CHAPTER IV SOIL MORPHOLOGY AND MINERALOGY 110 4.1 INTRODUCTION Soil plays a vital role in land ecosystems. Its formation begins with the weathering of bedrock or the transport of sediments from other areas. These small grains of rock accumulate on the surface of the earth. The process is very slow hundreds to thousands of years and thus soil loss or degradation can be very detrimental to a community. Soil is the top most layer of the earth's crust and it is an organized mixture of organic and mineral matter. Soil is created by geologic processes and responsive to organisms, climate and is made up of four main components many processes acts on these components. The four major components of soil are inorganic material (pebbles, sand, silt, and clay), soil water, soil air, microorganisms and decaying organic matter (Richter and Markewitz, 1995; Petersen et al., 2011). Undisturbed soil has its own distinctive profile characteristics which are utilized in soil classification and survey and are of great practical importance. The grain size distribution is commonly used for soil classification and it is the most fundamental physical properties of a soil. However, there is also potential to use the grain size distribution as a basis for estimating soil behaviour and process of weathering in the past. Particle-size distribution is a basic physical property of mineral soils that affects many important soil attributes (Arya et al., 1999). On the other hand Soil texture is the average size of soil particle, which depends on the relative proportion of sand, silt and clay in the soil. If the proportion of the sand in the soil is increased, the average size of the soil particles and the resultant soil become coarser in texture. Textually soils can be classified into different classes viz. clay, silty clay, sandy clay, clay loam, sandy clay loam, silty loam ,silt ,sandy loam ,loamy sand and sand. Mineralogy is a major factor for determining the sizes, shapes, and surface characteristics of the particles in soil and can be a great value for understanding soil properties and its behavior. Soil forming minerals have been broadly classified into primary and secondary mineral. Those mineral originated from bed rocks are defined as primary mineral and those have been formed during the alteration and decomposition of primary mineral called as secondary mineral. They are also called 111 clay mineral because they are the major constituents of clay and the property of clay is significantly dependent on the types of mineral (Kolay, 2000). The data on mineralogical composition of clays is an essential requirement to better understanding of soil formation as well as to the management and improvement practices of crop production. Survey of literature reveals that compared to other tropical countries, less attention has been given to clay mineralogy of Indian soils. There are other physical and chemical parameters that can also help us to better understand the exact relationship between soil and parent material, namely; moisture, organic matter, nitrogen content, electrical conductivity (EC) and pH. The aims of the current chapter are the following: (1) determination of particle size distribution of soils; (2) to study the clay mineralogy of different types of soil profiles developed on different parent material; (3) to determine the physical and chemical properties of soils to understand the origin of the top soil. 4.2 MATERIALS AND METHODS Soil samples were collected from different locations of studied area from different parts of soil profiles along the channels and road cuts and kept in air tied polythene covers to minimize any disturbance before experiments (Figure- 4.1). All the soil samples coded with place, date, type of land use and colour of soil before transporting to the laboratory for further analyzing. 4.2.1 Particle Size Analysis The soils have been developed on various bed rocks subjected for size distribution test and classification. Wet sieve and hydrometer analysis tests have been used for the above analysis. Analytical test sieves are constructed from a woven-wire mesh, which is of simple weave that is assumed to give nearly square apertures and is sealed into the base of an open cylindrical container. The basic analytical method involves stacking the sieves on top of one another in ascending degrees of coarseness and then placing the test powder on the top sieve. The nest of sieves is subjected to a standardized period of agitation, and then the weight of material retained on each sieve is accurately determined. The test gives the weight percentage of powder in each sieve size range. 112 Figure- 4.1: Paleosols profiles along the channels and road cuts. 113 Table 4.1: Soil classifications based on size of the sieve (Coarse-grained soils with D > 75 mm). 4 Sieve Size/ mm 4.75 10 2.000 16 1.180 30 0.600 40 0.425 50 0.300 60 0.250 100 0.150 200 0.075 pan 0.000 Sieve No. Category Gravel Sand Fines (Silts& Clays) Figure- 4.2: Sieves with different mesh size to separate the soil particles. 114 About 100 grams of the soil sample subjected to sieving for separation and measuring of gravel, sand and silt using sieves of different mesh size (Figure. 4.2, Table 4.1). USDA standard charts and Folk’s classification system are used to identify soil types in the study area and compared the grain size distribution of soil on different bed rocks. The clay and silt have been separated based on an application of 'Stokes' law by the hydrometer method for one air-dried bulk soil sample (0–10 cm depth) per site, and distinguished the following particle sizes: clay (0.002 mm), silt (0.002–0.05 mm), and sand (0.05– 2mm), (Bouyoucous, 1951; Gee and bauder, 1986). 4.2.2 Clay Mineralogy The XRD studies were determined on powdered fine-earth samples using a D8 Brucker diffractometer (Cu-Kα, 40 kv and 40 mA). Diffraction pattern of selected samples from different horizons of profiles of study area were scanned from 4° to 80° 2theta, with a scanning speed of 1 degree/minute with a step size of 0.01/sec. Fine powder was prepared by coning and quartering method for homogeneity followed by grounding to 200 micron sizes. 4.2.3 Physico-Chemical Properties The physic-chemical analysis namely, pH, electrical conductivity (EC), organic matter (OM), total Nitrogen (N) and available phosphorous (P), potassium (K), Iron (Fe), manganese (Mn), zinc (Zn), copper (Cu), of samples were tested using various methods. a) pH Raw soil sample were mixed with deionized water in equal proportions to form slurry and using a calibrated pH probe to measure pH. b) Electrical Conductivity (EC) Electrical conductivity (EC) was determined in a 1:1 soil to water mixture with a conductivity bridge after shaking the slurry on a reciprocal shaker for 45 min and filtering (Richards, 1954). 