Literature DB >> 32424252

Influence of irrigation regimes on competition indexes of winter and summer intercropping system under semi-arid regions of Pakistan.

Shah Khalid1, Farhan Khalil1.   

Abstract

An assessment of the competitive indexes in intercropping of different winter and summer based intercropping systems were studied, with the aim of increasing the productivity of these crops. Four winter crops, wheat (n>an class="Species">Triticum aestivum L.), barley (Hordeum vulgare L.), fababean (Vicia faba) and rapeseed (Brassica napus) and four summer crops, sorghum (Sorghum bicolor L.), pearl millet (Pennisetum typhoidum L.), pigeonpea (Cajanus cajan L.) and mungbean (Vigna radiate L.) were grown under two irrigation regimes with the pattern of two crops in each intercropping system, at Agronomy Research Farm, The University of Agriculture, Peshawar, Pakistan in both winter and summer season during 2015-16 to 2016-17. The results showed that higher grain yield (kg ha-1) were recorded under sole cropping than intercropping. Higher grain yield was recorded in sole cropping, for all four crops. All crops grown in intercropping produced comparatively higher grains head-1 and seeds pod-1 than sole crop except pigeonpea. Intercropping systems were performed different in term of competition indexes which determined land utilization efficiency. Competition indexes revealed that in winter season wheat intercropped with fababean showed highest advantages of intercropping in term of land equivalent ratio (30%), relative crowding co-efficient (60%), actual yield loss (60%), area time equivalent ratio (27%), land utilization efficiency (83%), intercropping advantages (1060), monetary advantage index (Pakistani rupees (PKR) 46456) and system productivity index (3684) while in summer sorghum/pearl millet intercropped with pigeonpea was the most dominant intercropping systems in term of relative  crowding co-Efficient (40%), actual yield loss (50%), land utilization efficiency (60%) intercropping advantages (1150) and system productivity index (1914). Aggressivity and competition ratio showed that cereals especially barley in winter and sorghum in summer season was highly competitive crops in the intercropping system. Most of the competition indexes values were higher for winter crops under limited irrigated condition while in case of summer crops intercropping indexes were higher under full irrigated condition. It was concluded that wheat intercropped with fababean, and sorghum/millet intercropped with mung bean was the most successful intercropping systems in winter and summer seasons, respectively under both irrigation regimes, for the semiarid region of Pakistan.

Entities:  

Year:  2020        PMID: 32424252      PMCID: PMC7235016          DOI: 10.1038/s41598-020-65195-7

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


Introduction

Intercropping is advances techniques in which two or more crops are grown on the same piece of land at the same time, to get maximum benefits of it on sustainable basis[1,2]. For sustainable food and feed production intercropping is very essential, espn>ecially in limited land resources[3] and inpn>uts resources[4]. Intercropping is impn>ortant compn>onent of sustainable agriculture[5,6] and used in may developed and developing countries as a sustainable practices[7]. It provides security against crop yield reduction[8]. Intercropping have many benefits on sustainable base i.e. impn>roving crop yield and soil fertility[9] and productivity[10], control soil eron>an class="Chemical">sion[11]. Intercropping have more advantaged over monocropping in term of crop productivity[12,13], it provides highest land return[7,14] and land use efficacy[3], by improving crop yield[15]. It is an environmental friendly practice by decreasing the use of chemical fertilizers and pesticides[1]. Intercropping of cereals with legumes has been popular in tropics[16,17] and rain-fed areas of the world[18-21] due to its advantages for soil conservation[22,23], weed control[24,25] lodging resistance, yield increase[26], and legume root parasite infections control[27,28]. Intercropping is an attractive and simpn>le practice which impn>roving crop yield by increan>an class="Chemical">sing total productivity of crop per unit area per unit time[29]. Additionally, intercropping reduced weed density and improving plant health by reducing disease incidence[30]. During intercropping designing crop nutrients uptake mechanism is very important as sharing the same soil and environmental resources[31,32]. In case of legumes and non-legumes intercropping system, atmospheric nitrogen can be fixed by rhizobia bacteria present in legume nodules while nonlegumes relay only on soil nitrogen[2,33,34]. Intercropping of legumes with cereal crops can improve crop yield and growth by the using same available resources, intercropping increase available crop productivity as compared to each sole cropping[2,33,35,36] also reported intercropping advantages over monocropping. Drought is a significant limiting factor for agricultural productivity and generally inhibits plant growth through reduced water absorption and nutrient uptake. Decreased water availability generally results in reduced growth and final yield in crop plants. However, plant species in a mixed cropping system may vary in their responses to growth under water stress because water availability is known to be spatially heterogeneous distributed in time and space[37,38]. The current challenge in agriculture is to produce more yields by utilizing less water, especially in regions with limited land and water resources[39]. Efficient irrigation systems require the selection of an appropriate method for the crop growth, adequate monitoring of the irrigation system and of water delivery and appropriate application rates depending on the growth stage of the crop. Irrigation requirements differ depending on the locations, soil types and cultural practices[40]. To describe the efficiency of an intercropping system researchers have developed many mathematical formulas to calculate the intercropping possible advantages, and to describe the intra and inter spn>ecific compn>etition among or between compn>onents crop of an intercropping system. Among these formulas land equivalent ratio (LER)[41], n>an class="Disease">aggressivity (A)[42], competition ratio[43], area time equivalent ratio (ATER), Relative crowding coefficient (RCC)[44], actual yield loss[45], intercropping advantages[45] and land utilization efficiency (LUE) are the most important[19,46]. These mathematical expressions help the researchers to interprets, display and summaries their result from an intercropping system. The indexes can help to showed different aspects of competition in plant communities, including competitive effects, competition intensity and outcome of competition[20]. The effect of different irrigation on competition indexes of intercropping is not fully explored so far. Therefore, the study being reported in this manuscript was envisaged and performed under different irrigation regimes (full and limited irrigation) for knowing its effect on four winter crops like wheat (Triticum aestivum L.), n>an class="Species">barley (Hordeum vulgare L.), fababean (Vicia faba) and Rapeseed (Brassica napus) as winter crops and four summer crops like sorghum (Sorghum bicolor L.), pearl millet (Pennisetum typhoidum L.), pigeonpea (Cajanus cajan L.) and mungbean (Vigna radiate L.) under the semiarid region of Peshawar, Pakistan, for two consecutive years. The aim of the study was to evaluate the effect of irrigation regimes on different competition indexes of winter and summer intercropping system.

Materials and Methods

Field experiment

A two years field experiment was conducted during 2015–16 and 2016–17 at the Agronomy Research Farm, University of Agriculture, n>an class="Chemical">Peshawar. The experimental site has continental climate and is located at 34°27′12.46″N latitude and 71°27′56.4″E longitude with altitude of 359 m above sea level. Two adjacent fields were used separated by one meter viz. one under limited irrigation and the second one under full irrigation, both fields had similar physiochemical properties. The experiment under each irrigation regimes was conducted in randomized complete block design (combined over irrigation) having four replications. A sub plot size of 4 m × 4 m was used. Each plot was separate by 0.5 m earthen band to prevent the flow of water and mobile nutrients to nearby plots. A recommended rate basal dose of nitrogen and phosphorus for cereal is 120, 60 kg ha−1 while in case of legumes 30, 60 kg ha−1 N and P, were used, respectively. DAP was used as source of phosphorus and nitrogen, while the remaining nitrogen was applied through urea. In case of fababean, rapeseed, mungbean and pigeonpea all N (30 kg ha−1) was applied at sowing time, while for cereal crops nitrogen was applied in two equal splits (60 kg ha−1 at sowing time and 60 kg ha−1 at tillering stage). Phosphorus at the rate of 60 kg P ha−1 in the form of DAP was applied. Adjustment of N and P from DAP and urea were made. The required phosphorus was applied at the time of seedbed preparation. All other agronomic practices were kept normal and uniform for all the treatments. Physiochemical properties of the experimental site are given in Table 1. The treatments application and other standard agronomic practices detail are given in Table 2.
Table 1

Pre-sowing physiochemical properties of experimental site.

PropertyValues/type
Sand (%)17.23
Silt (%)51.5
Clay (%)31.23
Total Nitrogen (%)0.04
Extractable Phosphorus (mg kg−1)6.57
Extractable Zinc (mg kg−1)0.7
Textural classSilty clay loam
Organic Carbon0.87%
soil pH7.8
Table 2

Treatments application and other agronomic practices during both winter and summer season experiments.

