Energy efficiency
Operational and non-operational energy requirement (crop energy requirement) and energy input-output
Both operational and non-operational energy were included in the energy inputs. In contrast to non-operational (indirect) energy, which included seed, manure, bio-fertilizers and chemical fertilizer (NPK), whereas operational (direct) energy consisted of slashing, burning, land preparation, sowing, weeding, harvesting, threshing and winnowing. Table 3 summarises the overall energy input through various operations, soil amendments and seed and illustrates the plots with the highest levels of integrated nutrients that produced the highest levels of energy input. Compared to alternative fertility treatments and unfertilized plots, integrated plots produced more energy output overall (Table 4).
The study’s findings show that each operations under scrutiny relies mostly on human labour. It has been calculated that the larger energy intake also includes the energy consumed by human labour to carry out the processes.
Upadhyaya et al., (2015) also reported related findings. Additionally, the integrated plots with the highest energy input are those that have applied different soil amendments. The study also demonstrated that, while energy use efficiency was constantly declining, energy consumption was rising steadily to enhance agricultural output.
Pal et al., (1985) and
Sharma and Thakur (1989) also illustrated the same findings. Hence, manures, bio-fertilizers and chemical fertilizers accounted for the majority of the energy used in the inputs for the various activities that were used on crops
(Mandal et al., 2002). The use of integrated nutrients in the cultivation of upland paddy results in higher material and energy requirements for bio-products, chemical and manure fertilizers and labour as also reported by
(Khan et al., 2009). However, integrated nutrient management help to significantly boost the energy production with the yield (
Mihov and Tringovska, 2010). In contrast to other treatments under the research, fertility management had the highest grain energy output at the maximum energy input, most likely due to the high grain productivity
(Mandal et al., 2002).
Energetics
For systematizing the various nutrient control modules, the energy budgeting have been gauged (Table 5). Highest energy use efficiency is recorded in T
1 during both the cropping years and energy ratio recorded the highest in the organically treated plot T
11 after the second year cropping. Highest energy productivity in first year cropping was recorded in T
1 and in the second year cropping it was recorded in T
11. Whereas, the maximum specific energy in the first year cropping was estimated in T
2 and in the second year cropping it was found in T
3. Net energy was recorded the highest in T
10.
Energy use efficiency was shown to be significantly greater in the plots with no fertilizers, but efficiency varied significantly owing to nutrient management systems. Increasing fertilizer intensity for increased productivity is proportional to the energy consumed in production, but it also decreases the EUE (
Sharma and Thakur, 1989). The study also demonstrates that the higher energy usage efficiency in terms of output-input produced was connected to economics and is inversely proportional to the cost of cultivation.
Because of the higher system productivity, the INM module had higher net energy. The study illustrated that the net energy was considerably influenced by the various treatments, with INM application producing higher net energy and no fertilizer application producing lower net energy. This is a result of an increase in gross output relative to input energy. These conclusions are relevant to the findings by
(Harika et al., 2020). Furthermore, the lower energy usage in the system is primarily responsible for the greater energy efficiency ratio in the no fertilizer plot. Similar results were also reported by
(Lewandowska-Czarnecka et al., 2019). Additionally, the energy efficiency ratio tends to be low for larger energy input and high for lower energy input.
Economics
Cost of cultivation, net return and gross return and benefit cost ratio
Costs of the various materials utilised and the cost of their preparation per hectare were compared. Due to the greater cost of organic manures and bio-fertilizers, cultivation costs were higher with INM treatments (Table 6).
The study depicted that the cost of cultivation climbed steadily as the rate of integrated nutrient application increased and the use of chemical, organic and bio-fertilizers were linked with the greatest cost, surpassing that of all other fertility treatments. According to
Baishya et al., (2013), the cost of cultivation also increases in direct proportion to the usage of large quantities of fertilizer modules. However, INM offered greater returns (Fig 1 and Fig 2) as compared to organic nutrient supply conforming the findings of (
Hanson and Musser, 2003 and
Russo and Taylor, 2006).
Baishya et al., (2010) and
Kumar et al., (2013) discovered that crops with integrated nutrients produced a much higher return on investment per rupee. The crop that received just organic fertilization produced a poorer return.
The B:C ratio in INM was superior to that of organic treatments. Furthermore, the cost-benefit analysis of this study revealed that T
10 and T
9 (Table 7) under better nutrition control produced the greater BCR as also recorded by
(Desai et al., 2015 and
Srinivasarao et al., 2020).
Despite having a greater cultivation cost because of the additional nutrients, fertility treatments had considerably higher gross and net returns than the control plots. Additionally, the nutrient management had an effect on the B:C ratio of upland paddy. The highest BCR value was seen in T
9 (100% RDF +
Azospirillum lipoferum + PSB + KMB +
Glomus + ZnSB).