[HTML][HTML] Landslide failures detection and map** using Synthetic Aperture Radar: Past, present and future

AC Mondini, F Guzzetti, KT Chang, O Monserrat… - Earth-Science …, 2021 - Elsevier
Landslides are geomorphological processes that shape the landscapes of all continents,
dismantling mountains and contributing sediments to the river networks. Caused by …

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 …

Deep learning and data fusion to estimate surface soil moisture from multi-sensor satellite images

A Singh, K Gaurav - Scientific Reports, 2023 - nature.com
We propose a new architecture based on a fully connected feed-forward Artificial Neural
Network (ANN) model to estimate surface soil moisture from satellite images on a large …

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 …

On digital soil map**

AB McBratney, MLM Santos, B Minasny - Geoderma, 2003 - Elsevier
We review various recent approaches to making digital soil maps based on geographic
information systems (GIS) data layers, note some commonalities and propose a generic …

[HTML][HTML] Recent trend and advance of synthetic aperture radar with selected topics

K Ouchi - Remote Sensing, 2013 - mdpi.com
The present article is an introductory paper in this special issue on synthetic aperture radar
(SAR). A short review is presented on the recent trend and development of SAR and related …

Advances in soil moisture retrieval from synthetic aperture radar and hydrological applications

KC Kornelsen, P Coulibaly - Journal of Hydrology, 2013 - Elsevier
The sensitivity of Synthetic Aperture Radar (SAR) to soil moisture is well established,
however, the retrieval of soil moisture from SAR is confounded by the effects of surface …

Four decades of microwave satellite soil moisture observations: Part 1. A review of retrieval algorithms

L Karthikeyan, M Pan, N Wanders, DN Kumar… - Advances in Water …, 2017 - Elsevier
The satellite based passive (radiometer) and active (radar) microwave sensors enhanced
our ability to retrieve soil moisture at global scales. It has been almost four decades since …

On the soil roughness parameterization problem in soil moisture retrieval of bare surfaces from synthetic aperture radar

NEC Verhoest, H Lievens, W Wagner, J Álvarez-Mozos… - Sensors, 2008 - mdpi.com
Synthetic Aperture Radar has shown its large potential for retrieving soil moisture maps at
regional scales. However, since the backscattered signal is determined by several surface …

[BOK][B] Handbook of soil sciences: properties and processes

PM Huang, Y Li, ME Sumner - 2011 - books.google.com
An evolving, living organic/inorganic covering, soil is in dynamic equilibrium with the
atmosphere above, the biosphere within, and the geology below. It acts as an anchor for …