Estimating cation exchange capacity from hygroscopic water content change
Abstract The existing models for estimating cation exchange capacity (CEC) from easy‐to‐measure hygroscopic water content ( θ h ) were based on a single water activity ( a w ) value rather than on the processes that govern soil water vapor adsorption for a distinct a w range. Here, we present a new CEC estimation model based on θ h data of 119 soils with different clay mineralogy (i.e., illitic [IL], montmorillonitic [ML], and kaolinitic [KA] samples) and organic carbon (OC) contents for the a w range from 0.23 to 0.57 (Δ θ 0.23–0.57 ) and validate its performance. Based on the hypothesis that multilayer adsorption exhibits a higher correlation with CEC than monolayer adsorption and capillary condensation, the a w range from 0.23 to 0.57 was chosen with CEC calculated as CEC = k × Δ θ 0.23–0.57 . The performance of the new model is compared to the Arthur (2017) model and the Torrent (2015) model, which considers a single θ h value. The average proportionality coefficient ( k ) varied with the dominant clay mineralogy of the investigated soils. For soils dominated by 2:1 clay minerals (i.e., IL and ML), the new model showed a good estimation accuracy (Nash‐Sutcliffe model efficiency [ E ] ≥ 0.85; root mean squared error [RMSE] ≤ 4.18 cmol (+) kg −1 ). The new model performed better for IL and ML samples than for KA samples, and yielded more accurate CEC estimations than the Arthur model and Torrent model for soils with 2:1 clay minerals. For soil with high OC content (>23.2 g kg −1 ), the new model slightly underestimated CEC ( E = 0.66; RMSE = 5.87).
Authors
- Song Xue (ORCID: https://orcid.org/0000-0003-4918-7032)
- Markus Tuller (ORCID: https://orcid.org/0000-0003-3659-2768)
- Emmanuel Arthur (ORCID: https://orcid.org/0000-0002-0788-0712)
- Chong Chen (ORCID: https://orcid.org/0000-0002-2333-5861)
- Hu Zhou (ORCID: https://orcid.org/0000-0003-4947-0946)
- Jianying Shang
Institutions
- University of Arizona (US)
- Aarhus University (DK)
- Ministry of Agriculture and Rural Affairs (CN)
- China Agricultural University (CN)
Publication Details
- Journal
- Soil Science Society of America Journal
- Published
- 2024-09-21
- DOI
- https://doi.org/10.1002/saj2.20764
- Primary Topic
- Agriculture, Soil, Plant Science
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- National Key Research and Development Program of China