Attoe, E. E. NJSS 28 (2), 2018 53 - 61

Fertility Status of Soils of the two major cocoa producing Local Government Areas ( and Ikom) in , Attoe, E. E.

Department of Agronomy, Faculty of Agriculture, Cross River University of Technology, Campus, Cross River State, Nigeria.

ARTICLE INFO ABSTRACT

Article history: Fertility studies were carried out on the status of Basalt soil of Etung and Ikom Local Gov- Received: 28th June, 2018 ernment Areas of Cross River State for Cocoa production. Stratified – random sampling Received in revised form: 30th July, 2018 technique was used in taking soil samples at 0-25cm and 25-50cm depth at different loca- tions in Etung and Ikom Local Government Areas of Cross River State. Analytical results Accepted: 2nd August, 2018 indicated that the soils in these areas are clay loam. The sand content of the soil ranged Available online: 1st December, 2018. from 34.20 % to 84 %. Etung Local Government Area had the highest mean sand fraction of 50.54% compared to Ikom having 49.71%. Sand content of the soil generally decreased Key words: with increased in soil depth while the silt and clay content ranged from 9.80 % to 16.00 % Fertility Status, Basalt Soils and 8.00 % to 48.00 % respectively. The silt and clay content of the soils were higher in the surface soil than the subsurface soil in both Local Government Areas having a textural Cocoa Production class of sandy loam in the surface soil and clay in the subsurface soil. The soil organic matter content of the surface soils in both Local Government Areas was generally higher Corresponding Author’s E-mail Address: than those of the subsurface soils with a mean value of 2.56 % and 3.07 % in the surface [email protected]. soil and 2.90 % and 2.94 % in the subsurface soil respectively. The soil pH decreased with depth; at 0-25 cm it ranged from 5.46 and decreased to 5.29 at 25-50 cm. The effective +2348023647120 cation exchange capacity ranged from 5.09 cmol/kg to 10.6 cmol/kg with a mean value of 7.00 cmol/kg and 7.86 cmol/kg for surface and subsurface soils respectively. The ex- https://doi.org/10.36265 /njss.2018.280206 changeable bases (Ca Mg, k, and Na) and ECEC of these soils were below the critical ISSN-1597-4488 ©publishingrealtime . value required for cocoa production. All right reserved

One of the possible reasons for this low yield may 1. Introduction among other things, be due to nutrient depletion of Cocoa plantation soils as a result of “nutrient min- ing” through Cocoa pod harvest without nutrient Since the discovery of crude oil in Nigeria in the late sixties, there has replacement as more than 85% of smallholder Cocoa been a drastic shift from agriculture which was the central hub of Nigeria farmers in Nigeria do not use fertilizer on Cocoa, old economy to crude oil production. Since the oil boom, agriculture, which and poor planting material, depletion of humid rain- was the major contributor to the Gross Domestic Product (GDP) of the forest and decline in soil fertility, lack of good agri- country, has been relegated to the background (Jimoh, 2005). Nigeria cultural practices in the management of Cocoa plan- dependence on oil revenue as the primary source of income to the na- tation (Iremiren et al., 2012) and the prevalence of tion has been described as unhealthy because of the widespread agita- malaria fever among farmers which has been report- tion for a cleaner source of energy than fossil fuel. As such, the govern- ed to account for about 3% loss in the GDP from the ment is now considering the revitalization of the agricultural sector of agricultural sector (Jimoh, 2005). the economy. There is an urgent need for improvement in all the Some of the major tree crops that had contributed immensely to the ex- series of activities from site selection to initial pro- ternal earnings of the country in the past included Oil palm, Rubber, cessing that will ensure sustainable Cocoa farming Cocoa, and Coffee. The focus of the government is to revitalize the in Nigeria. The objective of the study was to assess production of some of these crops, especially cocoa and oil palm. Due to the fertility status of the soils of Etung and Ikom years of neglect, there has not been a major improvement in Cocoa pro- Local Government Areas of Cross River State which duction technology. This has brought down the ranking of Nigeria as are the two major cocoa producing areas and to sug- the world's fourth largest producer of Cocoa. Statistical record in gest possible management practices that could en- 2005/2006 production season indicated that Nigeria produced 170,000 hance high productivity and sustainability of Cocoa tons of Cocoa which accounted for about 5% of global production production in these local government areas. (ICCO, 2006). 53 Fertility Status of Soils of the two major cocoa

