Energy auditing
Maize
The implementation of conservation tillage substantially minimized the required energy inputs while concurrently boosting the total output energy, thereby demonstrating a distinct efficiency advantage over CT. ZT reduced total energy inputs by 13.50% relative to CT, yet the ZT and ZT + R achieved 4.98% and 8.46% higher output energy, respectively (Table 1; Fig 1). When evaluating the NPMs, the Improved RDN strategy consumed the highest amount of energy input-remaining statistically comparable to both the Improved 80% RDN and RDN-yet it generated the greatest output energy, exceeding RDN by 3.28%. EUE followed a consistent tillage hierarchy: ZT exceeded CT by 26.28%, while ZT+R, despite superior output energy, registered lower EUE owing to its elevated input burden from residue incorporation. A significant CEP × NPM interaction regarding EUE confirmed that conservation tillage significantly amplifies the benefit of optimized nitrogen management.
Wheat
In wheat, the energy efficiency advantage shifted from ZT (as observed in maize) to ZT+R, which recorded the highest EUE-exceeding ZT and CT by 7.17% and 22.68%, respectively. Output energy ranked ZT+R > ZT > CT, with margins of 9.48% and 2.06% over CT, while Improved RDN consistently outperformed RDN and Improved 80% RDN in output energy by 7.57% and 6.71%, respectively. No significant CEP × NPM interaction was detected for total output energy (Table 1; Fig 1). Energy productivity under ZT+R and ZT exceeded CT by 22.58% and 13.97%, respectively.
Carbon auditing
Maize
The CT registered the maximum carbon input (608.05 kg ha
-1), although it significantly lagged behind ZT+R and ZT in terms of carbon output by 9.04% and 4.52%, respectively. Evaluating the NPMs, the Improved 80% RDN strategy established the most advantageous balance between carbon inputs and outputs, recording significantly lower carbon inputs than Improved RDN and RDN due to its 20% cutback in applied nitrogen. Across the crop establishment practices, both CE and CSI maintained a consistent ranking order of ZT > ZT+R > CT (Table 2; Fig 2).
Wheat
Wheat carbon trends closely paralleled those observed in maize. ZT+R and ZT surpassed CT in carbon output by 9.61% and 2.11%, respectively and exceeded CT in CE by 13.38% and 9.83% and in CSI by 14.95% and 10.98% (Table 2; Fig 2). Among NPMs, Improved RDN delivered the highest carbon output, exceeding RDN and Improved 80% RDN by 7.46% and 6.72%.
Energy efficiency under conservation tillage: Mechanisms beyond input reduction
The notable dominance of ZT compared to CT regarding energy use efficiency across both crops highlights an underlying mechanistic reality that goes far beyond merely subtracting the arithmetic cost of reduced tillage passes. Following a decade of conservation protocols on the experimental plots (established 2012), the minimized soil disruption under ZT fosters the formation of stable macroaggregates and continuous biopores, which enhance deep root proliferation, nutrient interception efficiency and water infiltration. This directly translates into an improved ratio of yield-per-unit-input-the fundamental agronomic basis for elevated EUE-which functions independently of and additively to, the immediate energy conserved by skipping tillage operations
(Parihar et al., 2018; Jat et al., 2019).
Our investigation provides novel insights regarding how this efficiency advantage differs crop-specifically within a continuous maize-wheat cycle, demonstrating that the leadership in EUE shifts from ZT during the maize phase to ZT+R during the wheat phase-a pattern that has not been previously documented for this rotation in the region. Mechanistically, this transition is attributable to the carry-over benefits of maize residues left on the soil surface throughout the
rabi season. Notably, maize residue retained on the soil surface under ZT+R has a high C:N ratio and decomposes slowly, enabling a gradual and sustained release of carbon and nitrogen that supports long-term soil organic carbon accrual
(Kumar et al., 2024).
