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Hindawi Publishing CorporationInternational Journal of AgronomyVolume 2013 Article ID 581627 8 pageshttpdxdoiorg1011552013581627
Research ArticleEffect of Rhizobium and Phosphate Solubilizing BacterialInoculants on Symbiotic Traits Nodule Leghemoglobin andYield of Chickpea Genotypes
G S Tagore1 S L Namdeo2 S K Sharma2 and Narendra Kumar3
1 Department of Soil Science and Agricultural Chemistry JNKVV Jabalpur Madhya Pradesh 482 004 India2 College of Agriculture Indore Madhya Pradesh 452 001 India3 IIPR Kanpur Uttar Pradesh 208 024 India
Correspondence should be addressed to Narendra Kumar nkumaricargmailcom
Received 25 June 2013 Revised 16 September 2013 Accepted 17 September 2013
Academic Editor J K Ladha
Copyright copy 2013 G S Tagore et al This is an open access article distributed under the Creative Commons Attribution Licensewhich permits unrestricted use distribution and reproduction in any medium provided the original work is properly cited
A field experiment was carried out during the rabi season of 2004-05 to find out the effect of Rhizobium and phosphate solubilizingbacterial (PSB) inoculants on symbiotic traits nodule leghemoglobin and yield of five elite genotypes of chickpea Among thechickpea genotypes IG-593 performed better in respect of symbiotic parameters including nodule number nodule fresh weightnodule dryweight shoot dryweight yield attributes and yield Leghemoglobin content (255mg gminus1 of fresh nodule) was also higherunder IG-593 Among microbial inoculants the Rhizobium + PSB was found most effective in terms of nodule number (2766nodules plantminus1) nodule fresh weight (14490mg plantminus1) nodule dry weight (7430mg plantminus1) shoot dry weight (1176 g plantminus1)and leghemoglobin content (229mg gminus1 of fresh nodule) and also showed its positive effect in enhancing all the yield attributingparameters grain and straw yields
1 Introduction
Pulses are the second most important group of crops aftercereals Developing countries contribute about 74 to theglobal pulses production and the remaining comes fromdeveloped countries India China Brazil Canada Myanmarand Australia are the major pulse producing countries withrelative share of 25 10 5 5 and 4 respectively In2009 the global pulses production was 615 million tonnesfrom an area of 706 million hectares with an average yieldof 871 kgha Dry beans contributed about 32 to globalpulses production followed by dry peas (17) chickpea(159) broad bean (75) lentil (57) cowpea (6) andpigeonpea (40) India is the largest producer and consumerof pulses in the world contributing around 25ndash28 of thetotal global production About 75 of the global chickpea(Cicer arietinum L) area falls in India [1] Chickpea is one of
the major post rainy seasonpulse crops in Madhya Pradeshwhich occupies 309m ha with production of 330mt andproductivity of 1071 kg haminus1 [2] The poor productivity ofchickpea in this region ismainly due to imbalance applicationof nutrients and use of traditional varieties Under suchsituations use of Rhizobium and phosphate solubilizingbacteria (PSB) had shown advantage in enhancing chickpeaproductivity [3 4] Microbial inoculants are cost effectiveecofriendly and renewable sources of plant nutrients [5]Rhizobium and PSB assume a great importance on accountof their vital role in N
2
-fixation and P-solubilisation Theintroduction of efficient strains of P-solubilizing species ofBacillus megaterium biovar phosphaticum Bacillus polymyxaPseudomonas striata Aspergillus awamori and Penicilliumdigitatum in the rhizosphere of crops and soils has beenreported to help in increasing phosphorus availability in thesoil [6] Since the information on response of elite genotypes
2 International Journal of Agronomy
of chickpea to inoculation with Rhizobium and phosphatesolubilizing bacterial inoculants is meager under such situ-ation therefore an experiment was designed to assess theproductivity of chickpea genotypes in combinations withmicrobial inoculants inMalwa Region of Madhya Pradesh
2 Material and Methods
21 Experimental Site The field experiment was conductedat the Experimental Farm of College of Agriculture IndoreMadhya Pradesh (22∘431015840 N 75∘561015840 E and 5557m abovemean sea level) The soil of the experimental site belongs tosarol series which is a member of a fine montmorilloniticfamily of Vertic Ustochrept and Vertic Chromusters The soilcharacteristics of the experimental site before start of thestudy were analysed and presented in Table 1
22 Treatments Details and Crop Culture The experimentwas conducted during the winter (rabi) season of 2004-05The experiment was laid out in split-plot design with threereplications The experiment was conducted with twentytreatment combinations comprising five genotypes namelyIG-226 IG-370 IG-379 JG-412 and IG-593 in main plotsand four microbial inoculants (no inoculum RhizobiumPSB and Rhizobium + PSB) in sub-plots The chickpea geno-types were collected from college of Agriculture Indore andmicrobial inoculants from JNKVV Jabalpur The gross plotsize was 5m times 240m2 Chickpea crop was sown on a fineseed bed prepared after presown irrigation with a seed rate of100 kg haminus1 Rhizobium inoculant at 5 g kgminus1 seed was appliedas seed treatment whereas phosphate solubilizing bacterialinoculants were applied in soil at 3 kg haminus1 prior to sowingThe chickpea crop was given irrigation at 40 days after sow-ing
23 Soil Analysis Soil samples from surface soil (0ndash15 cm)were taken for chemical analysis after harvesting of ricecrop Random cores were taken from each plot with a 5 cmdiameter tube auger and bulked The moist soil sampleswere sieved (2mm) after removing plant material and rootsSimilarly initial soil samples were collected from 10 randomplaces of experimental site before start of study All chemicalresults are means of triplicate analyses and are expressed onoven-dry basis Soil was analyzed for pH in 1 25 soil watersuspension [7] SOC by the method of Walkley and Black[8] Kjeldahl N by FOSS Tecator (Model 2200) available Pfollowing the method of Bray and Kurtz [9] available K by1 N NH
4
OAc using a flame photometer [7] and availableS by using 015 CaCl
2
[10] Rhizobium population in thesoil samples was enumerated by plant infection technique ofToomsan et al [11] and phosphate solubilizing bacteria (PSB)by dilution plate count method as described by Sundara Raoand Sinha [12]
24 Nodulation Growth and Yield of Crops Five plants wererandomly selected and removed from each plot and recordedthe nodule fresh weight at 35 55 and 75 days after sowing(DAS) After removal of nodules the plants were first sun
Table 1 Soil properties before the start of the study
Soil parameter ValuepH 78Electrical conductivity dSmminus1 023Soil organic carbon 045Available nitrogen kg haminus1 204Available phosphorous (Olsenrsquo P) kg haminus1 958Available potassium kg haminus1 576Available sulphur kg haminus1 1288
dried for 3 days and then oven dried at 65∘C for 48 hoursto obtain dry weight Leghemoglobin content in nodulartissues collected at 35 55 and 75 DAS was determined by theprocedure outlined by Beau [13] The nodules were dried inoven at 65∘C for 78 hours for dry weight of nodules Plantswere harvested at physiological maturity and plant heightand number of branches per plant number of pods per plantand number of seeds per pod and test weight (1000 seedweight) were recorded from 10 randomly selected plants atthe time of harvest Total drymatter and grain yield were alsorecorded for each plot
25 Statistical Analysis Effect of treatments were evaluatedby split-plot analysis of variance (ANOVA) with chickpeagenotypes as main and microbial inoculants as subfactorsAnalysis of variance was performed using the program SPSS110 for windows The significance of the treatment effect wasdetermined using F-test When ANOVA indicated that therewas a significant value multiple comparisons of mean valuewere performed using the least significant difference method(LSD)
3 Results and Discussion
31 Symbiotic Traits The data on mean nodule numbernodule fresh weight nodule dry weight and shoot dry weightat 35 55 and 75 days after sowing (DAS) are presentedin Figures 1(a) 1(b) 1(c) 1(d) and Table 2 The analysis ofdata revealed that among the genotypes IG-593 exhibitedthe highest nodule number namely 1991 2704 and 2529plantminus1 nodule fresh weight namely 8679 12748 and10016mg plantminus1 and dry weight of nodules namely 46166729 and 6568mg plantminus1 at 35 55 and 75DAS respectively
Genotype IG-593 recorded maximum shoot dry weightnamely 256 1255 and 2553 g plantminus1 and the minimum inIG-370 namely 167 803 and 1498 g plantminus1 at 35 55 and75 DAS respectivelyThe data on symbiotic traits of chickpeagenotypes indicated that shoot dry weight increased progres-sively and nodule number nodule fresh weight nodule dryweight also followed the similar trend at 35 and 55 DAS butthe decline was noted in nodule number fresh weight anddryweight of nodules at 75DASThiswasmainly due to decayof nodular tissues at pod formation which start from 60 to 65DAS
Coinoculation of Rhizobium and PSB recorded signifi-cantly higher nodule number and its fresh as well as dry
International Journal of Agronomy 3
5
10
15
20
25
30
35 55 75Days after sowing
Mean number of nodules plantminus1
Nod
ule n
umbe
r pla
ntminus1
(a)
Days after sowing
40
50
60
70
80
90
100
110
120
130
140
35 55 75
Mean nodule fresh weight (mg plantminus1)
Nod
ule f
resh
wei
ght (
mg
plan
tminus1
)
(b)
35 55 75Days after sowing
20
30
40
50
60
70
80Mean nodule dry weight (mg plantminus1)
Nod
ule d
ry w
eigh
t (m
g pl
antminus
1
)
(c)
35 55 75Days after sowing
1
6
11
16
21
26
31 Mean shoot dry weight (g plantminus1)
Shoo
t dry
wei
ght (
g pl
antminus
1
)
(d)
IG-226IG-370IG-379
JG-412IG-593
35 55 75Days after sowing
1
15
2
25
3
Legh
emog
lobi
n (m
g gminus1
of fr
esh
nodu
le)
Mean nodule leghemoglobin (mg gminus1 of fresh nodule)
(e)
Figure 1 ((a)ndash(d)) Symbiotic parameters and (e) leghemoglobin content in nodular tissues of chickpea genotypes at different intervals
4 International Journal of Agronomy
Table2Symbioticparametersa
ndlegh
emoglobincontentinno
dulartissuesa
tdifferentintervals
Chickp
eageno
types
Nod
ulen
umberp
lantminus1
Nod
ulefresh
weight(mgp
lantminus1 )
Nod
uled
ryweight(mgp
lantminus1 )
Shoo
tdry
weight(gp
lantminus1 )
Nod
uleleghemoglobin
(mggminus1of
fresh
nodu
le)
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
3555
7535
5575
3555
7535
5575
3555
75Ch
ickp
eageno
type
IG-226
117
181
158
523
879
708
268
497
481
1894
202
1315
15IG
-370
95146
133
412
667
630
245
408
384
1780
185
1112
12IG
-379
140
217
193
670
948
813
327
543
534
21
104
219
1618
17JG
-412
174
246
233
805
1178
942
417
617
599
23
114
236
1821
20
IG-593
199
270
253
868
1275
1002
462
673
657
26
126
255
21
26
25
SEmplusmn
1212
09
20
31
22
06
1306
004
03
05
01
07
01
LSD(119875=005)
39
36
28
66
101
7319
41
20
01
1017
02
02
03
Microbialinoculants
Con
trol
94156
148
462
569
541
243
390
380
1992
166
1215
15Rh
izobium
189
254
247
671
1209
1021
403
646
631
22
108
246
1720
19PS
B100
168
157
548
646
616
263
421
409
20
96207
1315
15Rh
izobium
+PS
B207
277
267
951
1449
1204
466
743
705
23
118
265
20
23
23
SEmplusmn
06
08
07
31
39
28
08
1313
005
02
03
004
005
01
LSD(119875=005)
1722
1991
112
80
23
37
38
01
04
08
01
01
02
PSB
phosph
ates
olub
ilisin
gbacteria
International Journal of Agronomy 5
weight than Rhizobium and PSB alone The increase innodulation might be due to synergistic effect of the two typesof microorganisms for biological nitrogen fixation as againsttheir individual application Results of the similar kind havealso been reported by Rudresh et al [4] It is also due to thefact that phosphate solubilizing bacteria by virtue of theirproperty of producing organic acids solubilize insoluble orfixed form of phosphorus in the rhizosphere and make itavailable to the growing plants which promotes root develop-ment in plants [14] In the present study a significant responseof dual inoculation with Rhizobium and PSB was observedwith respect to shoot dry weight per plant Observations ofthe similar kind have been recorded by Gupta and Namdeo[15] and Barea et al [16]
32 Leghemoglobin Content in Root Nodules The resultsgiven in Figure 1(e) and Table 2 showed that the leghe-moglobin content in chickpea root nodules increased withthe advancement of crop age and was maximum at 55 DASand thereafter decline at 75 DAS Among the genotypes IG-593 possessed the highest nodule leghemoglobin of 210 255and 247mg gminus1 of fresh nodule and lowest 107 123 and145mg gminus1 of fresh nodule in IG-370 at 35 55 and 75 DASrespectively In the present study coinoculation ofRhizobiumand PSB performed better than Rhizobium and PSB alonewith respect to leghemoglobin content in the nodular tissuesof chickpea crop In case of microbial inoculants higherleghemoglobin content in nodular tissues was observed inRhizobium + PSB in comparison to their individual inocu-lation The better nodulation under chickpea genotype IGminus593 might be resulted in higher content of leghemoglobinin nodular tissues Similarly higher leghemoglobin content inRhizobium + PSB was mainly due to better root and nodulesdevelopment [17]
33 YieldAttributes Thesignificant differenceswere found inyield attributing parameters due to genotypes and microbialinoculants while their interaction effect was nonsignificant(Table 3) Among the genotypes IG-593 exhibited the highestmean number of branches and pods per plant and seeds perpod that is 1595 6396 plantminus1 and 159 podminus1 respectivelyand the lowest values were recorded in IG-370 that is 10233471 plantminus1 and 113 podminus1 respectively It was further notedthat among the genotypes IG-593 produced the tallest plant(4207 cm) while the genotype IG-370 had shortest plant(3063 cm) Variation in the above parameters is bound tooccur due to difference in geneticmakeup and inherited char-acters in different genotypesThe results corroborate with thefindings of Singh et al [18] and Tiwari et al [19]
The data further indicated that IG-593 had highesttest weight (33380 g) followed by JG-412 (24913 g) IG-379 (19148 g) IG-370 (15868 g) and IG-226 (15234 g) Thevariation in test weight among the genotypes is likely to occurdue to difference in seed size of the individual genotype Ahigh value of test weight indicated the boldness of seedswhile the lower values indicated small seeds Largesmall seedsize of chickpea is basically a genotypic character [19] Inthe present study seed inoculation with Rhizobium + PSB
significantly increased the plant height number of branchesnumber of pods per plant number of seeds per pod and1000 seed weight (test weight) over no inoculation Thehigher growth and yield attributes under Rhizobium + PSBinoculation were mainly due to more availability of N PK and S in the soil for chickpea plants [20ndash22] More-over growth promoting substances (phytohormones) areproduced by these organisms which further promote plantgrowth [23ndash25] Further inoculation of Rhizobium and PSBalone produced significantly higher number of pods per plantand test weight These results are in close agreement withTakankhar et al [26] and Khoja et al [27]
34 Grain and StrawYield Critical examination of the data inTable 3 revealed that genotype IG-593 produced the highestgrain and straw yields (2 286 and 2 728Kg haminus1) followed byJG-412 (1 995 and 2 291 Kg haminus1) and lowest in IG-370 (1 475and 1 613 Kg haminus1) The observed variation in seed and strawyields in the present investigation seems to be due to geneticdifference in yield potential of different genotypes and alsodue to variable response of different genotypes to microbialinoculants [19 28]
Significant differences in grain and straw yields werealso recorded due to microbial inoculation The grain andstraw yields increased due to microbial inoculation and thehighest seed and straw yields were obtained in inoculation ofRhizobium + PSB that is 2 150 and 2 461 Kg haminus1 and thelowest in the case of control that is 1 587 and 1 901 Kg haminus1respectively The increase in grain and straw yield might beattributed to the increased availability ofN andP in soil whichresulted in higher growth and development and finally yields[20 23 29ndash31]