2. Materials and Methods Electrical Conductivity was measured in the extract obtained from 1: 2.5 soil: water suspension using a conductivity This study was carried out in Cross River State, Nigeria in bridge. October, 2015. Two high cocoa producing Local Govern- Exchangeable Cations (Ca2+, Mg2+, K+, and Na +) were ex- ment Areas were selected for the study. The selected Lo- tracted with 1N ammonium acetate (NH4OAc) buffered at pH cal Government areas were; Etung and Ikom Local Gov- 7.0 (Thomas, 1996). Exchangeable K and Na in the extracts ernment Areas in the Central Senatorial district of Cross were read through the Jenway flame photometer (Model River State. (fig.1). The selected Local Government Areas PFP7). Ca and Mg were read on Atomic Absorption Spectro- have several villages including Ajassor 1, Ajassor mission, photometer (AAS). Exchangeable acidity was extracted with Agbokim, Bendeghe, Last motor, and Apparating. Com- I N KCl and determined by titration with 0.05 N NaOH using posite soil samples were collected in Cocoa plantation phenolphthalein indicator (McClean 1982). Effective Cation farms from different locations in the two Local Govern- Exchange Capacity was obtained by the summation method ment areas using the soil auger. Soil samples were taken at while Percent Base Saturation was calculated as follows: two depths; 0-25cm and 25 - 50cm at established reference point positioned along North-South and East- % Base Saturation = Exchangeable Bases x 100 West transects at a different topographical location of the ECEC 1 landscape. The samples were put in labeled polyethylene bags and transported to the Soil Science laboratory for 3. Results and Discussion processing before laboratory analysis. 3.1 Physical properties 2.1 Laboratory Analyses Across the two Local Government Areas (Etung and Ikom), sand fraction ranged from 34.20% to 84% as shown in Tables 1 and 2. Etung had the highest mean sand fraction of 50.54% The soils were analysed for physical and chemi- compared with Ikom (49.71%). The sand fraction in most of cal properties. Particle size was determined by Bouy- the soils decreased with increase in soil depth. The silt frac- oucous hydrometer method (Bouyoucous 1951). Soil pH tion of the soils ranged from 7.80% to 19.20% with a mean was measured in 1:1 soil-water ratio using an EDT BA350 value of 14.45 % in Etung Local Government and 14.11% in digital pH meter. Organic matter was determined by the Ikom Local Government Areas respectively. The silt fraction dichromate wet oxidation method as described by Nelson was higher in the surface soil with the mean value of 14.40% and Sommer (1996). Total N was determined using the and 14.23% in the subsurface in Etung Local Government micro Kjeldahl method as described by Jackson (1965). Area and 13.75% in the surface soil and 16.15% in the sub- Available P was determined using Bray P-1 method (Bray surface soil in Ikom Local Government Area respectively. and Kurtz, 1945).

54

Attoe, E. E. NJSS 28 (2), 2018

scl = sandy clay loam; cl = clay loam; si = silty clay; ls = loamy sand, EC = electrical conductivity, OM = organic matter, matter, organic = OM conductivity, electrical = EC sand, loamy = ls clay; silty si= loam; clay = cl clayloam; sandy = scl 6. 4 1 S/N

Table 1: Physical Table Chemical Soils Propertiesand Sampled of Etung at LocalGovernment Area.

7. 5. 3. 2.

Ajassor III Ajassor II Ajassor I Ajassor I Agbokim I Bendeghe LOCATION

Bendeghe II Bendeghe

Agbokim II Agbokim

(cm Depth

25 25 25 25 25 25 25 25

0 0 0 0 0 0 0 0

Mean

– – – – – – –

------

25 25 25 25 25 25 25

50 50 50 50 50 50 50

% Sand

50.54 34.40 40.20 64.20 50.20 39.40 45.40 46.00 46.00 50.00 54.00 64.00 70.00 50.00 54.00

Physical Properties Physical

14.45 17.80 15.80 10.80 17.80 18.20 14.20 13.00 13.60 13.60 13.80 19.80 17.80 Silt

%

7.80 7.80

25.00

Clay%

35.00 48.00 44.00 32.00 42.40 40.40 40.00 40.40 36.40 32.20 28.20 22.20 30.20 28.20

