Molecular modelling of a biochar–ZnO–CuO nano-biofertilizer: adsorption simulation for optimized nutrient delivery

Abstract

Amid growing concerns regarding the safety, efficacy, and environmental impact of conventional fertilizers, nanotechnology-based alternatives—particularly nano-biofertilizers—have emerged as promising solutions. In this study, we optimized a conceptualized biochar (CBC) structure (with formula: C60H39NO13 and molar mass: 981.97 g mol−1), building on both our ongoing research and existing literature. Molecular dynamics (MD) simulations were employed to investigate biochar adsorption interactions with zinc oxide (ZnO) and copper oxide (CuO) nanonutrients (NNs), as single and co-adsorbates. Quantitative computational analysis revealed that the CBC molecule exhibits structural stability, with a heat of formation of −226.45 kcal mol−1, a total energy of −12,586.15 eV, and an ionization potential of 8.37 eV. Additional evaluations—including COSMO sigma profiling, UV-Vis spectral analysis, and frontier molecular orbital (HOMO–LUMO) mapping—gave deeper insight into CBC molecular properties. Distinct spatial separation of these orbitals across different functional groups underscores biochar's chemical stability, despite a small HOMO–LUMO energy gap (ΔEgap = 0.058106 eV). Adsorption simulations demonstrated energetically favorable interactions between both NNs and CBC, with a higher affinity for CuO over ZnO (average rigid adsorption energy: −17.64 vs. −14.15 eV). The average structural deformation energy associated with ZnO compared to CuO in the adsorption process (−687.68 eV vs. −6.38 eV) shows different mechanisms or sites of adsorption, respectively. In the co-presence of both nanonutrients, energy parameters were modulated, indicating a positive synergy. These findings offer foundational insights into the molecular properties and thermodynamic behavior of biochar in nanonutrient adsorption. However, recognizing that real world factors such as soil cation exchange capacity, pH, microbiome, and humidity also influence these adsorption interactions, the study discusses their potential effects and recommends the need for further research to bridge theoretical models with empirical data, optimize nanoformulations, assess ecological impacts, and evaluate the economic viability of biochar-based nanofertilizers for sustainable agricultural applications.

Graphical abstract: Molecular modelling of a biochar–ZnO–CuO nano-biofertilizer: adsorption simulation for optimized nutrient delivery

Supplementary files

Article information

Article type
Paper
Submitted
04 Aug 2025
Accepted
27 Aug 2025
First published
04 Sep 2025
This article is Open Access
Creative Commons BY-NC license

RSC Sustainability, 2025, Advance Article

Molecular modelling of a biochar–ZnO–CuO nano-biofertilizer: adsorption simulation for optimized nutrient delivery

A. T. Irewale, E. E. Elemike, C. O. Dimkpa and E. E. Oguzie, RSC Sustainability, 2025, Advance Article , DOI: 10.1039/D5SU00646E

This article is licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported Licence. You can use material from this article in other publications, without requesting further permission from the RSC, provided that the correct acknowledgement is given and it is not used for commercial purposes.

To request permission to reproduce material from this article in a commercial publication, please go to the Copyright Clearance Center request page.

If you are an author contributing to an RSC publication, you do not need to request permission provided correct acknowledgement is given.

If you are the author of this article, you do not need to request permission to reproduce figures and diagrams provided correct acknowledgement is given. If you want to reproduce the whole article in a third-party commercial publication (excluding your thesis/dissertation for which permission is not required) please go to the Copyright Clearance Center request page.

Read more about how to correctly acknowledge RSC content.

Social activity

Spotlight

Advertisements