Estimation of unfrozen water content in frozen soils based on data interpolation and constrained monotonic neural network
Jiaxian Li, Junping Ren, Xudong Fan, Pengcheng Zhou, Yiqing Pu, Fanyu Zhang
Topics & Concepts
Interpolation (computer graphics)Monotonic functionArtificial neural networkRaw dataSoil waterComputer scienceRaw materialData miningAlgorithmSoil scienceMachine learningMathematicsArtificial intelligenceEnvironmental scienceChemistryOrganic chemistryProgramming languageMathematical analysisMotion (physics)Climate change and permafrostCryospheric studies and observationsSmart Materials for Construction