115 c) Organic Matter The organic matter content has been determined using Wakley- Black’s wet oxidation method (De Villiers et al., 1967). d) Total Nitrogen Total nitrogen content has been calculated from Wakley- Black’s wet oxidation method (Jackson, 1967). e) Moisture Content For moisture content determination, place 20 g samples in a pre-weighed aluminum pan, weigh, and place in an oven at 110°C. The sample will be dry after overnight heating, cooling the sample for 20 minutes in desiccators at room temperature before weighing, to determine the weight loss, which is the moisture content. ( ) ( ) ( ) ( ) f) Available phosphorus (P), potassium(K), Iron, Mn, Zn and Cu Available phosphorous content of soil samples were detected by Sodium Bicarbonate Method described by Olsen et al., 1954. Available potassium has been detected by flame photometry technique. Atomic Absorption Spectrophotometer (AAS) have been used for estimation of Available Fe, Mn, Zn and Cu in soil profiles (Baruah and Barthakur, 1997). 4.2.4 Karl Pearson’s coefficient of correlation Simple correlation or Karl Pearson’s coefficient of correlation is the most widely used method of measuring the degree of relationship between two variables. This method is also known as the product moment correlation coefficient. The value of ‘r’ lies between ±1. Positive values of ‘r’ indicates positive correlation between the two variables (i.e., changes in both variables take place in the same direction), whereas negative values of ‘r’ indicate negative correlation, i.e., changes in the two variables are taking place in the opposite direction. A zero value of ‘r’ indicates that there is no association between the two variables. When r = (+) 1, it indicates perfect positive correlation and when it is (-) 1, it indicates perfect negative correlation. The value of 116 ‘r’ very near to +1 or -1 indicates high degree of correlation between the two variables (Kothari, 1990). To identify the association between physico-chemial parameters, statistical analysis of such as cluster analysis (CA) was used on raw data using SPSS 13. 4.3 RESULT AND DISCUSSION 4.3.1 Particle Size Analysis Based on sieve analysis data, the results of particle size distribution of all selected soil profiles of the study area which is developed on different bed rocks are discussed as follow: 4.3.1.1 Soil Profiles of Chikkahali Area Three soil profiles of Chikkahali region which developed on different bed rocks have been studied and analyzed. In profile a, b and c the parent rocks were amphibolite, Gneiss and garneti- ferrous amphibolite respectively (Figure- 4.1 a, b, c). Sieve and hydrometer investigation of horizon “A” of soil profiles of Chikkahali region, indicate that the soil profile ‘a’ is classified as muddy sand (ms) and clay respectively, whereas profile ‘b’ classified as muddy sand (ms) and loam and profile ‘c’ determined as gravely mud (gm) and loam respectively (Table- 4.8, 4.9 and Figure- 4.9, 4.10, 4.11, 4,12). Results of the studied samples based on particle size are presented as percentages of the total sample weight (Table- 4.2 and Figure- 4.3). The histogram graph obtained based on grain size distribution showed multimodal distribution on all the three studied profiles. In profile ‘a’ and ‘b’ the soils identified as sandy soil color was dark reddish brown and light red respectively, in profile ‘c’ the soil identified as silt with grayish brown in color. 4.3.1.2 Soil Profiles of Belagula Area In Belagula region two soil profiles which developed on two parent rocks namely gneiss and quartzo- feldespathic rock are examined (Figure- 4.1 d, e). Sieve and hydrometer study of horizon A of two profiles have shown that, in profile ‘d’ soil was muddy sand (ms) and loam respectively whereas profile ‘e’ exhibited gravelly muddy sand (gms) and clay loam respectively (Table- 4.8, 4.9 and Figure- 4.9, 4.10, 4.11, 4.12). The histogram graph of both soils profile showed multimodal (Table- 4.3 and Figure- 4.4). In both profiles (d and e) top soil was identified as sandy with dark red in color. 117 Table- 4.2: Sieve analysis of soil profiles of Chikkahali area (percentage based). Grain Size (mm) Weight Percent of Top Soil (profile a) Weight Percent of Top Soil (profile b) Weight Percent of Top Soil (profile c) Cumulative Weight %Retained of Top Soil (profile a) Cumulative Weight %Retained of Top Soil (profile b) Cumulative Weight %Retained of Top Soil (profile c) 0.053 19.4% 31.9% 4.1% 100% 100% 100% 0.075 17.5% 13.6% 3.4% 80.6% 68.6% 95.9% 0.1 10.7% 20.4% 4.1% 63.1% 55% 92.5% 0.2 12.6% 1.7% 9.1% 52.4% 34.6% 88.4% 0.3 7.8% 10.2% 6.8% 39.8% 32.9% 83.3% 0.4 9.7% 16.3% 19.3% 32% 22.7% 76.5% 0.6 4.8% 3.7% 15.6% 22.3% 6.4% 57.2% 1 14.6% 2% 37.2% 17.5% 2.7% 41.6% 2 1.9% 0.34% 4.4% 2.9% 0.68% 4.4% 4 1% 0.34% 0% 1% 0.34% 0% Figure- 4.3: Cumulative curves (A, C, E) and histogram charts (B, D, F) of grain size distribution of top soils in three profiles of Chikkahali area. 118 Table- 4.3: Sieve analysis of soil profiles of Belagula area (percentage based). Cumulative Cumulative Weight Weight %Retained of %Retained of Top Soil Top Soil (Profile d) (profile e) Grain Size (mm) Weight Percent of Top Soil (Profile d) Weight Percent of Top Soil (profile e) 0.053 35.4% 22.7% 100% 100% 0.075 5.1% 7.3% 64.6% 77.3% 0.1 6.4% 10.2% 58.8% 70% 0.2 1.8% 4.8% 52.4% 59.8% 0.3 3.6% 6.1% 50.6% 55% 0.4 13.3% 11.2% 47% 48.9% 0.6 10.7% 7% 33.7% 37.7% 1 21.9% 11.2% 23% 30.7% 2 1.1% 9.9% 1.1% 19.5% 4 0% 9.6% 0% 9.6% Figure- 4.4: Cumulative curves (A, C) and histogram charts (B, D) of grain size distribution of top soils in three profiles of Belagula area. 119 4.3.1.3 Soil Profiles of Bettadabidu Area Three soil profiles of Bettadabidu area have been studied and top soils developed on calc-silicate rocks analysed (Figure- 4.1 f, g and h). Sieve and hydrometer investigation of horizon “A” of soil profiles of Bettadabidu area showed that the soil profile of ‘f’ and ‘h’ are classified as muddy gravel (mg) and loam soil respectively, whereas profile ‘g’ is classified as gravely mud (gm) and loam (Table- 4.8, 4.9 and Figure- 4.9, 4.10, 4.11, 4.12). The particle size and density of soil profiles of study area, reported as percentages of the total sample weight (Table- 4.4). Based on grain size distribution by sieve, the histogram graph has been made and showed multimodal distribution in all the three profiles (Figure- 4.5). The top soil in profile ‘f’ was identified as gravel with dark reddish gray in color, profile ‘g’ have shown silt texture and yellowish red in color , in profile ‘h’ the top soil was silt and dark brown in color. 4.3.1.4 Soil Profiles of Sargur Area (Nugu dam) Extensive field studies have been conducted in Sargur area and four soil profiles which developed on three types of parent rocks namely amphibolites, meta-pelite and BIF are examined (Figure- 4.1 i , j, k and l). Sieve and hydrometric study of horizon “A” determined in profile ‘i’ and ‘j’ which developed on amphibolite are muddy sandy gravel (msg) with reddish yellow to dark brown in color and loam with dark reddish brown respectively (Table- 4.8, 4.9 and Figure- 4.9, 4.10, 4.11, 4.12). In profile ‘k’, the soil has developed on meta-pelite rock, identified as sandy mud (sm) and loam with dark red in color. The soils developed on BIF in profile ‘l’ have been classified as gravely muddy sand (gms) and sandy loam with dark red in color. Histogram distribution of all the four studied profiles determined as multimodal distribution (Figure- 4.6). 4.3.1.5 Soil Profile of Gundlupet Area One soil profile of this region was studied and soil that was developed on gneiss rock is subjected for size distribution (Figure- 4.1 m). Sieve and hydrometer study of horizon “A” of profile ‘m’ in Gundlupet area identified as muddy sandy gravel (msg) and loam with multimodal distribution, the top soil was (Table- 4.6 and Figure- 4.7). 