35 Soil Characteristics Soil pH and EC remain unaffectedunder different chickpea genotypes and microbial inocula-tionHowever highest value of soil organic carbon (SOC)wasobserved under IG-593 (053) and the lowest under IG-370(047) The significant variations in available N P K and Swere also recorded due to chickpea genotypes and microbialinoculationThe highest value of available N (21925 kg haminus1)available P (1218 kg haminus1) available K (5686 kg haminus1) andavailable S (136 kg haminus1) was recorded after harvest of chick-pea genotype 1G-593 and the lowest values of available NP K and S were recorded in IG-370 In case of microbialinoculation the highest values of available N (2203 kg haminus1)available P (141 kg haminus1) available K (5569 kg haminus1) andavailable S (1341 kg haminus1) were recorded under inoculationof both Rhizobium and PSB however the lowest values ofavailable N P K and S were under no-inoculation (control)The variations in available nutrients under different genotypemight be due to variations in compatibility between soilmicroflora and chickpea genotypes HoweverRhizobium andPSB inoculation had resulted in better plant growth nodu-lation and rhizospheric environment which finally resultedin more availability of plant nutrients (NPKS) in the soil[28 32 33]
6 International Journal of Agronomy
Table 3 Yield attributes grain and straw yields of chickpea genotypes
Chickpeagenotypes
Plant height(cm)
Number ofbranches plantminus1
Number ofpods plantminus1
Number ofseeds podminus1
Test weight(g)
Mean yield (Kg haminus1)Grain Straw
Chickpea genotypeIG-226 334 124 386 125 1523 1622 1894IG-370 306 102 347 113 1587 1475 1613IG-379 345 133 428 130 1915 1922 2199JG-412 390 144 484 133 2491 1995 2291IG-593 421 160 640 138 3338 2286 2728SEmplusmn 14 03 09 0058 20 88 91LSD (119875 = 005) 45 09 30 0191 65 288 299
Microbial inoculantsControl 341 114 379 11 2131 1587 1901Rhizobium 367 136 489 13 2200 1967 2303PSB 342 121 435 13 2160 1764 2089Rhizobium + PSB 371 160 557 14 2207 2150 2461SEmplusmn 08 03 08 06 14 59 52LSD (119875 = 005) 24 08 22 02 40 170 152PSB phosphate solubilising bacteria
Table 4 Soil fertility as influenced by chickpea genotypes and microbial inoculants
Chickpea genotypes pH ECdSmminus1 SOC () Available nutrients in soil (kg haminus1) Rhizobium population
(times104 gminus1 of soil)
PSB population(times105 gminus1 of soil)N P K S
Chickpea genotypeIG-226 775 036 049 1985 106 5456 125 968 423IG-370 768 035 047 1928 104 5448 124 929 403IG-379 776 036 049 1945 114 5464 130 999 442JG-412 779 037 053 2103 116 5471 134 1060 453IG-593 779 038 053 2193 122 5686 136 1099 509SEmplusmn mdash mdash 001 15 04 16 04 024 013LSD (119875 = 005) NS NS 002 48 14 51 12 078 041
Microbial inoculantsControl 771 036 048 1933 91 5457 125 937 412Rhizobium 776 037 051 2068 92 5527 130 1079 414PSB 773 036 048 1919 125 5467 130 940 477Rhizobium + PSB 781 037 054 2203 141 5569 134 1086 480SEmplusmn mdash mdash 001 26 02 19 03 008 003LSD (119875 = 005) NS NS 002 75 06 55 07 024 010SOC soil organic carbon EC electrical conductivityInitial rhizobial count 956 times 103 gminus1 of soil and phosphate solubilizing bacterial (PSB) count 436 times 104 gminus1 of soil
36 Microbial Population The data on Rhizobium and phos-phate solubilising bacterial counts are given in Table 4 Sig-nificant variations in Rhizobium and phosphate solubilisingbacteria (PSB) was observed due to both chickpea geno-types and microbial inoculation however their interactionswere nonsignificant Among chickpea genotypes signifi-cantly highest Rhizobium population was recorded in IG-593(1099 times 104 gminus1 of soil) followed by JG-412 (1060 times 104 gminus1
of soil) and least in IG-370 (929 times 104 gminus1 of soil) SimilarlyPSB population was significantly higher in 1G-593 (509 times105 gminus1 of soil) over rest of genotypes In case of microbialinoculation the highest values ofRhizobinum (1086times 104 gminus1of soil) and PSB (480 times 105 gminus1 of soil) were recorded in 1G-593 and lowest under control (no-inculcation) The highest
values of microbial counts in 1G-593 might be due to greatercompatibility of this genotype with inoculated microbialstrains However inoculation of both Rhizobinum and PSBmight have given added advantage over native microbialpopulation [34]
4 Conclusion
Based on above results it can be concluded that the chickpeagenotype IG-593 is superior over the remaining genotypeswith respect to nodulation yield attributing parametersnodule leghemoglobin content and yield under limitedirrigation in vertisols of Malwa Region Use of Rhizobiumand PSB inoculation had also shown advantage over no-inoculationThus chickpea genotype IG-593 and inoculation
International Journal of Agronomy 7
ofRhizobium and PSBmay be recommended to realize higheryield of chickpea in this region
References
[1] FAOSTAT Food and agriculture organization of the UnitedNations 2010
[2] Govt ofMPAgricultural Statistics Department ofAgricultureGovt of MP Bhopal India 2011
[3] P C Jain P S Kushawaha U S Dhakal H Khan and S MTrivedi ldquoResponse of chickpea (Cicer arietinum L) to phospho-rus and biofertilizerrdquo Legume Research vol 22 pp 241ndash2441999
[4] D L Rudresh M K Shivaprakash and R D Prasad ldquoEffectof combined application of Rhizobium phosphate solubilizingbacterium and Trichoderma spp on growth nutrient uptakeand yield of chickpea (Cicer aritenium L)rdquoApplied Soil Ecologyvol 28 no 2 pp 139ndash146 2005
[5] M S Khan A Zaidi and P A Wani ldquoRole of phosphate-sol-ubilizing microorganisms in sustainable agriculturemdasha reviewrdquoAgronomy for Sustainable Development vol 27 no 1 pp 29ndash432007
[6] A C Gaur Phosphate Solubilizing Microorganisms as Biofertil-izer Omega Scientific Publishers New Delhi India 1990
[7] M L Jackson Soil Chemical Analysis Prentice Hall of IndiaPvt Ltd New Delhi India 1967
[8] A Walkley and I A Black ldquoAn examination of the Degtjareffmethod for determining organic carbon in soils effect of varia-tions in digestion conditions and of inorganic soil constituentsrdquoSoil Science vol 63 pp 251ndash263 1934
[9] R H Bray and L T Kurtz ldquoDetermination of total organic andavailable forms of phosphorous in soilsrdquo Soil Science vol 59 pp39ndash45 1954
[10] L Chesnin and C H Yein ldquoTurbiditymetric determinationof available sulphur in soilrdquo Soil Science Society of AmericaProceedings vol 15 pp 149ndash151 1951
[11] B Toomsan O P Rupela S Mittal P J Dart and K W ClarkldquoCounting Cicer-Rhizobium using a plant infection techniquerdquoSoil Biology and Biochemistry vol 16 no 5 pp 503ndash507 1984
[12] W V B Sundara Rao and M K Sinha ldquoPhosphate dissolvingorganisms in the soil and rhizosphererdquo Indian Journal ofAgricultural Sciences vol 33 pp 272ndash278 1963
[13] A F Beau ldquoA method for hemoglobin in serum and urinerdquoTechnical Bulletin of the Registry of Medical Technologists vol32 pp 111ndash112 1962
[14] N S Subba Rao Soil Microorganisms and Plant Growth Oxfordand IBH Pub Co Pvt Ltd New Delhi India 1986
[15] S C Gupta and S L Namdeo ldquoFertilizer economy throughcomposts and bio-fertilizer in chickpeardquo Annals of Plant andSoil Research vol 2 pp 244ndash246 2000
[16] J-M Barea M J Pozo R Azcon and C Azcon-AguilarldquoMicrobial co-operation in the rhizosphererdquo Journal of Exper-imental Botany vol 56 no 417 pp 1761ndash1778 2005
[17] G S SidhuN Singh andR Singh ldquoSymbiotic nitrogen fixationby some summer legumes in Punjab Role of leghemoglobinin nitrogen fixationrdquo Journal of Research Punjab AgriculturalUniversity vol 4 pp 244ndash248 1967
[18] R C Singh M Singh R Kumar and D P Tomer ldquoResponseof chickpea (Cicer arietinum) genotypes to row spacing andfertility under rainfed conditionsrdquo Indian Journal of Agronomyvol 39 no 4 pp 569ndash572 1994
[19] K P Tiwari L N Yadav and U S Thakur ldquoRelative perfor-mance of gram varieties under different dates of sowingrdquo CropResearch vol 11 no 1 pp 127ndash130 1996
[20] N Togay Y Togay K M Cimrin and M Turan ldquoEffects ofRhizobium inoculation sulfur and phosphorus applications onyield yield components and nutrient uptakes in chickpea (Cicerarietinum L)rdquo African Journal of Biotechnology vol 7 no 6 pp776ndash782 2008
[21] R K Sharma S K Dubey R S Sharma and J P TiwarildquoEffect of irrigation schedules and fertility levels of nodulationyield and water use efficiency in chickpea (Cicer arietinum L)rdquoJNKVV Research Journal vol 28 no 1-2 pp 8ndash10 1998
[22] A Namvar R S Sharifi M Sedghi R A Zakaria T Khandanand B Eskandarpour ldquoStudy on the effects of organic andinorganic nitrogen fertilizer on yield yield components andnodulation state of Chickpea (Cicer arietinum L)rdquo Communi-cations in Soil Science and Plant Analysis vol 42 no 9 pp 1097ndash1109 2011
[23] R S Jat and I P S Ahlawat ldquoEffect of vermicompost biofer-tilizer and phosphorus on growth yield and nutrient uptake bygram (Cicer arietinum) and their residual effect on foddermaize(Zea mays)rdquo Indian Journal of Agricultural Sciences vol 74 no7 pp 359ndash361 2004
[24] M Geneva G Zehirov E Djonova N Kaloyanova GGeorgiev and I Stancheva ldquoThe effect of inoculation of peaplants with mycorrhizal fungi and Rhizobium on nitrogen andphosphorus assimilationrdquo Plant Soil and Environment vol 52no 10 pp 435ndash440 2006
[25] H Ogutcu O F Algur E Elkoca and F Kantar ldquoThe determi-nation of symbiotic effectiveness of Rhizobium strains isolatedfrom wild chickpeas collected from high altitudes in ErzurumrdquoTurkish Journal of Agriculture and Forestry vol 32 no 4 pp241ndash248 2008
[26] V G Takankhar S S Mane B G Kamble and B S IndulkarldquoGrain quality of chickpea as influenced by phosphorus fertil-ization andRhizobium inoculationrdquo Journal of the Indian Societyof Soil Science vol 45 no 2 pp 394ndash396 1997
[27] J R Khoja S S Khangarot A K Gupta and A K KulharildquoEffect of fertilizer and biofertilizers on growth and yield ofchickpeardquo Annals of Plant and Soil Research vol 4 pp 357ndash3582002
[28] N R N Reddy and I P S Ahlawat ldquoResponse of Chickpea(Cicer arietinum) genotypes to irrigation and fertilizers underlate-sown conditionsrdquo Indian Journal of Agronomy vol 43 no1 pp 95ndash101 1998
[29] K N Meena R G Pareek and R S Jat ldquoEffect of phosphorusand biofertilizers on yield and quality of chickpea (Cicerarietinum L)rdquo Annals of Agricultural Research vol 22 pp 388ndash390 2001
[30] S C Gupta ldquoResponse of gram (Cicer arietinum) to types andmethod ofmicrobial inoculationrdquo Indian Journal of AgriculturalScience vol 74 no 2 pp 73ndash75 2004
[31] M Erman S Demir E Ocak S Tufenkci F Oguz and AAkkopru ldquoEffects of Rhizobium arbuscular mycorrhiza andwhey applications on some properties in chickpea (Cicer ariet-inum L) under irrigated and rainfed conditions 1-yield yieldcomponents nodulation and AMF colonizationrdquo Field CropsResearch vol 122 no 1 pp 14ndash24 2011
[32] L K Jain P Singh and P Singh ldquoGrowth and nutrient uptakeof chickpea (Cicer arietinum L) as influenced by biofertilizersand phosphorus nutritionrdquo Crop Research vol 25 pp 410ndash4132003
8 International Journal of Agronomy
[33] Reddy B Gopal andM Suryanarayan Reddy ldquoEffect of organicmanures and nitrogen levels on soil available nutrients status inmaize-soybean cropping systemrdquo Journal of the Indian Societyof Soil Science vol 46 pp 474ndash476 1998
[34] J P Singh and J C Tarafdar ldquoRhizospheric microflora as influ-enced by sulphur application herbicide and Rhizobium inocu-lation in summer mung bean (Vigna radiata L)rdquo Journal of theIndian Society of Soil Science vol 50 pp 127ndash130 2002
Submit your manuscripts athttpwwwhindawicom
Nutrition and Metabolism
Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Food ScienceInternational Journal of
Agronomy
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Microbiology
The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom
Applied ampEnvironmentalSoil Science
Volume 2014
AgricultureAdvances in
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
PsycheHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
BiodiversityInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
ScientificaHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Plant GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Biotechnology Research International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Forestry ResearchInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Journal of BotanyHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
EcologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Veterinary Medicine International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Cell BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Evolutionary BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
2 International Journal of Agronomy
of chickpea to inoculation with Rhizobium and phosphatesolubilizing bacterial inoculants is meager under such situ-ation therefore an experiment was designed to assess theproductivity of chickpea genotypes in combinations withmicrobial inoculants inMalwa Region of Madhya Pradesh
2 Material and Methods
21 Experimental Site The field experiment was conductedat the Experimental Farm of College of Agriculture IndoreMadhya Pradesh (22∘431015840 N 75∘561015840 E and 5557m abovemean sea level) The soil of the experimental site belongs tosarol series which is a member of a fine montmorilloniticfamily of Vertic Ustochrept and Vertic Chromusters The soilcharacteristics of the experimental site before start of thestudy were analysed and presented in Table 1
22 Treatments Details and Crop Culture The experimentwas conducted during the winter (rabi) season of 2004-05The experiment was laid out in split-plot design with threereplications The experiment was conducted with twentytreatment combinations comprising five genotypes namelyIG-226 IG-370 IG-379 JG-412 and IG-593 in main plotsand four microbial inoculants (no inoculum RhizobiumPSB and Rhizobium + PSB) in sub-plots The chickpea geno-types were collected from college of Agriculture Indore andmicrobial inoculants from JNKVV Jabalpur The gross plotsize was 5m times 240m2 Chickpea crop was sown on a fineseed bed prepared after presown irrigation with a seed rate of100 kg haminus1 Rhizobium inoculant at 5 g kgminus1 seed was appliedas seed treatment whereas phosphate solubilizing bacterialinoculants were applied in soil at 3 kg haminus1 prior to sowingThe chickpea crop was given irrigation at 40 days after sow-ing
23 Soil Analysis Soil samples from surface soil (0ndash15 cm)were taken for chemical analysis after harvesting of ricecrop Random cores were taken from each plot with a 5 cmdiameter tube auger and bulked The moist soil sampleswere sieved (2mm) after removing plant material and rootsSimilarly initial soil samples were collected from 10 randomplaces of experimental site before start of study All chemicalresults are means of triplicate analyses and are expressed onoven-dry basis Soil was analyzed for pH in 1 25 soil watersuspension [7] SOC by the method of Walkley and Black[8] Kjeldahl N by FOSS Tecator (Model 2200) available Pfollowing the method of Bray and Kurtz [9] available K by1 N NH
4
OAc using a flame photometer [7] and availableS by using 015 CaCl
2
[10] Rhizobium population in thesoil samples was enumerated by plant infection technique ofToomsan et al [11] and phosphate solubilizing bacteria (PSB)by dilution plate count method as described by Sundara Raoand Sinha [12]
24 Nodulation Growth and Yield of Crops Five plants wererandomly selected and removed from each plot and recordedthe nodule fresh weight at 35 55 and 75 days after sowing(DAS) After removal of nodules the plants were first sun
Table 1 Soil properties before the start of the study
Soil parameter ValuepH 78Electrical conductivity dSmminus1 023Soil organic carbon 045Available nitrogen kg haminus1 204Available phosphorous (Olsenrsquo P) kg haminus1 958Available potassium kg haminus1 576Available sulphur kg haminus1 1288
dried for 3 days and then oven dried at 65∘C for 48 hoursto obtain dry weight Leghemoglobin content in nodulartissues collected at 35 55 and 75 DAS was determined by theprocedure outlined by Beau [13] The nodules were dried inoven at 65∘C for 78 hours for dry weight of nodules Plantswere harvested at physiological maturity and plant heightand number of branches per plant number of pods per plantand number of seeds per pod and test weight (1000 seedweight) were recorded from 10 randomly selected plants atthe time of harvest Total drymatter and grain yield were alsorecorded for each plot
25 Statistical Analysis Effect of treatments were evaluatedby split-plot analysis of variance (ANOVA) with chickpeagenotypes as main and microbial inoculants as subfactorsAnalysis of variance was performed using the program SPSS110 for windows The significance of the treatment effect wasdetermined using F-test When ANOVA indicated that therewas a significant value multiple comparisons of mean valuewere performed using the least significant difference method(LSD)
3 Results and Discussion