TEXTURAL

CLASS

scl scl scl scl scl

cl cl cl cl cl

si ls sl sl

5.37 5.20 5.30 5.00 4.90 4.80 4.90 4.90 5.20 4.80 5.00 6.40 5.80 5.90 7.10

pH

0.028 0.041 0.042 0.030 0.032 0.031 0.030 0.042 0.040 0.023 0.020 0.014 0.013 0.018 0.021

ds/m

EC

2.93 1.87 3.71 2.00 2.61 2.58 2.89 1.87 2.89 2.38 3.64 4.30 4.59 2.90 2.89

OM

%

TOTAL

0.08 0.05 0.09 0.06 0.07 0.06 0.07 0.05 0.07 0.06 0.10 0.11 0.12 0.08 0.07

N%

Chemical Properties Chemical

mg/kg

AV.P

3.21 3.84 7.34 2.17 5.00 1.00 1.50 1.17 2.01 2.34 5.50 5.36 4.50 1.60 1.67

3.91 4.40 4.80 4.00 3.20 2.70 3.20 4.00 2.80 2.80 2.40 8.90 4.40 4.00 3.20 Ca

EA

= exchangeable acidity exchangeable =

1.60 1.50 1.70 1.50 1.40 1.40 1.50 1.30 1.20 1.30 1.20 2.80 1.40 1.30 1.40 Mg

0.06 0.04 0.05 0.05 0.06 0.06 0.04 0.07 0.06 0.06 0.06 0.05 0.06 0.07 0.05

Cm

Kg

Na

ol/

0.12 0.12 0.13 0.14 0.13 0.10 0.16 0.11 0.09 0.09 0.13 0.10 0.10 0.09 0.12 K

1.51 1.78 1.70 1.66 1.60 1.79 1.82 1.60 1.50 1.50 1.40 1.20 1.30 1.20 1.03

EA

13.05

ECEC

7.00 7.84 8.38 7.35 6.38 6.05 6.72 7.07 5.65 5.74 5.09 7.26 5.66 5.80

77.42 77.30 79.62 77.41 75.08 70.41 72.92 77.37 73.45 73.87 72.50 90.80 82.09 82.24

PBS

78.8

% %

55 Fertility Status of Soils of the two major cocoa

The clay fraction in the subsurface soil was higher than those This is an indication that P-fertilizer is needed on cocoa farms of the surface soil in both Local Government Areas. In the two across the various locations in Nigeria for good growth and Local Government Areas, the soils were deep enough for sustainable optimum pod production. proper development of cocoa roots. Hardy (1960), proposed a The total exchangeable acidity of the soils had a range of 1.03 general rule of 1.5m as minimum soil depth for optimum co- to 1.82 cmol/kg with a mean value of 1.51cmol/kg coa growth. Nevertheless, where all other aspects of soil suita- and 1.41cmol/kg for both surface and subsurface soils respec- bility parameter are met, soils with only 1m depth may be tively. Exchangeable acidity in Etung Local Government Area acceptable. The textural composition of the soils in the various was higher in the surface soil with a mean value of 1.48 cmol/ locations studied indicated that the level of sand and clay frac- kg. The calcium content of the soils had values that ranged tions was adequate for cocoa production. The texture of the from 3.20 cmol/kg to 8.9 cmol/kg with mean values of soil ranged from sandy loam in the surface soil to clay in the 3.91cmol/kg and 4.67cmol/kg respectively. The value was low- subsurface soil. er in the surface soil, and higher in the subsurface soil in both Local Government Areas and these values were below the criti- 3.2 Chemical properties cal value of 5 cmol/kg for ideal cocoa soil (Smyth,1966).

