understanding of multi-layer soil moisture (SM) profile (signals) remains a
persistent challenge in sustainable agricultural water management and food security …

On the spatio-temporal dynamics of soil moisture at the field scale

H Vereecken, JA Huisman, Y Pachepsky, C Montzka… - Journal of …, 2014 - Elsevier
In this paper, we review the state of the art of characterizing and analyzing spatio-temporal
dynamics of soil moisture content at the field scale. We discuss measurement techniques …

Seasonal and event dynamics of spatial soil moisture patterns at the small catchment scale

U Rosenbaum, HR Bogena, M Herbst… - Water Resources …, 2012 - Wiley Online Library
Our understanding of short‐and long‐term dynamics of spatial soil moisture patterns is
limited due to measurement constraints. Using new highly detailed data, this research aims …

Potential of wireless sensor networks for measuring soil water content variability

HR Bogena, M Herbst, JA Huisman… - Vadose Zone …, 2010 - Wiley Online Library
Soil water content (SWC) plays a key role in partitioning water and energy fluxes at the land
surface and in controlling hydrologic fluxes such as groundwater recharge. Despite the …

Catchment scale soil moisture spatial–temporal variability

L Brocca, T Tullo, F Melone, T Moramarco… - Journal of …, 2012 - Elsevier
The characterization of the spatial–temporal variability of soil moisture is of paramount
importance in many scientific fields and operational applications. However, due to the high …

Soil moisture prediction from remote sensing images coupled with climate, soil texture and topography via deep learning

MF Celik, MS Isik, O Yuzugullu, N Fajraoui, E Erten - Remote sensing, 2022 - mdpi.com
Soil moisture (SM) is an important biophysical parameter by which to evaluate water
resource potential, especially for agricultural activities under the pressure of global warming …

Hydraulic parameter estimation by remotely-sensed top soil moisture observations with the particle filter

C Montzka, H Moradkhani, L Weihermüller… - Journal of …, 2011 - Elsevier
In a synthetic study we explore the potential of using surface soil moisture measurements
obtained from different satellite platforms to retrieve soil moisture profiles and soil hydraulic …

[HTML][HTML] Spatio-temporal soil moisture patterns–A meta-analysis using plot to catchment scale data

W Korres, TG Reichenau, P Fiener, CN Koyama… - Journal of …, 2015 - Elsevier
Soil moisture is a key variable in hydrology, meteorology and agriculture. It is influenced by
many factors, such as topography, soil properties, vegetation type, management, and …