31 Symbiotic Traits The data on mean nodule numbernodule fresh weight nodule dry weight and shoot dry weightat 35 55 and 75 days after sowing (DAS) are presentedin Figures 1(a) 1(b) 1(c) 1(d) and Table 2 The analysis ofdata revealed that among the genotypes IG-593 exhibitedthe highest nodule number namely 1991 2704 and 2529plantminus1 nodule fresh weight namely 8679 12748 and10016mg plantminus1 and dry weight of nodules namely 46166729 and 6568mg plantminus1 at 35 55 and 75DAS respectively
Genotype IG-593 recorded maximum shoot dry weightnamely 256 1255 and 2553 g plantminus1 and the minimum inIG-370 namely 167 803 and 1498 g plantminus1 at 35 55 and75 DAS respectivelyThe data on symbiotic traits of chickpeagenotypes indicated that shoot dry weight increased progres-sively and nodule number nodule fresh weight nodule dryweight also followed the similar trend at 35 and 55 DAS butthe decline was noted in nodule number fresh weight anddryweight of nodules at 75DASThiswasmainly due to decayof nodular tissues at pod formation which start from 60 to 65DAS
Coinoculation of Rhizobium and PSB recorded signifi-cantly higher nodule number and its fresh as well as dry
International Journal of Agronomy 3
5
10
15
20
25
30
35 55 75Days after sowing
Mean number of nodules plantminus1
Nod
ule n
umbe
r pla
ntminus1
(a)
Days after sowing
40
50
60
70
80
90
100
110
120
130
140
35 55 75
Mean nodule fresh weight (mg plantminus1)
Nod
ule f
resh
wei
ght (
mg
plan
tminus1
)
(b)
35 55 75Days after sowing
20
30
40
50
60
70
80Mean nodule dry weight (mg plantminus1)
Nod
ule d
ry w
eigh
t (m
g pl
antminus
1
)
(c)
35 55 75Days after sowing
1
6
11
16
21
26
31 Mean shoot dry weight (g plantminus1)
Shoo
t dry
wei
ght (
g pl
antminus
1
)
(d)
IG-226IG-370IG-379
JG-412IG-593
35 55 75Days after sowing
1
15
2
25
3
Legh
emog
lobi
n (m
g gminus1
of fr
esh
nodu
le)
Mean nodule leghemoglobin (mg gminus1 of fresh nodule)
(e)
Figure 1 ((a)ndash(d)) Symbiotic parameters and (e) leghemoglobin content in nodular tissues of chickpea genotypes at different intervals
4 International Journal of Agronomy
Table2Symbioticparametersa
ndlegh
emoglobincontentinno
dulartissuesa
tdifferentintervals
Chickp
eageno
types
Nod
ulen
umberp
lantminus1
Nod
ulefresh
weight(mgp
lantminus1 )
Nod
uled
ryweight(mgp
lantminus1 )
Shoo
tdry
weight(gp
lantminus1 )
Nod
uleleghemoglobin
(mggminus1of
fresh
nodu
le)
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
3555
7535
5575
3555
7535
5575
3555
75Ch
ickp
eageno
type
IG-226
117
181
158
523
879
708
268
497
481
1894
202
1315
15IG
-370
95146
133
412
667
630
245
408
384
1780
185
1112
12IG
-379
140
217
193
670
948
813
327
543
534
21
104
219
1618
17JG
-412
174
246
233
805
1178
942
417
617
599
23
114
236
1821
20
IG-593
199
270
253
868
1275
1002
462
673
657
26
126
255
21
26
25
SEmplusmn
1212
09
20
31
22
06
1306
004
03
05
01
07
01
LSD(119875=005)
39
36
28
66
101
7319
41
20
01
1017
02
02
03
Microbialinoculants
Con
trol
94156
148
462
569
541
243
390
380
1992
166
1215
15Rh
izobium
189
254
247
671
1209
1021
403
646
631
22
108
246
1720
19PS
B100
168
157
548
646
616
263
421
409
20
96207
1315
15Rh
izobium
+PS
B207
277
267
951
1449
1204
466
743
705
23
118
265
20
23
23
SEmplusmn
06
08
07
31
39
28
08
1313
005
02
03
004
005
01
LSD(119875=005)
1722
1991
112
80
23
37
38
01
04
08
01
01
02
PSB
phosph
ates
olub
ilisin
gbacteria
International Journal of Agronomy 5
weight than Rhizobium and PSB alone The increase innodulation might be due to synergistic effect of the two typesof microorganisms for biological nitrogen fixation as againsttheir individual application Results of the similar kind havealso been reported by Rudresh et al [4] It is also due to thefact that phosphate solubilizing bacteria by virtue of theirproperty of producing organic acids solubilize insoluble orfixed form of phosphorus in the rhizosphere and make itavailable to the growing plants which promotes root develop-ment in plants [14] In the present study a significant responseof dual inoculation with Rhizobium and PSB was observedwith respect to shoot dry weight per plant Observations ofthe similar kind have been recorded by Gupta and Namdeo[15] and Barea et al [16]
32 Leghemoglobin Content in Root Nodules The resultsgiven in Figure 1(e) and Table 2 showed that the leghe-moglobin content in chickpea root nodules increased withthe advancement of crop age and was maximum at 55 DASand thereafter decline at 75 DAS Among the genotypes IG-593 possessed the highest nodule leghemoglobin of 210 255and 247mg gminus1 of fresh nodule and lowest 107 123 and145mg gminus1 of fresh nodule in IG-370 at 35 55 and 75 DASrespectively In the present study coinoculation ofRhizobiumand PSB performed better than Rhizobium and PSB alonewith respect to leghemoglobin content in the nodular tissuesof chickpea crop In case of microbial inoculants higherleghemoglobin content in nodular tissues was observed inRhizobium + PSB in comparison to their individual inocu-lation The better nodulation under chickpea genotype IGminus593 might be resulted in higher content of leghemoglobinin nodular tissues Similarly higher leghemoglobin content inRhizobium + PSB was mainly due to better root and nodulesdevelopment [17]
33 YieldAttributes Thesignificant differenceswere found inyield attributing parameters due to genotypes and microbialinoculants while their interaction effect was nonsignificant(Table 3) Among the genotypes IG-593 exhibited the highestmean number of branches and pods per plant and seeds perpod that is 1595 6396 plantminus1 and 159 podminus1 respectivelyand the lowest values were recorded in IG-370 that is 10233471 plantminus1 and 113 podminus1 respectively It was further notedthat among the genotypes IG-593 produced the tallest plant(4207 cm) while the genotype IG-370 had shortest plant(3063 cm) Variation in the above parameters is bound tooccur due to difference in geneticmakeup and inherited char-acters in different genotypesThe results corroborate with thefindings of Singh et al [18] and Tiwari et al [19]
The data further indicated that IG-593 had highesttest weight (33380 g) followed by JG-412 (24913 g) IG-379 (19148 g) IG-370 (15868 g) and IG-226 (15234 g) Thevariation in test weight among the genotypes is likely to occurdue to difference in seed size of the individual genotype Ahigh value of test weight indicated the boldness of seedswhile the lower values indicated small seeds Largesmall seedsize of chickpea is basically a genotypic character [19] Inthe present study seed inoculation with Rhizobium + PSB
significantly increased the plant height number of branchesnumber of pods per plant number of seeds per pod and1000 seed weight (test weight) over no inoculation Thehigher growth and yield attributes under Rhizobium + PSBinoculation were mainly due to more availability of N PK and S in the soil for chickpea plants [20ndash22] More-over growth promoting substances (phytohormones) areproduced by these organisms which further promote plantgrowth [23ndash25] Further inoculation of Rhizobium and PSBalone produced significantly higher number of pods per plantand test weight These results are in close agreement withTakankhar et al [26] and Khoja et al [27]
34 Grain and StrawYield Critical examination of the data inTable 3 revealed that genotype IG-593 produced the highestgrain and straw yields (2 286 and 2 728Kg haminus1) followed byJG-412 (1 995 and 2 291 Kg haminus1) and lowest in IG-370 (1 475and 1 613 Kg haminus1) The observed variation in seed and strawyields in the present investigation seems to be due to geneticdifference in yield potential of different genotypes and alsodue to variable response of different genotypes to microbialinoculants [19 28]
Significant differences in grain and straw yields werealso recorded due to microbial inoculation The grain andstraw yields increased due to microbial inoculation and thehighest seed and straw yields were obtained in inoculation ofRhizobium + PSB that is 2 150 and 2 461 Kg haminus1 and thelowest in the case of control that is 1 587 and 1 901 Kg haminus1respectively The increase in grain and straw yield might beattributed to the increased availability ofN andP in soil whichresulted in higher growth and development and finally yields[20 23 29ndash31]
35 Soil Characteristics Soil pH and EC remain unaffectedunder different chickpea genotypes and microbial inocula-tionHowever highest value of soil organic carbon (SOC)wasobserved under IG-593 (053) and the lowest under IG-370(047) The significant variations in available N P K and Swere also recorded due to chickpea genotypes and microbialinoculationThe highest value of available N (21925 kg haminus1)available P (1218 kg haminus1) available K (5686 kg haminus1) andavailable S (136 kg haminus1) was recorded after harvest of chick-pea genotype 1G-593 and the lowest values of available NP K and S were recorded in IG-370 In case of microbialinoculation the highest values of available N (2203 kg haminus1)available P (141 kg haminus1) available K (5569 kg haminus1) andavailable S (1341 kg haminus1) were recorded under inoculationof both Rhizobium and PSB however the lowest values ofavailable N P K and S were under no-inoculation (control)The variations in available nutrients under different genotypemight be due to variations in compatibility between soilmicroflora and chickpea genotypes HoweverRhizobium andPSB inoculation had resulted in better plant growth nodu-lation and rhizospheric environment which finally resultedin more availability of plant nutrients (NPKS) in the soil[28 32 33]
6 International Journal of Agronomy
Table 3 Yield attributes grain and straw yields of chickpea genotypes
Chickpeagenotypes
Plant height(cm)
Number ofbranches plantminus1
Number ofpods plantminus1
Number ofseeds podminus1
Test weight(g)
Mean yield (Kg haminus1)Grain Straw
Chickpea genotypeIG-226 334 124 386 125 1523 1622 1894IG-370 306 102 347 113 1587 1475 1613IG-379 345 133 428 130 1915 1922 2199JG-412 390 144 484 133 2491 1995 2291IG-593 421 160 640 138 3338 2286 2728SEmplusmn 14 03 09 0058 20 88 91LSD (119875 = 005) 45 09 30 0191 65 288 299
Microbial inoculantsControl 341 114 379 11 2131 1587 1901Rhizobium 367 136 489 13 2200 1967 2303PSB 342 121 435 13 2160 1764 2089Rhizobium + PSB 371 160 557 14 2207 2150 2461SEmplusmn 08 03 08 06 14 59 52LSD (119875 = 005) 24 08 22 02 40 170 152PSB phosphate solubilising bacteria
Table 4 Soil fertility as influenced by chickpea genotypes and microbial inoculants
Chickpea genotypes pH ECdSmminus1 SOC () Available nutrients in soil (kg haminus1) Rhizobium population
(times104 gminus1 of soil)
PSB population(times105 gminus1 of soil)N P K S
Chickpea genotypeIG-226 775 036 049 1985 106 5456 125 968 423IG-370 768 035 047 1928 104 5448 124 929 403IG-379 776 036 049 1945 114 5464 130 999 442JG-412 779 037 053 2103 116 5471 134 1060 453IG-593 779 038 053 2193 122 5686 136 1099 509SEmplusmn mdash mdash 001 15 04 16 04 024 013LSD (119875 = 005) NS NS 002 48 14 51 12 078 041
Microbial inoculantsControl 771 036 048 1933 91 5457 125 937 412Rhizobium 776 037 051 2068 92 5527 130 1079 414PSB 773 036 048 1919 125 5467 130 940 477Rhizobium + PSB 781 037 054 2203 141 5569 134 1086 480SEmplusmn mdash mdash 001 26 02 19 03 008 003LSD (119875 = 005) NS NS 002 75 06 55 07 024 010SOC soil organic carbon EC electrical conductivityInitial rhizobial count 956 times 103 gminus1 of soil and phosphate solubilizing bacterial (PSB) count 436 times 104 gminus1 of soil
36 Microbial Population The data on Rhizobium and phos-phate solubilising bacterial counts are given in Table 4 Sig-nificant variations in Rhizobium and phosphate solubilisingbacteria (PSB) was observed due to both chickpea geno-types and microbial inoculation however their interactionswere nonsignificant Among chickpea genotypes signifi-cantly highest Rhizobium population was recorded in IG-593(1099 times 104 gminus1 of soil) followed by JG-412 (1060 times 104 gminus1
of soil) and least in IG-370 (929 times 104 gminus1 of soil) SimilarlyPSB population was significantly higher in 1G-593 (509 times105 gminus1 of soil) over rest of genotypes In case of microbialinoculation the highest values ofRhizobinum (1086times 104 gminus1of soil) and PSB (480 times 105 gminus1 of soil) were recorded in 1G-593 and lowest under control (no-inculcation) The highest
values of microbial counts in 1G-593 might be due to greatercompatibility of this genotype with inoculated microbialstrains However inoculation of both Rhizobinum and PSBmight have given added advantage over native microbialpopulation [34]
4 Conclusion
Based on above results it can be concluded that the chickpeagenotype IG-593 is superior over the remaining genotypeswith respect to nodulation yield attributing parametersnodule leghemoglobin content and yield under limitedirrigation in vertisols of Malwa Region Use of Rhizobiumand PSB inoculation had also shown advantage over no-inoculationThus chickpea genotype IG-593 and inoculation
International Journal of Agronomy 7
ofRhizobium and PSBmay be recommended to realize higheryield of chickpea in this region
References
[1] FAOSTAT Food and agriculture organization of the UnitedNations 2010
[2] Govt ofMPAgricultural Statistics Department ofAgricultureGovt of MP Bhopal India 2011
[3] P C Jain P S Kushawaha U S Dhakal H Khan and S MTrivedi ldquoResponse of chickpea (Cicer arietinum L) to phospho-rus and biofertilizerrdquo Legume Research vol 22 pp 241ndash2441999
[4] D L Rudresh M K Shivaprakash and R D Prasad ldquoEffectof combined application of Rhizobium phosphate solubilizingbacterium and Trichoderma spp on growth nutrient uptakeand yield of chickpea (Cicer aritenium L)rdquoApplied Soil Ecologyvol 28 no 2 pp 139ndash146 2005
[5] M S Khan A Zaidi and P A Wani ldquoRole of phosphate-sol-ubilizing microorganisms in sustainable agriculturemdasha reviewrdquoAgronomy for Sustainable Development vol 27 no 1 pp 29ndash432007
[6] A C Gaur Phosphate Solubilizing Microorganisms as Biofertil-izer Omega Scientific Publishers New Delhi India 1990
[7] M L Jackson Soil Chemical Analysis Prentice Hall of IndiaPvt Ltd New Delhi India 1967
[8] A Walkley and I A Black ldquoAn examination of the Degtjareffmethod for determining organic carbon in soils effect of varia-tions in digestion conditions and of inorganic soil constituentsrdquoSoil Science vol 63 pp 251ndash263 1934
[9] R H Bray and L T Kurtz ldquoDetermination of total organic andavailable forms of phosphorous in soilsrdquo Soil Science vol 59 pp39ndash45 1954
[10] L Chesnin and C H Yein ldquoTurbiditymetric determinationof available sulphur in soilrdquo Soil Science Society of AmericaProceedings vol 15 pp 149ndash151 1951
[11] B Toomsan O P Rupela S Mittal P J Dart and K W ClarkldquoCounting Cicer-Rhizobium using a plant infection techniquerdquoSoil Biology and Biochemistry vol 16 no 5 pp 503ndash507 1984
[12] W V B Sundara Rao and M K Sinha ldquoPhosphate dissolvingorganisms in the soil and rhizosphererdquo Indian Journal ofAgricultural Sciences vol 33 pp 272ndash278 1963
[13] A F Beau ldquoA method for hemoglobin in serum and urinerdquoTechnical Bulletin of the Registry of Medical Technologists vol32 pp 111ndash112 1962
[14] N S Subba Rao Soil Microorganisms and Plant Growth Oxfordand IBH Pub Co Pvt Ltd New Delhi India 1986
[15] S C Gupta and S L Namdeo ldquoFertilizer economy throughcomposts and bio-fertilizer in chickpeardquo Annals of Plant andSoil Research vol 2 pp 244ndash246 2000
[16] J-M Barea M J Pozo R Azcon and C Azcon-AguilarldquoMicrobial co-operation in the rhizosphererdquo Journal of Exper-imental Botany vol 56 no 417 pp 1761ndash1778 2005
[17] G S SidhuN Singh andR Singh ldquoSymbiotic nitrogen fixationby some summer legumes in Punjab Role of leghemoglobinin nitrogen fixationrdquo Journal of Research Punjab AgriculturalUniversity vol 4 pp 244ndash248 1967
[18] R C Singh M Singh R Kumar and D P Tomer ldquoResponseof chickpea (Cicer arietinum) genotypes to row spacing andfertility under rainfed conditionsrdquo Indian Journal of Agronomyvol 39 no 4 pp 569ndash572 1994
[19] K P Tiwari L N Yadav and U S Thakur ldquoRelative perfor-mance of gram varieties under different dates of sowingrdquo CropResearch vol 11 no 1 pp 127ndash130 1996
[20] N Togay Y Togay K M Cimrin and M Turan ldquoEffects ofRhizobium inoculation sulfur and phosphorus applications onyield yield components and nutrient uptakes in chickpea (Cicerarietinum L)rdquo African Journal of Biotechnology vol 7 no 6 pp776ndash782 2008
[21] R K Sharma S K Dubey R S Sharma and J P TiwarildquoEffect of irrigation schedules and fertility levels of nodulationyield and water use efficiency in chickpea (Cicer arietinum L)rdquoJNKVV Research Journal vol 28 no 1-2 pp 8ndash10 1998