120 yellowish red in color Table- 4.4: Sieve analysis of soil profiles of Bettadabidu area (percentage based). Grain Size (mm) Weight Weight Percent Percent of of Top Top Soil Soil (Profile g) (Profile f) Weight Percent of Top Soil (profile h) Cumulative Weight %Retained of Top Soil (Profile f) Cumulative Weight %Retained of Top Soil (profile g) Cumulative Weight %Retained of Top Soil (profile h) 0.053 24.4% 38.3% 25.2% 100% 100% 100% 0.075 8% 8.8% 12.9% 75.6% 75.6% 74.8% 0.1 3.8% 5.2% 8.1% 67.6% 67.6% 61.9% 0.2 3.2% 2.6% 2.7% 63.8% 63.8% 53.8% 0.3 4.8% 4.6% 5.4% 60.6% 60.6% 51.1% 0.4 2.7% 2.6% 2.7% 55.8% 55.8% 45.7% 0.6 4.8% 3.6% 3.8% 53.1% 53.1% 43% 1 10.7% 8.8% 4.8% 48.3% 48.3% 39.2% 2 18.8% 11.9% 10.2% 37.6% 37.6% 34.4% 4 18.8% 15.6% 24.2% 18.8% 18.8% 24.2% Figure- 4.5: Cumulative curves (A, C, E) and histogram charts (B, D, F) of grain size distribution of top soils in three profiles of Bettadabidu area. 121 Table- 4.5: Sieve analysis of soil profiles of Sargur area (percentage based). Weight Weight Cumulative Cumulative Cumulative Weight Weight Percent Percent Weight Weight Weight Grain Percent of Percent of of Top of Top %Retained %Retained %Retained Size Top Soil Top Soil Soil Soil of Top Soil of Top Soil of Top Soil (mm) (profile j) (profile k) (profile i) (profile l) (Profile i) (profile j) (profile k) Cumulative Weight %Retained of Top Soil (profile l) 0.053 18.2% 41.8% 12.8% 17.6% 100% 100% 100% 100% 0.075 5.3% 10.4% 5.7% 14.2% 81.8% 58.2% 87.2% 82.4% 0.1 4.3% 7.1% 4.6% 9.5% 76.4% 47.8% 81.5% 68.2% 0.2 5.4% 5.1% 5.7% 9.5% 72.1% 40.7% 76.9% 58.7% 0.3 9.7% 8.7% 10.3% 12.6% 66.7% 35.6% 71.2% 49.2% 0.4 9.1% 5.1% 9.8% 10% 56.9% 26.9% 60.9% 36.6% 0.6 13.4% 7.6% 14.4% 13.6% 47.8% 21.8% 51.1% 26.6% 1 8.6% 9.7% 9.2% 10% 34.4% 14.2% 36.7% 13% 2 9.7% 2.5% 10.3% 2.5% 25.8% 4.5% 27.5% 3% 4 16.1% 2% 17.2% 0.5% 16.1% 2% 17.2% 0.5% Figure- 4.6: Cumulative curves (A, C, E, G) and histogram charts (B, D, F, H) of grain size distribution of top soils in four profiles of Sargur area. 122 Table- 4.6: Sieve analysis of soil profiles of Gundlupet area (percentage based). Cumulative Weight Weight Grain Size Per cent of Top %Retained (mm) Soil of Top Soil (profile m) (profile m) 0.053 31.9% 100% 0.075 10.2% 68.1% 0.1 8.7% 57.9% 0.2 6.1% 49.2% 0.3 7.6% 43.1% 0.4 5.1% 35.5% 0.6 7.6% 30.4% 1 12.7% 22.8% 2 7.6% 10.1% 4 2.5% 2.5% Figure- 4.7: Cumulative curves (A) and histogram charts (B) of grain size distribution of top soils in three profiles of Gundlupet area. 123 4.3.1.6 Soil Profile of Doddakanya Area In Doddakanya area (Figure- 4.1 n) area, one profile has been studied and soil developed on ultramafic rock is identified as muddy sandy gravel (msg) and loam with yellowish brown in color based on Folk’s classification (Table- 4.7, 4.8, 4.9 and Figure-4.9, 4.10, 4.11, 4.12). The histogram graph of the above soil profile determined as multimodal (Figure- 4.8). Table- 4.7: Sieve analysis of soil profiles of Doddakanya area (percentage based). Cumulative Weight Weight Percent of Grain Size %Retained Top Soil (mm) of Top Soil (profile n) (profile n) 0.053 16.4% 100% 0.075 6.1% 83.6% 0.1 5% 77.5% 0.2 5% 72.5% 0.3 6.1% 67.5% 0.4 3.9% 61.4% 0.6 6.7% 57.5% 1 13.4% 50.8% 2 22.3% 37.4% 4 15.1% 15.1% Figure- 4.8: Cumulative curves (A) and histogram charts (B) of grain size distribution of top soils in three profiles of Doddakanya area. 124 Figure- 4.9: Folk’s classification system based on Gravel (G), Sand (S) and Mud (M). Table- 4.8: Classification and identification of soils (horizon A) of the all studied profiles (based on sieve analysis). Soil data Percentage from Sample Area Parent material No. material passing Gravel Sand Silt Classification Profile 1 Chikkahali Amphibolite 3% 60% 37% Muddy sand Profile 2 Chikkahali Gneiss 1% 55% 44% Muddy sand Profile 3 Chikkahali G. amphibolite 12% 41% 47% Gravelly mud Profile 4 Belagula Quartzo-feldspathic 1% 58% 41% Muddy sand Profile 5 Belagula Quartzo-feldspathic 19% 51% 30% Gravelly muddy sand Profile 6 Bettadabidu Calc-silicate 37% 30% 33% Muddy gravel Profile 7 Bettadabidu Calc-silicate 27% 26% 47% Gravelly mud Profile 8 Bettadabidu Calc-silicate 34% 27% 39% Muddy gravel Profile 9 Sargur Amphibolite 25% 51% 24% Muddy sandy gravel Profile 10 Sargur Meta-pelite 5% 43% 52% Sandy mud Profile 11 Sargur Banded iron formation 27% 54% 19% Gravelly muddy sand Profile 12 Sargur Amphibolite 3% 65% 32% Muddy sand Profile 13 Gundlupet Gneiss 67% 21% 12% Muddy sandy gravel Profile 14 Doddakanya Ultramafic rock 38% 40% 22% Muddy sandy gravel 125 Figure- 4.10: Folk’s classification system based on Sand, Silt and Clay. Table- 4.9: Classification and identification of soils (horizon A) of the all studied profiles (based on hydrometer analysis). Soil data Percentage from sample Area Parent material No material passing Sand Silt Clay Classification Profile 1 Chikkahali Amphibolite 22% 30% 48% Clay Profile 2 Chikkahali Gneiss 41% 46% 13% Loam Profile 3 Chikkahali G. amphibolite 39% 26% 35% Clay loam Profile 4 Belagula Quartzo-feldspathic 21% 40% 39% Clay loam Profile 5 Belagula Quartzo-feldspathic 35% 36% 29 % Clay loam Profile 6 Bettadabidu Calc-silicate 40% 39% 21% Loam Profile 7 Bettadabidu Calc-silicate 42% 41% 17% Loam Profile 8 Bettadabidu Calc-silicate 41% 43% 16% Loam Profile 9 Sargur Amphibolite 44% 40% 16% Loam Profile 10 Sargur Meta-pelite 47% 39% 14% Loam Profile 11 Sargur Banded iron formation 62% 28% 10% Sandy loam Profile 12 Sargur Amphibolite 40% 47% 13% Loam Profile 13 Gundlupet Gneiss 44% 39% 17% Loam Profile 14 Doddakanya Ultramafic rock 47% 40% 13% Loam 126 Figure- 4.11: percentage of Gravel, Sand and Silt in different parent rocks. 127 Figure- 4.12: percentage of Sand, Silt and Clay in different parent rocks. 128 4.3.2 Clay Mineralogy The XRD analysis was carried out by using Rigaku Minifilex Diffractogram (CN2005). The d-values are calculated using Bragg’s equation and the intensity was measured in terms of peak highest. The peaks have been indexed and mineral present in the top soil and weathered rocks were compared and identified by use of the Xpoweder software (ver. 1.01), standard d-spacing of ASTM and mineral intensity data by the Joint Committee on Powder Diffraction (JCPDS). The XRD data of fourteen soil profiles are given in tables- 4.10 to 4.23 and Figures- 4.13 to 4.27. The identified minerals of the soil profiles (Top soil - Weathered rock) are given in table4.24. The XRD result shows the existence of the important minerals such as quartz, muscovite, mica, kaolinite, chlorite, calcite, smectite, biotite, vermiculite, potassium feldspar, hematite, in top soil and quartz, chlorite, mica, allophone and kaolinite in weathered rocks respectively, along with the clay minerals such as illite, halloysite, montmorillinite, chlorite, smectite and calcite magnetite in top soil and mica, illite, talc, gypsum, kaolinite, chlorite and montmorillinite in weathered rocks respectively. Compared to other components of soil, information on the genesis of the clay minerals in various soil groups as well as the relation of the mineral assemblage in the clay fraction to the pedogenic factors is very weak in the literature dealing with Indian soils. The study by Mukherjee (1958), has demonstrated that soils developing on granites and pegmatites were rich in Kaolinite, whereas soils on slates and shales showed dominance of illite, the study by Krishnamurthi et al. (1973) have clarified the soils developed on limestone and calcareous rocks were also rich in illite. In the subtropical environments with appreciable organic matter accumulation and good drainage, illitechlorite and illite-montmorillonite interlayer minerals dominated the clay. Montmorillonite was also observed to be the weathering product of limestone and granite-gneiss (tamhane & Namjoshi, 1959). The study by Das and Das (1966) revealed that the development of montmorillonite in black and brown soils of Mysore was due to slow weathering of feldspar in alkaline environment, but kaolinite resulted from complete hydrolysis of feldspars. Under humid tropical weathering environment, low in basic cations, resulted in the 129 dominance of Kaolinite and Halloysite in the clay throughout the profile and was correlated with the almost complete extinction of both plagioclase and orthoclase feldspar in the profile (Ghosh and Das, 1974). In the Chikkahali area the dominant clay minerals was determined in soil which developed on amphibolite were Chlorite (Clinochlor), Mica (Muscovite, Illite), Kaolinite (Halloysite) and Quartz in weathered zone (B) whereas in the top soil (A), Mica (Muscovite, Illite) and Quartz were dominant. In the soil profile which developed on gneiss the dominant clay minerals were Calcite, Mica (Bityite, Muscovite) and Quartz in weathered zone (B) and Kaolinite (Kaolinite, Halloysite), Calcite (Barytocalcite), Chlorite and Quartz in top soil (A). In the soil developed on garnetiferous amphibolite the major clay minerals detected as Calcite, Smectite (Montmorillinite), Mica (Muscovite, Illite), and Quartz. The clay mineral study on soil developed on quartzo- feldespathic rock in Belagula area showed that the Illite, Muscovite, Gypsum, Kaolinite and Quartz in weathered zone and Kaolinite, Illite, Smectite and Quartz were at majority level. The dominant clay which identified in the soils developed on Calc-silicate rock in Bettadabidu area were Vermiculite, Chlorite, Calcite, Smectite, Mica, Hematite and Quartz whereas in Doddakanya area Kaolinite-serpentinite (serpentinite), Vermiculite and Hematite were major. The study on soils in Sargur region shows that the Calcite, Chlorite, Kaolinite, Mica, Hematite, Magnetite in weathered zone and Chlorite, Smectite, Kaolinite (Halloysite), Mica (Illite) and Quartz in top soil of profile which developed on Amphibolite bed rock. The soil developed in metapelite the major clay minerals were chlorite, Kaolinite (Gibbsite) Mica (Muscovite, Illite), Pyrophyllite and Quartz in weathered zone and Calcite, Kaolinite (Halloysite), Mica (Illite), Smectite, Magnetite and Quartz in top soil. In the soil developed on Banded Iron Formation (BIF) contains Chlorite, Kaolinite (Halloysite), Mica (Philogopite, Muscovite and Illite), Smectite (Montmorilinite) and Quartz in weathered zone and Calcite, Mica in top soil. The dominant clay which are identified in the soils developed on Gneiss in Gundlupet area were Calcite, Mica and Quartz, in weathered zone and Chlorite, Kaolinite (Halloysite), Mica, Magnetite Calcite and Quartz, in top soil. 130 A B Figure- 4.13: XRD patterns of soil samples weathered (B) and top soil (A) zone from Chikkahali. Table- 4.10: XRD data of soil sample from different horizons in Chikkahali area. Pos. [°2Th.] Weathered rock Top soil Height [cts] Weathered rock Top soil FWHM [°2Th.] Top soil Weathered rock d-spacing [Å] Rel. Int. [%] Weathered Top soil Weathered Top soil rock rock 9.7909 8.5334 236.64 25.01 0.1693 0.6678 9.02650 10.35361 44.54 15.01 10.7354 11.3832 32.06 11.38 0.4884 2.4155 8.23437 7.76716 6.04 6.83 12.7410 15.2401 116.38 25.40 0.4938 0.4638 6.94233 5.80905 21.91 15.24 14.1379 20.2587 29.76 46.08 0.0232 1.2860 6.25935 4.37990 5.60 27.65 18.9372 27.0201 75.90 166.64 0.2279 0.3510 4.68246 3.29729 14.29 100.00 20.0165 28.9438 85.82 102.04 0.4133 0.2210 4.43236 3.08237 16.15 61.24 26.9203 29.9692 55.13 20.37 0.6597 0.0506 3.30928 2.97919 10.38 12.23 28.8858 31.9020 531.27 16.91 0.2389 0.3864 3.08842 2.80297 100.00 10.15 29.7544 33.6388 81.75 50.21 0.4834 0.3448 3.00022 2.66212 15.39 30.13 31.6135 35.4437 19.21 31.21 2.4117 0.6927 2.82789 2.53058 3.62 18.73 35.0578 36.2494 82.23 27.35 0.0187 0.2235 2.55754 2.47616 15.48 16.41 35.8074 38.1245 68.91 14.96 2.8921 0.2646 2.50571 2.35857 12.97 8.98 45.3050 39.0093 27.85 30.75 0.4959 0.2584 2.00004 2.30709 5.24 18.45 48.8843 39.7901 44.62 19.23 0.2480 0.4531 1.86164 2.26360 8.40 11.54 61.7091 nd 68.52 nd 0.4133 nd 1.50197 nd 12.90 nd 131 A B Figure- 4.14: XRD patterns of soil samples weathered (B) and top soil (A) zone from Chikkahali. Table- 4.11: XRD data of soil sample from different horizons in Chikkahali area. Pos. [°2Th.] Weathered rock Height [cts] FWHM [°2Th.] d-spacing [Å] Rel. Int. [%] Top Top Weathered Weathered Top Weathered Top Weathered Top soil soil rock rock soil rock soil rock soil 20.1433 20.1898 157.93 131.13 0.2858 0.4254 4.40475 4.39469 12.22 12.33 21.1920 21.1779 88.48 83.92 0.0319 0.6565 4.18908 4.19183 6.85 7.89 22.3951 22.4188 490.20 546.79 0.1893 0.1874 3.96669 3.96254 37.94 51.43 23.8730 23.8713 229.25 135.27 0.1737 0.3901 3.72436 3.72461 17.74 12.72 24.5937 24.7366 317.11 451.80 0.2077 0.3604 3.61682 3.59626 24.54 42.50 25.7792 25.7333 253.14 237.70 0.2636 0.6168 3.45313 3.45918 19.59 22.36 26.9805 26.9928 452.26 608.71 0.3191 0.3859 3.30204 3.30056 35.00 57.26 28.1932 28.2269 1292.20 1063.11 0.2789 0.4294 3.16269 3.15900 100.00 100.00 35.2545 30.4669 252.05 178.08 0.1714 0.7459 2.54372 2.93165 19.51 16.75 42.7413 35.2438 138.60 166.00 0.2798 1.2240 2.11388 2.54447 10.73 15.61 45.7986 37.0744 178.10 86.60 0.2169 2.1237 1.97963 2.42293 13.78 8.15 48.3305 37.7606 117.41 104.30 0.3040 1.0593 1.88167 2.38046 9.09 9.81 50.2724 42.7373 84.21 160.16 0.2789 0.2498 1.81344 2.11408 6.52 15.07 67.3746 46.1643 79.51 80.90 0.1187 0.2288 1.38878 1.96479 6.15 7.61 nd 48.4736 nd 59.46 nd 0.9709 nd 1.87645 nd 5.59 nd 50.3505 nd 143.94 nd 0.3633 nd 1.81081 nd 13.54 nd 51.4061 nd 187.48 nd 0.1367 nd 1.77608 nd 17.64 nd 61.8234 nd 82.78 nd 0.6135 nd 1.49946 nd 7.79 nd 45.7737 nd 142.13 nd 0.2666 nd 1.98065 nd 13.37 132 A Figure- 4.15: XRD patterns of soil samples from Chikkahali area. Table- 4.12: XRD data of soil sample from Chikkahali area. Pos. Height FWHM d-spacing Rel. Int. [°2Th.] [cts] [°2Th.] [Å] [%] Top Top Top soil Top soil Top soil soil soil 7.1814 33.29 0.0648 12.29951 4.87 20.1572 64.87 1.1374 4.40173 9.50 22.3222 130.09 0.0912 3.97946 19.05 25.5991 42.54 0.0167 3.47700 6.23 26.9030 683.06 0.1882 3.31137 100.00 28.2333 163.70 0.3130 3.15830 23.97 29.7344 115.57 0.1885 3.00219 16.92 35.2241 58.63 0.5522 2.54585 8.58 36.8701 105.03 0.0525 2.43589 15.38 37.7458 69.29 0.1153 2.38136 10.14 39.7227 71.38 0.2042 2.26728 10.45 46.0751 33.58 0.0303 1.96839 4.92 50.3857 65.14 0.1712 1.80963 9.54 64.3001 47.00 0.1838 1.44755 6.88 68.5247 52.66 0.2061 1.36824 7.71 133 A B Figure- 4.16: XRD patterns of soil samples weathered (A) and top soil (B) zone from Belagula area. Table- 4.13: XRD data of soil sample from different horizons in Belagula area. Pos. [°2Th.] Weathered rock Height [cts] FWHM [°2Th.] d-spacing [Å] Top Weathered Top Weathered Top Weathered soil rock soil rock soil rock Top soil Rel. Int. [%] Weathered Top rock soil 21.124 5.7473 121.84 97.23 0.0480 0.1185 4.20244 15.36501 9.84 36.62 22.284 11.6414 336.87 22.46 0.1056 0.0768 3.98618 7.59549 27.21 8.46 24.498 12.8113 165.89 29.19 0.2295 0.1141 3.63066 6.90439 13.40 10.99 25.822 20.2443 64.44 80.51 0.1445 0.2863 3.44754 4.38299 5.21 30.32 26.937 20.9688 1237.88 21.97 0.1268 0.6382 3.30731 4.23317 100.00 8.27 28.141 22.5120 249.99 62.43 0.1912 0.4579 3.16848 3.94635 20.20 23.51 29.774 23.2696 165.84 223.76 0.1887 0.1698 2.99825 3.81954 13.40 84.27 30.546 23.9387 198.98 125.89 0.2027 0.0898 2.92421 3.71429 16.07 47.41 34.495 24.5741 160.82 96.05 0.1333 0.1123 2.59796 3.61966 12.99 36.18 39.806 26.9190 114.69 265.52 0.2254 0.2251 2.26272 3.30944 9.27 100.00 42.034 28.2134 103.07 198.89 0.2160 0.2328 2.14782 3.16048 8.33 74.91 43.625 50.2979 67.83 96.96 0.3602 0.1959 2.07311 1.81258 5.48 36.52 67.971 51.5739 163.94 92.63 0.1266 0.0954 1.37804 1.77070 13.24 34.89 nd 62.4612 nd 39.15 nd 0.3392 nd 1.48568 nd 14.75 nd 64.2082 nd 38.62 nd 0.3072 nd 1.44940 nd 14.54 134 B A Figure- 4.17: XRD patterns of soil samples weathered (A) and top soil (B) zone from Belagula area. Table- 4.14: XRD data of soil sample from different horizons in Belagula area. Pos. [°2Th.] Height [cts] Weathered Weathered Top soil rock rock Top soil FWHM [°2Th.] Weathered rock Top soil d-spacing [Å] Rel. Int. [%] Weathered Top soil Weathered rock rock Top soil 12.8347 5.5971 29.30 67.75 0.1707 0.2290 6.89183 15.77699 7.41 15.01 18.8205 7.3687 16.14 59.25 2.0894 0.1798 4.71123 11.98731 4.08 13.13 23.3933 21.3814 36.05 451.23 0.3562 0.0596 3.79962 4.15240 9.12 100.00 24.5699 22.2710 395.29 199.84 0.1764 0.1250 3.62027 3.98850 100.00 44.29 26.8572 26.9237 93.06 249.00 0.2430 0.1556 3.31691 3.30887 23.54 55.18 27.5329 29.8370 47.04 386.67 0.1332 0.2422 3.23703 2.99210 11.90 85.69 28.7670 30.6159 101.40 89.26 0.1418 0.0657 3.10091 2.91772 25.65 19.78 29.8033 32.1123 192.63 53.19 0.1918 0.1148 2.99540 2.78509 48.73 11.79 31.2083 34.2936 321.18 381.91 0.1490 0.0755 2.86367 2.61277 81.25 84.64 33.3098 35.6201 28.08 110.82 0.1553 0.1449 2.68765 2.51845 7.10 24.56 39.5887 36.8630 49.35 115.76 0.1233 0.0330 2.27465 2.43634 12.48 25.65 42.0574 39.7699 72.61 97.54 0.1865 0.1478 2.14666 2.26470 18.37 21.62 43.6226 48.8892 78.04 30.36 0.2931 0.9828 2.07320 1.86147 19.74 6.73 49.5712 60.2512 195.15 31.11 0.1228 0.1203 1.83744 1.53478 49.37 6.90 49.9933 61.2712 168.49 50.83 0.1463 0.2998 1.82291 1.51165 42.63 11.26 135 A Figure- 4.18: XRD patterns of soil samples from Bettadabidu area. Table- 4.15: XRD data of soil sample in Bettadabidu area. Pos. [°2Th.] Height [cts] FWHM [°2Th.] d-spacing [Å] Rel. Int. [%] Top soil Top soil Top soil Top soil Top soil 7.8805 21.73 0.0125 11.20983 11.46 24.8021 14.37 1.3724 3.58691 7.58 26.9782 171.39 0.3128 3.30231 90.42 28.9196 112.25 0.2678 3.08489 59.22 29.8357 189.56 0.3018 2.99222 100.00 31.1980 172.74 0.2275 2.86460 91.13 33.4556 71.28 0.6231 2.67627 37.61 35.9663 62.23 1.1704 2.49500 32.83 39.8340 59.29 0.2135 2.26120 31.28 41.3101 45.42 1.1855 2.18375 23.96 48.0955 28.34 0.3880 1.89031 14.95 48.9827 48.40 0.2834 1.85813 25.54 50.7186 57.34 1.0258 1.79853 30.25 55.9902 14.80 0.3851 1.64104 7.81 57.1494 17.06 0.1100 1.61048 9.00 60.3410 30.01 0.5073 1.53270 15.83 67.5992 29.08 0.1289 1.38471 15.34 68.4936 15.47 1.2620 1.36879 8.16 136 A Figure- 4.19: XRD patterns of soil samples from Bettadabidu area. Table- 4.16: XRD data of soil sample in Bettadabidu area. Pos. [°2Th.] Height [cts] FWHM [°2Th.] d-spacing [Å] Rel. Int. [%] Top soil Top soil Top soil Top soil Top soil 12.1201 44.16 0.0664 7.29651 26.06 16.9476 8.29 0.0126 5.22743 4.89 21.4718 17.38 1.3799 4.13512 10.26 26.9639 132.17 0.2863 3.30403 78.00 28.8543 87.90 0.2154 3.09172 51.87 29.7646 169.45 0.2513 2.99921 100.00 33.4367 57.81 0.3472 2.67774 34.12 36.1997 50.36 0.3152 2.47945 29.72 36.9130 31.65 1.2009 2.43315 18.68 39.8122 50.98 0.2192 2.26240 30.08 41.1934 26.57 0.1988 2.18967 15.68 42.6149 9.72 0.0936 2.11986 5.73 43.6063 37.65 0.3468 2.07394 22.22 50.4859 40.64 0.2550 1.80627 23.98 57.8221 21.93 0.8113 1.59333 12.94 65.0911 29.09 0.6727 1.43186 17.16 137 A Figure- 4.20: XRD patterns of soil samples from Bettadabidu area. Table- 4.17: XRD data of soil sample in Bettadabidu area. Pos. [°2Th.] Height [cts] FWHM [°2Th.] d-spacing [Å] Rel. Int. [%] Top soil Top soil Top soil Top soil Top soil 12.1201 44.16 0.0664 7.29651 26.06 16.9476 8.29 0.0126 5.22743 4.89 21.4718 17.38 1.3799 4.13512 10.26 26.9639 132.17 0.2863 3.30403 78.00 28.8543 87.90 0.2154 3.09172 51.87 29.7646 169.45 0.2513 2.99921 100.00 33.4367 57.81 0.3472 2.67774 34.12 36.1997 50.36 0.3152 2.47945 29.72 36.9130 31.65 1.2009 2.43315 18.68 39.8122 50.98 0.2192 2.26240 30.08 41.1934 26.57 0.1988 2.18967 15.68 42.6149 9.72 0.0936 2.11986 5.73 43.6063 37.65 0.3468 2.07394 22.22 50.4859 40.64 0.2550 1.80627 23.98 57.8221 21.93 0.8113 1.59333 12.94 65.0911 29.09 0.6727 1.43186 17.16 138 B A Figure- 4.21: XRD patterns of soil samples weathered (A) and top soil (B) zone from Sargur area. Table- 4.18: XRD data of soil sample from different horizons in Sargur area. Pos. [°2Th.] Height [cts] FWHM [°2Th.] d-spacing [Å] Top Weathered soil rock Weathered rock Top soil Weathered rock Top soil Weathered rock 9.0112 8.7035 13.67 18.99 1.8936 0.0576 9.80567 10.15158 8.19 8.77 11.2143 9.2992 18.40 25.57 0.0828 0.4199 7.88375 9.50263 11.03 11.81 14.8048 11.0330 42.38 14.83 0.0627 0.0804 5.97887 8.01291 25.40 6.85 17.3493 12.7895 43.78 17.63 0.0724 0.2564 5.10730 6.91610 26.24 8.14 22.8846 20.5578 12.24 28.69 2.2376 3.8365 3.88293 4.31685 7.33 13.25 27.0755 21.3770 166.87 30.29 0.1833 1.8291 3.29066 4.15324 100.00 13.99 33.6041 26.8022 47.34 216.49 0.1918 0.1601 2.66478 3.32359 28.37 100.00 35.3402 33.5824 36.91 34.51 0.1916 0.4296 2.53775 2.66646 22.12 15.94 36.0336 36.8729 40.90 53.85 0.3376 0.4544 2.49050 2.43571 24.51 24.88 39.8618 39.7872 45.80 38.71 0.0570 0.3932 2.25969 2.26376 27.45 17.88 40.5252 48.9767 21.30 15.19 2.0886 1.1406 2.22422 1.85835 12.76 7.01 41.3722 50.3964 35.25 25.99 0.0719 0.1693 2.18062 1.80927 21.13 12.00 48.6446 55.4045 79.82 36.13 0.1863 0.2172 1.87025 1.65700 47.83 16.69 53.5600 64.4562 19.78 12.04 0.0894 0.2158 1.70962 1.44442 11.85 5.56 54.5928 68.6233 14.72 28.51 1.4049 0.8046 1.67970 1.36652 8.82 13.17 60.2168 nd 27.12 nd 0.1300 nd 1.53557 nd 16.25 nd 139 Top soil Rel. Int. [%] Weathered Top rock soil B A Figure- 4.22: XRD patterns of soil samples weathered (A) and top soil (B) zone from Sargur area. Table- 4.19: XRD data of soil sample from different horizons in Sargur area. Pos. [°2Th.] Height [cts] FWHM [°2Th.] d-spacing [Å] Rel. Int. [%] Weathered Top Weathered Top Weathered Top Weathered Top Weathered Top rock soil rock soil rock soil rock soil rock soil 7.2347 9.7235 20.76 5.99 0.9187 4.0000 12.20899 9.08885 11.56 2.16 12.7399 12.7547 17.78 10.48 0.1664 0.0126 6.94290 6.93488 9.90 3.78 17.5056 21.1475 29.07 79.51 0.5330 0.1646 5.06203 4.19780 16.19 28.67 20.1430 24.4961 23.37 23.36 0.1884 0.8740 4.40481 3.63101 13.02 8.42 21.1153 26.9902 12.57 277.37 1.1048 0.2115 4.20413 3.30087 7.00 100.00 22.3732 28.1404 17.39 74.88 0.0573 0.2922 3.97051 3.16851 9.68 27.00 26.9905 