The results of the experiment that was carried out shows variations in the various P fractions upon nutrient management.
Loosely bound Phosphate (Pi-water)
During flowering stage of the crop, single factor effect of different level of nitrogen, phosphorus and potassium on loosely bound phosphate (Pi-water) was significant (Table 2a). The loosely bound phosphate (Pi-water) was significant with the interaction effect of NK (Table 4). The values varied between 1.821 and 2.900 mg kg
-1 and the highest value was measures under N
100K
60. Moreover, interaction effect of PK (Table 5) with loosely bound phosphate (Pi-water) was also found to be significant and the highest value (3.124 mg kg
-1) was found in the treatment P
80K
40. Loosely bound phosphate (Pi-water) was found to differ significantly with the interaction effect of NPK (Table 6) and the values varied from 1.336 (N
80P
60K
80) to 3.682 mg kg
-1 (N
120P
80K
60). During fruiting stage of the crop, single factor effect of different level of nitrogen, phosphorus and potassium on loosely bound phosphate (Pi-water) was also significant (Table 2). Besides, loosely bound phosphate (Pi-water) was significant with the interaction effect of NK (Table 4). The values varied between 3.637 and 4.553mg kg
-1 and the highest value was noted under N
100K
80. The interaction effect of PK with loosely bound phosphate (Pi-water) was also found to be significant and the highest value (4.728 mg kg
-1) was registered under P80K80. Loosely bound phosphate (Pi-water) differed significantly with the interaction effect of NPK (Table 6) and the values varied from 2.719 mg kg
-1 (N
100P
80K
40) to 5.766 mg kg
-1 (N
100P
80K
80).
Loosely bound phosphate (Pi-water) significantly differed with the application of different levels of N, P and K fertilizers and their interaction. The easily soluble phosphate forms, increased with the application of higher dose of nutrients, although their concentration was low as compared to other labile and non-labile fractions. Thus mineral fertilization significantly affected the easily soluble phosphate fraction in soil. However, this P fraction relatively prone to migrate to the 20-40 cm soil layer under the influence of acid rain (
Bednarek, Kaczor 1994) but it is relatively easily taken up by plants. The loosely bound phosphate or the Resin-Pi increased during fruiting stage. This may be due to transformation of relatively unavailable forms of P into available forms. Similar results were also reported by
Chmielews et al., (1980). This increase in the fractions followed by decrease in the other fraction (NaOH-Pi, Ca-Pi) confirms the occurrence of P transformation in soil.
Aluminum phosphate (Pi-Al)
During flowering stage of the crop, single factor effect of different level of nitrogen, phosphorus and potassium on aluminum phosphate (Pi-Al) was significant (Table 2). NP interaction was also significant with the aluminum phosphate (Pi-Al) and the values varied from 2.637 to 9.174 mg kg
-1 (Table 3). The highest value was noticed under N
120P
80. Besides, aluminum phosphate (Pi-Al) was also significant under interaction NK. The lowest (3.598 mg kg
-1) and the highest (6.258 mg kg
-1) values were obtained in the treatments N
120K
80 and N
80K
40 respectively. Additionally, interaction of PK with the aluminum phosphate (Pi-Al) was significant and the highest value (7.357 mg kg
-1) was recorded in the treatment P
60K
40 (Table 5). During fruiting stage of the crop, single factor effect of different level of nitrogen, phosphorus and potassium was found to be significant (Table 2) with the aluminum phosphate (Pi-Al). NP interaction was also significant with the aluminum phosphate (Pi-Al) and the values varied from 5.933 to 13.62 mg kg
-1 (Table 3). Aluminum phosphate (Pi-Al) was also significant under interaction of NK. Interaction PK with the aluminum phosphate (Pi-Al) was found to be significant. Aluminum phosphate (Pi-Al) also differed significantly under interaction of NPK (Table 6) and the values ranged between 2.954 mg kg
-1 (N
80P
40K
60) and 14.94 mg kg
-1 (N
100P
80K
40).