[22] A Namvar R S Sharifi M Sedghi R A Zakaria T Khandanand B Eskandarpour ldquoStudy on the effects of organic andinorganic nitrogen fertilizer on yield yield components andnodulation state of Chickpea (Cicer arietinum L)rdquo Communi-cations in Soil Science and Plant Analysis vol 42 no 9 pp 1097ndash1109 2011
[23] R S Jat and I P S Ahlawat ldquoEffect of vermicompost biofer-tilizer and phosphorus on growth yield and nutrient uptake bygram (Cicer arietinum) and their residual effect on foddermaize(Zea mays)rdquo Indian Journal of Agricultural Sciences vol 74 no7 pp 359ndash361 2004
[24] M Geneva G Zehirov E Djonova N Kaloyanova GGeorgiev and I Stancheva ldquoThe effect of inoculation of peaplants with mycorrhizal fungi and Rhizobium on nitrogen andphosphorus assimilationrdquo Plant Soil and Environment vol 52no 10 pp 435ndash440 2006
[25] H Ogutcu O F Algur E Elkoca and F Kantar ldquoThe determi-nation of symbiotic effectiveness of Rhizobium strains isolatedfrom wild chickpeas collected from high altitudes in ErzurumrdquoTurkish Journal of Agriculture and Forestry vol 32 no 4 pp241ndash248 2008
[26] V G Takankhar S S Mane B G Kamble and B S IndulkarldquoGrain quality of chickpea as influenced by phosphorus fertil-ization andRhizobium inoculationrdquo Journal of the Indian Societyof Soil Science vol 45 no 2 pp 394ndash396 1997
[27] J R Khoja S S Khangarot A K Gupta and A K KulharildquoEffect of fertilizer and biofertilizers on growth and yield ofchickpeardquo Annals of Plant and Soil Research vol 4 pp 357ndash3582002
[28] N R N Reddy and I P S Ahlawat ldquoResponse of Chickpea(Cicer arietinum) genotypes to irrigation and fertilizers underlate-sown conditionsrdquo Indian Journal of Agronomy vol 43 no1 pp 95ndash101 1998
[29] K N Meena R G Pareek and R S Jat ldquoEffect of phosphorusand biofertilizers on yield and quality of chickpea (Cicerarietinum L)rdquo Annals of Agricultural Research vol 22 pp 388ndash390 2001
[30] S C Gupta ldquoResponse of gram (Cicer arietinum) to types andmethod ofmicrobial inoculationrdquo Indian Journal of AgriculturalScience vol 74 no 2 pp 73ndash75 2004
[31] M Erman S Demir E Ocak S Tufenkci F Oguz and AAkkopru ldquoEffects of Rhizobium arbuscular mycorrhiza andwhey applications on some properties in chickpea (Cicer ariet-inum L) under irrigated and rainfed conditions 1-yield yieldcomponents nodulation and AMF colonizationrdquo Field CropsResearch vol 122 no 1 pp 14ndash24 2011
[32] L K Jain P Singh and P Singh ldquoGrowth and nutrient uptakeof chickpea (Cicer arietinum L) as influenced by biofertilizersand phosphorus nutritionrdquo Crop Research vol 25 pp 410ndash4132003
8 International Journal of Agronomy
[33] Reddy B Gopal andM Suryanarayan Reddy ldquoEffect of organicmanures and nitrogen levels on soil available nutrients status inmaize-soybean cropping systemrdquo Journal of the Indian Societyof Soil Science vol 46 pp 474ndash476 1998
[34] J P Singh and J C Tarafdar ldquoRhizospheric microflora as influ-enced by sulphur application herbicide and Rhizobium inocu-lation in summer mung bean (Vigna radiata L)rdquo Journal of theIndian Society of Soil Science vol 50 pp 127ndash130 2002
Submit your manuscripts athttpwwwhindawicom
Nutrition and Metabolism
Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Food ScienceInternational Journal of
Agronomy
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Microbiology
The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom
Applied ampEnvironmentalSoil Science
Volume 2014
AgricultureAdvances in
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
PsycheHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
BiodiversityInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
ScientificaHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Plant GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Biotechnology Research International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Forestry ResearchInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Journal of BotanyHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
EcologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Veterinary Medicine International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Cell BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Evolutionary BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of Agronomy 3
5
10
15
20
25
30
35 55 75Days after sowing
Mean number of nodules plantminus1
Nod
ule n
umbe
r pla
ntminus1
(a)
Days after sowing
40
50
60
70
80
90
100
110
120
130
140
35 55 75
Mean nodule fresh weight (mg plantminus1)
Nod
ule f
resh
wei
ght (
mg
plan
tminus1
)
(b)
35 55 75Days after sowing
20
30
40
50
60
70
80Mean nodule dry weight (mg plantminus1)
Nod
ule d
ry w
eigh
t (m
g pl
antminus
1
)
(c)
35 55 75Days after sowing
1
6
11
16
21
26
31 Mean shoot dry weight (g plantminus1)
Shoo
t dry
wei
ght (
g pl
antminus
1
)
(d)
IG-226IG-370IG-379
JG-412IG-593
35 55 75Days after sowing
1
15
2
25
3
Legh
emog
lobi
n (m
g gminus1
of fr
esh
nodu
le)
Mean nodule leghemoglobin (mg gminus1 of fresh nodule)
(e)
Figure 1 ((a)ndash(d)) Symbiotic parameters and (e) leghemoglobin content in nodular tissues of chickpea genotypes at different intervals
4 International Journal of Agronomy
Table2Symbioticparametersa
ndlegh
emoglobincontentinno
dulartissuesa
tdifferentintervals
Chickp
eageno
types
Nod
ulen
umberp
lantminus1
Nod
ulefresh
weight(mgp
lantminus1 )
Nod
uled
ryweight(mgp
lantminus1 )
Shoo
tdry
weight(gp
lantminus1 )
Nod
uleleghemoglobin
(mggminus1of
fresh
nodu
le)
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
3555
7535
5575
3555
7535
5575
3555
75Ch
ickp
eageno
type
IG-226
117
181
158
523
879
708
268
497
481
1894
202
1315
15IG
-370
95146
133
412
667
630
245
408
384
1780
185
1112
12IG
-379
140
217
193
670
948
813
327
543
534
21
104
219
1618
17JG
-412
174
246
233
805
1178
942
417
617
599
23
114
236
1821
20
IG-593
199
270
253
868
1275
1002
462
673
657
26
126
255
21
26
25
SEmplusmn
1212
09
20
31
22
06
1306
004
03
05
01
07
01
LSD(119875=005)
39
36
28
66
101
7319
41
20
01
1017
02
02
03
Microbialinoculants
Con
trol
94156
148
462
569
541
243
390
380
1992
166
1215
15Rh
izobium
189
254
247
671
1209
1021
403
646
631
22
108
246
1720
19PS
B100
168
157
548
646
616
263
421
409
20
96207
1315
15Rh
izobium
+PS
B207
277
267
951
1449
1204
466
743
705
23
118
265
20
23
23
SEmplusmn
06
08
07
31
39
28
08
1313
005
02
03
004
005
01
LSD(119875=005)
1722
1991
112
80
23
37
38
01
04
08
01
01
02
PSB
phosph
ates
olub
ilisin
gbacteria
International Journal of Agronomy 5
weight than Rhizobium and PSB alone The increase innodulation might be due to synergistic effect of the two typesof microorganisms for biological nitrogen fixation as againsttheir individual application Results of the similar kind havealso been reported by Rudresh et al [4] It is also due to thefact that phosphate solubilizing bacteria by virtue of theirproperty of producing organic acids solubilize insoluble orfixed form of phosphorus in the rhizosphere and make itavailable to the growing plants which promotes root develop-ment in plants [14] In the present study a significant responseof dual inoculation with Rhizobium and PSB was observedwith respect to shoot dry weight per plant Observations ofthe similar kind have been recorded by Gupta and Namdeo[15] and Barea et al [16]
32 Leghemoglobin Content in Root Nodules The resultsgiven in Figure 1(e) and Table 2 showed that the leghe-moglobin content in chickpea root nodules increased withthe advancement of crop age and was maximum at 55 DASand thereafter decline at 75 DAS Among the genotypes IG-593 possessed the highest nodule leghemoglobin of 210 255and 247mg gminus1 of fresh nodule and lowest 107 123 and145mg gminus1 of fresh nodule in IG-370 at 35 55 and 75 DASrespectively In the present study coinoculation ofRhizobiumand PSB performed better than Rhizobium and PSB alonewith respect to leghemoglobin content in the nodular tissuesof chickpea crop In case of microbial inoculants higherleghemoglobin content in nodular tissues was observed inRhizobium + PSB in comparison to their individual inocu-lation The better nodulation under chickpea genotype IGminus593 might be resulted in higher content of leghemoglobinin nodular tissues Similarly higher leghemoglobin content inRhizobium + PSB was mainly due to better root and nodulesdevelopment [17]
33 YieldAttributes Thesignificant differenceswere found inyield attributing parameters due to genotypes and microbialinoculants while their interaction effect was nonsignificant(Table 3) Among the genotypes IG-593 exhibited the highestmean number of branches and pods per plant and seeds perpod that is 1595 6396 plantminus1 and 159 podminus1 respectivelyand the lowest values were recorded in IG-370 that is 10233471 plantminus1 and 113 podminus1 respectively It was further notedthat among the genotypes IG-593 produced the tallest plant(4207 cm) while the genotype IG-370 had shortest plant(3063 cm) Variation in the above parameters is bound tooccur due to difference in geneticmakeup and inherited char-acters in different genotypesThe results corroborate with thefindings of Singh et al [18] and Tiwari et al [19]
The data further indicated that IG-593 had highesttest weight (33380 g) followed by JG-412 (24913 g) IG-379 (19148 g) IG-370 (15868 g) and IG-226 (15234 g) Thevariation in test weight among the genotypes is likely to occurdue to difference in seed size of the individual genotype Ahigh value of test weight indicated the boldness of seedswhile the lower values indicated small seeds Largesmall seedsize of chickpea is basically a genotypic character [19] Inthe present study seed inoculation with Rhizobium + PSB
significantly increased the plant height number of branchesnumber of pods per plant number of seeds per pod and1000 seed weight (test weight) over no inoculation Thehigher growth and yield attributes under Rhizobium + PSBinoculation were mainly due to more availability of N PK and S in the soil for chickpea plants [20ndash22] More-over growth promoting substances (phytohormones) areproduced by these organisms which further promote plantgrowth [23ndash25] Further inoculation of Rhizobium and PSBalone produced significantly higher number of pods per plantand test weight These results are in close agreement withTakankhar et al [26] and Khoja et al [27]
34 Grain and StrawYield Critical examination of the data inTable 3 revealed that genotype IG-593 produced the highestgrain and straw yields (2 286 and 2 728Kg haminus1) followed byJG-412 (1 995 and 2 291 Kg haminus1) and lowest in IG-370 (1 475and 1 613 Kg haminus1) The observed variation in seed and strawyields in the present investigation seems to be due to geneticdifference in yield potential of different genotypes and alsodue to variable response of different genotypes to microbialinoculants [19 28]
Significant differences in grain and straw yields werealso recorded due to microbial inoculation The grain andstraw yields increased due to microbial inoculation and thehighest seed and straw yields were obtained in inoculation ofRhizobium + PSB that is 2 150 and 2 461 Kg haminus1 and thelowest in the case of control that is 1 587 and 1 901 Kg haminus1respectively The increase in grain and straw yield might beattributed to the increased availability ofN andP in soil whichresulted in higher growth and development and finally yields[20 23 29ndash31]
35 Soil Characteristics Soil pH and EC remain unaffectedunder different chickpea genotypes and microbial inocula-tionHowever highest value of soil organic carbon (SOC)wasobserved under IG-593 (053) and the lowest under IG-370(047) The significant variations in available N P K and Swere also recorded due to chickpea genotypes and microbialinoculationThe highest value of available N (21925 kg haminus1)available P (1218 kg haminus1) available K (5686 kg haminus1) andavailable S (136 kg haminus1) was recorded after harvest of chick-pea genotype 1G-593 and the lowest values of available NP K and S were recorded in IG-370 In case of microbialinoculation the highest values of available N (2203 kg haminus1)available P (141 kg haminus1) available K (5569 kg haminus1) andavailable S (1341 kg haminus1) were recorded under inoculationof both Rhizobium and PSB however the lowest values ofavailable N P K and S were under no-inoculation (control)The variations in available nutrients under different genotypemight be due to variations in compatibility between soilmicroflora and chickpea genotypes HoweverRhizobium andPSB inoculation had resulted in better plant growth nodu-lation and rhizospheric environment which finally resultedin more availability of plant nutrients (NPKS) in the soil[28 32 33]
6 International Journal of Agronomy
Table 3 Yield attributes grain and straw yields of chickpea genotypes
Chickpeagenotypes
Plant height(cm)
Number ofbranches plantminus1
Number ofpods plantminus1
Number ofseeds podminus1
Test weight(g)
Mean yield (Kg haminus1)Grain Straw
Chickpea genotypeIG-226 334 124 386 125 1523 1622 1894IG-370 306 102 347 113 1587 1475 1613IG-379 345 133 428 130 1915 1922 2199JG-412 390 144 484 133 2491 1995 2291IG-593 421 160 640 138 3338 2286 2728SEmplusmn 14 03 09 0058 20 88 91LSD (119875 = 005) 45 09 30 0191 65 288 299
Microbial inoculantsControl 341 114 379 11 2131 1587 1901Rhizobium 367 136 489 13 2200 1967 2303PSB 342 121 435 13 2160 1764 2089Rhizobium + PSB 371 160 557 14 2207 2150 2461SEmplusmn 08 03 08 06 14 59 52LSD (119875 = 005) 24 08 22 02 40 170 152PSB phosphate solubilising bacteria
Table 4 Soil fertility as influenced by chickpea genotypes and microbial inoculants
Chickpea genotypes pH ECdSmminus1 SOC () Available nutrients in soil (kg haminus1) Rhizobium population
(times104 gminus1 of soil)
PSB population(times105 gminus1 of soil)N P K S
Chickpea genotypeIG-226 775 036 049 1985 106 5456 125 968 423IG-370 768 035 047 1928 104 5448 124 929 403IG-379 776 036 049 1945 114 5464 130 999 442JG-412 779 037 053 2103 116 5471 134 1060 453IG-593 779 038 053 2193 122 5686 136 1099 509SEmplusmn mdash mdash 001 15 04 16 04 024 013LSD (119875 = 005) NS NS 002 48 14 51 12 078 041
Microbial inoculantsControl 771 036 048 1933 91 5457 125 937 412Rhizobium 776 037 051 2068 92 5527 130 1079 414PSB 773 036 048 1919 125 5467 130 940 477Rhizobium + PSB 781 037 054 2203 141 5569 134 1086 480SEmplusmn mdash mdash 001 26 02 19 03 008 003LSD (119875 = 005) NS NS 002 75 06 55 07 024 010SOC soil organic carbon EC electrical conductivityInitial rhizobial count 956 times 103 gminus1 of soil and phosphate solubilizing bacterial (PSB) count 436 times 104 gminus1 of soil
36 Microbial Population The data on Rhizobium and phos-phate solubilising bacterial counts are given in Table 4 Sig-nificant variations in Rhizobium and phosphate solubilisingbacteria (PSB) was observed due to both chickpea geno-types and microbial inoculation however their interactionswere nonsignificant Among chickpea genotypes signifi-cantly highest Rhizobium population was recorded in IG-593(1099 times 104 gminus1 of soil) followed by JG-412 (1060 times 104 gminus1
of soil) and least in IG-370 (929 times 104 gminus1 of soil) SimilarlyPSB population was significantly higher in 1G-593 (509 times105 gminus1 of soil) over rest of genotypes In case of microbialinoculation the highest values ofRhizobinum (1086times 104 gminus1of soil) and PSB (480 times 105 gminus1 of soil) were recorded in 1G-593 and lowest under control (no-inculcation) The highest
values of microbial counts in 1G-593 might be due to greatercompatibility of this genotype with inoculated microbialstrains However inoculation of both Rhizobinum and PSBmight have given added advantage over native microbialpopulation [34]
4 Conclusion
Based on above results it can be concluded that the chickpeagenotype IG-593 is superior over the remaining genotypeswith respect to nodulation yield attributing parametersnodule leghemoglobin content and yield under limitedirrigation in vertisols of Malwa Region Use of Rhizobiumand PSB inoculation had also shown advantage over no-inoculationThus chickpea genotype IG-593 and inoculation
International Journal of Agronomy 7
ofRhizobium and PSBmay be recommended to realize higheryield of chickpea in this region
References
[1] FAOSTAT Food and agriculture organization of the UnitedNations 2010
[2] Govt ofMPAgricultural Statistics Department ofAgricultureGovt of MP Bhopal India 2011
[3] P C Jain P S Kushawaha U S Dhakal H Khan and S MTrivedi ldquoResponse of chickpea (Cicer arietinum L) to phospho-rus and biofertilizerrdquo Legume Research vol 22 pp 241ndash2441999
