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 …

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 at 30 m from multiple satellite datasets fused by random forest

J Ning, Y Yao, Q Tang, Y Li, JB Fisher, X Zhang… - Journal of …, 2023 - Elsevier
As a key variable used to characterize the climate process between the land surface and
atmosphere, the surface soil moisture (SM) plays an irreplaceable role in the fields of …

A robust supervised method for estimating soil moisture content from spectral reflectance

B Koirala, Z Zahiri, P Scheunders - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the complex interaction of light with moist soils, the soil moisture content (SMC) is
hard to estimate from the soil spectral reflectance. Spectral variability, caused by variations …

[PDF][PDF] Modelling Soil Moisture Content with Hydrus 2D in aContinental Climate for Effective Maize Irrigation Planning

G Nxumalo, T Magyar, J Tamás, A Nagy - 2024 - dea.lib.unideb.hu
In light of climate change and limited water resources, optimizing water usage in agriculture
is crucial. This study models water productivity to help regional planners address these …

[PDF][PDF] Non-invasive indicators in the poultry manure composting process

E Gorliczay, J Tamas, A Nagy - International Journal of Recycling …, 2024 - researchgate.net
Purpose: The study presents how to develop and optimize a spectral measurement
methodology for monitoring the composting process of broiler and hen manure using zeolite …

Evaluation of spectral data based soil organic carbon content estimation models in VIS-NIR

A Nagy, A Szabó, QE Diana, J Tamás - Soil Science Annual, 2024 - real.mtak.hu
The precision agriculture is a key management tool for food security, requiring rapid and
cost-effective fi eld assessment methods to support agricultural decision-making. One …

Risks of agricultural water management and opportunities to reduce them in V4 countries

J Tamás, A Nagy, T Németh - Scientia et Securitas, 2022 - akjournals.com
The food security with good and excellent nutrition quality and food safety with food quantity
in the V4 countries is a strategic issue, where society is less tolerant of the risk that can be …

[PDF][PDF] Water retention possibilities in soils-Hungarian part of Tisza-River Basin.

B Gálya, J Tamás, L Blaskó, P Riczu, S Nistor, J Fehér… - 2018 - researchgate.net
In many regions of Europe (among others in Hungary) agricultural production has been
affected by droughts over the past decades. Global Water Partnership (GWP) Central and …

[PDF][PDF] Application of a Dielectric Measurement Technique for Calculating Water Loss from Two Texture-contrasting Soils Grown with Upland Rice

B Hermawan, S Pajrina, I Agustian - TERRA, 2018 - academia.edu
Most of the water loss from the soil profile occurred through the evapotranspiration process
especially when the plant covers were under maximum growth periods. This study aimed to …