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2025
Soil Moisture Prediction Using Remote Sensing and Machine Learning Algorithms: A Review on Progress, Challenges, and Opportunities
Remote Sensing
2025
Coupling Remote Sensing With a Process Model for the Simulation of Rangeland Carbon Dynamics
Journal of Advances in Modeling Earth Systems
2025
Generalization of multiple depths soil temperature estimation using LSTM and CNN
Journal of Hydrology
2025
Surface soil moisture prediction using multimodal remote sensing data fusion and machine learning algorithms in semi-arid agricultural region
Science of Remote Sensing
2025
Remote sensing of root zone soil moisture: A review of methods and products
Journal of Hydrology
2025
Applying LSTM to Model Multi‐Depth Soil Moisture Under Various Land Covers, Climates and Soils
European Journal of Soil Science
2024
Leveraging legacy data with targeted field sampling for low-cost mapping of soil organic carbon stocks on extensive rangeland properties
Geoderma
2023
Towards soil moisture profile estimation in the root zone using L- and P-band radiometer observations: A coherent modelling approach
Science of Remote Sensing
2023
SaPt-CNN-LSTM-AR-EA: a hybrid ensemble learning framework for time series-based multivariate DNA sequence prediction
PeerJ
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