[4] D L Rudresh M K Shivaprakash and R D Prasad ldquoEffectof combined application of Rhizobium phosphate solubilizingbacterium and Trichoderma spp on growth nutrient uptakeand yield of chickpea (Cicer aritenium L)rdquoApplied Soil Ecologyvol 28 no 2 pp 139ndash146 2005
[5] M S Khan A Zaidi and P A Wani ldquoRole of phosphate-sol-ubilizing microorganisms in sustainable agriculturemdasha reviewrdquoAgronomy for Sustainable Development vol 27 no 1 pp 29ndash432007
[6] A C Gaur Phosphate Solubilizing Microorganisms as Biofertil-izer Omega Scientific Publishers New Delhi India 1990
[7] M L Jackson Soil Chemical Analysis Prentice Hall of IndiaPvt Ltd New Delhi India 1967
[8] A Walkley and I A Black ldquoAn examination of the Degtjareffmethod for determining organic carbon in soils effect of varia-tions in digestion conditions and of inorganic soil constituentsrdquoSoil Science vol 63 pp 251ndash263 1934
[9] R H Bray and L T Kurtz ldquoDetermination of total organic andavailable forms of phosphorous in soilsrdquo Soil Science vol 59 pp39ndash45 1954
[10] L Chesnin and C H Yein ldquoTurbiditymetric determinationof available sulphur in soilrdquo Soil Science Society of AmericaProceedings vol 15 pp 149ndash151 1951
[11] B Toomsan O P Rupela S Mittal P J Dart and K W ClarkldquoCounting Cicer-Rhizobium using a plant infection techniquerdquoSoil Biology and Biochemistry vol 16 no 5 pp 503ndash507 1984
[12] W V B Sundara Rao and M K Sinha ldquoPhosphate dissolvingorganisms in the soil and rhizosphererdquo Indian Journal ofAgricultural Sciences vol 33 pp 272ndash278 1963
[13] A F Beau ldquoA method for hemoglobin in serum and urinerdquoTechnical Bulletin of the Registry of Medical Technologists vol32 pp 111ndash112 1962
[14] N S Subba Rao Soil Microorganisms and Plant Growth Oxfordand IBH Pub Co Pvt Ltd New Delhi India 1986
[15] S C Gupta and S L Namdeo ldquoFertilizer economy throughcomposts and bio-fertilizer in chickpeardquo Annals of Plant andSoil Research vol 2 pp 244ndash246 2000
[16] J-M Barea M J Pozo R Azcon and C Azcon-AguilarldquoMicrobial co-operation in the rhizosphererdquo Journal of Exper-imental Botany vol 56 no 417 pp 1761ndash1778 2005
[17] G S SidhuN Singh andR Singh ldquoSymbiotic nitrogen fixationby some summer legumes in Punjab Role of leghemoglobinin nitrogen fixationrdquo Journal of Research Punjab AgriculturalUniversity vol 4 pp 244ndash248 1967
[18] R C Singh M Singh R Kumar and D P Tomer ldquoResponseof chickpea (Cicer arietinum) genotypes to row spacing andfertility under rainfed conditionsrdquo Indian Journal of Agronomyvol 39 no 4 pp 569ndash572 1994
[19] K P Tiwari L N Yadav and U S Thakur ldquoRelative perfor-mance of gram varieties under different dates of sowingrdquo CropResearch vol 11 no 1 pp 127ndash130 1996
[20] N Togay Y Togay K M Cimrin and M Turan ldquoEffects ofRhizobium inoculation sulfur and phosphorus applications onyield yield components and nutrient uptakes in chickpea (Cicerarietinum L)rdquo African Journal of Biotechnology vol 7 no 6 pp776ndash782 2008
[21] R K Sharma S K Dubey R S Sharma and J P TiwarildquoEffect of irrigation schedules and fertility levels of nodulationyield and water use efficiency in chickpea (Cicer arietinum L)rdquoJNKVV Research Journal vol 28 no 1-2 pp 8ndash10 1998
[22] A Namvar R S Sharifi M Sedghi R A Zakaria T Khandanand B Eskandarpour ldquoStudy on the effects of organic andinorganic nitrogen fertilizer on yield yield components andnodulation state of Chickpea (Cicer arietinum L)rdquo Communi-cations in Soil Science and Plant Analysis vol 42 no 9 pp 1097ndash1109 2011
[23] R S Jat and I P S Ahlawat ldquoEffect of vermicompost biofer-tilizer and phosphorus on growth yield and nutrient uptake bygram (Cicer arietinum) and their residual effect on foddermaize(Zea mays)rdquo Indian Journal of Agricultural Sciences vol 74 no7 pp 359ndash361 2004
[24] M Geneva G Zehirov E Djonova N Kaloyanova GGeorgiev and I Stancheva ldquoThe effect of inoculation of peaplants with mycorrhizal fungi and Rhizobium on nitrogen andphosphorus assimilationrdquo Plant Soil and Environment vol 52no 10 pp 435ndash440 2006
[25] H Ogutcu O F Algur E Elkoca and F Kantar ldquoThe determi-nation of symbiotic effectiveness of Rhizobium strains isolatedfrom wild chickpeas collected from high altitudes in ErzurumrdquoTurkish Journal of Agriculture and Forestry vol 32 no 4 pp241ndash248 2008
[26] V G Takankhar S S Mane B G Kamble and B S IndulkarldquoGrain quality of chickpea as influenced by phosphorus fertil-ization andRhizobium inoculationrdquo Journal of the Indian Societyof Soil Science vol 45 no 2 pp 394ndash396 1997
[27] J R Khoja S S Khangarot A K Gupta and A K KulharildquoEffect of fertilizer and biofertilizers on growth and yield ofchickpeardquo Annals of Plant and Soil Research vol 4 pp 357ndash3582002
[28] N R N Reddy and I P S Ahlawat ldquoResponse of Chickpea(Cicer arietinum) genotypes to irrigation and fertilizers underlate-sown conditionsrdquo Indian Journal of Agronomy vol 43 no1 pp 95ndash101 1998
[29] K N Meena R G Pareek and R S Jat ldquoEffect of phosphorusand biofertilizers on yield and quality of chickpea (Cicerarietinum L)rdquo Annals of Agricultural Research vol 22 pp 388ndash390 2001
[30] S C Gupta ldquoResponse of gram (Cicer arietinum) to types andmethod ofmicrobial inoculationrdquo Indian Journal of AgriculturalScience vol 74 no 2 pp 73ndash75 2004
[31] M Erman S Demir E Ocak S Tufenkci F Oguz and AAkkopru ldquoEffects of Rhizobium arbuscular mycorrhiza andwhey applications on some properties in chickpea (Cicer ariet-inum L) under irrigated and rainfed conditions 1-yield yieldcomponents nodulation and AMF colonizationrdquo Field CropsResearch vol 122 no 1 pp 14ndash24 2011
[32] L K Jain P Singh and P Singh ldquoGrowth and nutrient uptakeof chickpea (Cicer arietinum L) as influenced by biofertilizersand phosphorus nutritionrdquo Crop Research vol 25 pp 410ndash4132003
8 International Journal of Agronomy
[33] Reddy B Gopal andM Suryanarayan Reddy ldquoEffect of organicmanures and nitrogen levels on soil available nutrients status inmaize-soybean cropping systemrdquo Journal of the Indian Societyof Soil Science vol 46 pp 474ndash476 1998
[34] J P Singh and J C Tarafdar ldquoRhizospheric microflora as influ-enced by sulphur application herbicide and Rhizobium inocu-lation in summer mung bean (Vigna radiata L)rdquo Journal of theIndian Society of Soil Science vol 50 pp 127ndash130 2002
Submit your manuscripts athttpwwwhindawicom
Nutrition and Metabolism
Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Food ScienceInternational Journal of
Agronomy
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Microbiology
The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom
Applied ampEnvironmentalSoil Science
Volume 2014
AgricultureAdvances in
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
PsycheHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
BiodiversityInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
ScientificaHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Plant GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Biotechnology Research International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Forestry ResearchInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Journal of BotanyHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
EcologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Veterinary Medicine International
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Cell BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Evolutionary BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
4 International Journal of Agronomy
Table2Symbioticparametersa
ndlegh
emoglobincontentinno
dulartissuesa
tdifferentintervals
Chickp
eageno
types
Nod
ulen
umberp
lantminus1
Nod
ulefresh
weight(mgp
lantminus1 )
Nod
uled
ryweight(mgp
lantminus1 )
Shoo
tdry
weight(gp
lantminus1 )
Nod
uleleghemoglobin
(mggminus1of
fresh
nodu
le)
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
Daysa
ftersow
ing
3555
7535
5575
3555
7535
5575
3555
75Ch
ickp
eageno
type
IG-226
117
181
158
523
879
708
268
497
481
1894
202
1315
15IG
-370
95146
133
412
667
630
245
408
384
1780
185
1112
12IG
-379
140
217
193
670
948
813
327
543
534
21
104
219
1618
17JG
-412
174
246
233
805
1178
942
417
617
599
23
114
236
1821
20
IG-593
199
270
253
868
1275
1002
462
673
657
26
126
255
21
26
25
SEmplusmn
1212
09
20
31
22
06
1306
004
03
05
01
07
01
LSD(119875=005)
39
36
28
66
101
7319
41
20
01
1017
02
02
03
Microbialinoculants
Con
trol
94156
148
462
569
541
243
390
380
1992
166
1215
15Rh
izobium
189
254
247
671
1209
1021
403
646
631
22
108
246
1720
19PS
B100
168
157
548
646
616
263
421
409
20
96207
1315
15Rh
izobium
+PS
B207
277
267
951
1449
1204
466
743
705
23
118
265
20
23
23
SEmplusmn
06
08
07
31
39
28
08
1313
005
02
03
004
005
01
LSD(119875=005)
1722
1991
112
80
23
37
38
01
04
08
01
01
02
PSB
phosph
ates
olub
ilisin
gbacteria
International Journal of Agronomy 5
weight than Rhizobium and PSB alone The increase innodulation might be due to synergistic effect of the two typesof microorganisms for biological nitrogen fixation as againsttheir individual application Results of the similar kind havealso been reported by Rudresh et al [4] It is also due to thefact that phosphate solubilizing bacteria by virtue of theirproperty of producing organic acids solubilize insoluble orfixed form of phosphorus in the rhizosphere and make itavailable to the growing plants which promotes root develop-ment in plants [14] In the present study a significant responseof dual inoculation with Rhizobium and PSB was observedwith respect to shoot dry weight per plant Observations ofthe similar kind have been recorded by Gupta and Namdeo[15] and Barea et al [16]
32 Leghemoglobin Content in Root Nodules The resultsgiven in Figure 1(e) and Table 2 showed that the leghe-moglobin content in chickpea root nodules increased withthe advancement of crop age and was maximum at 55 DASand thereafter decline at 75 DAS Among the genotypes IG-593 possessed the highest nodule leghemoglobin of 210 255and 247mg gminus1 of fresh nodule and lowest 107 123 and145mg gminus1 of fresh nodule in IG-370 at 35 55 and 75 DASrespectively In the present study coinoculation ofRhizobiumand PSB performed better than Rhizobium and PSB alonewith respect to leghemoglobin content in the nodular tissuesof chickpea crop In case of microbial inoculants higherleghemoglobin content in nodular tissues was observed inRhizobium + PSB in comparison to their individual inocu-lation The better nodulation under chickpea genotype IGminus593 might be resulted in higher content of leghemoglobinin nodular tissues Similarly higher leghemoglobin content inRhizobium + PSB was mainly due to better root and nodulesdevelopment [17]
33 YieldAttributes Thesignificant differenceswere found inyield attributing parameters due to genotypes and microbialinoculants while their interaction effect was nonsignificant(Table 3) Among the genotypes IG-593 exhibited the highestmean number of branches and pods per plant and seeds perpod that is 1595 6396 plantminus1 and 159 podminus1 respectivelyand the lowest values were recorded in IG-370 that is 10233471 plantminus1 and 113 podminus1 respectively It was further notedthat among the genotypes IG-593 produced the tallest plant(4207 cm) while the genotype IG-370 had shortest plant(3063 cm) Variation in the above parameters is bound tooccur due to difference in geneticmakeup and inherited char-acters in different genotypesThe results corroborate with thefindings of Singh et al [18] and Tiwari et al [19]
The data further indicated that IG-593 had highesttest weight (33380 g) followed by JG-412 (24913 g) IG-379 (19148 g) IG-370 (15868 g) and IG-226 (15234 g) Thevariation in test weight among the genotypes is likely to occurdue to difference in seed size of the individual genotype Ahigh value of test weight indicated the boldness of seedswhile the lower values indicated small seeds Largesmall seedsize of chickpea is basically a genotypic character [19] Inthe present study seed inoculation with Rhizobium + PSB
significantly increased the plant height number of branchesnumber of pods per plant number of seeds per pod and1000 seed weight (test weight) over no inoculation Thehigher growth and yield attributes under Rhizobium + PSBinoculation were mainly due to more availability of N PK and S in the soil for chickpea plants [20ndash22] More-over growth promoting substances (phytohormones) areproduced by these organisms which further promote plantgrowth [23ndash25] Further inoculation of Rhizobium and PSBalone produced significantly higher number of pods per plantand test weight These results are in close agreement withTakankhar et al [26] and Khoja et al [27]
34 Grain and StrawYield Critical examination of the data inTable 3 revealed that genotype IG-593 produced the highestgrain and straw yields (2 286 and 2 728Kg haminus1) followed byJG-412 (1 995 and 2 291 Kg haminus1) and lowest in IG-370 (1 475and 1 613 Kg haminus1) The observed variation in seed and strawyields in the present investigation seems to be due to geneticdifference in yield potential of different genotypes and alsodue to variable response of different genotypes to microbialinoculants [19 28]
Significant differences in grain and straw yields werealso recorded due to microbial inoculation The grain andstraw yields increased due to microbial inoculation and thehighest seed and straw yields were obtained in inoculation ofRhizobium + PSB that is 2 150 and 2 461 Kg haminus1 and thelowest in the case of control that is 1 587 and 1 901 Kg haminus1respectively The increase in grain and straw yield might beattributed to the increased availability ofN andP in soil whichresulted in higher growth and development and finally yields[20 23 29ndash31]
35 Soil Characteristics Soil pH and EC remain unaffectedunder different chickpea genotypes and microbial inocula-tionHowever highest value of soil organic carbon (SOC)wasobserved under IG-593 (053) and the lowest under IG-370(047) The significant variations in available N P K and Swere also recorded due to chickpea genotypes and microbialinoculationThe highest value of available N (21925 kg haminus1)available P (1218 kg haminus1) available K (5686 kg haminus1) andavailable S (136 kg haminus1) was recorded after harvest of chick-pea genotype 1G-593 and the lowest values of available NP K and S were recorded in IG-370 In case of microbialinoculation the highest values of available N (2203 kg haminus1)available P (141 kg haminus1) available K (5569 kg haminus1) andavailable S (1341 kg haminus1) were recorded under inoculationof both Rhizobium and PSB however the lowest values ofavailable N P K and S were under no-inoculation (control)The variations in available nutrients under different genotypemight be due to variations in compatibility between soilmicroflora and chickpea genotypes HoweverRhizobium andPSB inoculation had resulted in better plant growth nodu-lation and rhizospheric environment which finally resultedin more availability of plant nutrients (NPKS) in the soil[28 32 33]
6 International Journal of Agronomy
Table 3 Yield attributes grain and straw yields of chickpea genotypes
Chickpeagenotypes
Plant height(cm)
Number ofbranches plantminus1
Number ofpods plantminus1
Number ofseeds podminus1
Test weight(g)
Mean yield (Kg haminus1)Grain Straw
Chickpea genotypeIG-226 334 124 386 125 1523 1622 1894IG-370 306 102 347 113 1587 1475 1613IG-379 345 133 428 130 1915 1922 2199JG-412 390 144 484 133 2491 1995 2291IG-593 421 160 640 138 3338 2286 2728SEmplusmn 14 03 09 0058 20 88 91LSD (119875 = 005) 45 09 30 0191 65 288 299
Microbial inoculantsControl 341 114 379 11 2131 1587 1901Rhizobium 367 136 489 13 2200 1967 2303PSB 342 121 435 13 2160 1764 2089Rhizobium + PSB 371 160 557 14 2207 2150 2461SEmplusmn 08 03 08 06 14 59 52LSD (119875 = 005) 24 08 22 02 40 170 152PSB phosphate solubilising bacteria
Table 4 Soil fertility as influenced by chickpea genotypes and microbial inoculants
Chickpea genotypes pH ECdSmminus1 SOC () Available nutrients in soil (kg haminus1) Rhizobium population
(times104 gminus1 of soil)
PSB population(times105 gminus1 of soil)N P K S
Chickpea genotypeIG-226 775 036 049 1985 106 5456 125 968 423IG-370 768 035 047 1928 104 5448 124 929 403IG-379 776 036 049 1945 114 5464 130 999 442JG-412 779 037 053 2103 116 5471 134 1060 453IG-593 779 038 053 2193 122 5686 136 1099 509SEmplusmn mdash mdash 001 15 04 16 04 024 013LSD (119875 = 005) NS NS 002 48 14 51 12 078 041
Microbial inoculantsControl 771 036 048 1933 91 5457 125 937 412Rhizobium 776 037 051 2068 92 5527 130 1079 414PSB 773 036 048 1919 125 5467 130 940 477Rhizobium + PSB 781 037 054 2203 141 5569 134 1086 480SEmplusmn mdash mdash 001 26 02 19 03 008 003LSD (119875 = 005) NS NS 002 75 06 55 07 024 010SOC soil organic carbon EC electrical conductivityInitial rhizobial count 956 times 103 gminus1 of soil and phosphate solubilizing bacterial (PSB) count 436 times 104 gminus1 of soil
