Integrating active and passive remote sensing data for mapping soil salinity using machine learning and feature selection approaches in arid regions
SA Mohamed, MM Metwaly, MR Metwalli… - Remote Sensing, 2023 - mdpi.com
The prevention of soil salinization and managing agricultural irrigation depend greatly on
accurately estimating soil salinity. Although the long-standing laboratory method of …
accurately estimating soil salinity. Although the long-standing laboratory method of …
Prediction of soil salinity parameters using machine learning models in an arid region of northwest China
Accurate estimation of soil ions composition is of great significance for preventing soil
salinization and guiding crop irrigation. The traditional laboratory measurement of ions …
salinization and guiding crop irrigation. The traditional laboratory measurement of ions …
Investigating spatial distribution of fluoride in groundwater with respect to hydro-geochemical characteristics and associated probabilistic health risk in Baruipur block …
Fluoride (F−) enrichment in groundwater of the lower Gangetic plain in West Bengal, India is
a major concern. Fluoride contamination and its toxicity were reported earlier in this region; …
a major concern. Fluoride contamination and its toxicity were reported earlier in this region; …
Spectral prediction of soil salinity and alkalinity indicators using visible, near-, and mid-infrared spectroscopy
Drought and the impacts of climate change have led to an escalation in soil salinity and
alkalinity across various regions worldwide, including Iran. The Chahardowli Plain in …
alkalinity across various regions worldwide, including Iran. The Chahardowli Plain in …
Monthly sodium adsorption ratio forecasting in rivers using a dual interpretable glass-box complementary intelligent system: hybridization of ensemble TVF-EMD-VMD …
The sodium adsorption ratio (SAR) is the most crucial irrigation water quality indicator to
diagnose the suitability of agricultural water resources. Due to this reason, accurate …
diagnose the suitability of agricultural water resources. Due to this reason, accurate …
[HTML][HTML] Evaluating machine learning performance in predicting sodium adsorption ratio for sustainable soil-water management in the eastern Mediterranean
Soil salinization is a critical global issue for sustainable agriculture, impacting crop yields
and posing a threat to achieving the Sustainable Development Goal (SDG) of ensuring food …
and posing a threat to achieving the Sustainable Development Goal (SDG) of ensuring food …
Artificial neural network optimization to predict saturated hydraulic conductivity in arid and semi-arid regions
Saturated hydraulic conductivity (K sat), one of the critical soil hydraulic properties, is used to
model many soil hydrological processes. Measurement of K sat on a routine basis is a labor …
model many soil hydrological processes. Measurement of K sat on a routine basis is a labor …
Agroecological transformation in the salt composition of soil under the phosphogypsum influence on irrigated lands in Ukraine
D Onopriienko, T Makarova, H Hapich, Y Chernysh… - Agriculture, 2024 - mdpi.com
The purpose of our research is to evaluate the agroecological condition of soils under long-
term irrigation (over 50 years) and to improve existing measures to slow down degradation …
term irrigation (over 50 years) and to improve existing measures to slow down degradation …
[HTML][HTML] Machine learning driven forecasts of agricultural water quality from rainfall ionic characteristics in Central Europe
Sodium hazard poses a critical threat to agricultural production globally and regionally
which has been previously predicted from ground or surface water. Monitoring rainwater …
which has been previously predicted from ground or surface water. Monitoring rainwater …
Formation of solonchak in the area of the discharged ancient brine wells (Perm krai, Russia)
E Khayrulina, N Mitrakova, N Poroshina… - Frontiers in …, 2022 - frontiersin.org
The change in soil-forming processes and, as a result, in the ecosystem due to nearly 300-
year long outflow of highly saline waters from ancient brine wells is considered for Perm Krai …
year long outflow of highly saline waters from ancient brine wells is considered for Perm Krai …