29.8106 179.56 51.75 0.1822 0.1493 3.30084 2.99469 100.00 18.66 28.2742 33.5329 39.41 14.47 0.1621 1.3798 3.15383 2.67028 21.95 5.22 29.9007 56.8423 51.04 37.63 0.2981 0.1250 2.98587 1.61845 28.42 13.57 32.1984 60.4698 11.29 8.90 0.6055 1.9990 2.77784 1.52975 6.29 3.21 34.6447 nd 50.49 nd 0.1563 nd 2.58709 nd 28.12 nd 38.7708 nd 22.65 nd 0.0877 nd 2.32073 nd 12.61 nd 39.7447 nd 55.48 nd 0.2661 nd 2.26608 nd 30.90 nd 48.0467 nd 19.85 nd 0.2541 nd 1.89212 nd 11.05 nd 50.4383 nd 48.25 nd 0.2763 nd 1.80787 nd 26.87 nd 60.6758 nd 22.89 nd 0.1393 nd 1.52505 nd 12.75 nd 62.5990 nd 37.28 nd 0.4068 nd 1.48274 nd 20.76 nd 67.4084 nd 13.91 nd 0.0831 nd 1.38816 nd 7.75 nd 140 A B Figure- 4.23: XRD patterns of soil samples weathered (A) and top soil (B) zone from Sargur area. Table- 4.20: XRD data of soil sample from different horizons in Sargur area. Pos. [°2Th.] Height [cts] FWHM [°2Th.] d-spacing [Å] Rel. Int. [%] Weathered Top Weathered Top Weathered Top Weathered Top Weathered Top rock soil rock soil rock soil rock soil rock soil 6.9983 9.3723 23.33 63.54 0.1188 0.2512 12.62087 9.42868 6.87 11.50 7.8479 13.0001 20.83 46.28 0.0378 0.7392 11.25642 6.80451 6.14 8.37 10.2369 20.4696 36.12 55.43 0.4217 0.2837 8.63418 4.33526 10.64 10.03 16.4022 21.3781 22.45 69.72 0.2081 0.0394 5.40001 4.15303 6.61 12.62 20.1664 22.5261 123.61 158.34 0.3950 0.2409 4.39974 3.94390 36.41 28.65 21.0636 24.7531 32.55 104.87 0.7056 0.2688 4.21433 3.59389 9.59 18.98 22.6037 25.9374 22.46 63.93 0.5714 0.2135 3.93055 3.43242 6.62 11.57 24.4132 27.1415 48.71 552.67 0.2068 0.3094 3.64315 3.28282 14.35 100.00 26.9364 28.3484 339.52 536.00 0.3082 0.3122 3.30734 3.14574 100.00 96.98 28.1790 30.8800 55.83 56.48 0.0719 0.1541 3.16426 2.89337 16.44 10.22 33.4605 35.4022 25.09 96.88 0.7821 0.1893 2.67589 2.53345 7.39 17.53 39.6703 36.9740 29.84 50.43 0.1438 0.1371 2.27016 2.42928 8.79 9.12 40.8283 42.8415 18.14 100.83 0.3313 0.1937 2.20841 2.10917 5.34 18.24 42.6815 50.4696 42.58 66.39 0.2775 0.3915 2.11671 1.80682 12.54 12.01 43.6789 55.4297 27.81 45.41 0.2328 0.6951 2.07066 1.65630 8.19 8.22 60.1906 60.3207 22.04 59.74 0.0668 0.3248 1.53618 1.53317 6.49 10.81 60.6894 65.6762 21.69 46.96 0.0731 0.2169 1.52474 1.42052 6.39 8.50 62.4694 68.4163 51.82 48.67 0.2048 0.2403 1.48550 1.37015 15.26 8.81 68.4385 nd 39.59 nd 0.1472 141 nd 1.36976 nd 11.66 nd B A \Figure- 4.24: XRD patterns of soil samples weathered (A) and top soil (B) zone from Sargur area. Table- 4.21: XRD data of soil sample from different horizons in Sargur area. Pos. [°2Th.] Height [cts] FWHM [°2Th.] d-spacing [Å] Weathered Top Weathered Top Weathered Top Weathered rock soil rock soil rock soil rock Top soil Rel. Int. [%] Weathered Top rock soil 10.9047 6.6938 22.72 85.25 0.0945 0.3742 8.10686 13.19423 17.09 59.12 18.3173 12.7680 29.64 12.62 0.0134 4.0000 4.83952 6.92768 22.30 8.75 25.6884 20.2001 30.07 144.20 0.0395 0.4603 3.46512 4.39248 22.63 100.00 26.9816 24.3898 132.91 22.53 0.2557 1.5654 3.30190 3.64660 100.00 15.62 28.8820 26.0255 59.80 13.16 0.2349 4.0000 3.08882 3.42100 45.00 9.13 29.7918 28.9961 106.45 60.85 0.2215 0.1085 2.99654 3.07693 80.09 42.20 33.4649 30.1599 52.94 37.16 0.3315 0.1789 2.67555 2.96079 39.84 25.77 39.8154 30.8584 22.03 46.12 1.3665 0.1548 2.26222 2.89535 16.57 31.99 43.7035 33.4676 29.91 25.08 0.3528 0.3444 2.06955 2.67534 22.50 17.39 45.8976 35.3013 8.21 43.13 0.0330 0.9234 1.97559 2.54046 6.17 29.91 64.2843 45.3696 39.05 44.49 0.1407 0.3742 1.44787 1.99735 29.38 30.85 nd 61.7653 nd 108.96 nd 0.6424 nd 1.50073 nd 75.56 nd 65.4242 nd 8.44 nd 3.6143 nd 1.42538 nd 5.85 nd 69.1912 nd 33.26 nd 0.1743 nd 1.35668 nd 23.07 142 A B Figure- 4.25: XRD patterns of soil samples weathered (A) and top soil (B) zone from Gundlupet. Table- 4.22: XRD data of soil sample from different horizons in Gundlupet area. Pos. [°2Th.] Height [cts] FWHM [°2Th.] d-spacing [Å] Rel. Int. [%] Weathered Top Weathered Top Weathered Top Weathered Top Weathered Top rock soil rock soil rock soil rock soil rock soil 20.3711 12.5687 48.73 107.94 0.2666 0.3072 4.35600 7.03709 13.44 16.78 21.4022 14.1838 79.93 52.39 0.2638 0.0125 4.14840 6.23922 22.04 8.15 23.6223 20.2287 138.93 197.71 0.0186 0.5893 3.76332 4.38633 38.31 30.74 25.9322 21.1354 29.67 204.19 0.1657 0.4995 3.43310 4.20017 8.18 31.75 26.9591 21.9950 344.02 94.62 0.2972 3.6495 3.30461 4.03793 94.87 14.71 28.2081 25.1640 362.63 149.29 0.2110 1.9090 3.16106 3.53613 100.00 23.21 29.7633 26.9233 26.72 643.17 0.4007 0.2382 2.99933 3.30893 7.37 100.00 39.9005 28.1289 35.86 364.24 0.1928 0.5903 2.25759 3.16979 9.89 56.63 46.0743 30.5431 58.09 60.50 0.1499 3.7269 1.96842 2.92451 16.02 9.41 60.2499 39.8213 48.10 72.56 0.2308 0.1377 1.53481 2.26189 13.27 11.28 62.4423 42.0302 37.52 76.26 0.3476 0.2152 1.48608 2.14799 10.35 11.86 65.5583 42.7252 52.68 69.74 0.3686 0.1042 1.42278 2.11464 14.53 10.84 68.4721 45.7948 40.10 70.41 0.4106 0.5112 1.36917 1.97978 11.06 10.95 nd 62.3916 nd 49.24 nd 1.8993 nd 1.48717 nd 7.66 nd 64.0410 nd 78.47 nd 0.3741 nd 1.45278 nd 12.20 nd 68.4069 nd 69.61 nd 0.2104 nd 1.37031 nd 10.82 nd 47.3568 nd 51.99 nd 0.1769 nd 1.91806 nd 8.08 143 A Figure- 4.26: XRD patterns of soil samples from Doddakanya area. Table- 4.23: XRD data of soil sample in Doddakanya area. Pos. [°2Th.] Height FWHM d-spacing Rel. Int. [cts] [°2Th.] [Å] [%] Top soil Top soil Top soil Top soil Top soil 12.3394 330.68 0.2330 7.16731 61.36 24.5320 328.25 0.3144 3.62577 60.91 26.8176 190.97 0.1426 3.32172 35.43 31.0793 75.52 0.1092 2.87527 14.01 32.7722 538.93 0.2921 2.73051 100.00 35.9889 302.44 0.3274 2.49348 56.12 42.0419 82.42 0.0252 2.14742 15.29 43.1326 275.99 0.2109 2.09561 51.21 46.9941 78.70 0.2439 1.93202 14.60 52.3670 100.83 0.1047 1.74573 18.71 54.0398 229.37 0.2471 1.69557 42.56 60.2960 84.30 0.2975 1.53374 15.64 61.6095 76.38 0.3063 1.50416 14.17 144 Table- 4.24: The minerals identified by XRD analysis. Profile No. Area Soils name (Sand, Silt, Clay) Minerals in the weathered rocks Minerals in the Top Soil 1 Chikkahali Clay 2 Chikkahali Loam Smectite,Calcite and Quartz Kaolinite, Calcite, Chlorite and Quartz 3 Chikkahali Clay loam nd Calcite, Montmorillinite, Illite and Quartz 4 Belagula Clay loam Illite and Quartz Kaolinite, Illite and Quartz 5 Belagula Clay loam 6 Bettadabidu Loam nd Vermiculite, Calcite, Illite and Quartz 7 Bettadabidu Loam nd Chlorite, Calcite and Smectite 8 Bettadabidu Loam nd Chlorite, Hematite, Calcium ferric and Quartz 9 Sargur Loam Chlorite, Kaolinite, Smectite and Quartz Smectite, Kaolinite, Illite, Allophone, Calcium ferric and Quartz 10 Sargur Loam Chlorite, Kaolinite, Smectite, Illite, Allophone and Quartz Calcite, Kaolinite (Halloysite), Smectite, Illite and Quartz 11 Sargur Sandy loam Chlorite, Kaolinite, Illite), Montmorilinite, Allophone and Quartz Calcite and Illite 12 Sargur Loam Chlorite and Calcite Hematite Chlorite, Kaolinite, Illite, Montmorilinite and Quartz 13 Gundlupet Loam Calcite (Calcite magnetite) and Quartz Chlorite, Kaolinite, Calcite (Calcite magnetite), Microcline, sericite, Quartz 14 Doddakanya Loam nd Kaolinite-serpantinite, Vermiculite and Hematite Chlorite, Illite, Kaolinite , Illite, Kaolinite, Smectite and Quartz Smectite and Quartz Illite, Gypsum, Kaolinite, Illite, Smectite, Kaolinite (Halloysite) Smectite, Sepiolite and and Quartz Pyroxene 145 4.3.3 Physico-Chemical Parameters Physico-chemical properties of soils depend on both natural and anthropogenic factors, together acting over different spatial and temporal scales. The results of the physico-chemical analysis namely gravel, sand, silt, clay, pH, electrical conductivity (EC), organic matter (OM), total nitrogen (N), available phosphorus (P), available potassium (K), available Iron (Fe), available manganese (Mn), available zinc (Zn), available cupper (Cu) and moisture content in all fourteen paleosols profiles from six study areas in and around Mysore district have been presented in the tables- 4.25 and 4.26 . 