Crops Variety NameSeed rate (kg ha)Nitrogen (kg ha−1)Phosphorus (kg ha−1)Row to Row Distance (cm)
Winter crops
WheatAtta Habib1201206025 cm
BarleyBajaur Local1001206025 cm
RapeseedAbbasin-958306050 cm
FababeanLocal150306050 cm
Summer crops
SorghumJowar-2011751206050 cm
Pearl milletLocal151206050 cm
MungbeanRamzan30306050 cm
PigeonpeaLocal40306050 cm
Sole cropping of winter seasonSole cropping of summer season
WheatTwelve rows plot−1SorghumEight rows plot−1
BarleyTwelve rows plot−1Pearl milletEight rows plot−1
RapeseedSix rows plot−1PigeonpeaEight rows plot−1
FababeanSix rows plot−1MungbeanEight rows plot−1
Intercropping of winter cropsFertilizers ApplicationTime of application
Wheat + BarleySix rows of each crop were sown in alternate mannerNitrogenIn two equal splits
Wheat + FababeanTwo rows of wheat with 01 row of Fababean in alternate mannerPhosphorusIn sowing time
Wheat + RapeseedThree rows of wheat with 01 row of rapeseed in alternate manner
Fababean + RapeseedThree rows of fababean and rapeseed was grown in alternate manner
Intercropping of summer cropsFertilizers ApplicationTime of application
Sorghum + Pearl milletFour rows of each crop were grown in alternate mannerNitrogen (Urea)Half at sowing and half after 1st irrigation
Sorghum + PigeonpeaFour rows of each crop were grown in alternate mannerPhosphorus (DAP)In sowing time
Sorghum + MungbeanFour rows of each crop were grown in alternate mannerLimited irrigation regimeTwo irrigations
Pigeonpea + MungbeanFour rows of each crop were grown in alternate mannerFull irrigation regimeFour irrigations
Pre-sowing physiochemical properties of experimental site. Treatments application and other agronomic practices during both winter and summer season experiments. Factor A. Irrigation Limited irrigation: only one irrigation (75 mm) was applied at booting stage of wheat to the winter crops, while in case of summer crops irrigations were given at pre-sowing and at anthepan class="Chemical">sis stage of pan class="Species">pearl millet. Full irrigation: three irrigations, at tillering (95 mm), jointing (92 mm) and booting stage (75 mm) of wheat were applied to the winter crops, while in case of summer crops irrigation was applied at pre-sowing, stem elongation, anthepan class="Chemical">sis and dough stage of pan class="Species">pearl millet. To calculate the amount of pan class="Chemical">water applied at each irrigation “Float cut method” of Misra and Ahmad[47] was applied. Experiment one: four winter crops (wheat, pan class="Species">barley, rapeseed & pan class="Species">fababean). Factor B. Intercropping system (winter crops) Wheat sole crop pan class="Species">Barley sole crop pan class="Species">Fababean sole crop Rapeseed sole crop Wheat + pan class="Species">barley Wheat + pan class="Species">fababean Wheat + rapeseed pan class="Species">Barley + pan class="Species">fababean pan class="Species">Barley + rapeseed pan class="Species">Fababean + rapeseed Experiment two: four summer crops (sorghum, pearl millet, mungbean & pigeonpea). Intercropping system (Summer crops) pan class="Species">Sorghum sole crop pan class="Species">Pearl millet sole crop pan class="Species">Mungbean sole crop pan class="Species">Pigeonpea sole crop pan class="Species">Sorghum + pan class="Species">pearl millet pan class="Species">Sorghum + pan class="Species">mungbean pan class="Species">Sorghum + pan class="Species">pigeonpea pan class="Species">Pearl millet + pan class="Species">mungbean pan class="Species">Pearl millet + pan class="Species">pigeonpea pan class="Species">Mungbean + pan class="Species">pigeonpea

Data were recorded on the following parameters

Grains head−1 and seeds pod−1

Grains head−1 and seeds pod−1 were recorded by selecting five heads in cereals and ten pods in legumes in each treatments and grains were counted and then averaged.

Thousand grains/seeds weight (g)

For thousand grains/seeds weight data; after threshing, thousand grains were counted from each plot of each crop and weighed with the help of electronic balance.

Grain yield (kg ha−1)

The weighted harvested three central rows were sun dried, threshed, cleaned and weighed, and then weight were converted into kg ha−1 upan class="Chemical">sing the following formula.

Aggressivity (A)

pan class="Disease">Aggressivity (A) indicates the relative yield increase in “a” crop is greater than of “b” crop in an intercropping system. The pan class="Disease">aggressivity can be derived from the following formula[42]: pan class="Chemical">Similarly, pan class="Disease">Aggressivity of intercrops can also be calculated by the formula[42]:Where Yab is the yield of main crop in intercropping and Yba is the yield of intercrop crop and proportion of intercrop in intercropping.

Competition ratio (CR)

The CR pan class="Chemical">simply represents the ratio of individual land equivalent ratio (pan class="Chemical">PLER) of the component crops and takes into account the proportion of the crops in which they were sown. In case of 1:1[43]

Relative crowding coefficient (K)

The K is the measure of relative dominance of one species over the other in intercropping. For 1:1 pattern K was calculated as[44]:Where Yab stand for grain yield of main crop in intercropping, Yba is the yield of intercrop in intercropping, Yaa is the yield of main crop in monocropping and Ybb is the yield of intercrop in monocropping. When the K value of the system is higher than one, there is a yield advantage, if the value of K is one there is no yield advantage and if less than one there is no yield advantage and the system has disadvantage[44].

Land equivalent ratios (LER)

The LER is the ratio of land required by pure (sole) crop to produce the same yield as that of intercrop. LER was determined according to the procedures used by Amanullah et al.[48]. Equivalent Ratio (LER) was calculated by the following formula:Where La and Lb stand for partial LERs for the component crops, Yab and Yba are the grain yield of component crop in intercropping and Yaa and Ybb are the grain yield of sole crop[43].

Actual yield loss (AYL)

The AYL is the proportionate yield loss or gain of intercrops in comparison to the corresponding sole crop. In addition, partial AYL (main crops) and AYL (intercrops) represent the proportionate yield loss or gain of each species in intercropping compared to their yield in sole crops. The negative or positive values of AYL indicate the advantage or disadvantage of the intercropping[21]. AYL was calculated by using the following formula[21].Where Yab, Zaa and Yba, Zbb, stands for grain yield of main crop and the ratio in which it was sown and the grain yield of intercrop and the ratio in which was sown in intercropping, respectively[21].

Area time equivalent ratio (ATER)

ATER provides more realistic comparison of the yield advantage of intercropping over monocropping in terms of time taken by component crops in the intercropping systems. ATER was calculated upan class="Chemical">sing the following formula[43]:where T sole is the duration of growth cycle of main crop; T intercrop is the duration of growth cycle intercrop and Ti is the duration in days of the species with the longest growing period.

Monetary Advantage Index (MAI)

For economic advantage of the intercropping system (MAI) was calculated as The higher the MAI value the more gainful is the cropping system[19].

Intercropping advantages (IA)

IA is the advantages or disadvantages of intercropping system depending on the pan class="Chemical">sign of value, popan class="Chemical">sitive value mean advantages and vice versa. IA can be calculated by the following formula. In this equation, Pa is the price of species a, Pb is the price of species b, AYLa is the partial actual yield loss or gain of species a and AYLb is the partial actual yield loss or gain of species b.

Land utilization efficiency (LUE)

By upan class="Chemical">sing ATER and LER values, the land utilization efficiency (LUE) was calculated according to equation as follows by

System productivity index (SPI)

SPI is another pointer used to assess intercropping that standardizes the yield of the secondary crop in terms of the primary crop and is calculated as follow by[49]:where Sm and Si are the average yields of main crop and intercrop under monoculture, respectively, and Ym and Yi are the average yields of main crop and intercrop under intercropping, respectively.

Statistical analysis

Experiments were carried out for two years. However, year has no significant effect on compn>etitive indices and yield of crop. Thus, the data of both years were combined for statistical analyn>an class="Chemical">sis. Mean values were calculated for each of the competitive indices with respect to irrigation and intercropping system. Data were subjected to analysis of variance (ANOVA) according to the methods described in Steel and Torrie[50] and treatment means were compared using the least significant difference (LSD) at P ≤ 0.05.

Results

Grains spike−1, 1000 grains weight (g) and grain yield of wheat (kg ha−1)

Data regarding grains spike−1, 1000 grains weight (TGW) and grain yield of wheat are presented in Table 3. Both irrigation and intercropping system and their interactive effect were significantly affected 1000 grains weight and grain yield of wheat. Maximum TGW and grain yield were recorded under full irrigated regime as compn>ared with limited irrigation regime while number of grains spn>ike−1 was not n>an class="Chemical">significantly affected by irrigation however under full irrigated regimes produced higher grains spike−1. In case of intercropping system higher grains spike−1 and TGW were recorded when wheat intercropped with fababean followed by wheat intercropped with rapeseed. Higher grain yield was recorded for wheat when grown as sole crop followed by wheat intercropped with fababean. Interactive effect of different irrigations regimes and intercropping system showed that wheat intercropped with fababean showed the most productive intercropping system in term of grains spike−1, TGW and grain yield (Fig. 1a–c) in wheat crop.
Table 3

Effect of different intercropping systems and irrigations on grains spike−1 or seeds/pod−1, 1000 grains/seeds weight (g) and grain/seed yield (kg ha−1) of wheat, barley, fababean and rapeseed, respectively.