36 Microbial Population The data on Rhizobium and phos-phate solubilising bacterial counts are given in Table 4 Sig-nificant variations in Rhizobium and phosphate solubilisingbacteria (PSB) was observed due to both chickpea geno-types and microbial inoculation however their interactionswere nonsignificant Among chickpea genotypes signifi-cantly highest Rhizobium population was recorded in IG-593(1099 times 104 gminus1 of soil) followed by JG-412 (1060 times 104 gminus1
of soil) and least in IG-370 (929 times 104 gminus1 of soil) SimilarlyPSB population was significantly higher in 1G-593 (509 times105 gminus1 of soil) over rest of genotypes In case of microbialinoculation the highest values ofRhizobinum (1086times 104 gminus1of soil) and PSB (480 times 105 gminus1 of soil) were recorded in 1G-593 and lowest under control (no-inculcation) The highest
values of microbial counts in 1G-593 might be due to greatercompatibility of this genotype with inoculated microbialstrains However inoculation of both Rhizobinum and PSBmight have given added advantage over native microbialpopulation [34]
4 Conclusion
Based on above results it can be concluded that the chickpeagenotype IG-593 is superior over the remaining genotypeswith respect to nodulation yield attributing parametersnodule leghemoglobin content and yield under limitedirrigation in vertisols of Malwa Region Use of Rhizobiumand PSB inoculation had also shown advantage over no-inoculationThus chickpea genotype IG-593 and inoculation
International Journal of Agronomy 7
ofRhizobium and PSBmay be recommended to realize higheryield of chickpea in this region
References
[1] FAOSTAT Food and agriculture organization of the UnitedNations 2010
[2] Govt ofMPAgricultural Statistics Department ofAgricultureGovt of MP Bhopal India 2011
[3] P C Jain P S Kushawaha U S Dhakal H Khan and S MTrivedi ldquoResponse of chickpea (Cicer arietinum L) to phospho-rus and biofertilizerrdquo Legume Research vol 22 pp 241ndash2441999
[4] D L Rudresh M K Shivaprakash and R D Prasad ldquoEffectof combined application of Rhizobium phosphate solubilizingbacterium and Trichoderma spp on growth nutrient uptakeand yield of chickpea (Cicer aritenium L)rdquoApplied Soil Ecologyvol 28 no 2 pp 139ndash146 2005
[5] M S Khan A Zaidi and P A Wani ldquoRole of phosphate-sol-ubilizing microorganisms in sustainable agriculturemdasha reviewrdquoAgronomy for Sustainable Development vol 27 no 1 pp 29ndash432007
[6] A C Gaur Phosphate Solubilizing Microorganisms as Biofertil-izer Omega Scientific Publishers New Delhi India 1990
[7] M L Jackson Soil Chemical Analysis Prentice Hall of IndiaPvt Ltd New Delhi India 1967
[8] A Walkley and I A Black ldquoAn examination of the Degtjareffmethod for determining organic carbon in soils effect of varia-tions in digestion conditions and of inorganic soil constituentsrdquoSoil Science vol 63 pp 251ndash263 1934
[9] R H Bray and L T Kurtz ldquoDetermination of total organic andavailable forms of phosphorous in soilsrdquo Soil Science vol 59 pp39ndash45 1954
[10] L Chesnin and C H Yein ldquoTurbiditymetric determinationof available sulphur in soilrdquo Soil Science Society of AmericaProceedings vol 15 pp 149ndash151 1951
[11] B Toomsan O P Rupela S Mittal P J Dart and K W ClarkldquoCounting Cicer-Rhizobium using a plant infection techniquerdquoSoil Biology and Biochemistry vol 16 no 5 pp 503ndash507 1984
[12] W V B Sundara Rao and M K Sinha ldquoPhosphate dissolvingorganisms in the soil and rhizosphererdquo Indian Journal ofAgricultural Sciences vol 33 pp 272ndash278 1963
[13] A F Beau ldquoA method for hemoglobin in serum and urinerdquoTechnical Bulletin of the Registry of Medical Technologists vol32 pp 111ndash112 1962
[14] N S Subba Rao Soil Microorganisms and Plant Growth Oxfordand IBH Pub Co Pvt Ltd New Delhi India 1986
[15] S C Gupta and S L Namdeo ldquoFertilizer economy throughcomposts and bio-fertilizer in chickpeardquo Annals of Plant andSoil Research vol 2 pp 244ndash246 2000
[16] J-M Barea M J Pozo R Azcon and C Azcon-AguilarldquoMicrobial co-operation in the rhizosphererdquo Journal of Exper-imental Botany vol 56 no 417 pp 1761ndash1778 2005
[17] G S SidhuN Singh andR Singh ldquoSymbiotic nitrogen fixationby some summer legumes in Punjab Role of leghemoglobinin nitrogen fixationrdquo Journal of Research Punjab AgriculturalUniversity vol 4 pp 244ndash248 1967
[18] R C Singh M Singh R Kumar and D P Tomer ldquoResponseof chickpea (Cicer arietinum) genotypes to row spacing andfertility under rainfed conditionsrdquo Indian Journal of Agronomyvol 39 no 4 pp 569ndash572 1994
[19] K P Tiwari L N Yadav and U S Thakur ldquoRelative perfor-mance of gram varieties under different dates of sowingrdquo CropResearch vol 11 no 1 pp 127ndash130 1996
[20] N Togay Y Togay K M Cimrin and M Turan ldquoEffects ofRhizobium inoculation sulfur and phosphorus applications onyield yield components and nutrient uptakes in chickpea (Cicerarietinum L)rdquo African Journal of Biotechnology vol 7 no 6 pp776ndash782 2008
[21] R K Sharma S K Dubey R S Sharma and J P TiwarildquoEffect of irrigation schedules and fertility levels of nodulationyield and water use efficiency in chickpea (Cicer arietinum L)rdquoJNKVV Research Journal vol 28 no 1-2 pp 8ndash10 1998
[22] A Namvar R S Sharifi M Sedghi R A Zakaria T Khandanand B Eskandarpour ldquoStudy on the effects of organic andinorganic nitrogen fertilizer on yield yield components andnodulation state of Chickpea (Cicer arietinum L)rdquo Communi-cations in Soil Science and Plant Analysis vol 42 no 9 pp 1097ndash1109 2011
[23] R S Jat and I P S Ahlawat ldquoEffect of vermicompost biofer-tilizer and phosphorus on growth yield and nutrient uptake bygram (Cicer arietinum) and their residual effect on foddermaize(Zea mays)rdquo Indian Journal of Agricultural Sciences vol 74 no7 pp 359ndash361 2004
[24] M Geneva G Zehirov E Djonova N Kaloyanova GGeorgiev and I Stancheva ldquoThe effect of inoculation of peaplants with mycorrhizal fungi and Rhizobium on nitrogen andphosphorus assimilationrdquo Plant Soil and Environment vol 52no 10 pp 435ndash440 2006
[25] H Ogutcu O F Algur E Elkoca and F Kantar ldquoThe determi-nation of symbiotic effectiveness of Rhizobium strains isolatedfrom wild chickpeas collected from high altitudes in ErzurumrdquoTurkish Journal of Agriculture and Forestry vol 32 no 4 pp241ndash248 2008
[26] V G Takankhar S S Mane B G Kamble and B S IndulkarldquoGrain quality of chickpea as influenced by phosphorus fertil-ization andRhizobium inoculationrdquo Journal of the Indian Societyof Soil Science vol 45 no 2 pp 394ndash396 1997
[27] J R Khoja S S Khangarot A K Gupta and A K KulharildquoEffect of fertilizer and biofertilizers on growth and yield ofchickpeardquo Annals of Plant and Soil Research vol 4 pp 357ndash3582002
[28] N R N Reddy and I P S Ahlawat ldquoResponse of Chickpea(Cicer arietinum) genotypes to irrigation and fertilizers underlate-sown conditionsrdquo Indian Journal of Agronomy vol 43 no1 pp 95ndash101 1998
[29] K N Meena R G Pareek and R S Jat ldquoEffect of phosphorusand biofertilizers on yield and quality of chickpea (Cicerarietinum L)rdquo Annals of Agricultural Research vol 22 pp 388ndash390 2001
[30] S C Gupta ldquoResponse of gram (Cicer arietinum) to types andmethod ofmicrobial inoculationrdquo Indian Journal of AgriculturalScience vol 74 no 2 pp 73ndash75 2004
[31] M Erman S Demir E Ocak S Tufenkci F Oguz and AAkkopru ldquoEffects of Rhizobium arbuscular mycorrhiza andwhey applications on some properties in chickpea (Cicer ariet-inum L) under irrigated and rainfed conditions 1-yield yieldcomponents nodulation and AMF colonizationrdquo Field CropsResearch vol 122 no 1 pp 14ndash24 2011
[32] L K Jain P Singh and P Singh ldquoGrowth and nutrient uptakeof chickpea (Cicer arietinum L) as influenced by biofertilizersand phosphorus nutritionrdquo Crop Research vol 25 pp 410ndash4132003
8 International Journal of Agronomy
[33] Reddy B Gopal andM Suryanarayan Reddy ldquoEffect of organicmanures and nitrogen levels on soil available nutrients status inmaize-soybean cropping systemrdquo Journal of the Indian Societyof Soil Science vol 46 pp 474ndash476 1998
[34] J P Singh and J C Tarafdar ldquoRhizospheric microflora as influ-enced by sulphur application herbicide and Rhizobium inocu-lation in summer mung bean (Vigna radiata L)rdquo Journal of theIndian Society of Soil Science vol 50 pp 127ndash130 2002
Submit your manuscripts athttpwwwhindawicom
Nutrition and Metabolism
Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Food ScienceInternational Journal of
Agronomy
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Microbiology
The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom
Applied ampEnvironmentalSoil Science
Volume 2014
AgricultureAdvances in
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
PsycheHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
BiodiversityInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
ScientificaHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
GenomicsInternational Journal of
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Plant GenomicsInternational Journal of
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Biotechnology Research International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Forestry ResearchInternational Journal of
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Veterinary Medicine International
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Cell BiologyInternational Journal of
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International Journal of Agronomy 5
weight than Rhizobium and PSB alone The increase innodulation might be due to synergistic effect of the two typesof microorganisms for biological nitrogen fixation as againsttheir individual application Results of the similar kind havealso been reported by Rudresh et al [4] It is also due to thefact that phosphate solubilizing bacteria by virtue of theirproperty of producing organic acids solubilize insoluble orfixed form of phosphorus in the rhizosphere and make itavailable to the growing plants which promotes root develop-ment in plants [14] In the present study a significant responseof dual inoculation with Rhizobium and PSB was observedwith respect to shoot dry weight per plant Observations ofthe similar kind have been recorded by Gupta and Namdeo[15] and Barea et al [16]
32 Leghemoglobin Content in Root Nodules The resultsgiven in Figure 1(e) and Table 2 showed that the leghe-moglobin content in chickpea root nodules increased withthe advancement of crop age and was maximum at 55 DASand thereafter decline at 75 DAS Among the genotypes IG-593 possessed the highest nodule leghemoglobin of 210 255and 247mg gminus1 of fresh nodule and lowest 107 123 and145mg gminus1 of fresh nodule in IG-370 at 35 55 and 75 DASrespectively In the present study coinoculation ofRhizobiumand PSB performed better than Rhizobium and PSB alonewith respect to leghemoglobin content in the nodular tissuesof chickpea crop In case of microbial inoculants higherleghemoglobin content in nodular tissues was observed inRhizobium + PSB in comparison to their individual inocu-lation The better nodulation under chickpea genotype IGminus593 might be resulted in higher content of leghemoglobinin nodular tissues Similarly higher leghemoglobin content inRhizobium + PSB was mainly due to better root and nodulesdevelopment [17]
33 YieldAttributes Thesignificant differenceswere found inyield attributing parameters due to genotypes and microbialinoculants while their interaction effect was nonsignificant(Table 3) Among the genotypes IG-593 exhibited the highestmean number of branches and pods per plant and seeds perpod that is 1595 6396 plantminus1 and 159 podminus1 respectivelyand the lowest values were recorded in IG-370 that is 10233471 plantminus1 and 113 podminus1 respectively It was further notedthat among the genotypes IG-593 produced the tallest plant(4207 cm) while the genotype IG-370 had shortest plant(3063 cm) Variation in the above parameters is bound tooccur due to difference in geneticmakeup and inherited char-acters in different genotypesThe results corroborate with thefindings of Singh et al [18] and Tiwari et al [19]
The data further indicated that IG-593 had highesttest weight (33380 g) followed by JG-412 (24913 g) IG-379 (19148 g) IG-370 (15868 g) and IG-226 (15234 g) Thevariation in test weight among the genotypes is likely to occurdue to difference in seed size of the individual genotype Ahigh value of test weight indicated the boldness of seedswhile the lower values indicated small seeds Largesmall seedsize of chickpea is basically a genotypic character [19] Inthe present study seed inoculation with Rhizobium + PSB
significantly increased the plant height number of branchesnumber of pods per plant number of seeds per pod and1000 seed weight (test weight) over no inoculation Thehigher growth and yield attributes under Rhizobium + PSBinoculation were mainly due to more availability of N PK and S in the soil for chickpea plants [20ndash22] More-over growth promoting substances (phytohormones) areproduced by these organisms which further promote plantgrowth [23ndash25] Further inoculation of Rhizobium and PSBalone produced significantly higher number of pods per plantand test weight These results are in close agreement withTakankhar et al [26] and Khoja et al [27]
34 Grain and StrawYield Critical examination of the data inTable 3 revealed that genotype IG-593 produced the highestgrain and straw yields (2 286 and 2 728Kg haminus1) followed byJG-412 (1 995 and 2 291 Kg haminus1) and lowest in IG-370 (1 475and 1 613 Kg haminus1) The observed variation in seed and strawyields in the present investigation seems to be due to geneticdifference in yield potential of different genotypes and alsodue to variable response of different genotypes to microbialinoculants [19 28]
Significant differences in grain and straw yields werealso recorded due to microbial inoculation The grain andstraw yields increased due to microbial inoculation and thehighest seed and straw yields were obtained in inoculation ofRhizobium + PSB that is 2 150 and 2 461 Kg haminus1 and thelowest in the case of control that is 1 587 and 1 901 Kg haminus1respectively The increase in grain and straw yield might beattributed to the increased availability ofN andP in soil whichresulted in higher growth and development and finally yields[20 23 29ndash31]
35 Soil Characteristics Soil pH and EC remain unaffectedunder different chickpea genotypes and microbial inocula-tionHowever highest value of soil organic carbon (SOC)wasobserved under IG-593 (053) and the lowest under IG-370(047) The significant variations in available N P K and Swere also recorded due to chickpea genotypes and microbialinoculationThe highest value of available N (21925 kg haminus1)available P (1218 kg haminus1) available K (5686 kg haminus1) andavailable S (136 kg haminus1) was recorded after harvest of chick-pea genotype 1G-593 and the lowest values of available NP K and S were recorded in IG-370 In case of microbialinoculation the highest values of available N (2203 kg haminus1)available P (141 kg haminus1) available K (5569 kg haminus1) andavailable S (1341 kg haminus1) were recorded under inoculationof both Rhizobium and PSB however the lowest values ofavailable N P K and S were under no-inoculation (control)The variations in available nutrients under different genotypemight be due to variations in compatibility between soilmicroflora and chickpea genotypes HoweverRhizobium andPSB inoculation had resulted in better plant growth nodu-lation and rhizospheric environment which finally resultedin more availability of plant nutrients (NPKS) in the soil[28 32 33]
6 International Journal of Agronomy
Table 3 Yield attributes grain and straw yields of chickpea genotypes
Chickpeagenotypes
Plant height(cm)
Number ofbranches plantminus1
Number ofpods plantminus1
Number ofseeds podminus1
Test weight(g)
Mean yield (Kg haminus1)Grain Straw
Chickpea genotypeIG-226 334 124 386 125 1523 1622 1894IG-370 306 102 347 113 1587 1475 1613IG-379 345 133 428 130 1915 1922 2199JG-412 390 144 484 133 2491 1995 2291IG-593 421 160 640 138 3338 2286 2728SEmplusmn 14 03 09 0058 20 88 91LSD (119875 = 005) 45 09 30 0191 65 288 299
Microbial inoculantsControl 341 114 379 11 2131 1587 1901Rhizobium 367 136 489 13 2200 1967 2303PSB 342 121 435 13 2160 1764 2089Rhizobium + PSB 371 160 557 14 2207 2150 2461SEmplusmn 08 03 08 06 14 59 52LSD (119875 = 005) 24 08 22 02 40 170 152PSB phosphate solubilising bacteria