Aluminum phosphate (Pi-Al) also differed significantly under interaction of NPK and the values ranged between 1.135 (N80P40K40) and 11.79 mg kg
-1 (N
120P
80K
60). The aluminum phosphate (Pi-Al) also significantly differed with the different levels of NPK applied.The Pi-Al fraction increased with the increase in level of nutrients. Similar results were also found by
Chmielewska et al., (1980) and
Bednarek (2011). At the same time, this fraction had a relatively high proportion in available phosphorus, as determined by different methods (
Alexander and Robertson 1968). The Pi-Al content was ranged from 1.135-11.97 mg kg
-1 in the flowering stage to 2.94-14.94 mg kg
-1 of soil in the fruiting stage. The increase in the concentration of Pi-Al may be attributed to transformation of unavailable form into available form (
Larsen S 1967).
Iron phosphate (Pi-Fe)
Data indicates that during flowering stage of the crop, single factor effect of nitrogen, phosphorus and potassium on Iron phosphate (Pi-Fe) was significant (Table 2). Interaction effect of NP on iron phosphate (Pi-Fe) was also significant and the highest value (90.89 mg kg
-1) was recorded under N
80P
80 (Table 3). Iron phosphate (Pi-Fe) was also significant under interaction of NK and the highest value (84.19 mg kg
-1) was recorded under N80K80. Besides, interaction effect of PK was also significant with the iron phosphate (Pi-Fe) and the values ranged between 70.40 and 87.81 mg kg
-1 (Table 5). The highest value was obtained in the treatment receiving the highest level of phosphorus. Iron phosphate (Pi-Fe) was also differed significantly under interaction of NPK (Table 6) and the highest value (102.9 mg kg
-1) was obtained in the treatment N
80P
80K
80. Data showed that during fruiting stage of the crop, single factor effect of nitrogen was significant (Table 2) with the iron phosphate (Pi-Fe) and the values ranged from 55.84 to 64.28 mg kg
-1. Further, different level of phosphorus and potassium on iron phosphate (Pi-Fe) was also significant. Interaction effect of NP on iron phosphate (Pi-Fe) was also significant and the highest value (71.51 mg kg
-1) was found in the treatment N
80P
80. Beside this, iron phosphate (Pi-Fe) was also significant with the interaction effect of NK and the highest value (66.56 mg kg
-1) was recorded under N
80K
80 (Table 4). Moreover, interaction of PK was also significant with the iron phosphate (Pi-Fe). The highest value was obtained in the treatment receiving the highest level of phosphorus and lowest dose of potassium (P
80K
40). Iron phosphate (Pi-Fe) was also differed significantly with the interaction of NPK (Table 6) and the highest value (73.61 mg kg
-1) was obtained in the treatment N
80P
60K
40.
The iron phosphate (Pi-Fe) also differed significantly with the nutrient management and these fractions constitute a larger pool of P as compared to labile forms of phosphate (Resin-Pi and NaHCO
3-Pi). The soils of Assam contain high amount of exchangeable Al
3+
(Sahu et al., 2001). The acidity of the soils of north eastern region was attributed to the presence of Al3+ in clay complex. This explains the dominance of either Pi-Al or Pi-Fe fraction in acid soils of Assam
(Halder et al., 1981). This pool is considered to be important to plant P nutrition and important in P transformation
(Kumoyo et al., 2005). The iron phosphate fraction decreased at fruiting stage and this may be because of transformation of iron bound phosphate to more labile forms of phosphate and thereby increasing the availability of labile P fractions
(Chao et al., 2015). In this way, hydroxide or acid extractable Pi (NaOH-Pi or HCl-P) may act as the quantity factor that buffers the more labile P forms.