4.3.3.1 Gravel All the paleosol profiles were characterized by moderate gravel content throughout the profile horizons with a tendency to slightly increase with depth especially in C horizon. In all the study profiles gradual increase towards the parent horizon was observed (table- 4.25). In the pedon developed on gneiss in Gundlupet area, high gravel content (74%) have recorded. 4.3.3.2 Sand All the pedons are characterized by moderate to high total sand content ranging from 12 per cent to 70 per cent in different paleosol profiles. Except in the profile developed on amphibolite, the sand content increased towards the C horizon (table4.25). The distribution was either uniform or slight decrease with depth. 4.3.3.3 Silt Silt content in the studied profiles ranged from 18 to 60 per cent in horizons (table4.25). The percentages of silt were varied in the profiles and might be due to variation in weathering of parent material. These results were in agreement with the findings of Naidu (2002), who reported an irregular trend in silt content with depth in sugarcane growing soils of Karnataka. 4.3.3.4 Clay Clay content ranged from 10 to 48 per cent in top soils, 9 to 40 per cent in weathered zone (B) and from 10 to 39.5 per cent in highly weathered soil profiles, exhibiting 146 narrowing of range passing through uplands to lowlands (table- 4.25). The High clay content in top horizons is due to the illuviation process occurring during soil development. Similarly, the illuviation process also affected the vertical distribution of silt and sand content. Similar observations were also made by Sharma et al. (2004). The midlands and lowlands showed increased trend up to B horizons of these pedons and it is reduced in lower horizons, which might be due to accumulation of clay particles from the uplands. 4.3.3.5 pH The soil profile pH is a measurement of acidity or alkalinity of a soil, which affects the availability of nutrients, activity of microorganisms and the solubility of soil minerals, however in horizons B and C the pH value are affected due to solubility of minerals as well as moisture. Based on definition of USDA (1999), the pH measurement is actually measuring the hydrogen ion activity (H+) in the soil solution. The soil formation and development appears to be a dominants factor on the formation of different pH values of these areas. The pH of the soil profiles from Chikkahali area varies from 7.5 to 8. The pH of the top soil in Belagula area was 7.9- 8.2, in Bettadabidu was 7.8- 8, in Sargur area was around 7.5-8.2, in Gundlupet was 8.6 and in Doddakanya was 8.2. The variation in pH across the horizons of soil in all study profiles have been represented in table- 4.25. The soil pH of study areas shows slightly acidic to neutral and from neutral to mildly alkaline (according to USDA, 1999), and less variation have been observed in soil horizons. The gradually increasing soil pH in the horizons of soil profile (weathered to top soil) is the evidence of soil formation and high degree of development of the soil (Shrikant et al., 1993). 4.3.3.6 Electrical Conductivity (EC) Electrical conductivity of all soil samples from different horizons has been tested and the value reported in units of millimhos per centimeter (mmhos/cm). According to Pillai and Natarajan (2004) the EC ranged from 0.02 to 0.20 (mmhos/cm) indicated non-saline nature of the soil. 147 The EC value of the soil sample in the study area range between 0.1 mmhos/cm to 0.28 mmhos/cm indicating that the soils are nonsaline. The table- 4.25 characterized the soil according to its EC value in top soil as well as horizons. The EC value from bed rock towards the top soil gradually increased due to chemical and physical weathering and availability of ions generated in the process of soil formation. 4.3.3.7 Organic Carbon Present organic carbon in the soil of study areas range from 0.03% to 1.2%. The variation of soil organic matter across the study areas as well as soil horizons has been represented in table- 4.25. Walia and Rao (1996) working with red soils of Bundelkhand watershed of Uttar Pradesh, noticed that the organic carbon content of soils (0.5 – 1.5%) decreased with depth. The distribution was mainly associated with physiography and land use. SOC is the main constituent of SOM. SOM is formed by the biological, chemical and physical decay of organic materials that enter the soil system from sources above ground (e.g. leaf fall, crop residues, animal wastes and remains) or below ground (e.g. roots, soil biota). In general the concentration of organic carbon is lower in the subsoil compared to the top soil on the other hand with increasing the soil deep the OC value decrease. This is possibly due to the influence of fresh organic matter inputs on the top soil from straws, dead roots, leaf litter and manure in some cases. Based on Bationo (2001) fine fractions, higher in the subsoil are important soil component in the direct stabilization of organic molecules. The clay and also silt also play a key role in organic carbon stabilization. 4.3.3.8 Total Nitrogen The total nitrogen of soil sample from different study areas varies between 0.0005 Kg/ha to 0.64 Kg/ha. Total nitrogen content in top soil significantly high due to effects of total organic matter. The distribution of soil total nitrogen in different study sites and along soil horizons represented in table- 4.26. The bulk of the soil nitrogen is tied up in soil organic carbon. This is in total agreement with Stevenson (1982) who stated that over 90 % of nitrogen in the soil is bound to organic matter, from which a large amount becomes available to plants only after mineralization. Generally, the 148 higher the organic carbon and nitrogen contents the higher potential productivity and soil resiliency. 4.3.3.9 Moisture Content The role of moisture in the soil and soil formation is critical. High moisture availability in soil promotes the weathering of bedrock and sediments, chemical reactions, and plant growth. The availability of moisture also has an influence on soil pH and the decomposition of organic matter. The moisture contents of soils in the study areas verified from 2% to 19%. The moisture value of the soil profiles along with different horizons is presented at table4.25. 4.3.3.10 Available Phosphorus (P) Available phosphorous in the sampling sites varies between 1 Kg/ha to 32 Kg/ha. Available phosphorous refers to the inorganic form, occurring in the soil solution, which is almost exclusively ‘orthophosphate’. The weathering and pedogenesis change the soil P chemistry (distribution of inorganic P as well as the P retention properties in the profile); Apatite is the only primary mineral in igneous rocks with a significant P content. During the soil formation, this original P pool decreases to secondary forms such as organic P. The P content of soil samples of all six study areas has been represented in table- 4.26. 