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 …

The Raam regional soil moisture monitoring network in the Netherlands

HJF Benninga, CDU Carranza, M Pezij… - … system science data, 2018 - essd.copernicus.org
We have established a soil moisture profile monitoring network in the Raam region in the
Netherlands. This region faces water shortages during summers and excess of water during …

[HTML][HTML] An Automated Machine Learning Approach to the Retrieval of Daily Soil Moisture in South Korea Using Satellite Images, Meteorological Data, and Digital …

N Kim, SJ Lee, E Sohn, M Kim, S Seong, SH Kim… - Water, 2024 - mdpi.com
Soil moisture is a critical parameter that significantly impacts the global energy balance,
including the hydrologic cycle, land–atmosphere interactions, soil evaporation, and plant …

[HTML][HTML] A Methodology to Analyze Soil Moisture Characteristics Using GIS and Modeling Approach for Sustainable Crop Production

U Sharma, M Kothari - 2023 - intechopen.com
This chapter introduces the importance of soil moisture to attain optimum crop production.
Various soil properties that play crucial role in managing irrigation system have been …

The effects of selected soil physical properties on the soil water balance, soil water redistribution and pyrrolizidine alkaloids loads in two diferent textured soils in the …

KI Olifant - 2021 - scholar.sun.ac.za
Rooibos (Aspalathus linearis) is an endemic crop of South Africa produced only in the south
western parts of the country. This includes the Northern Cape where the production was …

Analysis of the added value of remote sensing soil moisture products for near-future inundation risk assessment in North Brabant, the Netherlands.

J Muelders - 2020 - studenttheses.uu.nl
Information products that are based on remote sensing data are increasingly being used for
operational and strategic water management in the Netherlands. The Dutch regional water …