Calcium phosphate (Pi-Ca)
Data revealed that during flowering stage of the crop, single factor effect of different levels of nitrogen, phosphorus and potassium on calcium phosphate (Pi-Ca) was significant (Table 2). Interaction effect of NP on calcium phosphate (Pi-Ca) was also significant (Table 3) and the values varied between 9.992 and 15.76 mg kg-1and the highest value was obtained under N
120P
40. Calcium phosphate (Pi-Ca) also differed significantly under interaction of NK and PK. Calcium phosphate (Pi-Ca) differed significantly under interaction of NPK (Table 6). The lowest value (5.098 mg kg
-1) and the highest value (21.50 mg kg
-1) were recorded under N
80P
60K
60 and N
80P
80K
80 respectively. Data revealed that during fruiting stage of the crop, single factor effect of different levels of nitrogen, phosphorus and potassium was significant (Table 2) with calcium phosphate (Pi-Ca). Interaction of different levels of NP on calcium phosphate (Pi-Ca) was also significant and the values varied between 9.23 and 17.07 mg kg-1 and the highest value was obtained under N
120P
40. Besides, calcium phosphate (Pi-Ca) was also significant under interaction effect of NK (Table 4). Interaction of PK was also significant under calcium phosphate (Pi-Ca) and the values ranged from 10.24 mg kg
-1 (P
40K
80) to 17.79 mg kg
-1 (P
40K
60). Calcium phosphate (Pi-Ca) was differed significantly under the interaction of NPK (Table 6). The lowest value (3.928 mg kg
-1) and the highest value (22.45 mg kg
-1) were recorded under N
80P
60K
60 and N
80P
80K
80 respectively.
Apatite phosphate (Pi-Ca) differed significantly with the different levels of NPK and the values ranged between 5.09-21.50 mg kg
-1 at the flowering stage and 3.928-22.45 g kg
-1 at fruiting stage. This fraction also constitutes a small proportion as compared to the total Pi fraction in soil. This is because as the soil is acidic, they do not contains much calcium as most of the cations are leached down due to rainfall or application of irrigation
(Kumoyo et al., 2005). Talashikar et al., (2006) in some lateritic soils of Konkan region of Maharashtra found that Total-P, Ca-P and Occluded-P increased with the increased in acidity.
Residual phosphate (Residual-Pi)
Data indicated that during flowering stage of the crop, the single factor effect of different level of nitrogen on residual phosphate (Residual-Pi) was non-significant (Table 2). The effect of levels of phosphorus and potassium on residual phosphate (Residual-Pi) was also non-significant. Interaction effect of NP with the residual phosphate (Residual-Pi) was also non-significant (Table 3). Besides, residual fraction of P was also non-significant with the interaction of NK. Moreover, interaction of PK and NPK was also non-significant with the residual phosphate (Residual-Pi).
Residual phosphate (Residual-Pi) was non-significant with the interaction effect of NPK. The concentrated H
2SO
4 digested P (Residual P) is the P which is not readily removed by 0.5 M NaHCO
3, 0.1M NaOH or 1M HCl extracting solution and is considered to be a recalcitrant P form of very low solubility and availability, with the residual P as the most resistant fraction (Tiessen and Moir, 1993). It was found that residual P was very high indicating that most of the soil P was found in residual form. The nutrient management on residual-P was non-significant as it has very low solubility and do not had any effect on application of different levels of fertilizers (
O’Halloran, 1993;
Richards et al., 1995; Tran and N’dayegamiye, 1995;
Zhang and MacKenzie, 1997a,
1997b).
Effect of nutrient management on yield and yield prediction by various P fractions
Data indicated that nutrient management does influence the yield of capsicum. Single factor effect of different nitrogen levels on yield was significant (Table 7) and the highest value obtained at N
120 (4288 g/plant). Phosphorus also significantly influence the yield of capsicum and the highest value was recorded on P
80 (3577 g/plant). Different levels of potassium were not significantly influence the yield of capsicum.
Using Artificial Neural Networking method (Fig 1), we tried to find out which P fraction is able to contribute more to the yield of capsicum and we found that Pi-water and Pi-Fe have an impact on yield of capsicum indicating that these two fractions contribute more to the yield of capsicum as compared to other P fractions.