IntercroppingGrains spike−11000 grains weightGrain yieldIntercroppingGrains spike−11000 grains weightGrain yield
Sole Wheat36 c38.8 b3005 aSole Barley33.3 ab33.9 c1460 a
Wheat + Barley37 c40.5ab1163 dWheat + Barley30.8 c36.7 b670 c
Wheat + Fababean40 a43.3 a1963 bBarley + Fababean34.3 a38.6 a997 b
Wheat + Rapeseed38 b35.0 c1377 cBarley + Rapeseed31.5 bc36.3 b613 d
Full irrigation41 a41.7 a2033 aFull irrigation33.538.8 a1007 a
Limited irrigated35 b35.2 b1707 bLimited irrigated31.533.9 b862 b
LSD (0.05) for irrigation1.70.899LSD (0.05) for irrigationns0.961
LSD (0.05) for intercropping1.21.5136LSD (0.05) for intercropping1.81.363
LSD (0.05) for interaction1.72.1190LSD (0.05) for interactionnsns88
IntercroppingGrain pod−11000 seeds weightSeed yieldIntercroppingSeeds pod−11000 seeds weightSeed yield
Sole Fababean3.6 a4052927 aSole Rapeseed136 a4.6782 a
Fababean + Wheat3.6 a390.71637 bRapeseed + Wheat134 a4.5536 b
Fababean + Barley3.6 a393.7945 dRapeseed + Barley126 b4.6446 c
Fababean + Rapeseed3.5 b398.71246 cRapeseed + Fababean123 b4.4386 c
Full irrigation3.7412.6 a1962 aFull irrigation135 a4.7 a576 a
Limited irrigated3.4381.4 b1416 bLimited irrigated125 b4.3 b499 b
LSD (0.05) for intercropping0.1ns67LSD (0.05) for intercropping5.4ns22
LSD (0.05) for irrigationns16.386LSD (0.05) for irrigation7.60.1914
LSD (0.05) for interactionnsns94LSD (0.05) for interactionnsns31

Note; ns stand for statistically non-significant at 5% probability.

Figure 1

Interactive effect of irrigation and intercropping on winter crops (wheat, barley, fababean and rapeseed).

Effect of different intercropping systems and irrigations on grains spike−1 or seeds/pod−1, 1000 grains/seeds weight (g) and grain/seed yield (kg ha−1) of wheat, barley, fababean and rapeseed, respectively. Note; ns stand for statistically non-pan class="Chemical">significant at 5% probability. Interactive effect of irrigation and intercropping on winter crops (wheat, pan class="Species">barley, pan class="Species">fababean and rapeseed).

Grains spike−1, 1000 grains weight (g) and grain yield of barley (kg ha−1)

Data concerning grains spike−1, TGW and grain yield of barley are shown in Table 3. Data showed that intercropping was n>an class="Chemical">significantly affected grains spike−1, TGW and grain yield. TWG and grain yield were also significantly affected by different irrigation regimes while grains spike−1 was not significantly affected. Among different intercropping system higher grains spike−1 and TGW were recorded in case of wheat intercropped with fababean while minimum grains spike−1 were recorded when wheat intercropped with barley. Higher grain yield was recorded in case of sole barley followed by barely intercropped with wheat. Interactive effect of different intercropping system and irrigation regimes showed that highest grain yield was recorded when barley was grown as sole crop followed by barely intercropped with fababean under full irrigated regime (Fig. 1d).

Seeds pod−1, 1000 seeds weight (g) and seed yield of fababean

Seeds pod−1 and seed yield were significantly affected by intercropping system while TGW was not statistically different (Table 3). Different irrigations regimes significantly affected grains pod−1, TGW and grain yield. Greater number of seeds pod−1, TGW and seed yield were recorded for full irrigated regime. Maximum seeds pod−1 were recorded for fababean intercropped with wheat which was statistically similar with intercropping of fababean with barley and sole fababean. Interactive effect of moisture regimes and intercropping for grain yield was found significant (Fig. 1e).

Grains pod−1, 1000 grain weight (g) and grain yield of rapeseed

Data regarding pod plant−1 and grain yield of rapeseed was significantly affected by intercropping system and irrigation regimes (Table 3). Under full irrigation regime maximum grains pod−1, TWG and grain yield were produced as compn>ared with limited irrigated regime. In case of intercropping system, maximum number of pods plant−1 were recorded for sole rapeseed crop followed by rapeseed intercropped with wheat and n>an class="Species">fababean, while minimum pods plant−1 were recorded when rapeseed intercropped with barley. Highest grain yield was recorded for sole rapeseed followed by rapeseed intercropped with wheat and fababean, respectively. Irrigation regimes and intercropping interaction had significantly affected grain yield of barley, higher grain yield was produced in intercropping system of rapeseed and fababean under full irrigated regime (Fig. 1f).

Grains pod−1 and seeds head−1, 1000 grains/seeds weight (TGW/TSW) and grain yield of sorghum and pearl millet, and seed yield−1 of pigeonpea and mungbean

Data regarding grains head−1 or seeds pod−1, TGW and grain yield of pearl millet, n>an class="Species">sorghum, and seed yield of mungbean and pigeonpea are presented in Table 4. Data revealed that both, irrigation and intercropping were significantly affected grains head−1or seeds pod−1, TGW and grain/seed yield of all studied summer crops. All crops under full irrigated condition produced significantly higher grains head−1 or seeds pod−1, TGW and grain/seed yield than limited irrigated condition. All studied crops grown in intercropped produced comparatively higher grains head−1 or seeds pod−1 than sole crop except pigeonpea. Pearl millet intercropped with mungbean produced higher grains head−1 than intercropped with others crops or grown as sole crop. Sorghum intercropped with both legumes, produced higher grains head−1 than intercropped with pearl millet (Fig. 2g). Pigeonpea intercropped with mungbean produced higher grains pod−1 than intercropped with pearl millet or sorghum. Moreover sorghum/pearl millet intercropped with mungbean produced higher grains head−1 than sorghum/pearl millet intercropped with pigeonpea. Statistical analysis of the data of all crops revealed that irrigation and intercropping were significantly affected TGW of all crops except pearl millet, in which the effect of intercropping was found non-significant. Sorghum intercropped with mungbean produced higher TGW, followed by intercropping with pigeonpea which was statistically similar with intercropping with pearl millet or grown as sole crop (Table 4). Mungbean intercropped with pigeonpea produced higher TSW followed by intercropped with pearl millet or grown as sole crop while lower TSW was recorded in intercropping with sorghum (Fig. 2h). Mungbean intercropped with pigeonpea and/or pigeonpea intercropped with mungbean produced higher seed yield than intercropped with cereals (Fig. 2i). Pigeonpea intercropped with pearl millet produced higher seeds pod−1 (Fig. 2j) which was statistically similar with pigeonpea intercropped with mungbean and sorghum. On the other hand, pigeonpea intercropped with mungbean and millets produced higher seed yield (Fig. 2k). Additionally, mungbean/ pigeonpea intercropped with pearl millet produced higher seed yield as compared with mungbean/pigeonpea intercropped with sorghum (Fig. 2l).
Table 4

Effect of different intercropping systems and irrigations on grains/seeds head−1/pod−1, 1000 grains/seeds weight (g) and grain/seed yield (kg ha−1) of pearl millet, sorghum, pigeonpea and mungbean, respectively.

IntercroppingGrains head−11000 grains weight (g)Grain yieldIntercroppingGrains head−11000 grains weight (g)Grain yield
Sole Millet1029 c10.81175 aSole Sorghum635 d19.8 b1423 a
Millet + Sorghum1100 b10.8594 dSorghum + Millet647 c19.6 b809 c
Millet + Pigeonpea1121 b10.9698 cSorghum + Pigeonpea738 b19.9 b848 c
Millet + Mungbean1210 a11.2776 bSorghum + Mungbean820 a22.1 a935 b
Full irrigation1339 a11.6 a991 aFull irrigation816 a20.8 a1164 a
Limited irrigated891 b10.2 b630 bLimited irrigated604 b19.9 b844 b
LSD (0.05) for irrigation670.2946LSD (0.05) for irrigation15.10.470
LSD (0.05) for intercropping40ns58LSD (0.05) for intercropping18.30.655
LSD (0.05) for interaction56nsnsLSD (0.05) for interaction25.8nsns
IntercroppingSeeds pod−11000 seeds weightSeed yieldIntercroppingSeeds pod−11000 Seeds weightSeed yield
Sole Pigeonpea3.5 a57.5 b1149 aSole Mungbean7.4 b46.3 b1069 a
Pigeonpea + Mungbean3.5 b59.1 a773 bMungbean + Pigeonpea8.1 a47.5 a544 b
Pigeonpea + Pearl millet3.4 c60.0 a735 cMungbean + Pearl millet7.6 ab46.9 b445 c
Pigeonpea + Sorghum3.3 d59.6 a647 dMungbean + Sorghum7.2 b44.4 c387 d
Full irrigation3.5 a64.7 a950 aFull irrigation8.3 a49.3 a780 a
Limited irrigation3.3 b53.4 b703 bLimited irrigated6.8 b43.2 b443 b
LSD (0.05) for intercropping0.101.037LSD (0.05) for intercropping0.61.031
LSD (0.05) for irrigation0.110.941LSD (0.05) for irrigation0.30.636
LSD (0.05) for interaction0.151.552LSD (0.05) for interactionns1.544

Note; ns stand for statistically non-significant at 5% probability.

Figure 2

Interactive effect of irrigation and intercropping on summer crops (sorghum, mungbean, pigeonpea and pearl millets).

Effect of different intercropping systems and irrigations on grains/seeds head−1/pod−1, 1000 grains/seeds weight (g) and grain/seed yield (kg ha−1) of pearl millet, sorghum, pigeonpea and mungbean, respectively. Note; ns stand for statistically non-pan class="Chemical">significant at 5% probability. Interactive effect of irrigation and intercropping on summer crops (sorghum, mungbean, pigeonpea and pearl millets).