The soil pH in Etung Local Government Area soil at 0 -25cm The value of Mg in the soils ranged from 1.20 cmol/kg to 2.80 depth was 5.46 and decrease with depth to 5.29 at 25-50cm cmol/kg with the mean value of 0.12 cmol/kg and 1.67 cmol/kg indicating that the soil is moderately acidic in the surface soils for surface and subsurface soils respectively. Mg is also higher and strongly acidic in the subsurface soils compared to that of in the subsurface soil than the surface soil. This could be as a Ikom Local Government Area with mean value of 5.20 on the result of excessive leaching caused by high rainfall and might surface soils and 5.23 on the subsurface soils. The lower pH also be due to continuous pod harvesting (nutrient mining) value observed in the soils of Etung Local Government is as a without replacement in the form of fertilizer application, as result of the long-term average annual rainfall ranging from 95% of farmers in the study area do not use fertilizer on cocoa 2500 - 3500mm (Cyprian et al., 2014, Grace et al., 2013). (Agbeniyi et al., 2009). Potassium in the soils ranged from This high rainfall is probably the cause of excessive leaching 0.09cmol/kg to 0.16cmol/kg with mean value of 0.12cmol/kg of soluble bases leading to the low pH observed in the soils. and 0.08cmol/kg respectively. K was higher in the surface soil This trend has been reported by some researchers of Etung Local Government Area with the mean value of (Onweremadu and Uhuegbu, 2007; Yesin et al., 2010). The 0.12cmol/kg than the subsurface soil 0.11cmol/kg and higher in low pH of these soils has implications for the management of the subsurface soil of Ikom Local Government 0.12cmol/kg applied phosphorus fertilizers. At pH below 5.5, it has been than the surface soil 0.11cmol/kg. K in these soils is higher reported that most of the applied P are fixed by iron and alu- than the critical value of 0.03cmol/kg. This is an indica- minum oxide (Agbenin, 2003, Igwe et al., 2005). tion that K - fertilizer would not be needed on the cocoa farms The soil organic matter varies appreciably in the soils of the for optimum cocoa growth on the soils in the first two years. study areas. The mean value of organic matter ranged from This is consistent with the views expressed by Ipinmoroti et al., 2.56% to 3.07 % in the surface soil and 2.90 % to 2.94 % in (2005). the subsurface soil respectively. Organic matter is high in the surface soil than the subsurface soil due to the accumulation The value of Na ranged from 0.04 cmol/kg to 0.08 cmol/kg of leaf droppings and decayed plant residues. The total nitro- with the mean value of 0.06 cmol/kg and 0.07cmol/kg surface gen content of the soil was low with a mean of 0.07% and and subsurface soils respectively. The effective cation ex- 0.06% for both surface and subsurface soils respectively. change capacity ranged from 5.09 to 10.6cmol/kg with a mean The soil nitrogen levels were below the critical level of 0.9 % value of 7.00cmol/kg and 7.86cmol/kg for surface and subsur- that has been established as ideal soil for cocoa cultivation in face soils respectively. The exchangeable bases and ECEC of Nigeria (Egbe et al., 1989). these soils were generally below the critical requirement for cocoa production. Base saturation ranged from 70.41% to The available phosphorus content of the soils was low with 90.80% with a mean value of 7 7.42% and 81.76% for both a mean value of 3.21mg/kg in Etung and 5.64 mg/kg in Ikom surface and subsurface soils respectively. Base saturation was Local Government Areas respectively. However, the available higher in the subsurface soil than surface soil. This is as a result P was generally very low in the two Local Government Areas of excessive leaching of the bases elements due to excessive leaching and was below the critical value of 10 mg/kg meant for ideal cocoa production in Nigeria (Wood,

1989).

56

Attoe, E. E. NJSS 28 (2), 2018

matter, organic OM = conductivity, = electrical EC sand, =loamy ls siltyclay; si loam; = = cl clay loam; clay sandy scl=

Last Motor 3 LastMotor 2 Aparabong 1 Aparabong Location S/N

Table 2: Physical and Chemical Properties of the Project Site at Ikom L.G.A.Ikom at Project Site the of Properties Chemical and Physical 2: Table

