Ground, proximal, and satellite remote sensing of soil moisture

E Babaeian, M Sadeghi, SB Jones… - Reviews of …, 2019 - Wiley Online Library
Soil moisture (SM) is a key hydrologic state variable that is of significant importance for
numerous Earth and environmental science applications that directly impact the global …

Soil hydrology: Recent methodological advances, challenges, and perspectives

H Vereecken, JA Huisman… - Water resources …, 2015 - Wiley Online Library
Technological and methodological progress is essential to improve our understanding of
fundamental processes in natural and engineering sciences. In this paper, we will address …

Soil moisture for hydrological applications: Open questions and new opportunities

L Brocca, L Ciabatta, C Massari, S Camici, A Tarpanelli - Water, 2017 - mdpi.com
Soil moisture is widely recognized as a key parameter in the mass and energy balance
between the land surface and the atmosphere and, hence, the potential societal benefits of …

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 …

Soil moisture responses to rainfall: Implications for runoff generation

NK Singh, RE Emanuel, BL McGlynn… - Water Resources …, 2021 - Wiley Online Library
Soil moisture is a key control on runoff generation and biogeochemical processes on
hillslopes. Precipitation events can evoke different soil moisture responses with depth …

Assessing the potential of soil moisture measurements for regional landslide early warning

A Wicki, P Lehmann, C Hauck, SI Seneviratne… - Landslides, 2020 - Springer
In mountainous terrain, rainfall-induced landslides pose a serious risk to people and
infrastructure. Regional landslide early warning systems (LEWS) have proven to be a cost …

Soil moisture simulation using hybrid artificial intelligent model: Hybridization of adaptive neuro fuzzy inference system with grey wolf optimizer algorithm

S Maroufpoor, E Maroufpoor, O Bozorg-Haddad… - Journal of …, 2019 - Elsevier
Accurate estimation of soil moisture content is necessary for optimal management of water
and soil resources. Soil moisture is an important variable in the hydrologic cycle, which …

Ground observation-based analysis of soil moisture spatiotemporal variability across a humid to semi-humid transitional zone in China

K Zhang, Q Wang, L Chao, J Ye, Z Li, Z Yu, T Yang… - Journal of …, 2019 - Elsevier
Little measurement-based soil moisture information is available for the humid to semi-humid
transitional zones in China. Anhui Province is a representative area of these zones and …

A new method for rainfall estimation through soil moisture observations

L Brocca, T Moramarco, F Melone… - Geophysical Research …, 2013 - Wiley Online Library
Rainfall and soil moisture, SM, are two important quantities for modeling the interaction
between the land surface and the atmosphere. Usually, rainfall observations are used as …

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 …