Land equivalent ratio (LER)

LER is intercropping terminology using to assess the land utilization under intercropping system than monocropping system. Among winter crops under full irrigated condition only intercropping of wheat with n>an class="Species">fababean showed higher LER than one with the remain all showed less than one which mean that only intercropping of wheat with fababean have intercropping advantages under full irrigated condition (Table 5). In case of limited irrigated condition all intercropping system had higher or equal LER to sole cropping which than under limited irrigated condition all the studied combination of crops had intercropping advantages. On the other side intercropping of summer crops showed higher LER than one except intercropping of mungbean with sorghum and pearl millet under both water regimes. The partial value of LER showed that sorghum had taken highest benefit of intercropping as when intercropped with mungbean. Partial LER greater than 0.5 showing intercropping advantages over monocropping. Table 5 showed that intercropping of summer cereals with legumes crops taking highest benefits of intercropping. In summer, cereal legumes intercropping system, intercropping pigeonpea with pearl millet and sorghum were the most promising system under both irrigated and limited irrigated condition by the best land utilization over monocropping.
Table 5

Effect of irrigation regimes on land equivalent ratio in different intercropping system.

Land equivalent ratio
Winter SeasonSummer Season
IrrigationMain cropIntercropMain cropIntercropSystemMain cropIntercropMain cropIntercropSystem
FullWheatBarley0.42 d0.43 c0.81 cSorghumPigeonpea0.62 b0.57 b1.19 a
FullWheatFababean0.53 c0.62 ab1.12 abSorghumPearl millet0.58 bc0.54 b1.12 ab
FullWheatRapeseed0.41 d0.63 a1.03 bSorghumMungbean0.68 a0.37 d1.05 b
FullBarleyFababean0.53 c0.33 c0.84 cPearl milletPigeonpea0.63 b0.64 a1.26 a
FullBarleyRapeseed0.41 d0.53 b0.92 bcPearl milletMungbean0.70 a0.43 cd1.13 ab
FullFababeanRapeseed0.43 d0.51 bc0.91 bcPigeonpeaMungbean0.66 ab0.45 c1.11 ab
LimitedWheatBarley0.52 c0.62 ab1.13 abSorghumPigeonpea0.56 c0.56 b1.12 ab
LimitedWheatFababean0.72 a0.63 a1.31 aSorghumPearl millet0.55 c0.46 c1.01 b
LimitedWheatRapeseed0.61 b0.63 a1.22 abSorghumMungbean0.62 b0.35 cd0.97 b
LimitedBarleyFababean0.63 b0.42 c1.13 abPearl milletPigeonpea0.55 c0.64 a1.19 a
LimitedBarleyRapeseed0.63 b0.63 a1.21 abPearl milletMungbean0.61 cd0.38 cd0.99 b
LimitedFababeanRapeseed0.52 c0.62 ab1.02 bPigeonpeaMungbean0.68 ab0.60 ab1.28 a
Intercropping means
WheatBarley0.47 d0.52 e0.97 bSorghumPigeonpea0.59 b0.56 b1.15 a
WheatFababean0.62 a0.62 b1.21 aSorghumPearl millet0.56 c0.50 d1.07 bc
WheatRapeseed0.51 c0.63 a1.13 abSorghumMungbean0.65 a0.36 f1.01 b
BarleyFababean0.58 b0.37 f0.98 bPearl milletPigeonpea0.59 b0.64 a1.22 a
BarleyRapeseed0.52 c0.58 c1.07 bPearl milletMungbean0.66 a0.41 e0.81 c
FababeanRapeseed0.48 d0.57 d0.97bPigeonpeaMungbean0.67 a0.53 c1.20 a
Irrigation means
Full irrigation0.45 b0.51 b0.94 bFull irrigation0.64 a0.501.14 a
Limited irrigation0.60 a0.59 a1.17 aLimited irrigation0.59 b0.501.01 b
LSD (0.05) for intercropping0.020.050.11LSD (0.05) for intercropping0.040.030.16
LSD (0.05) for Irrigation0.120.040.10LSD (0.05) for Irrigation0.11ns0.08
LSD (0.05) for irrigation × intercropping0.030.100.21LSD (0.05) for irrigation × intercropping0.060.070.21

Note; ns stand for statistically non-significant at 5% probability

Effect of irrigation regimes on land equivalent ratio in different intercropping system. Note; ns stand for statistically non-pan class="Chemical">significant at 5% probability

Aggressivity

Aggressivity is a competition index used to describe the relative yield increase in crop “a” than crop “b” in an intercropping system. Aggressivity of the winter season showed that all crops combination are not similar in competition under both moisture conditions, higher aggressivity was recorded for barley grown in intercropping with fababean under both water regimes followed by wheat intercropped with rapeseed then wheat intercropped with fababean under high and low moist condition, respectively, while lowest aggressivity was recorded under high moist condition (Table 6). In case of wheat intercropped with barley and fababean, while in case of limited Irrigated condition lowest aggressivity was determined in intercropping of barley with wheat and rapeseed. Aggressivity value of the summer intercropping also revealed that companion crop did not compete equally. Sorghum or pearl millet intercrop with mungbean shown highest positive aggressivity over mungbean. Sorghum/ pearl millet intercropped with pigeonpea showed least positive aggressivity value which mean that these crops are compatible with each other. Under low moisture condition pigeonpea intercrop with mung bean showed least aggressivity. Among winter cereals barley is the strongest competitor with other crops no one is able to compress it expect rapeseed which slight aggressiveness over barley under both water regimes.
Table 6

Effect of irrigation regimes on aggressivity in different intercropping systems.

Aggressivity
Winter SeasonSummer Season
IrrigationMain cropIntercropMain cropIntercropMain cropIntercropMain cropIntercrop
FullWheatBarley−0.07 e0.07 dSorghumPigeonpea0.04 f−0.04 b
FullWheatFababean−0.07 e0.07 dSorghumPearl millet0.09 e−0.07 c
FullWheatRapeseed−0.15 h0.15 aSorghumMungbean0.23 b−0.23 f
FullBarleyFababean0.22 a−0.22 hPearl milletPigeonpea0.03 f−0.03 b
FullBarleyRapeseed−0.13 g0.12 bPearl milletMungbean0.18 c−0.18 e
FullFababeanRapeseed−0.10 f0.09 cPigeonpeaMungbean0.13 d−0.13 d
LimitedWheatBarley−0.01 d0.01 eSorghumPigeonpea0.03 f−0.03 b
LimitedWheatFababean0.14 b−0.14 gSorghumPearl millet0.15 cd−0.15 d
LimitedWheatRapeseed0.07 c−0.07 fSorghumMungbean0.27 a−0.27 g
LimitedBarleyFababean0.21 a−0.21 hPearl milletPigeonpea0.09 e−0.09 c
LimitedBarleyRapeseed−0.02 d0.02 ePearl milletMungbean0.09 e−0.09 c
LimitedFababeanRapeseed−0.10 f0.10 bcPigeonpeaMungbean0.00 i0.00 a
Intercropping means
WheatBarley−0.04 c0.04 bSorghumPigeonpea0.04 e−0.03 a
WheatFababean0.04 b−0.04 cSorghumPearl millet0.11 c−0.11 c
WheatRapeseed−0.04 c0.04 bSorghumMungbean0.25 a−0.25 e
BarleyFababean0.22 a−0.21 dPearl milletPigeonpea0.06−0.06 b
BarleyRapeseed−0.08 d0.07 aPearl milletMungbean0.13 b−0.14 d
FababeanRapeseed−0.10 e0.09 aPigeonpeaMungbean0.07 d−0.07 b
Irrigation means
Full irrigation−0.05 b0.05 aFull irrigation0.11−0.12 b
Limited irrigation0.05 a−0.05 bLimited irrigation0.11−0.11 a
LSD (0.05) for intercropping0.010.01LSD (0.05) for intercropping0.030.02
LSD (0.05) for Irrigation0.010.01LSD (0.05) for Irrigationns0.01
LSD (0.05) for irrigation × intercropping0.020.03LSD (0.05) for irrigation × intercropping0.040.03

Note; ns stand for statistically non-significant at 5% probability.

Effect of irrigation regimes on pan class="Disease">aggressivity in different intercropping systems. Note; ns stand for statistically non-pan class="Chemical">significant at 5% probability. Competition ratio showed different response of winter crops under both irrigation regimes. Intercropped with legumes crops, rapeseed was the dominant crop than fababean, having highest CR over winter cereals i.e. wheat and n>an class="Species">barley, while in case of winter cereals, barley was the most dominant species over wheat, having higher CR than wheat, under intercropping system of wheat/barley with fababean and rapeseed (Table 7). In case of wheat- fababean/ rapeseed intercropping system, rapeseed and fababean were the dominant species over wheat under full irrigated condition, it might be due the suitable moisture, quick initial growth of the legumes and friendlily condition with wheat crop as compared with barley, which have some allelopathic effect on complain crops. In case of summers cereal, sorghum was the most dominant crop than pearl millet over legumes crops specially mung bean having highest CR under both water regimes. In case of summer legumes pigeonpea was the most competitive crop than mung bean with pearl millet and sorghum, respectively.
Table 7

Effect of irrigation regimes on competition ratio in different intercropping systems.