Table 4 Soil fertility as influenced by chickpea genotypes and microbial inoculants
Chickpea genotypes pH ECdSmminus1 SOC () Available nutrients in soil (kg haminus1) Rhizobium population
(times104 gminus1 of soil)
PSB population(times105 gminus1 of soil)N P K S
Chickpea genotypeIG-226 775 036 049 1985 106 5456 125 968 423IG-370 768 035 047 1928 104 5448 124 929 403IG-379 776 036 049 1945 114 5464 130 999 442JG-412 779 037 053 2103 116 5471 134 1060 453IG-593 779 038 053 2193 122 5686 136 1099 509SEmplusmn mdash mdash 001 15 04 16 04 024 013LSD (119875 = 005) NS NS 002 48 14 51 12 078 041
Microbial inoculantsControl 771 036 048 1933 91 5457 125 937 412Rhizobium 776 037 051 2068 92 5527 130 1079 414PSB 773 036 048 1919 125 5467 130 940 477Rhizobium + PSB 781 037 054 2203 141 5569 134 1086 480SEmplusmn mdash mdash 001 26 02 19 03 008 003LSD (119875 = 005) NS NS 002 75 06 55 07 024 010SOC soil organic carbon EC electrical conductivityInitial rhizobial count 956 times 103 gminus1 of soil and phosphate solubilizing bacterial (PSB) count 436 times 104 gminus1 of soil
36 Microbial Population The data on Rhizobium and phos-phate solubilising bacterial counts are given in Table 4 Sig-nificant variations in Rhizobium and phosphate solubilisingbacteria (PSB) was observed due to both chickpea geno-types and microbial inoculation however their interactionswere nonsignificant Among chickpea genotypes signifi-cantly highest Rhizobium population was recorded in IG-593(1099 times 104 gminus1 of soil) followed by JG-412 (1060 times 104 gminus1
of soil) and least in IG-370 (929 times 104 gminus1 of soil) SimilarlyPSB population was significantly higher in 1G-593 (509 times105 gminus1 of soil) over rest of genotypes In case of microbialinoculation the highest values ofRhizobinum (1086times 104 gminus1of soil) and PSB (480 times 105 gminus1 of soil) were recorded in 1G-593 and lowest under control (no-inculcation) The highest
values of microbial counts in 1G-593 might be due to greatercompatibility of this genotype with inoculated microbialstrains However inoculation of both Rhizobinum and PSBmight have given added advantage over native microbialpopulation [34]
4 Conclusion
Based on above results it can be concluded that the chickpeagenotype IG-593 is superior over the remaining genotypeswith respect to nodulation yield attributing parametersnodule leghemoglobin content and yield under limitedirrigation in vertisols of Malwa Region Use of Rhizobiumand PSB inoculation had also shown advantage over no-inoculationThus chickpea genotype IG-593 and inoculation
International Journal of Agronomy 7
ofRhizobium and PSBmay be recommended to realize higheryield of chickpea in this region
References
[1] FAOSTAT Food and agriculture organization of the UnitedNations 2010
[2] Govt ofMPAgricultural Statistics Department ofAgricultureGovt of MP Bhopal India 2011
[3] P C Jain P S Kushawaha U S Dhakal H Khan and S MTrivedi ldquoResponse of chickpea (Cicer arietinum L) to phospho-rus and biofertilizerrdquo Legume Research vol 22 pp 241ndash2441999
[4] D L Rudresh M K Shivaprakash and R D Prasad ldquoEffectof combined application of Rhizobium phosphate solubilizingbacterium and Trichoderma spp on growth nutrient uptakeand yield of chickpea (Cicer aritenium L)rdquoApplied Soil Ecologyvol 28 no 2 pp 139ndash146 2005
[5] M S Khan A Zaidi and P A Wani ldquoRole of phosphate-sol-ubilizing microorganisms in sustainable agriculturemdasha reviewrdquoAgronomy for Sustainable Development vol 27 no 1 pp 29ndash432007
[6] A C Gaur Phosphate Solubilizing Microorganisms as Biofertil-izer Omega Scientific Publishers New Delhi India 1990
[7] M L Jackson Soil Chemical Analysis Prentice Hall of IndiaPvt Ltd New Delhi India 1967
[8] A Walkley and I A Black ldquoAn examination of the Degtjareffmethod for determining organic carbon in soils effect of varia-tions in digestion conditions and of inorganic soil constituentsrdquoSoil Science vol 63 pp 251ndash263 1934
[9] R H Bray and L T Kurtz ldquoDetermination of total organic andavailable forms of phosphorous in soilsrdquo Soil Science vol 59 pp39ndash45 1954
[10] L Chesnin and C H Yein ldquoTurbiditymetric determinationof available sulphur in soilrdquo Soil Science Society of AmericaProceedings vol 15 pp 149ndash151 1951
[11] B Toomsan O P Rupela S Mittal P J Dart and K W ClarkldquoCounting Cicer-Rhizobium using a plant infection techniquerdquoSoil Biology and Biochemistry vol 16 no 5 pp 503ndash507 1984
[12] W V B Sundara Rao and M K Sinha ldquoPhosphate dissolvingorganisms in the soil and rhizosphererdquo Indian Journal ofAgricultural Sciences vol 33 pp 272ndash278 1963
[13] A F Beau ldquoA method for hemoglobin in serum and urinerdquoTechnical Bulletin of the Registry of Medical Technologists vol32 pp 111ndash112 1962
[14] N S Subba Rao Soil Microorganisms and Plant Growth Oxfordand IBH Pub Co Pvt Ltd New Delhi India 1986
[15] S C Gupta and S L Namdeo ldquoFertilizer economy throughcomposts and bio-fertilizer in chickpeardquo Annals of Plant andSoil Research vol 2 pp 244ndash246 2000
[16] J-M Barea M J Pozo R Azcon and C Azcon-AguilarldquoMicrobial co-operation in the rhizosphererdquo Journal of Exper-imental Botany vol 56 no 417 pp 1761ndash1778 2005
[17] G S SidhuN Singh andR Singh ldquoSymbiotic nitrogen fixationby some summer legumes in Punjab Role of leghemoglobinin nitrogen fixationrdquo Journal of Research Punjab AgriculturalUniversity vol 4 pp 244ndash248 1967
[18] R C Singh M Singh R Kumar and D P Tomer ldquoResponseof chickpea (Cicer arietinum) genotypes to row spacing andfertility under rainfed conditionsrdquo Indian Journal of Agronomyvol 39 no 4 pp 569ndash572 1994
[19] K P Tiwari L N Yadav and U S Thakur ldquoRelative perfor-mance of gram varieties under different dates of sowingrdquo CropResearch vol 11 no 1 pp 127ndash130 1996
[20] N Togay Y Togay K M Cimrin and M Turan ldquoEffects ofRhizobium inoculation sulfur and phosphorus applications onyield yield components and nutrient uptakes in chickpea (Cicerarietinum L)rdquo African Journal of Biotechnology vol 7 no 6 pp776ndash782 2008
[21] R K Sharma S K Dubey R S Sharma and J P TiwarildquoEffect of irrigation schedules and fertility levels of nodulationyield and water use efficiency in chickpea (Cicer arietinum L)rdquoJNKVV Research Journal vol 28 no 1-2 pp 8ndash10 1998
[22] A Namvar R S Sharifi M Sedghi R A Zakaria T Khandanand B Eskandarpour ldquoStudy on the effects of organic andinorganic nitrogen fertilizer on yield yield components andnodulation state of Chickpea (Cicer arietinum L)rdquo Communi-cations in Soil Science and Plant Analysis vol 42 no 9 pp 1097ndash1109 2011
[23] R S Jat and I P S Ahlawat ldquoEffect of vermicompost biofer-tilizer and phosphorus on growth yield and nutrient uptake bygram (Cicer arietinum) and their residual effect on foddermaize(Zea mays)rdquo Indian Journal of Agricultural Sciences vol 74 no7 pp 359ndash361 2004
[24] M Geneva G Zehirov E Djonova N Kaloyanova GGeorgiev and I Stancheva ldquoThe effect of inoculation of peaplants with mycorrhizal fungi and Rhizobium on nitrogen andphosphorus assimilationrdquo Plant Soil and Environment vol 52no 10 pp 435ndash440 2006
[25] H Ogutcu O F Algur E Elkoca and F Kantar ldquoThe determi-nation of symbiotic effectiveness of Rhizobium strains isolatedfrom wild chickpeas collected from high altitudes in ErzurumrdquoTurkish Journal of Agriculture and Forestry vol 32 no 4 pp241ndash248 2008
[26] V G Takankhar S S Mane B G Kamble and B S IndulkarldquoGrain quality of chickpea as influenced by phosphorus fertil-ization andRhizobium inoculationrdquo Journal of the Indian Societyof Soil Science vol 45 no 2 pp 394ndash396 1997
[27] J R Khoja S S Khangarot A K Gupta and A K KulharildquoEffect of fertilizer and biofertilizers on growth and yield ofchickpeardquo Annals of Plant and Soil Research vol 4 pp 357ndash3582002
[28] N R N Reddy and I P S Ahlawat ldquoResponse of Chickpea(Cicer arietinum) genotypes to irrigation and fertilizers underlate-sown conditionsrdquo Indian Journal of Agronomy vol 43 no1 pp 95ndash101 1998
[29] K N Meena R G Pareek and R S Jat ldquoEffect of phosphorusand biofertilizers on yield and quality of chickpea (Cicerarietinum L)rdquo Annals of Agricultural Research vol 22 pp 388ndash390 2001
[30] S C Gupta ldquoResponse of gram (Cicer arietinum) to types andmethod ofmicrobial inoculationrdquo Indian Journal of AgriculturalScience vol 74 no 2 pp 73ndash75 2004
[31] M Erman S Demir E Ocak S Tufenkci F Oguz and AAkkopru ldquoEffects of Rhizobium arbuscular mycorrhiza andwhey applications on some properties in chickpea (Cicer ariet-inum L) under irrigated and rainfed conditions 1-yield yieldcomponents nodulation and AMF colonizationrdquo Field CropsResearch vol 122 no 1 pp 14ndash24 2011
[32] L K Jain P Singh and P Singh ldquoGrowth and nutrient uptakeof chickpea (Cicer arietinum L) as influenced by biofertilizersand phosphorus nutritionrdquo Crop Research vol 25 pp 410ndash4132003
8 International Journal of Agronomy
[33] Reddy B Gopal andM Suryanarayan Reddy ldquoEffect of organicmanures and nitrogen levels on soil available nutrients status inmaize-soybean cropping systemrdquo Journal of the Indian Societyof Soil Science vol 46 pp 474ndash476 1998
[34] J P Singh and J C Tarafdar ldquoRhizospheric microflora as influ-enced by sulphur application herbicide and Rhizobium inocu-lation in summer mung bean (Vigna radiata L)rdquo Journal of theIndian Society of Soil Science vol 50 pp 127ndash130 2002
Submit your manuscripts athttpwwwhindawicom
Nutrition and Metabolism
Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Food ScienceInternational Journal of
Agronomy
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Microbiology
The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom
Applied ampEnvironmentalSoil Science
Volume 2014
AgricultureAdvances in
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
PsycheHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
BiodiversityInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
ScientificaHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Plant GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Biotechnology Research International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Forestry ResearchInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Journal of BotanyHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
EcologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Veterinary Medicine International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Cell BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Evolutionary BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
6 International Journal of Agronomy
Table 3 Yield attributes grain and straw yields of chickpea genotypes
Chickpeagenotypes
Plant height(cm)
Number ofbranches plantminus1
Number ofpods plantminus1
Number ofseeds podminus1
Test weight(g)
Mean yield (Kg haminus1)Grain Straw
Chickpea genotypeIG-226 334 124 386 125 1523 1622 1894IG-370 306 102 347 113 1587 1475 1613IG-379 345 133 428 130 1915 1922 2199JG-412 390 144 484 133 2491 1995 2291IG-593 421 160 640 138 3338 2286 2728SEmplusmn 14 03 09 0058 20 88 91LSD (119875 = 005) 45 09 30 0191 65 288 299
Microbial inoculantsControl 341 114 379 11 2131 1587 1901Rhizobium 367 136 489 13 2200 1967 2303PSB 342 121 435 13 2160 1764 2089Rhizobium + PSB 371 160 557 14 2207 2150 2461SEmplusmn 08 03 08 06 14 59 52LSD (119875 = 005) 24 08 22 02 40 170 152PSB phosphate solubilising bacteria
Table 4 Soil fertility as influenced by chickpea genotypes and microbial inoculants
Chickpea genotypes pH ECdSmminus1 SOC () Available nutrients in soil (kg haminus1) Rhizobium population
(times104 gminus1 of soil)
PSB population(times105 gminus1 of soil)N P K S
Chickpea genotypeIG-226 775 036 049 1985 106 5456 125 968 423IG-370 768 035 047 1928 104 5448 124 929 403IG-379 776 036 049 1945 114 5464 130 999 442JG-412 779 037 053 2103 116 5471 134 1060 453IG-593 779 038 053 2193 122 5686 136 1099 509SEmplusmn mdash mdash 001 15 04 16 04 024 013LSD (119875 = 005) NS NS 002 48 14 51 12 078 041
Microbial inoculantsControl 771 036 048 1933 91 5457 125 937 412Rhizobium 776 037 051 2068 92 5527 130 1079 414PSB 773 036 048 1919 125 5467 130 940 477Rhizobium + PSB 781 037 054 2203 141 5569 134 1086 480SEmplusmn mdash mdash 001 26 02 19 03 008 003LSD (119875 = 005) NS NS 002 75 06 55 07 024 010SOC soil organic carbon EC electrical conductivityInitial rhizobial count 956 times 103 gminus1 of soil and phosphate solubilizing bacterial (PSB) count 436 times 104 gminus1 of soil
36 Microbial Population The data on Rhizobium and phos-phate solubilising bacterial counts are given in Table 4 Sig-nificant variations in Rhizobium and phosphate solubilisingbacteria (PSB) was observed due to both chickpea geno-types and microbial inoculation however their interactionswere nonsignificant Among chickpea genotypes signifi-cantly highest Rhizobium population was recorded in IG-593(1099 times 104 gminus1 of soil) followed by JG-412 (1060 times 104 gminus1
of soil) and least in IG-370 (929 times 104 gminus1 of soil) SimilarlyPSB population was significantly higher in 1G-593 (509 times105 gminus1 of soil) over rest of genotypes In case of microbialinoculation the highest values ofRhizobinum (1086times 104 gminus1of soil) and PSB (480 times 105 gminus1 of soil) were recorded in 1G-593 and lowest under control (no-inculcation) The highest
values of microbial counts in 1G-593 might be due to greatercompatibility of this genotype with inoculated microbialstrains However inoculation of both Rhizobinum and PSBmight have given added advantage over native microbialpopulation [34]
4 Conclusion
Based on above results it can be concluded that the chickpeagenotype IG-593 is superior over the remaining genotypeswith respect to nodulation yield attributing parametersnodule leghemoglobin content and yield under limitedirrigation in vertisols of Malwa Region Use of Rhizobiumand PSB inoculation had also shown advantage over no-inoculationThus chickpea genotype IG-593 and inoculation
International Journal of Agronomy 7
ofRhizobium and PSBmay be recommended to realize higheryield of chickpea in this region
References
[1] FAOSTAT Food and agriculture organization of the UnitedNations 2010
[2] Govt ofMPAgricultural Statistics Department ofAgricultureGovt of MP Bhopal India 2011
[3] P C Jain P S Kushawaha U S Dhakal H Khan and S MTrivedi ldquoResponse of chickpea (Cicer arietinum L) to phospho-rus and biofertilizerrdquo Legume Research vol 22 pp 241ndash2441999
[4] D L Rudresh M K Shivaprakash and R D Prasad ldquoEffectof combined application of Rhizobium phosphate solubilizingbacterium and Trichoderma spp on growth nutrient uptakeand yield of chickpea (Cicer aritenium L)rdquoApplied Soil Ecologyvol 28 no 2 pp 139ndash146 2005
[5] M S Khan A Zaidi and P A Wani ldquoRole of phosphate-sol-ubilizing microorganisms in sustainable agriculturemdasha reviewrdquoAgronomy for Sustainable Development vol 27 no 1 pp 29ndash432007
[6] A C Gaur Phosphate Solubilizing Microorganisms as Biofertil-izer Omega Scientific Publishers New Delhi India 1990
[7] M L Jackson Soil Chemical Analysis Prentice Hall of IndiaPvt Ltd New Delhi India 1967
[8] A Walkley and I A Black ldquoAn examination of the Degtjareffmethod for determining organic carbon in soils effect of varia-tions in digestion conditions and of inorganic soil constituentsrdquoSoil Science vol 63 pp 251ndash263 1934
[9] R H Bray and L T Kurtz ldquoDetermination of total organic andavailable forms of phosphorous in soilsrdquo Soil Science vol 59 pp39ndash45 1954
[10] L Chesnin and C H Yein ldquoTurbiditymetric determinationof available sulphur in soilrdquo Soil Science Society of AmericaProceedings vol 15 pp 149ndash151 1951
[11] B Toomsan O P Rupela S Mittal P J Dart and K W ClarkldquoCounting Cicer-Rhizobium using a plant infection techniquerdquoSoil Biology and Biochemistry vol 16 no 5 pp 503ndash507 1984
[12] W V B Sundara Rao and M K Sinha ldquoPhosphate dissolvingorganisms in the soil and rhizosphererdquo Indian Journal ofAgricultural Sciences vol 33 pp 272ndash278 1963
[13] A F Beau ldquoA method for hemoglobin in serum and urinerdquoTechnical Bulletin of the Registry of Medical Technologists vol32 pp 111ndash112 1962
[14] N S Subba Rao Soil Microorganisms and Plant Growth Oxfordand IBH Pub Co Pvt Ltd New Delhi India 1986
[15] S C Gupta and S L Namdeo ldquoFertilizer economy throughcomposts and bio-fertilizer in chickpeardquo Annals of Plant andSoil Research vol 2 pp 244ndash246 2000