0 0 Mean 25 0 25 0 25

Depth

- -

Cm

- - -

25 25

-

50

50

25 50

54.00 42.00

49.71

SAND

58.00 44.00

54.15 46.00

%

Physical Properties Physical

16.00

14.11 14.24 15.60 15.60 13.60

SILT

9.60

%

CLAY

36.40 36.20 31.61 26.00 38.40 40.40 44.40

%

TEXTURAL

CLASS

cl cl cl cl cl cl

5.30

pH

5.10

5.22 5.20 5.40 5.20 5.10

0.022 0.031 0.026 0.026 0.031 0.041 0.040

ds/m

EC

3.37 3.01 2.79 3.13 2.21 2.72 3.81

OM

%

ChemicalProperties

TOTAL

N%

0.08 0.08 0.07 0.08 0.08 0.06 0.10

11..51

Mg/kg

AV.P

7.01 5.64 3.40 3.40 5.00 3.50

4.40 Ca

3.02 4.67 5.21 5.20 4.00 6.00

EA EA

= ex changeable acidity. changeable = ex

1.40 1.67 1.60 1.80 1.50 1.40 2.00

Mg

0.06 0.07 0.06 0.06 0.08 0.07 0.05

cmol

Na Na

0.01 0.12 0.12 0.10 0.14 0.13 0.11

/kg

K

1.30 1.41 1.50 1.54 1.30 1.60 1.20

EA

ECEC

5.96 7.86 8.49 8.70 7.42 7.30 9.36

SAT. % SAT.

BASE

78.19 81.76 82.33 82.30 82.48 78.08 87.18

57 Fertility Status of Soils of the two major cocoa

3.3 Coefficient of correlation 4. Conclusion and Recommendation There was a significant positive relationship between sand and clay (0.966* *) in the surface soil and a negative significant The nutrient holding capacities of these soils as indicated by relationship between sand and silt (-0.658*) in the subsurface the CEC were low 7.00 cmol/kg and 7.86 cmol/kg for both soils of both Etung and Ikom Local Government Areas. Sand is surface and subsurface soils respectively. The rainfall both also significant and positively correlated with electrical con- in amount and intensity was higher in Etung Local Govern- ductivity in surface soil (0.874*). Total nitrogen in the soil was ment Area. These two factors combined with the low pH of positively correlated with sand on the surface soil (0.680*) but the soils will require special management technique to ob- is not on the subsurface soil. Nitrogen correlated negatively on tain optimal productivity of cocoa and will also require cau- surface soil (-0.648*) but not on the subsurface soil. This shows tion in the type and method of fertilizer application on the that as nitrogen increases in the surface soil, it decreases in the soils. Fertilizer having an appreciable amount of CaO and subsurface. Organic matter was negatively correlated with clay MgO in addition to N, P and K will be of uttermost benefit for Cocoa production in these Local Government Areas. (- 0.644*) indicating that soil organic matter has higher water holding capacity than clay thereby promoting aggregation of heavy clays. Mineralization of organic matter releases essential Therefore, the recommended rate of N, P and K for low mineral elements including nitrogen, potassium, phosphorus, fertility soils (FFD, 2011) could be adopted using non- calcium. Organic matter in the subsurface soil was positively acidifying fertilizer sources with quantities of MgO and correlated with total nitrogen (0.925**), available P (0.772**), CaO that will be sufficient to raise the pH of the soils above calcium (0.795**), magnesium (0.841**) and ECEC (0.724*). 5.5 and a good supply of Ca and Mg. From several studies This is an indication that the exchangeable bases in the subsur- on soils, the use of organic manure and partially acidulated face soil were higher than the surface soil in most of the soils as phosphate rocks as fertilizer sources is highly recommend- a result of excessive leaching of soluble bases leading to low ed. Concerning the application of the mineral fertilizers, a pH observed in the soils (Onweremadu and Uhuegbu, 2007). split application is recommended to prevent leaching that pH was positively correlated significant- may result from the high rainfall amount and intensity in ly with organic matter (0.732*), total nitrogen (0.774**), availa these areas. ble phosphorus (0.790**), calcium (0.647*), magnesium (0.736*) and ECEC (0.675*) respectively on the subsurface soils as shown in Table 4.

58

Attoe, E. E. NJSS 28 (2), 2018

** correlation is significant at 0.01 level. (2 level. 0.01 at significant is **correlation (2 level. the0.05 at significant is *Correlation

Table 3: Coefficient of Correlation at 0 Correlationat of Coefficient 3: Table

EC Base Sat. Base ECEC EA K Na Mg Ca AV.P N Total OM pH Clay Silt Sand

correlation

Pearson

.874** .468 - - - .209 - .166 - .680* .606 .369 .966** - 1

.075 .576 .265 .050 .246 .523

Sand

.495 - .083 .214 .568 - .251 .036 .161 .648* - - .146 .483 1 -

.060 .157 .727 .523

Silt

.782** - - .506 .123 - .011 - .267 - - - 1 .483 .966**

.523 .047 .178 .269 .702* .644* 408

Clay

-

tailed)