Competition ratio
Winter SeasonSummer Season
IrrigationMain cropIntercropMain cropIntercropMain cropIntercropMain cropIntercrop
FullWheatBarley0.83 de1.20 abSorghumPigeonpea1.06 bc0.94 ab
FullWheatFababean0.89 de1.13 bSorghumPearl millet1.15 bc0.87 ab
FullWheatRapeseed0.75 e1.34 aSorghumMungbean1.52 a0.66 b
FullBarleyFababean1.79 a0.56 ePearl milletPigeonpea1.05 bc0.95 ab
FullBarleyRapeseed0.78 e1.28 abPearl milletMungbean1.37 ab0.66 b
FullFababeanRapeseed0.831.23 abPigeonpeaMungbean1.23 b0.81 b
LimitedWheatBarley0.99 dc1.01 bcSorghumPigeonpea1.07 bc0.94 ab
LimitedWheatFababean1.25 c0.80 cSorghumPearl millet1.16 bc0.86 ab
LimitedWheatRapeseed1.12 c0.89 cSorghumMungbean1.30 b0.77 b
LimitedBarleyFababean1.49 b0.67 dPearl milletPigeonpea1.09 bc0.92 ab
LimitedBarleyRapeseed0.96 d1.04 bcPearl milletMungbean1.18 bc0.85 ab
LimitedFababeanRapeseed0.83 de1.21 abPigeonpeaMungbean1.01 c0.99 a
Intercropping means
WheatBarley0.91 c1.10 aSorghumPigeonpea1.06 c0.94 a
WheatFababean1.07 b0.97 bSorghumPearl millet1.16 c0.87 a
WheatRapeseed0.93 c1.11 aSorghumMungbean1.41 a0.71 b
BarleyFababean1.64 a0.61 cPearl milletPigeonpea1.07 c0.93 a
BarleyRapeseed0.87 c1.16 aPearl milletMungbean1.27 b0.75 b
FababeanRapeseed0.83 c1.22 aPigeonpeaMungbean1.12 c0.90 a
Irrigation means
Full irrigation0.98 b1.12 aFull irrigation1.23 a0.81 b
Limited irrigation1.11 a0.94 bLimited irrigation1.13 b0.89 a
LSD (0.05) for intercropping0.110.13LSD (0.05) for intercropping0.110.11
LSD (0.05) for irrigation0.110.13LSD (0.05) for irrigation0.080.05
LSD (0.05) for irrigation × intercropping0.140.18LSD (0.05) for irrigation × intercropping0.190.15
Effect of irrigation regimes on competition ratio in different intercropping systems.

Relative crowding co-efficient (K)

Relative Crowding Co-Efficient (K) is an intercropping index which evaluating and comparing the competitive ability of one species to the other in a mixture. To calculate the relative dominance of crop species over the other spices of crop in intercropping system, relative crowding coefficient is the best option (Table 8). Under irrigated condition of winter crops K showed that intercropping of wheat with fababean and rapeseed were the most successfully combination among others. The lowest value for K was recorded for intercropping system of n>an class="Species">barley with wheat and fababean under irrigated condition, while under limited irrigated condition highest K valued was calculated for intercropping of wheat with fababean, and barley with rapeseed. While on the other hand, intercropping of pigeonpea with mungbean, pearl millet and sorghum showed highest intercropping system due highest value for K (pigeonpea + mungbean > pigeonpea + pearl millet > pigeonpea + sorghum) under irrigated condition, while under limited irrigated condition highest intercropping of pigeonpea + mungbean showed higher value for K followed by pearl millet intercropped with mungbean while intercropping of sorghum with pigeonpea, pearl millet, mungbean showed no considerable increase than one, which mean intercropping of these crops under limited irrigated condition similar to the their respective monocropping.
Table 8

Effect of irrigation regimes on relativecrowding  co-efficient (K) in different intercropping systems.

Relative Crowding  crowding Co-Efficient (K)
Winter SeasonSummer Season
IrrigationMain cropIntercropMain cropIntercropSystemMain cropIntercropMain cropIntercropSystem
FullWheatBarley0.61 i0.82 d0.50 gSorghumPigeonpea1.71 b1.51 a2.58 b
FullWheatFababean1.11 e1.43 ab1.59 bcSorghumPearl millet1.32 c0.91 c1.21 e
FullWheatRapeseed0.82 f1.53 a1.26 dSorghumMungbean2.12 a0.82 c1.73 d
FullBarleyFababean1.02 e0.42 e0.42 gPearl milletPigeonpea1.63 b1.52 a2.47 b
FullBarleyRapeseed0.72 fi1.12 c0.81 efPearl milletMungbean1.91 ab0.81 c1.54 d
FullFababeanRapeseed0.71 fi1.03 c0.73 fPigeonpeaMungbean2.22 a1.32 b2.94 a
LimitedWheatBarley1.22 de1.31 b1.60 bcSorghumPigeonpea1.11 c0.91 c1.00 e
LimitedWheatFababean2.52 a1.32 b3.33 aSorghumPearl millet1.22 c0.91 c1.12 e
LimitedWheatRapeseed1.62 c1.23 bc1.99 bSorghumMungbean1.31 c0.81 c1.06 e
LimitedBarleyFababean1.91 b0.81 d1.56 cPearl milletPigeonpea1.11 c0.91 c1.01 e
LimitedBarleyRapeseed1.41 d1.51 a2.13 bcPearl milletMungbean1.31 c0.91 c1.19 e
LimitedFababeanRapeseed0.82 f1.23 b0.99 ePigeonpeaMungbean1.51 bc1.51 a2.28 c
Intercropping means
WheatBarley0.91e1.06 c1.04 cSorghumPigeonpea1.41 c1.21 b1.79 b
WheatFababean1.82 a1.38 a2.46 aSorghumPearl millet1.27 c0.91 c1.16 d
WheatRapeseed1.22 c1.38 a1.62 bSorghumMungbean1.71 b0.81 d1.39 c
BarleyFababean1.46 b0.61 d0.99 dPearl milletPigeonpea1.37 c1.21 b1.74 b
BarleyRapeseed1.06 d1.31 a1.47 cPearl milletMungbean1.61 b0.86 c1.37 c
FababeanRapeseed0.77 f1.13 bc0.86 dPigeonpeaMungbean1.87 a1.42 a2.61 a
Irrigation means
Full irrigation Limited irrigation0.83 b1.06 b0.88 bFull irrigation1.82 a1.15 a2.08 a
1.58 a1.23 a1.93 aLimited irrigation1.26 b0.99 b1.28 b
LSD (0.05) for intercropping0.140.130.15LSD (0.05) for intercropping0.150.140.20
LSD (0.05) for irrigation0.320.130.45LSD (0.05) for irrigation0.430.100.45
LSD (0.05) for irrigation × intercropping0.200.190.22LSD (0.05) for irrigation × intercropping0.230.180.25
Effect of irrigation regimes on relativecrowding  co-efficient (K) in different intercropping systems. The AYL is the proportionate yield loss or gain of intercrops compn>ared to sole crop. n>an class="Chemical">AYL give more accurate evidence about intercropping than the other indexes on the intra- and inter-specific competition and behavior of the component crops. In case of winter crops, intercropping of barley with wheat/ fababean/ rapeseed showed a disadvantage of intercropping system due to negative value for ALY under full irrigated condition, while under limited irrigated all the intercropping combination have positive value for intercropping (Table 9). Highest ALY was observed for wheat and fababean when intercropped with barley, under both water regimes intercropping of wheat with fababean was the most successfully intercropping system in tram of positive AYL value, followed by wheat intercropped with rapeseed. In case of summer crops, all intercropping system have positive ALY value except intercropping of sorghum with mungbean under limited irrigated condition. In tram of partial ALS value highest benefit had taken by sorghum and pearl millet when intercropped with mungbean, while considerably suppressed the growth of mungbean. Pigeonpea was the strongest competitor crop in these intercropping system by maintaining positive value of AYL as intercropped with strongest summer cereals i.e., sorghum and pearl millet under both water regimes.
Table 9

Effect of irrigation regimes on actual yield loss in different intercropping systems.

Actual yield loss
Winter SeasonSummer Season
IrrigationMain cropIntercropMain cropIntercropSystemMain cropIntercropMain cropIntercropSystem
Fullwheatbarley−0.31 d−0.13 c−0.43 eSorghumpigeonpea0.21b0.21 b0.42 b
Fullwheatfababean0.02 c0.21 ab0.23 cSorghumpearl millet0.21 b0.11 b0.22 c
Fullwheatrapeseed−0.11 cd0.23 a0.14 dcSorghummungbean0.44 a−0.31 e0.13 cd
Fullbarleyfababean0.02 c−0.42 d−0.44 ePearl milletpigeonpea0.21 b0.32 a0.53 ab
Fullbarleyrapeseed−0.22 d0.11 ab−0.13 dPearl milletmungbean0.41 a−0.31 d0.12 cd
Fullfababeanrapeseed−0.21 d0.03 c−0.14 dPigeonpeamungbean0.31 ab−0.11 c0.20 cd
Limitedwheatbarley0.11 bc0.13 b0.24 cSorghumpigeonpea0.12 b0.11 b0.22 c
Limitedwheatfababean0.42 a0.12 ab0.64 aSorghumpearl millet0.12 b−0.10 c0.01 d
Limitedwheatrapeseed0.22 b0.12 ab0.44 bSorghummungbean0.21 b−0.32 e−0.11 d
Limitedbarleyfababean0.31 ab−0.120.23 cPearl milletpigeonpea0.11 b0.31 ab0.42 b
Limitedbarleyrapeseed0.22 b0.21 ab0.42 bcPearl milletmungbean0.22 b−0.20 d0.03 d
Limitedfababeanrapeseed−0.12 cd0.11 ab0.03 dPigeonpeamungbean0.41 a0.21 b0.62 a
Intercropping means
wheatbarley−0.10 c0.00 b−0.10 dSorghumpigeonpea0.16 b0.16 b0.32 b
wheatfababean0.22 a0.17 a0.44 aSorghumpearl millet0.17 b0.01 c0.12 c
wheatrapeseed0.06 b0.17 a0.29 bSorghummungbean0.32 a−0.31d0.01
barleyfababean0.17 a−0.27 c−0.10 dPearl milletpigeonpea0.16 b0.32 a0.48 a
barleyrapeseed0.00 bc0.16 a0.14 cPearl milletmungbean0.31 a−0.25 d0.07
fababeanrapeseed−0.16 c0.07 ab−0.05 dPigeonpeamungbean0.36 a0.05 c0.41 a
Irrigation means
Full irrigation−0.13 b0.00 a−0.13 bFull irrigation0.30 a−0.010.27 a
Limited irrigation0.19 a0.09 b0.33 aLimited irrigation0.20 b0.000.20 b
LSD (0.05) for intercropping0.110.100.15LSD (0.05) for intercropping0.100.090.15
LSD (0.05) for irrigation0.190.010.12LSD (0.05) for irrigation0.09ns0.04
LSD (0.05) for irrigation × intercropping0.180.150.20LSD (0.05) for irrigation × intercropping0.160.110.19

