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 moisture retrieval from remote sensing measurements: Current knowledge and directions for the future

ZL Li, P Leng, C Zhou, KS Chen, FC Zhou… - Earth-Science …, 2021 - Elsevier
Soil moisture (SM) is an essential parameter for understanding the interactions and
feedbacks between the atmosphere and the Earth's surface through energy and water …

Surface soil moisture retrievals from remote sensing: Current status, products & future trends

GP Petropoulos, G Ireland, B Barrett - Physics and Chemistry of the Earth …, 2015 - Elsevier
Abstract Advances in Earth Observation (EO) technology, particularly over the last two
decades, have shown that soil moisture content (SMC) can be measured to some degree or …

Machine learning to estimate surface soil moisture from remote sensing data

H Adab, R Morbidelli, C Saltalippi, M Moradian… - Water, 2020 - mdpi.com
Soil moisture is an integral quantity parameter in hydrology and agriculture practices.
Satellite remote sensing has been widely applied to estimate surface soil moisture …

Soil moisture measuring techniques and factors affecting the moisture dynamics: A comprehensive review

MW Rasheed, J Tang, A Sarwar, S Shah, N Saddique… - Sustainability, 2022 - mdpi.com
The amount of surface soil moisture (SSM) is a crucial ecohydrological natural resource that
regulates important land surface processes. It affects critical land–atmospheric phenomena …

MARMIT: A multilayer radiative transfer model of soil reflectance to estimate surface soil moisture content in the solar domain (400–2500 nm)

A Bablet, PVH Vu, S Jacquemoud… - Remote Sensing of …, 2018 - Elsevier
Surface soil moisture content (SMC) is known to impact soil reflectance at all wavelengths of
the solar spectrum. As a consequence, many semi-empirical methods aim at inferring SMC …

GIS and remote sensing aided information for soil moisture estimation: A comparative study of interpolation techniques

PK Srivastava, PC Pandey, GP Petropoulos… - Resources, 2019 - mdpi.com
Soil moisture represents a vital component of the ecosystem, sustaining life-supporting
activities at micro and mega scales. It is a highly required parameter that may vary …

Soil moisture remote-sensing applications for identification of flood-prone areas along transport infrastructure

AK Ahlmer, M Cavalli, K Hansson… - Environmental earth …, 2018 - Springer
The expected increase in precipitation and temperature in Scandinavia, and especially short-
time heavy precipitation, will increase the frequency of flooding. Urban areas are the most …

Earth observation-based operational estimation of soil moisture and evapotranspiration for agricultural crops in support of sustainable water management

GP Petropoulos, PK Srivastava, M Piles, S Pearson - Sustainability, 2018 - mdpi.com
Global information on the spatio-temporal variation of parameters driving the Earth's
terrestrial water and energy cycles, such as evapotranspiration (ET) rates and surface soil …

[PDF][PDF] Soil moisture product validation good practices protocol

C Montzka, M Cosh, J Nickeson, F Camacho, B Bayat… - 2021 - ntrs.nasa.gov
The role of soil moisture in the water, energy and carbon cycle of the Earth cannot be
understated. Soil moisture has a major impact on agriculture, land surface hydrology …