25cmDepth

- .667* .104 ** .767 - - .043 .112 - .077 .116 1 - .146 .369

.394 .017 .196 .212 408

-

tailed)

p

H

1 - .334 - .279 - .147 .126 .414 .617 - - .782** .495 .874**

.301 .655* .055 .538 .394

EC

- .343 - - - .016 .049 .302 - - 1 .116 - - .606

.538 .064 .248 .205 .070 .966** .644* .727

OM

.617 .243 - - - .223 - .213 - 1 - .077 - - .680*

Total N Total

.202 .252 .122 .013 .087 .966** .702* .648*

.414 - - .047 - .218 - .282 1 - - - .267 .161 -

AV.P

371 .113 .312 .045 .087 .070 .212 .246

.126 .727* .788** .234 .077 .068 .856** 1 .282 .213 .302 .112 - .036

.166 .269

Ca

.147 .572 .741 .349 .101 - 1 * .856* - - .049 .043 .011 .251 -

.270 .045 .013 .050

Mg

- .114 - 1 .068 .218 .223 .016 - - - .209

- - -

.055 366 .196 .178 .157

.093 .197 .270

Na

.279 1 - .101 .077 - - - - .123 .568 -

366 .312 .122 .205 .017 .265

- -

.466

.249 .036

K

- .299 1 .466 - .349 .234 .047 - - ** .767 .506 .214 -

.655* .197 .252 .248 .576

-

.467

EA

.334 .589 1 .299 - - .741 .788** - - - .104 - .083 -

ECEC

.036 .093 .113 .202 .064 .047 .075

- 1 .589 - - .114 .572 .727* - .243 .343 .667* - - .468

.301 .467 .249 371 .523 .060

Base Base

Sat.

59

Fertility Status of Soils of the two major cocoa

pH Base Sat. Base ECEC EA K Na Mg Ca AV.P N Total OM EC Clay Silt Sand correlation Pearson

** correlation is significant at 0.01 level. (2 level. 0.01 at significant is **correlation (2 level. the0.05 at significant is *Correlation

Table 4: Coefficient of Correlation at 25 Correlationat of Coefficient 4: Table

.976**

-

Sand

- - -

.658*

.213 .000 .251 .317 .257 .367 .279 .159 .093

.103 .448 .447

1

- - - -

------

.710* .670* .662* .658*

.223 .380 .211 .485

Silt

.260 .155 .181 .630 .387 .389

1

.976**

------

Clay

.053 .079 .437 .485 .485

.193 .094 .293 .111 .262 .148 .085 .009

1

-

tailed)

.790** .774**

50 50

.675* .736* .647* .732*

- - -

-

.307 .701 .624 .213

-

.257 .193 .260

P

064

tailed)

1

H

cmDepth

------

-

.624 .048 .474 .407 .426 .485 .211

.219 .360 .377 .477 .491 .447

EC

507

1

.841** .795** .772** .925**

-

.732* .724*

- - - -

.715*

-

.211 .093

OM

.388 .491 .009 .389

410

1

Total N Total

-

.774** .816** .925**

.866**

.714*

- - -

- -

.334 .622 .743 .159

.477 .085 .387

162 404

1

.790** .900** .952** .772**

-

Av. P Av.

- -

.662*

- - -

.369 .748 .743 .279

.485 .148

198 144 507

1

.790** .795**

-

.647* .763*

- - -

- -

.051 .748 .622 .262` .367

.300 .377 .630

Ca

414 349

1

.965**`

.790** .952** .816** .841**

-

.736*

- - - - -

.670*

.307 .257

Mg

.504 .071 .142 .360 .111

1

- - - - -

- - -

.054 .451 .165 .426 .437 .380

.041 .142 .300 .388 .448

Na

064 144 404

1

- - - - -

- - - -

.088 .214 .165 .407 .317

.257 .107 .071 .293 .181

349 198 162 410

K

1

-

-

.866**

- - - - -

.715*

-

.701 .214 .451 .474 .079 .223

.307 .422 .504 .485 .103

EA

414

1

. .965** .

ECEC

.900**

-

.675* .763* .714* .724*

- - - -

.710*

.195 .088 .251

.422 .041 .219 .094

1

- - -

Base Base

.307 .195 .054 .307 .051 .369 .334 .211 .048 .053 .000

Sat.

.307 .107 .155

1

60 Attoe, E. E. NJSS 28 (2), 2018

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