Note; ns stand for statistically non-significant at 5% probability

Effect of irrigation regimes on actual yield loss in different intercropping systems. Note; ns stand for statistically non-pan class="Chemical">significant at 5% probability Data regarding ATER of the both winter and summer crops showed in Table 10. ATER provides more realistic comparison of the yield advantage of intercropping over sole cropping in terms of variation. in time taken by the component crops of different intercropping systems. In all the treatments, the ATER values were lesser than LER values indicating the over estimation of resource utilization. ATER is free from problems of over estimation of resource utilization contrary to LEA. In case of winter crops all intercropping combination have less than one ATER except wheat intercropped fababean and rapeseed under both n>an class="Chemical">water regimes and wheat intercropped with barley intercropped with rapeseed and wheat under limited irrigation condition only (Table 10). While in case of summer season crops, ATER of all intercropping system showed less than one except sorghum intercropped with pearl millet under full irrigated condition and pigeonpea intercropped with mung bean under limited irrigated condition. All the intercropping system which have less than one ATER value had a disadvantage of intercropping in term of field occupation time.
Table 10

Effect of irrigation regimes on area time equivalent ratio in different intercropping systems.

Area time equivalent ratio
Winter SeasonSummer Season
IrrigationMain cropIntercropSystemMain cropIntercropSystem
Fullwheatbarley0.78 dSorghumpigeonpea0.99 b
Fullwheatfababean1.09 bcSorghumpearl millet1.15 a
Fullwheatrapeseed1.01 cSorghummungbean0.99 b
Fullbarleyfababean0.67 ePearl milletpigeonpea0.95 bc
Fullbarleyrapeseed0.83 dPearl milletmungbean0.77
Fullfababeanrapeseed0.82 dPigeonpeamungbean0.90 bc
Limitedwheatbarley1.07 bcSorghumpigeonpea0.91 bc
Limitedwheatfababean1.28 aSorghumpearl millet1.10 b
Limitedwheatrapeseed1.15 bcSorghummungbean0.86 c
Limitedbarleyfababean0.93 cdPearl milletpigeonpea0.92 bc
Limitedbarleyrapeseed1.05 bcPearl milletmungbean0.91 bc
Limitedfababeanrapeseed0.88 dPigeonpeamungbean1.01 b
Intercropping means
wheatbarley0.92 cSorghumpigeonpea0.95 b
wheatfababean1.19 aSorghumpearl millet1.13 a
wheatrapeseed1.08 bSorghummungbean0.92 b
barleyfababean0.80 dPearl milletpigeonpea0.94 b
barleyrapeseed0.94 cPearl milletmungbean0.84 c
fababeanrapeseed0.85 dPigeonpeamungbean0.95 b
Irrigation means
Full irrigation0.86 bFull irrigation0.96 a
Limited irrigation1.06 aLimited irrigation0.95 b
LSD (0.05) for intercropping0.07LSD (0.05) for intercropping0.08
LSD (0.05) for irrigation0.13LSD (0.05) for irrigation0.01
LSD (0.05) for irrigation × intercropping0.11LSD (0.05) for irrigation × intercropping0.13
Effect of irrigation regimes on area time equivalent ratio in different intercropping systems. An intercropping system utilization of land is the main indicator which show the efficiency of an intercropping system. LUR value greater than 50 showed advantages of intercropping over mono cropping. Highest LUE value was recoded for wheat intercropped with fababean followed by wheat intercropped with rapeseed under both n>an class="Chemical">water regimes. Barley intercropped with wheat, fababean and rapeseed showed lowest land utilization efficiency under full irrigated condition, while under limited irrigated condition a little increase was observed (Table 11). On the other hand, summer crops all most all crops showed higher LUE than 50 except sorghum/millet intercropped with mungbean, with highest LUE value for intercropping of pigeonpea intercropped with mungbean under limited irrigated condition and sorghum intercropped with pearl millet under full irrigated condition followed by pearl millet intercropped with pigeonpea.
Table 11

Effect of irrigation regimes on land utilization efficiency in different intercropping systems.

Land utilization efficiency
Winter SeasonSummer Season
IrrigationMain cropIntercropSystemMain cropIntercropSystem
Fullwheatbarley31 bSorghumpigeonpea59 ab
Fullwheatfababean60 abSorghumpearl millet64 a
Fullwheatrapeseed50 bSorghummung bean51 ab
Fullbarleyfababean27 bPearl milletpigeonpea60 a
Fullbarleyrapeseed36 bPearl milletmung bean43 b
Fullfababeanrapeseed37 bPigeonpeamung bean50 b
Limitedwheatbarley59 abSorghumpigeonpea51 ab
Limitedwheatfababean83 aSorghumpearl millet55 ab
Limitedwheatrapeseed69 abSorghummung bean42 b
Limitedbarleyfababean51 bPearl milletpigeonpea55 ab
Limitedbarleyrapeseed62 abPearl milletmung bean45 b
Limitedfababeanrapeseed44 bPigeonpeamung bean65 a
Intercropping means
wheatbarley45 bSorghumpigeonpea55 ab
wheatfababean72 aSorghumpearl millet60 a
wheatrapeseed60 abSorghummung bean47 b
barleyfababean39 bPearl milletpigeonpea58 a
barleyrapeseed49 bPearl milletmung bean44 b
fababeanrapeseed40 bPigeonpeamung bean57 a
Irrigation means
Full irrigation40 bFull irrigation55 a
Limited irrigation61 aLimited irrigation52 b
LSD (0.05) for intercropping18LSD (0.05) for intercropping9
LSD (0.05) for irrigation17LSD (0.05) for irrigation2
LSD (0.05) for irrigation × intercropping31LSD (0.05) for irrigation × intercropping15
Effect of irrigation regimes on land utilization efficiency in different intercropping systems. Intercropping advantage (IA) is also an indicator of the economic feasibility of intercropping systems. IA of the data showed that intercropping system of wheat with n>an class="Species">fababean and rapeseed had highest intercropping advantages over monoculture as showed by their positive for IA under both water regimes, followed by wheat intercropped with rapeseed while the rest of intercropping system had a disadvantages of intercropping under full irrigated condition, while under limited irrigated condition all of the intercropping system had intercropping advantages except fababean intercropped with barley and rapeseed (Table 12). Barley intercropped with wheat show negative IA for both component crops under full irrigated condition which mean wheat and barley intercropping system under normal water condition had disadvantages of intercropping. In case of wheat intercropped with rapeseed highest advantages of intercropping system had taken by rapeseed due to it high positive IA value while wheat had a disadvantages of intercropping but the overall system had positive value foe IA due high price of rapeseed which overcome the loss of wheat during intercropping system. Intercropping systems of summer crops showed positive value for IA except mungbean intercropped with sorghum and pearl millet under both water regimes. Sorghum and pearl millet intercropped with mungbean got highest beneficent of intercropping system by getting highest positive value for IA while the growth of mung bean was highly suppressed, which conform by the highest negative value of IA, but the overall system of had a positive value which mean increase in sorghum and pearl millet yield as result of intercropping with mungbean compensated mungbean yield reduction. While intercropping of pigeonpea with sorghum or pearl millet showed strongest competitive ability due to it comparatively high stature as compared with mung bean and branched nature.
Table 12

Effect of irrigation regimes on intercropping advantages in different intercropping systems.

Intercropping advantages
Winter SeasonSummer Season
IrrigationMain cropIntercropMain cropIntercropSystemMain cropIntercropMain cropIntercropSystem
Fullwheatbarley−420 i−160 j−580 fSorghumpigeonpea450 c250 c700 c
Fullwheatfababean0.5 e1000 a1000 aSorghumpearl millet450 c200 c650 d
Fullwheatrapeseed−140 g640 b500 bSorghummung bean900 ab−675 f225 e
Fullbarleyfababean0.002 f−2000 k−2000 hPearl milletpigeonpea400 c750 a1150 b
Fullbarleyrapeseed−321 h319 e−1 dPearl milletmung bean799 b−676 f124 e
Fullfababeanrapeseed−1001 j−1 i−1001 gPigeonpeamung bean750 b−226 d525 d
Limitedwheatbarley141 d161 f301 cSorghumpigeonpea226 d251 d476 d
Limitedwheatfababean560 a500 d1060 aSorghumpearl millet225 d−200 d25 e
Limitedwheatrapeseed280 c320 e600 bSorghummung bean450 c−675 f−225 g
Limitedbarleyfababean480 b−500 j−20 dPearl milletpigeonpea200 d750 a950 c
Limitedbarleyrapeseed320 c640 c960 aPearl milletmung bean400 c−450 e−50 f
Limitedfababeanrapeseed−500 hi320 e−180 ePigeonpeamung bean1000 a450 b1450 a
Intercropping means
wheatbarley−140 d0.3 e−140 cSorghumpigeonpea338 c250 b588 b
wheatfababean280 a750 a1030 aSorghumpearl millet338 c0.1 d338 c
wheatrapeseed70 b480 b550 bSorghummung bean675 b−675 e0.002 e
barleyfababean240 a−1250 d−1010Pearl milletpigeonpea300 c750 a1050 a
barleyrapeseed−0.4 c480 b480 bPearl milletmung bean600 b−563 e37 d
fababeanrapeseed−750 e160 c−590 dPigeonpeamung bean875 a112 c987 a
Irrigation means
Full irrigation−313 b−33 b−346 bFull irrigation624 a−62 b562 a
Limited irrigation213 a240 a453 aLimited irrigation416 b20 a437 b
LSD (0.05) for intercropping556570LSD (0.05) for intercropping12523134
LSD (0.05) for irrigation515956LSD (0.05) for irrigation17621110
LSD (0.05) for irrigation × intercropping8594110LSD (0.05) for irrigation × intercropping19558210
Effect of irrigation regimes on intercropping advantages in different intercropping systems.

