Influence of nutrient uptake on yield
The combined use of 100% recommended fertilizer dose with microbe-enriched vermicompost (6 t ha
-1) significantly improved nutrient uptake in chickpea across both seasons. This treatment recorded the higher uptake of nitrogen, phosphorus and potassium (66.75, 192.25 and 51.37 kg ha
-1 in trial I; 96.52, 278.01 and 74.28 kg ha
-1 in trial II), closely followed by microbial-enriched FYM. Nano-emulsion biofertilizer integration also enhanced nutrient absorption, though to a slightly lesser extent (Table 1 and 2). These results confirm that the combination of mineral fertilizers with organic and biological inputs consistently enhances nutrient acquisition across seasons.
Nitrogen uptake
Nitrogen uptake had a strong and consistent association with grain yield across both experimental trials, reaffirming its pivotal role in chickpea productivity. Higher nitrogen acquisition substantially enhanced vegetative growth and efficient grain development, as reflected by the very high positive correlations observed in trial I (
r = 0.923**) and trial II (
r = 0.940**) (Fig 8a, 8b). Regression analysis further confirmed a pronounced linear relationship, with nitrogen uptake explaining nearly 85-88% of the variation in grain yield, indicating its dominant contribution to yield formation (Fig 1).
Treatments supplemented with microbe-enriched organic manures and biofertilizers recorded higher nitrogen uptake, likely due to improved soil physical properties, enhanced nutrient retention and greater root proliferation
(Zhang et al., 2023). These conditions promote chlorophyll synthesis, photosynthetic efficiency and effective translocation of assimilates to grain formation
(Sodavadiya et al., 2023). Additionally, organic inputs stimulate microbial-mediated nitrogen fixation and mineralization processes, improving nitrogen availability to crops
(Solangi et al., 2024). In contrast, reduced nitrogen uptake under sole inorganic or lower-input treatments constrained root activity, microbial functioning and ultimately low yield.
Phosphorus uptake
Phosphorus uptake emerged as a dominant determinant of grain yield across both seasons. A strong and positive association was recorded between phosphorus uptake and grain yield in Trial I (
r = 0.808**) and was further strengthened in Trial II (
r = 0.928**), indicating a season-stable yield response to enhanced phosphorus acquisition (Fig 8a, 8b). Regression analysis substantiated this relationship, with phosphorus uptake explaining 65.2% of yield variability in trial I (
R2 = 0.652) and a higher 86.2% in trial II (
R2= 0.862), reflecting improved growing conditions (Fig 2).
The close linkage between phosphorus uptake and microbial indicators underscores the regulatory role of soil microorganisms in phosphorus dynamics. Microbial-enriched organic amendments enhance phosphatase activity and organic acid production, thereby promoting phosphorus solubilisation and mineralisation
(Malhotra et al., 2018). Phosphate-solubilising microbes further mobilise fixed phosphorus and reduce fixation through chelation, improving soil solution availability
(Tian et al., 2021). Given phosphorus’ critical role in energy metabolism, root development, nodulation and assimilate translocation, improved uptake directly translated into higher grain yield
(Aslam et al., 2024).
Potassium uptake
Potassium uptake showed a strong and positive association with grain yield in both seasons, confirming its critical role in yield formation. In Trial I, grain yield exhibited a very high correlation with potassium uptake (
r = 0.919**), which was similarly evident in Trial II (
r = 0.928**), demonstrating that enhanced K absorption directly translated into higher productivity (Fig 8a, 8b). Regression analysis further supported this relationship, with potassium uptake accounting for 84.4% and 86.2% of yield variability in Trial I and Trial II, respectively (
R2 = 0.844 and 0.862) (Fig 3).
Improved potassium uptake under integrated nutrient management was closely linked to increased soil microbial biomass carbon, highlighting the role of microorganisms in mobilizing non-exchangeable potassium fractions. Organic amendments and microbial inputs stimulate rhizospheric activity and organic acid release, thereby enhancing K solubilization
(Hasanuzzaman et al., 2018). Adequate potassium nutrition improves photosynthesis, stress tolerance and assimilate translocation, while synergistic N-P-K interactions further enhance nutrient-use efficiency and yield
(Rawat et al., 2021). In contrast, sole fertilizer application resulted in comparatively lower potassium uptake due to limited biological mobilization.
Influence of soil microbial status on post-harvest soil nutrition
The post-harvest soil nutrient status in chickpea was significantly influenced by treatments enhancing soil microbial activity. The combined application of 100% recommended dose of fertilizers (RDF) along with microbial-enriched vermicompost at 6 t ha
-1 recorded the highest nutrient status, with soil organic carbon (OC) of 0.75%, available nitrogen (481.6 kg ha
-1), phosphorus (37.3 kg ha
-1) and potassium (296.85 kg ha
-1) in trial I and 0.75% OC, 498.4 kg ha
-1 N, 39.86 kg ha
-1 P and 311.36 kg ha
-1 K in trial II (Table 1 and 2). Comparable improvements in post-harvest soil fertility were also observed under microbial-enriched farmyard manure (FYM), indicating its effectiveness in sustaining nutrient availability. Additionally, the application of nano-emulsion biofertilizers resulted in a significant enhancement in soil nutrient status across both trials. These findings clearly demonstrate that treatments promoting active soil microbial populations enhance nutrient mineralization, improve nutrient cycling and ultimately maximize residual soil fertility.
