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Estimation of surface soil moisture by combining a structural equation model and an artificial neural network (SEM-ANN)
S Wang, R Li, Y Wu, W Wang - Science of the Total Environment, 2023 - Elsevier
Soil moisture is an important variable of the environment that directly affects hydrological,
ecological, and climatic processes. However, owing to the influence of soil type, soil …
ecological, and climatic processes. However, owing to the influence of soil type, soil …
[BOEK][B] An overview of soil moisture and salinity sensors for digital agriculture applications
Soil salinity and the water crisis are imposing significant challenges to more than 100
countries as dominant factors of agricultural productivity decline. Given the rising trend of …
countries as dominant factors of agricultural productivity decline. Given the rising trend of …
[HTML][HTML] Designing efficient and sustainable predictions of water quality indexes at the regional scale using machine learning algorithms
Water quality and scarcity are key topics considered by the Sustainable Development Goals
(SDGs), institutions, policymakers and stakeholders to guarantee human safety, but also …
(SDGs), institutions, policymakers and stakeholders to guarantee human safety, but also …
[HTML][HTML] Inversion of large-scale citrus soil moisture using multi-temporal Sentinel-1 and Landsat-8 data
Z Wu, N Cui, W Zhang, D Gong, C Liu, Q Liu… - Agricultural Water …, 2024 - Elsevier
Soil moisture is a significant variable in agricultural study and precision irrigation decision-
making. It determines the soil water availability for plants, directly influencing plant growth …
making. It determines the soil water availability for plants, directly influencing plant growth …
[HTML][HTML] Predictive map** of electrical conductivity and assessment of soil salinity in a Western Türkiye alluvial plain
The increase in soil salinity due to human-induced processes poses a severe threat to
agriculture on a regional and global scale. Soil salinization caused by natural and …
agriculture on a regional and global scale. Soil salinization caused by natural and …
Prediction of soil salinity/sodicity and salt-affected soil classes from soluble salt ions using machine learning algorithms
D Andrade Foronda, G Colinet - Soil Systems, 2023 - mdpi.com
Salt-affected soils are related to salinity (high content of soluble salts) and/or sodicity
(excess of sodium), which are major leading causes of agricultural land degradation. This …
(excess of sodium), which are major leading causes of agricultural land degradation. This …
Fine-tuning inflow prediction models: integrating optimization algorithms and TRMM data for enhanced accuracy
This research explores machine learning algorithms for reservoir inflow prediction, including
long short-term memory (LSTM), random forest (RF), and metaheuristic-optimized models …
long short-term memory (LSTM), random forest (RF), and metaheuristic-optimized models …
[HTML][HTML] Weighted Variable Optimization-Based Method for Estimating Soil Salinity Using Multi-Source Remote Sensing Data: A Case Study in the Weiku Oasis …
Z Jiang, Z Hao, J Ding, Z Miao, Y Zhang, A Alimu, X **… - Remote Sensing, 2024 - mdpi.com
Soil salinization is a significant global threat to sustainable agricultural development, with
soil salinity serving as a crucial indicator for evaluating soil salinization. Remote sensing …
soil salinity serving as a crucial indicator for evaluating soil salinization. Remote sensing …
Study on the EC prediction of cracked soda saline-alkali soil based on texture analysis of high-resolution images from ground-based observation and machine …
Z Zhang, J Ren, Y Wang, H Zhou - Soil and Tillage Research, 2024 - Elsevier
The rapid and accurate measurement of soil salinity is essential for assessing the level of
soil salinization. In natural conditions, the surface of cohesive soda saline-alkali soil …
soil salinization. In natural conditions, the surface of cohesive soda saline-alkali soil …
Compositional data analysis (CoDA) and geochemical signatures of the terminal complex aquifer in an arid zone (northeastern Algeria)
The Biskra region, one of the arid regions in North-East Algeria, has known remarkable
agricultural development, necessitating additional mobilization of groundwater resources …
agricultural development, necessitating additional mobilization of groundwater resources …