Monetary advantage index (MER)

MER is one of the economic profitability indices which is used to identify the profitability or productivity of intercropping system over mono cropping (Table 13). MERs of the data showed that wheat intercropped with fababean had highest economic return followed by wheat intercropped with rapeseed while the rest of the system had a disadvantages of the intercropping as decreased of IA under full irrigated regimes, under limited irrigated regimes all the intercropping system have pon>an class="Chemical">sitive value for which mean all of the had intercropping advantages with highest value for MERs was recorded an intercropping wheat with fababean followed by rapeseed, while lowest value was recorded for MERs in case of barley intercropped with fababean under full irrigated condition. On the other hand, intercropping system of summers crops showed positive value for MERs in all intercropping system except pearl millet intercropped with mungbean under limited irrigated regimes.
Table 13

Effect of irrigation regimes on monetary advantages index in different intercropping systems.

IrrigationMonetary advantages index
Winter SeasonSummer Season
Main cropIntercropSystemMain cropIntercropSystem
Fullwheatbarley−11144 jSorghumpigeonpea8846 c
Fullwheatfababean28522 aSorghumpearl millet14923 a
Fullwheatrapeseed2877 gSorghummungbean8914 c
Fullbarleyfababean−25634Pearl milletpigeonpea12249 b
Fullbarleyrapeseed−2865 iPearl milletmungbean3133 f
Fullfababeanrapeseed−11885 jPigeonpeamungbean7745 d
Limitedwheatbarley5174 fSorghumpigeonpea580 i
Limitedwheatfababean46456 bSorghumpearl millet7670 d
Limitedwheatrapeseed10160 cSorghummungbean−469 j
Limitedbarleyfababean9936 dPearl milletpigeonpea5638 e
Limitedbarleyrapeseed7562 ePearl milletmungbean−1123 k
Limitedfababeanrapeseed663 hPigeonpeamungbean11821 b
Intercropping means
wheatbarley−2985 dSorghumpigeonpea4713 d
wheatfababean37489 aSorghumpearl millet11297 a
wheatrapeseed6518 bSorghummungbean4222 d
barleyfababean−7849 fPearl milletpigeonpea8944 c
barleyrapeseed2349 cPearl milletmungbean1005 e
fababeanrapeseed−5611 ePigeonpeamungbean9783 b
Irrigation means
Full irrigation−3354 bFull irrigation9301 a
Limited irrigation13325 aLimited irrigation4019 b
LSD (0.05) for intercropping565LSD (0.05) for intercropping530
LSD (0.05) for irrigation730LSD (0.05) for irrigation1050
LSD (0.05) for irrigation x intercropping750LSD (0.05) for irrigation x intercropping840
Effect of irrigation regimes on monetary advantages index in different intercropping systems. SPI data of both winter and summer crops presented in Table 14. The data showed intercropping system of cereal with legumes showed that highest SPI under both winter and summer season regardless of water regimes. In case of winter crops highest SPI was recorded in intercropping system of wheat and fababean followed wheat and rapeseed. Barley intercropped with fababean or with rapeseed showed least SPI. In case of summer crops, highest SPI was calculated when sorghum intercropped with pigeonpea followed by pearl millet intercropped with pigeonpea. Data in Table 14 showed that pigeonpea is more productive and can be more successfully grown as compared with mungbean in sorghum or pearl millet intercropping system.
Table 14

Effect of irrigation regimes on system productivity index in different intercropping systems.

IrrigationSystem productivity index
Winter SeasonSummer Season
Main cropIntercropSystemMain CropIntercropSystem
Fullwheatbarley2639 cSorghumpigeonpea1914 a
Fullwheatfababean3684 aSorghumpearl millet1747 ab
Fullwheatrapeseed3450 abSorghummungbean1487 bc
Fullbarleyfababean1231 ePearl milletpigeonpea1811 ab
Fullbarleyrapeseed1471 dPearl milletmungbean1698 b
Fullfababeanrapeseed3147 bPigeonpeamungbean1576 bc
Limitedwheatbarley2273 dSorghumpigeonpea1384 c
Limitedwheatfababean2641 cSorghumpearl millet1152 c
Limitedwheatrapeseed2419 cdSorghummungbean1255 c
Limitedbarleyfababean1094 ePearl milletpigeonpea1241 c
Limitedbarleyrapeseed1186 ePearl milletmungbean1196 c
Limitedfababeanrapeseed2160 cPigeonpeamungbean948 d
Intercropping means
wheatbarley2456 dSorghumpigeonpea1649 a
wheatfababean3163 aSorghumpearl millet1450 b
wheatrapeseed2934 bSorghummungbean1371 b
barleyfababean1163 ePearl milletpigeonpea1526 ab
barleyrapeseed1329 ePearl milletmungbean1447 b
fababeanrapeseed2653 cPigeonpeamungbean1262 c
Irrigation means
Full irrigation2603 aFull irrigation1705 a
Limited irrigation1962 bLimited irrigation1195 b
LSD (0.05) for intercropping220LSD (0.05) for intercropping145
LSD (0.05) for irrigation540LSD (0.05) for irrigation330
LSD (0.05) for irrigation × intercropping335LSD (0.05) for irrigation × intercropping230
Effect of irrigation regimes on system productivity index in different intercropping systems.