Post-harvest soil organic carbon
In both trials, post-harvest soil organic carbon (SOC) showed a consistent positive association with microbial biomass and biological activity, indicating tight coupling between carbon availability and microbial functioning under integrated nutrient management (INM). In Trial I, SOC was significantly related to SMBC (
r = 0.621** and 0.728**), SMBN (
r = 0.677** and 0.778**), key soil enzymes and microbial populations, while these relationships were stronger in Trial II, as reflected by higher correlation coefficients, suggesting enhanced microbial control over soil carbon dynamics (Fig 8a, 8b).
Regression analysis further confirmed a significant linear dependence of SOC on SMBN, accounting for approximately 46-60% of SOC variability across trials (Fig 4), with SMBC also contributing significantly, though to a slightly lesser extent
(Ashraf et al., 2020). Enrichment with microbial-loaded manures accelerates residue decomposition, thereby augmenting OC turnover and soil biological functioning
(Zhai et al., 2024). Sustained organic inputs, root-derived carbon and microbial turnover under INM treatments likely explain the higher SOC stocks
(Dhaliwal et al., 2021). In contrast, lower SOC in control plots indicates rapid oxidation and weak carbon stabilisation, whereas elevated SOC improved soil structure and microbial habitat stability
(Ahmad et al., 2025).
Post-harvest soil nitrogen
Post-harvest soil nitrogen availability was primarily governed by microbial biomass size and its turnover dynamics. Soil N exhibited strong positive associations with microbial biomass nitrogen (SMBN;
r = 0.711** and 0.695**) and microbial biomass carbon (SMBC,
r = 0.618** and 0.658**) in both experiments, confirming microbial biomass as an active and readily exchangeable nitrogen reservoir (Fig 8a, 8b). Regression analysis further revealed that SMBN alone accounted for nearly half of the variability in residual soil nitrogen (
R2 = 0.506 and 0.483), whereas SMBC contributed comparatively less (
R2 = 0.382), indicating the dominant role of microbial N pools (Fig 5).
Significant relationships with dehydrogenase, FDA hydrolysis and acid phosphatase activities reflected enhanced organic substrate decomposition and N mineralisation
(Solangi et al., 2024). These associations can be attributed to nitrogen’s essential role in microbial protein and nucleic acid synthesis
(Imran et al., 2024). Integrated nutrient management promoted microbial immobilisation, reduced N losses and synchronised nutrient release during biomass turnover. In contrast, nutrient-poor treatments recorded lower soil N due to restricted microbial activity
(Uwituze et al., 2022). Overall, enzyme-regulated microbial processes emerged as key drivers of post-harvest soil nitrogen regulation
(Tang et al., 2025).
Post-harvest soil phosphorus
Post-harvest soil phosphorus availability was largely governed by biological processes, particularly microbial biomass dynamics and enzyme-mediated mineralization. Strong positive correlations were observed between available phosphorus and acid phosphatase activity (
r = 0.798** in trial I and 0.688** in trial II), highlighting the critical role of phosphatase enzymes in mobilizing organically bound P (Fig 8a, 8b). Soil microbial biomass carbon and nitrogen also showed significant associations with available P, confirming their function as dynamic reservoirs facilitating phosphorus turnover. Regression analysis further demonstrated that SMBN accounted for 64% and 48% of the variability in available P across trials, while SMBC contributed 56% (Fig 6).
Phosphorus-solubilizing bacteria emerged as a dominant biological regulator, with high explanatory power (
R2 = 0.777 and 0.598). Phosphorus plays a pivotal role in microbial functioning, particularly through its association with acid phosphatase, which hydrolyses organic P into plant-available forms
(Tian et al., 2021; Solangi et al., 2024). The close linkage between dehydrogenase and FDA activities reinforces the sustained influence of microbial metabolism on P release (
Sardans and Penuelas, 2021). Enhanced nutrient management practices consistently improved microbial abundance, enzymatic activity and phosphorus solubilization efficiency
(Shrivastava et al., 2018; Ibrahim et al., 2022).
Post-harvest soil potassium
Post-harvest soil potassium availability was strongly governed by microbial biomass and enzymatic activity, highlighting the central role of biological regulation of K dynamics under integrated nutrient management (INM). Available K exhibited significant positive associations with soil microbial biomass carbon (SMBC) (
r = 0.594** and 0.518**), indicating enhanced microbial-mediated mobilization of non-exchangeable potassium pools. Strong correlations with dehydrogenase (
r = 0.772** and 0.661**) and fluorescein diacetate hydrolysis (
r = 0.731** and 0.547**) suggest that intensified microbial respiration and enzymatic turnover promote mineral K release (Fig 8a, 8b).
Acid phosphatase activity also showed consistent relationships (
r=0.640**-0.501**), reflecting coordinated enzyme-microbe interactions. Regression analysis confirmed significant linear dependence of available K on dehydrogenase activity (
R2 = 0.437 and 0.596) across trials (Fig 7). The strong positive associations of available K with microbial biomass carbon (MBC) and dehydrogenase activity highlight its critical role in microbial energy metabolism and intracellular redox balance
(Ashraf et al., 2020). Adequate K availability is known to enhance microbial protein synthesis and extracellular polysaccharide production, which in turn facilitates biofilm formation and improves soil aggregation
(Daunoras et al., 2024). Sustained INM likely enhances mineral weathering through microbial organic acid production while maintaining microbial stability, unlike poorly integrated treatments where biological K mobilization remained limited (
Sardans and Penuelas, 2021;
Wei et al., 2024).