The significant interaction between CEP and NPM regarding EUE, which was uniquely observed in maize, highlights a functional synergy uniting precision nitrogen placement with conservation tillage. Within a ZT framework, the structural integrity of the soil profile is maintained, preserving the spatial geometry of subsurface-banded nitrogen strictly within the active zone of root absorption. Conversely, the repeated soil inversion inherent in CT destabilizes this carefully arranged placement, largely dissipating the spatial benefits provided by the Improved RDN strategy.
Carbon footprint dynamics: Dual-pathway advantage of conservation agriculture
The sustained superiority of the ZT+R and ZT paradigms over CT in relation to the carbon efficiency (CE) and carbon sustainability index (CSI) is driven by two independent, compounding mechanisms. The initial pathway is emission suppression: by completely eliminating tillage procedures and thereby slashing diesel consumption, the heightened direct CO
2 emissions characteristic of CT are successfully avoided. The secondary pathway involves biomass carbon accumulation: the robust biological activity, superior moisture retention and upgraded soil architecture fostered under long-term ZT+R stimulate greater crop biomass generation, subsequently elevating carbon output. The resulting CSI measurements confirm that the ZT+R system sustains a net positive carbon balance, which serves as a fundamental prerequisite for the long-term accrual of soil organic carbon (SOC).
The near-parity in carbon input between CT and ZT+R observed specifically in wheat (0.87% difference), in contrast to the substantial divergence recorded in maize, reflects the lower tillage intensity of conventional wheat establishment relative to post-kharif maize land preparation. This crop-specific asymmetry demonstrates that system-level carbon footprint assessments cannot be extrapolated from single-crop data.
Nitrogen management and carbon footprint: The non-linear emission pathway
The markedly reduced carbon inputs observed in the Improved 80% RDN configuration relative to the full-rate NPMs-and its consequent dominance in CSI-is dictated by the highly non-linear relationship linking applied synthetic nitrogen with N
2O emissions. Whenever the concentration of mineral nitrogen in the soil surpasses the immediate demand of the crop, the processes of nitrification and denitrification accelerate disproportionately, generating N‚ O flux rates that climb much more rapidly than the linear addition of fertilizer. Consequently, decreasing the nitrogen load by 20% under the Improved 80% RDN protocol yields an amplified, greater-than-proportional drop in the overall carbon loading driven by N
2O.
System-level synthesis: Toward sustainable intensification in the IGP
Across all energy and carbon parameters, the ZT+R × Improved RDN combination consistently emerged as the most resource-efficient and environmentally sustainable management strategy. To the best of our knowledge, this is the first study to simultaneously quantify the full energy audit and carbon footprint profile across both crops of a maize-wheat rotation under long-term CA plots integrated with subsurface nitrogen banding in the IGP.
The policy implications of these results are directly actionable. The Government of India’s stringent enforcement against crop residue burning creates an urgent demand for alternatives. ZT+R directly addresses this by incorporating residue into a productive system. Simultaneously, the carbon footprint benefits of Improved RDN and Improved 80% RDN align with the objectives of India’s Soil Health Card scheme and the PM-PRANAM programme.
Limitations and future scope
Although this investigation supplies a rigorous, full-rotation assessment spanning two years and two crops, it remains constrained by certain factors. Primarily, the trial was exclusively executed on the sandy clay loam soils of ICAR-IARI, New Delhi; consequently, the outcomes might differ if replicated across diverse pedological profiles. Therefore, multi-location validation is highly recommended. Second, the specific energy equivalent coefficients applied were derived from
Mittal and Dhawan (1988), which may not perfectly capture the energy demands of contemporary agricultural operations. Subsequent investigations should update these multipliers using the latest life cycle inventory data. Finally, this current research did not directly record belowground biomass carbon, methane (CH
4) flux, or definitive changes in soil organic carbon (SOC) stocks. Future scholarly work should prioritize complete LCA-driven carbon footprinting that includes these crucial dynamics, alongside comprehensive economic analysis to gauge the practical adoption feasibility for smallholder farmers.