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Mechanistic investigation of ammonium nitrogen adsorption on low-temperature pyrolysis cotton stalk biochar based on DFT calculations
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  • Published: 04 March 2026

Mechanistic investigation of ammonium nitrogen adsorption on low-temperature pyrolysis cotton stalk biochar based on DFT calculations

  • Siyu Li1,2 na1,
  • Pengyi Li1,2 na1,
  • Liu Jia1,2,
  • Xiaotian Dong1,2,
  • Chunhui Chen1,2,
  • Weiguo Xu1,2,
  • Ziyang Xue1,2 &
  • …
  • Ling Zhou1,2 

Scientific Reports , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Chemistry
  • Engineering
  • Environmental sciences
  • Materials science

Abstract

The escalating nitrogen pollution from large-scale livestock wastewater and the urgent demand for agricultural waste valorization jointly drive the development of high-performance ammonium nitrogen (NH₄⁺-N) adsorbents. Herein, a series of cotton stalk biochars were fabricated through precisely controlled low-temperature pyrolysis (250–350 °C). Adsorption mechanisms were elucidated by integrating kinetic experiments with density functional theory (DFT) calculations. Key findings demonstrate that CS300II (pyrolyzed at 300 °C) achieves an adsorption capacity of 4.29 mg/g in simulated wastewater. Adsorption kinetics and isotherms exhibit excellent fitting to pseudo-first-order (R² > 0.987) and Langmuir (R² > 0.997) models, respectively, with a theoretical maximum capacity of 4.888 mg/g. Although this adsorption capacity is moderate compared to chemically modified or engineered adsorbents, the present study prioritizes mechanistic understanding, low energy input, and sustainability over maximum capacity. Although inhibited by coexisting ions in actual manure wastewater (1.81 mg/g), the adsorption mechanism remains consistent with simulated systems. Quantitative analysis of competing cations (K⁺, Ca²⁺, Na⁺) reveals that divalent cations exert the strongest inhibitory effect on NH₄⁺-N uptake. Multiscale characterization confirms adsorption is governed by oxygen-containing functional group coordination, synergistically assisted by electrostatic attraction, ion exchange, and hydrogen bonding. DFT calculations, performed on idealized carbon frameworks to capture qualitative mechanistic trends rather than absolute quantitative predictions, confirms that pyridine-N and carboxyl groups serve as the most energetically favorable adsorption sites. These computational findings are integrated with experimental evidence from FTIR, XPS, and zeta potential analyses to construct a unified multi-mechanism adsorption model. This work establishes mechanistic foundations for “pollution reduction–resource recovery” co-governance and guides the design of agricultural “carbon–nitrogen” composite materials.

Data availability

The datasets used and/or analysed during the current study available from the corresponding author on reasonable request.

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Funding

This project was supported by the Xinjiang Provincial Key Project Fund (Grant No. 2025AB005).

Author information

Author notes
  1. Siyu Li and Pengyi Li has contributed equally to this work.

Authors and Affiliations

  1. College of Mechanical and Electrical Engineering, Tarim University, Alar, 843300, China

    Siyu Li, Pengyi Li, Liu Jia, Xiaotian Dong, Chunhui Chen, Weiguo Xu, Ziyang Xue & Ling Zhou

  2. Department of Xinjiang Uygur Autonomous Region, Modern Agricultural Engineering Key Laboratory at Universities of Education, Alar, 843300, China

    Siyu Li, Pengyi Li, Liu Jia, Xiaotian Dong, Chunhui Chen, Weiguo Xu, Ziyang Xue & Ling Zhou

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Contributions

Siyu Li: Data curation, Writing - original draft, Investigation, Formal analysis, Visualization. Pengyi Li: Conceptualization, Methodology. Liu Jia: Conceptualization.Xiaotian Dong: Conceptualization, Methodology.Chunhui Chen: Methodology. ,Weiguo Xu: Investigation. Ziyang Xue: Investigation, Methodology. Ling Zhou: Writing–review & editing, Funding acquisition.

Corresponding author

Correspondence to Ling Zhou.

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Li, S., Li, P., Jia, L. et al. Mechanistic investigation of ammonium nitrogen adsorption on low-temperature pyrolysis cotton stalk biochar based on DFT calculations. Sci Rep (2026). https://doi.org/10.1038/s41598-026-41396-4

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  • Received: 05 December 2025

  • Accepted: 19 February 2026

  • Published: 04 March 2026

  • DOI: https://doi.org/10.1038/s41598-026-41396-4

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Keywords

  • Cotton biochar
  • Ammonium nitrogen adsorption
  • Sewage-impacted water
  • DFT calculation
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