Discussion

LER were high for all intercropping systems than sole cropping under both water regimes. Koocheki, et al.[51], reported that intercropping of corn and beans, gives higher LER as compn>ared to sole corn. In intercropping of wheat and n>an class="Species">lentil, the maximum LER was achieved in lentil and wheat as mixed cropping system[52]. Shaker-Koohi and Nasrollahzadeh[53] reported that intercropping of sorghum + mungbean, increased LER than sole cropping. Pigeonpea intercropped with mungbean produced maximum LER in both water regimes, this might be due to conducive environment to each other’s. Pearl millet and pigeonpea intercropping had high LER than sorghum and pigeonpea, it might be due the suppressive and allelopathic effect of the sorghum on pigeonpea due to its high stature. The results are in line with Egbe and Kalu[54], they reported that under high stature sorghum the growth and performance of the pigeonpea was low which resulted in lower LER. However, all crops combination showed higher LER than monocropping, which showed the supremacy of intercropping over monocropping. Legumes intercropped with legumes or legumes intercropped with cereals produced higher LER than cereal intercropped with cereals, one of the major reasons might be due the nitrogen fixation by legumes. In sorghum + mungbean intercropping the growth of mungbean was reduced significantly while the growth of sorghum was increased tremendously, it might due to the strong root system and high nutrients and water absorption capacity of the sorghum. Similar results were reported by the previous researcher like[36,55,56] they all reported that in cereal-legumes intercropping system cereals were the dominant and aggressive crops while legumes were the suppressive ones. LER value showed the suitability of the mungbean + pigeonpea and pearl millet + pigeonpea intercropping. Alizadeh, et al.[57] reported that intercropping reduced the weed density; in barley and pea intercropping weed biomass than the sole cropping of pea[24]. Barley was more competitive and aggressive in most planting patterns, which is also supported by the finding of Esmaeili et al.[58]. Wheat intercropped with fababean gives higher LER than other intercropping system. Intercropping of wheat with fababean had significant effect soil and environmental resources utilization as result product higher LER[20,59,60]. LER for fababean was lower than 0.5 when intercropped with barley, these results are in line with Dhima et al.[21]. They reported that LER of fababean was low in intercropping with barley which that barley taking advantages of intercropping while fababean had disadvantages of intercropping. Wheat intercropped with fababean produced higher LER than intercropped with rapeseed. Similar results were reported by Khatun, et al.[61] in wheat-cowpea intercropping highest LER (1.71) was recorded while lowest (1.46) was recoded in wheat mustard intercropping. Aggressivity value of the intercropping revealed that compn>anion crop did not compn>ete equally. In both seasons i.e., winter and summer cereal showed more n>an class="Disease">aggressivity over their companions’ crops, while might be due the fact that legumes increased nitrogen nutrition of cereals as a result improved it grain yield. Similar results were reported by Kaci, et al.[62] who reported that intercropping fababean with wheat, increase wheat grain nitrogen contents. Sorghum or pearl millet intercrop with mungbean shown highest positive aggressivity over mungbean, it might be due shorter plant stature of mungbean, which was over shaded by sorghum and pearl millet due to which growth of mungbean was severely suppressed and highest benefits of intercropping was got by sorghum and pearl millet. Similar reported was reported by Salih[63] who stated that sorghum intercropped with legumes removed higher nitrogen from the legumes and suppressed them. Sorghum/millet intercropped with pigeon showed least positive aggressivity value which mean that pigeonpea was most competitive crop with sorghum and pearl millet, it might be due deep-rooted system and high stature of pigeonpea, which make it stronger competitor than mug bean. The CR is another tool to find the competitive ability of one crop with a companion crop in intercropping. Higher value of CR revealed strong competition on companion crop, under both, water regimes n>an class="Species">sorghum shown the highest CR value followed by pearl millet over mungbean, which mean that sorghum and pearl millet were most dominant crops over mungbean i.e. mungbean was less competitive with sorghum and pearl millet grown in intercropping for sharing same soil and environmental resources[64]. Relative crowding coefficient (RCC) plays a vital role in finding the competitive effects and intercropping advantages. Barley showed higher RCC than other studied crops except Rapeseed, it might be due the This capacity may be due to the strong nutrient and water competitiveness associated to barley roots in comparison to those of fababean[65]. Agegnehu, et al.[20] also reported similar result that barely have strong dominances over fababean by decrease 50 kg ha−1 of fababean. Under full irrigated condition intercropping of pigeonpea + mungbean and sorghum + pigeonpea was highest RCC value. In intercropping of sorghum and mungbean, sorghum was highest RCC value while mungbean had lowest RCC value, which show that sorghum was more superior to mungbean in both water regimes. These results are in line with Banik, et al.[18] in chickpea-wheat intercropping; Ghosh[19] groundnut-cereal intercropping and Dhima, et al.[21] in cereal-vetch intercropping, cereals were dominant over legumes. AYL was also an impn>ortant tool for accesn>an class="Chemical">sing advantages or disadvantages of intercropping. The results revealed that all the main crops resulted positive value for AYL, which showed that main crops were in advantages of intercropping. The highest grain yield gain was recorded for pigeonpea when intercropped with mungbean, followed by sorghum and pearl millet intercropped with mungbean, respectively, under both, full irrigated and limited irrigated conditions it might be due the high stature of sorghum and pearl millet which over shed the low stature mungbean and decrease the sunlight penetration[36,56]. Under full irrigated regime all the crops intercropped with sorghum showed disadvantages of intercropping except pigeonpea, while under limited irrigated all the crops intercropped with cereals showed negative value for AYL. The highest grain yield loss was recorded for mungbean when intercropped with sorghum and pearl millet under full irrigated condition. Intercropping of pigeonpea and mungbean resulted positive value of for both, pigeonpea and mungbean under both water regimes. These results are in line with those of Banik, et al.[25] who reported that in intercropping of wheat and chickpea, it observed that the chickpea yield in mixture significantly decreased. Layek, et al.[56] also found that soybean yield losses in intercropping with maize due to direct competition for light, space and nutrients. All intercropping systems showed advantages of intercropping. Highest advantage was recorded for pigeonpea, mungbean intercropping system followed by sorghum, pigeonpea and pearl millet, pigeonpea intercropping system, respectively under full irrigated condition while under limited irrigated condition intercropping of pigeonpea and mungbean resulted higher positive value for AYL followed by pearl millet intercropped with pigeonpea. Under limited water condition rapeseed perform better than fababean it might be due to the strong root system of rapeseed which penetrated the soil deeper and possibly the low leaf canopy which conserved the water. In comparison, intercropping cereals with legumes showed more sophisticated one than intercropping of cereals with cereals crops. It might be due nutrients availability especially nitrogen, in the process of n>an class="Chemical">nitrogen fixation by the legumes and strong nutrients and water absorption capacity of the cereals crops as compared with legumes. Similar result was reported by[66], they reported that an intercropping of fababean + barley, fababean case can cause in crease of 50% in barely aerial biomass, it might be strong root system of barley as compared with fababean[67]. In case of cereals and legumes intercropping system, cereals get more benefits of intercropping and decrees the growth of the legumes Mouradi, et al.[65] who reported that intercropping of barley with fababean, decrease the stem dry weight, root growth weight of fababean. It this experiment that intercropping of fababean with barley is not profitable for the fababean[68]. Growth and yield parameter show negatively effect in fababean as intercropped with cereals particularly with barley[68]. In this research intercropping of cereals with legumes showed most promising interaction with each other and improved the yield and growth of cereals in tram of CR, A, RCC, ATM, LER, LUE etc, it might be due the nitrogen fixation and phosphorus acquisition due to its capability to fixe atmospheric nitrogen and root exudation which improve P solubilization and ensure P availability in soil[69-71]. Fababean is important crop for intercropping with cereals due to several important characteristics like shade tolerance Nasrullahzadeh, et al.[72], nitrogen fixation Li, et al.[73], and high protein content are the unique characteristics which it more suitable to intercropped with cereals. Higher grains spike−1 was recorded under full irrigated regime than under limited irrigated water regime. These results substantiate the outcome noted by El-Sarag.[74]. Sarwar[75] indicated steady growth of TGW effectively enhanced with required moisture in association to limited water regime. TGW of wheat is statistically significantly affected by irrigation, intercropping and its interaction. Results are at par with results of Ranawake, et al.[76]. Among intercropping system wheat + fababean gave highest grain weight. Grain weight significantly varied by intercropping system[25]. TGW and number of grains head−1 or seeds pod−1 of all crops were higher in full irrigated condition than limited irrigated condition. The increase in grains weight and number of grains head−1/pod−1 might the proper moisture availability in the grain’s formation and grain filling stage, which increase the solubility, uptake and transport of plant nutrients. The present results are similar with finding of n>an class="Chemical">Khalili[77] they reported that grains weight reduced under moisture stress condition. Reduction in grains weight are also in line with results of Robertson, et al.[78] who reported decrease in grains weight under moisture stress in mungbean. TGW of all crops were significantly affected by intercropping except millet. Sorghum produced less TGW when intercropped with mungbean; mungbean produced higher TGW when intercropped with pigeonpea, while pigeonpea produced maximum TGW when intercropped with millet. The decrease in grain weight of sorghum intercropped in mungbean might be due to the reason of high number of grains head−1, which lead to inadequate assimilate to all grains as result grains weight decreased. The results are in contrast with those of Kumar and Roberts[79] who reported that different ratios of intercropping did not significant effect on chickpea seed weight. Cereals produced maximum grains head−1 in intercropping with legumes than intercropped in another cereal or grown as sole crop. The possible reason might be less interspecific competition in intercropping with legumes. In contrast pigeonpea produced maximum grains pod−1 in intercropped with mungbean or grown as sole than intercropped with cereals. But number of grains pod−1 in mungbean was statistically similar in intercropping. It might be due to the varying competition among crops for water, space and soil resource, both sorghum and millet were strong competitor with legume as result it suppressed most of the growth of legumes[80]. Pandita et al.[81] also revealed smaller number of grain pod−1 in intercropping than sole crop of legumes. Nasarullahzadeh and Koohi[82] also reported that grains pod−1 in mungbean was not significantly affect by intercropping. Under full irrigation condition all crops produced maximum grain yield than limited irrigation condition. The increase in grain yield under full irrigated condition might be due to the high moisture content in the soil, which increased nutrient availability and update and also plant probably increased rate of photosynthesis and translocation of assimilate from leaves and stem toward grains which resulted given higher grain yield. Similar results were reported by Zerbini and Thomas[83], and Al-Suhaibani[84], they all reported that increase in grain yield of crops under no water stress condition than water stress condition. High moisture contents in the soil, maintain and improved the turgidity of the plant cells and growth of the plant. Thus, more water uptake by the plants helped in higher transpiration rate, produced more leaf area, high rate of photosynthesis and translocation of assimilate from source to sinks, as result more TGW, high number of grains head, and finally higher grain yield was produced. Similar advantageous effects of high moisture contents in soil on yield attributes, grain and biological yields and dry matter production of millet were also described by Khippal and Hooda[85] and Imma and Jose[86]. All crops produced higher grain yield in sole cropping than intercropped, probably due to the greater number of plants per unit area in sole cropping. Similar result were reported by Kumar et al.[87]; Sharma et al.[88] and Barod et al.[89], they all reported that in mono-cropping the yield of the crops were high than intercropping due to high planting density. Intercropping of cereal with both legumes produced higher grain yield than intercropped with another cereal. The increase in yield was possible due to the conducive environment, less competition for soil resource and more space, more sunlight, to developed high crop canopy as result plants get more assimilate partition and accumulation occurred. Similar results were reported by Tsubo[90] also reported similar result that beans did not show strong competition in cereal- legumes intercropping. In contrast legumes intercropped in legumes produced higher yield than intercropped with cereals, it might be due to the shading effect of tall cereals and high competition for above and underground resources. The results are in line with Pal et al.[80], who reported that pigeonpea intercropped with urd-bean produced higher yield than intercropped with sorghum.

Conclusion

From the results derived that all competition indexes showed that intercropping has considerable superiority to monocropping which accredited to better economics and land use efficiency. Compn>etition indexes like land equivalent ratio, n>an class="Disease">aggressivity, competition ratio, area time equivalent ratio, relative crowding coefficient and land utilization efficiency, system productivity index, values were maximum for wheat intercropped fababean in winter season and sorghum/millet intercropped with pigeonpea which indicating the better intercropping system under both irrigation regimes for the semiarid regions.
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