[16] J-M Barea M J Pozo R Azcon and C Azcon-AguilarldquoMicrobial co-operation in the rhizosphererdquo Journal of Exper-imental Botany vol 56 no 417 pp 1761ndash1778 2005
[17] G S SidhuN Singh andR Singh ldquoSymbiotic nitrogen fixationby some summer legumes in Punjab Role of leghemoglobinin nitrogen fixationrdquo Journal of Research Punjab AgriculturalUniversity vol 4 pp 244ndash248 1967
[18] R C Singh M Singh R Kumar and D P Tomer ldquoResponseof chickpea (Cicer arietinum) genotypes to row spacing andfertility under rainfed conditionsrdquo Indian Journal of Agronomyvol 39 no 4 pp 569ndash572 1994
[19] K P Tiwari L N Yadav and U S Thakur ldquoRelative perfor-mance of gram varieties under different dates of sowingrdquo CropResearch vol 11 no 1 pp 127ndash130 1996
[20] N Togay Y Togay K M Cimrin and M Turan ldquoEffects ofRhizobium inoculation sulfur and phosphorus applications onyield yield components and nutrient uptakes in chickpea (Cicerarietinum L)rdquo African Journal of Biotechnology vol 7 no 6 pp776ndash782 2008
[21] R K Sharma S K Dubey R S Sharma and J P TiwarildquoEffect of irrigation schedules and fertility levels of nodulationyield and water use efficiency in chickpea (Cicer arietinum L)rdquoJNKVV Research Journal vol 28 no 1-2 pp 8ndash10 1998
[22] A Namvar R S Sharifi M Sedghi R A Zakaria T Khandanand B Eskandarpour ldquoStudy on the effects of organic andinorganic nitrogen fertilizer on yield yield components andnodulation state of Chickpea (Cicer arietinum L)rdquo Communi-cations in Soil Science and Plant Analysis vol 42 no 9 pp 1097ndash1109 2011
[23] R S Jat and I P S Ahlawat ldquoEffect of vermicompost biofer-tilizer and phosphorus on growth yield and nutrient uptake bygram (Cicer arietinum) and their residual effect on foddermaize(Zea mays)rdquo Indian Journal of Agricultural Sciences vol 74 no7 pp 359ndash361 2004
[24] M Geneva G Zehirov E Djonova N Kaloyanova GGeorgiev and I Stancheva ldquoThe effect of inoculation of peaplants with mycorrhizal fungi and Rhizobium on nitrogen andphosphorus assimilationrdquo Plant Soil and Environment vol 52no 10 pp 435ndash440 2006
[25] H Ogutcu O F Algur E Elkoca and F Kantar ldquoThe determi-nation of symbiotic effectiveness of Rhizobium strains isolatedfrom wild chickpeas collected from high altitudes in ErzurumrdquoTurkish Journal of Agriculture and Forestry vol 32 no 4 pp241ndash248 2008
[26] V G Takankhar S S Mane B G Kamble and B S IndulkarldquoGrain quality of chickpea as influenced by phosphorus fertil-ization andRhizobium inoculationrdquo Journal of the Indian Societyof Soil Science vol 45 no 2 pp 394ndash396 1997
[27] J R Khoja S S Khangarot A K Gupta and A K KulharildquoEffect of fertilizer and biofertilizers on growth and yield ofchickpeardquo Annals of Plant and Soil Research vol 4 pp 357ndash3582002
[28] N R N Reddy and I P S Ahlawat ldquoResponse of Chickpea(Cicer arietinum) genotypes to irrigation and fertilizers underlate-sown conditionsrdquo Indian Journal of Agronomy vol 43 no1 pp 95ndash101 1998
[29] K N Meena R G Pareek and R S Jat ldquoEffect of phosphorusand biofertilizers on yield and quality of chickpea (Cicerarietinum L)rdquo Annals of Agricultural Research vol 22 pp 388ndash390 2001
[30] S C Gupta ldquoResponse of gram (Cicer arietinum) to types andmethod ofmicrobial inoculationrdquo Indian Journal of AgriculturalScience vol 74 no 2 pp 73ndash75 2004
[31] M Erman S Demir E Ocak S Tufenkci F Oguz and AAkkopru ldquoEffects of Rhizobium arbuscular mycorrhiza andwhey applications on some properties in chickpea (Cicer ariet-inum L) under irrigated and rainfed conditions 1-yield yieldcomponents nodulation and AMF colonizationrdquo Field CropsResearch vol 122 no 1 pp 14ndash24 2011
[32] L K Jain P Singh and P Singh ldquoGrowth and nutrient uptakeof chickpea (Cicer arietinum L) as influenced by biofertilizersand phosphorus nutritionrdquo Crop Research vol 25 pp 410ndash4132003
8 International Journal of Agronomy
[33] Reddy B Gopal andM Suryanarayan Reddy ldquoEffect of organicmanures and nitrogen levels on soil available nutrients status inmaize-soybean cropping systemrdquo Journal of the Indian Societyof Soil Science vol 46 pp 474ndash476 1998
[34] J P Singh and J C Tarafdar ldquoRhizospheric microflora as influ-enced by sulphur application herbicide and Rhizobium inocu-lation in summer mung bean (Vigna radiata L)rdquo Journal of theIndian Society of Soil Science vol 50 pp 127ndash130 2002
Submit your manuscripts athttpwwwhindawicom
Nutrition and Metabolism
Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Food ScienceInternational Journal of
Agronomy
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Microbiology
The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom
Applied ampEnvironmentalSoil Science
Volume 2014
AgricultureAdvances in
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
PsycheHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
BiodiversityInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
ScientificaHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Plant GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Biotechnology Research International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Forestry ResearchInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Journal of BotanyHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
EcologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Veterinary Medicine International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Cell BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Evolutionary BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of Agronomy 7
ofRhizobium and PSBmay be recommended to realize higheryield of chickpea in this region
References
[1] FAOSTAT Food and agriculture organization of the UnitedNations 2010
[2] Govt ofMPAgricultural Statistics Department ofAgricultureGovt of MP Bhopal India 2011
[3] P C Jain P S Kushawaha U S Dhakal H Khan and S MTrivedi ldquoResponse of chickpea (Cicer arietinum L) to phospho-rus and biofertilizerrdquo Legume Research vol 22 pp 241ndash2441999
[4] D L Rudresh M K Shivaprakash and R D Prasad ldquoEffectof combined application of Rhizobium phosphate solubilizingbacterium and Trichoderma spp on growth nutrient uptakeand yield of chickpea (Cicer aritenium L)rdquoApplied Soil Ecologyvol 28 no 2 pp 139ndash146 2005
[5] M S Khan A Zaidi and P A Wani ldquoRole of phosphate-sol-ubilizing microorganisms in sustainable agriculturemdasha reviewrdquoAgronomy for Sustainable Development vol 27 no 1 pp 29ndash432007
[6] A C Gaur Phosphate Solubilizing Microorganisms as Biofertil-izer Omega Scientific Publishers New Delhi India 1990
[7] M L Jackson Soil Chemical Analysis Prentice Hall of IndiaPvt Ltd New Delhi India 1967
[8] A Walkley and I A Black ldquoAn examination of the Degtjareffmethod for determining organic carbon in soils effect of varia-tions in digestion conditions and of inorganic soil constituentsrdquoSoil Science vol 63 pp 251ndash263 1934
[9] R H Bray and L T Kurtz ldquoDetermination of total organic andavailable forms of phosphorous in soilsrdquo Soil Science vol 59 pp39ndash45 1954
[10] L Chesnin and C H Yein ldquoTurbiditymetric determinationof available sulphur in soilrdquo Soil Science Society of AmericaProceedings vol 15 pp 149ndash151 1951
[11] B Toomsan O P Rupela S Mittal P J Dart and K W ClarkldquoCounting Cicer-Rhizobium using a plant infection techniquerdquoSoil Biology and Biochemistry vol 16 no 5 pp 503ndash507 1984
[12] W V B Sundara Rao and M K Sinha ldquoPhosphate dissolvingorganisms in the soil and rhizosphererdquo Indian Journal ofAgricultural Sciences vol 33 pp 272ndash278 1963
[13] A F Beau ldquoA method for hemoglobin in serum and urinerdquoTechnical Bulletin of the Registry of Medical Technologists vol32 pp 111ndash112 1962
[14] N S Subba Rao Soil Microorganisms and Plant Growth Oxfordand IBH Pub Co Pvt Ltd New Delhi India 1986
[15] S C Gupta and S L Namdeo ldquoFertilizer economy throughcomposts and bio-fertilizer in chickpeardquo Annals of Plant andSoil Research vol 2 pp 244ndash246 2000
[16] J-M Barea M J Pozo R Azcon and C Azcon-AguilarldquoMicrobial co-operation in the rhizosphererdquo Journal of Exper-imental Botany vol 56 no 417 pp 1761ndash1778 2005
[17] G S SidhuN Singh andR Singh ldquoSymbiotic nitrogen fixationby some summer legumes in Punjab Role of leghemoglobinin nitrogen fixationrdquo Journal of Research Punjab AgriculturalUniversity vol 4 pp 244ndash248 1967
[18] R C Singh M Singh R Kumar and D P Tomer ldquoResponseof chickpea (Cicer arietinum) genotypes to row spacing andfertility under rainfed conditionsrdquo Indian Journal of Agronomyvol 39 no 4 pp 569ndash572 1994
[19] K P Tiwari L N Yadav and U S Thakur ldquoRelative perfor-mance of gram varieties under different dates of sowingrdquo CropResearch vol 11 no 1 pp 127ndash130 1996
[20] N Togay Y Togay K M Cimrin and M Turan ldquoEffects ofRhizobium inoculation sulfur and phosphorus applications onyield yield components and nutrient uptakes in chickpea (Cicerarietinum L)rdquo African Journal of Biotechnology vol 7 no 6 pp776ndash782 2008
[21] R K Sharma S K Dubey R S Sharma and J P TiwarildquoEffect of irrigation schedules and fertility levels of nodulationyield and water use efficiency in chickpea (Cicer arietinum L)rdquoJNKVV Research Journal vol 28 no 1-2 pp 8ndash10 1998
[22] A Namvar R S Sharifi M Sedghi R A Zakaria T Khandanand B Eskandarpour ldquoStudy on the effects of organic andinorganic nitrogen fertilizer on yield yield components andnodulation state of Chickpea (Cicer arietinum L)rdquo Communi-cations in Soil Science and Plant Analysis vol 42 no 9 pp 1097ndash1109 2011
[23] R S Jat and I P S Ahlawat ldquoEffect of vermicompost biofer-tilizer and phosphorus on growth yield and nutrient uptake bygram (Cicer arietinum) and their residual effect on foddermaize(Zea mays)rdquo Indian Journal of Agricultural Sciences vol 74 no7 pp 359ndash361 2004
[24] M Geneva G Zehirov E Djonova N Kaloyanova GGeorgiev and I Stancheva ldquoThe effect of inoculation of peaplants with mycorrhizal fungi and Rhizobium on nitrogen andphosphorus assimilationrdquo Plant Soil and Environment vol 52no 10 pp 435ndash440 2006
[25] H Ogutcu O F Algur E Elkoca and F Kantar ldquoThe determi-nation of symbiotic effectiveness of Rhizobium strains isolatedfrom wild chickpeas collected from high altitudes in ErzurumrdquoTurkish Journal of Agriculture and Forestry vol 32 no 4 pp241ndash248 2008
[26] V G Takankhar S S Mane B G Kamble and B S IndulkarldquoGrain quality of chickpea as influenced by phosphorus fertil-ization andRhizobium inoculationrdquo Journal of the Indian Societyof Soil Science vol 45 no 2 pp 394ndash396 1997
[27] J R Khoja S S Khangarot A K Gupta and A K KulharildquoEffect of fertilizer and biofertilizers on growth and yield ofchickpeardquo Annals of Plant and Soil Research vol 4 pp 357ndash3582002
[28] N R N Reddy and I P S Ahlawat ldquoResponse of Chickpea(Cicer arietinum) genotypes to irrigation and fertilizers underlate-sown conditionsrdquo Indian Journal of Agronomy vol 43 no1 pp 95ndash101 1998
[29] K N Meena R G Pareek and R S Jat ldquoEffect of phosphorusand biofertilizers on yield and quality of chickpea (Cicerarietinum L)rdquo Annals of Agricultural Research vol 22 pp 388ndash390 2001
[30] S C Gupta ldquoResponse of gram (Cicer arietinum) to types andmethod ofmicrobial inoculationrdquo Indian Journal of AgriculturalScience vol 74 no 2 pp 73ndash75 2004
[31] M Erman S Demir E Ocak S Tufenkci F Oguz and AAkkopru ldquoEffects of Rhizobium arbuscular mycorrhiza andwhey applications on some properties in chickpea (Cicer ariet-inum L) under irrigated and rainfed conditions 1-yield yieldcomponents nodulation and AMF colonizationrdquo Field CropsResearch vol 122 no 1 pp 14ndash24 2011
[32] L K Jain P Singh and P Singh ldquoGrowth and nutrient uptakeof chickpea (Cicer arietinum L) as influenced by biofertilizersand phosphorus nutritionrdquo Crop Research vol 25 pp 410ndash4132003
8 International Journal of Agronomy
[33] Reddy B Gopal andM Suryanarayan Reddy ldquoEffect of organicmanures and nitrogen levels on soil available nutrients status inmaize-soybean cropping systemrdquo Journal of the Indian Societyof Soil Science vol 46 pp 474ndash476 1998
[34] J P Singh and J C Tarafdar ldquoRhizospheric microflora as influ-enced by sulphur application herbicide and Rhizobium inocu-lation in summer mung bean (Vigna radiata L)rdquo Journal of theIndian Society of Soil Science vol 50 pp 127ndash130 2002
Submit your manuscripts athttpwwwhindawicom
Nutrition and Metabolism
Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Food ScienceInternational Journal of
Agronomy
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Microbiology
The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom
Applied ampEnvironmentalSoil Science
Volume 2014
AgricultureAdvances in
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
PsycheHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
BiodiversityInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
ScientificaHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Plant GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Biotechnology Research International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Forestry ResearchInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Journal of BotanyHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
EcologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Veterinary Medicine International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Cell BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Evolutionary BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
8 International Journal of Agronomy
[33] Reddy B Gopal andM Suryanarayan Reddy ldquoEffect of organicmanures and nitrogen levels on soil available nutrients status inmaize-soybean cropping systemrdquo Journal of the Indian Societyof Soil Science vol 46 pp 474ndash476 1998
[34] J P Singh and J C Tarafdar ldquoRhizospheric microflora as influ-enced by sulphur application herbicide and Rhizobium inocu-lation in summer mung bean (Vigna radiata L)rdquo Journal of theIndian Society of Soil Science vol 50 pp 127ndash130 2002
Submit your manuscripts athttpwwwhindawicom
Nutrition and Metabolism
Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Food ScienceInternational Journal of
Agronomy
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Microbiology
The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom
Applied ampEnvironmentalSoil Science
Volume 2014
AgricultureAdvances in
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
PsycheHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
BiodiversityInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
ScientificaHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Plant GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Biotechnology Research International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Forestry ResearchInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Journal of BotanyHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
EcologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Veterinary Medicine International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Cell BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Evolutionary BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Submit your manuscripts athttpwwwhindawicom
Nutrition and Metabolism
Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Food ScienceInternational Journal of
Agronomy
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
International Journal of
Microbiology
The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014
Hindawi Publishing Corporationhttpwwwhindawicom
Applied ampEnvironmentalSoil Science
Volume 2014
AgricultureAdvances in
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
PsycheHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
BiodiversityInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
ScientificaHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Plant GenomicsInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Biotechnology Research International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Forestry ResearchInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Journal of BotanyHindawi Publishing Corporationhttpwwwhindawicom Volume 2014
EcologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Veterinary Medicine International
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Cell BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014
Evolutionary BiologyInternational Journal of
Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014