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ARS Home » Southeast Area » Auburn, Alabama » Soil Dynamics Research » Research » Publications at this Location » Publication #330691
Title: Soil disturbance evaluation: application of ANFIS

Author
item KURTENER, DMITRY - European Agrophysical Institute
item KRUEGER, ELENA - European Agrophysical Institute
item Torbert, Henry - Allen

Submitted to: European Agrophysical Journal
Publication Type: Peer Reviewed Journal
Publication Acceptance Date: 6/25/2016
Publication Date: 7/6/2016
Publication URL: http://handle.nal.usda.gov/10113/5661729
Citation: Kurtener, D., Krueger, E., Torbert III, H.A. 2016. Soil disturbance evaluation: application of ANFIS. European Agrophysical Journal. 3(2):42-55. doi:10.17830/j.eaj.2016.03.042.

Interpretive Summary: New techniques to understand the relationship of soil components as impacted by management are needed. In this work, an Adaptive Neuro-Fuzzy Inference System (ANFIS) applied for study the contiguous relations between soil disturbed indicators. Several ANFIS surfaces, which described the contiguous relations between individual soil disturbed indicators (DFSs), values of soil parameters and depth, as well as the contiguous relations between DFSs and combined indicator of soil disturbance (DFC), were obtained.

Technical Abstract: New techniques to understand the relationship of soil components as impacted by management are needed. In this work, an Adaptive Neuro-Fuzzy Inference System (ANFIS) applied for study the contiguous relations between soil disturbed indicators. Several ANFIS surfaces, which described the contiguous relations between individual soil disturbed indicators (DFSs), values of soil parameters and depth, as well as the contiguous relations between DFSs and combined indicator of soil disturbance (DFC), were obtained.