4.3.3.11 Available potassium (K) Available potassium ranges from 6 Kg/ha to 155 Kg/ha. The variation of available K across the study aresa has been represented in table- 4.26. The K is usually the most abundant in soils (Reitemeier, 1951). Igneous rocks of the Earth’s crust have higher K contents than sedimentary rocks. Of the igneous rocks, granites and syenites contain 46 to 54, basalts 7, and peridotites 2.0 g K/kg. Among the sedimentary rocks, clayey shales contain 30, whereas limestones have an average of only 6 g/kg (Malavolta, 1985). Mineral soils generally range between 0.04 and 3% K. Total K contents in soils range between 3000 and 100,000 kg/ ha in the upper 0.2 m of the soil profile. Of this total K content, 98% is bound in the mineral form, whereas 2% is in soil solution 149 and exchangeable phases (Schroeder, 1979; Bertsch and Thomas, 1985). As noted earlier, most of the total K in soils is in the mineral form, mainly as K-bearing primary minerals such as muscovite, biotite, and feldspars. Common soil K-bearing minerals, in the order of availability of their K to plants, are biotite, muscovite, orthoclase, and microcline (Huang et al., 1968). Mineral K is generally assumed to be only slowly available to plants; however, the availability is dependent on the level of K in the other forms, and the degree of weathering of the feldspars and micas constituting the mineral K fraction (Sparks and Huang, 1985; Sparks, 1989). The release of K from micas proceeds by two processes: (1) the transformation of Kbearing micas to expansible 2: 1 layer silicates by exchanging the K with hydrated cations, and (2) the dissolution of the micas followed by the formation of weathering products. The relative importance of these two mechanisms depends on the stability of micas and the nature of soil environments (Sparks and Jardine, 1981; Sparks, 2000). Based on current research in the soil of study area large amounts of k are due to the mechanisms of weathering. The result revealed that the top soil contain high amount of K compare to lower horizons. 4.3.3.12 Available Iron (Fe) The available iron in soil samples of the study areas ranges from 1.78 ppm to 20.4 ppm table- 4. 26. During the weathering, four components are released from the rock; minerals in solution, oxides of iron and alumina, various forms of silica, and stable wastes as very fine silt (mostly fine quartz) and coarser quartz (sand). Soil colour is primarily influenced by soil mineralogy. Many soils colour are due to various iron minerals. The development and distribution of colour in a soil profile result from chemical and biological weathering, especially redox reactions. Iron oxides give tropical soils their unique reddish coloring. The abundance of iron and aluminum oxides found in these soils are the results of strong chemical weathering and heavy leaching. The presence of the iron oxides causes the A horizon of these soils to be stained red. Leaching causes these soils to have low quantities of base cations. 4.3.3.13 Available Manganese (Mn) By weathering of igneous and metamorphic rock, Mn (II) is released. This Mn (II) is oxidized to Mn (III) and Mn (IV) in presence of oxygen. Manganese can form more 150 than 30 known oxide and hydroxide minerals. Sometimes they also appear in combined valence forms, containing both Mn (III) and Mn (IV). Manganese oxides are characterized by open crystal structures, large surface areas and high negative charges (Tebo et al., 2004). The Mn contents of profile samples were collected from 14 sites, shows ranged from 0.66 ppm to 21.1 ppm. The table- 4.26 represented the amount of Mn in all 14 sites. 4.3.3.14 Available Zinc (Zn) The Zinc content of soil sample in the study area was ranged between 0.02 ppm to 2.5 ppm. Zn is usually present in the ferromagnesian minerals. Due to ionic radii, the zinc shows similarity to magnesium iron group of minerals. The table- 4.26 represented the Zn values in all horizons of soil profiles in the study areas. The result shows the distribution of Zinc in all horizons of the soil profiles of the study areas. 4.3.3.15 Available Cupper (Cu) The available Cu content of sampling sites and along the profiles varied between 0.11 ppm to 3.14 ppm. The pH is a major parameter in solubility of Cu. the ionic potential of Cu is less than 3 and it is expected to pass into the ionic solution and thereby got depleted (Rao and Murthy, 1981) during the process of weathering and leaching. On the other hand the higher concentration of Cu in some soils is due to the highest concentration of iron as Cu replaces ferrous iron due to their similarity in ionic radii (Rankama and Shama, 1950). The table- 4.26 clearly represented the Cu values in sample profile in the study areas. 4.3.4 STATISTICAL ANALYSIS The results of the statistical analysis, namely, correlation between chemical and physical parameters are presented in tables- 4.27 to 4.32. In the soil samples of Chikkahali area, pH is positively correlated with OC (r = 0.918), N (r = 0.906), clay (r = 0.918) and negatively correlated with Fe (r = -0.832) and sand (r = -0.742). EC is positively correlated with P (r = 1), Zn (r = 0.913), sand(r = 0.581), silt (r = -0.982) and negatively correlated with K (r = -0.931), Mn (r = 0.785) and clay (r = -0.930). OC is positively correlated with N (r = 1) and negatively 151 correlated with sand (r = -0.947). K is negatively correlated with Zn (r = -0.999) and positively correlated with silt (r = 0.982). Mn is positively correlated with Fe (r = 0.980) and silt (r = 0.888) table- 4.27. In the soil sample of Belagula area EC value is positively correlated with silt (r = 0.982) and clay (r = 0.786); and negatively correlated with sand (r = -.835). OC is positively correlated with N (r = 0.995), Zn (r = 0.921), Mn (r = 0.984) and Fe (r = 0.926); and negatively correlated with P (r = -0.967). Zn is positively correlated with Cu (r = 1), Mn (r = 0.976) and Fe (r = 1) table- 4.28. In Bettadabidu area the soil data is statistically analyzed. pH is positively correlated with OC (r = 0.866) and K (r = 0.924); and negatively correlated with sand (r = -1) and Cu (r = -0.999). EC is positively correlated with Cu (r = 0.903), Mn (r = 0.926), Fe (r = 0.985) and sand (r = 0.929); and negatively correlated with K (r = -0.715) and OC (r = -0.619), whereas Cu is positively correlated with sand (r = 0.998) and silt(r = 0.554) table- 4.29. In the soil sample of Sargur area P is highly correlatable with Zn (r = 0.905), Cu (r = 0.914), Mn (r = 0.973), Fe (r = 0.999) and silt (r = 0.956) whereas Mn is positively correlated with Fe (r = 0.936) and sand (r = 0.811); and negatively correlated with silt (r = -0.999) table- 4.30. In the case of Gundlupet area, Mn is positively correlated with pH (r = 0.991), OC (r = 1), N (r = 1), P (r = 0.999), K (r = 0.995), Zn (r = 0.976) and Cu (r = 0.996). A positive correlation is seen between OC and P (r = 0.999) and a negative correlation is seen between EC and silt (r = -0.684). A positive correlation exists between K and Fe (r = 1) Table- 4.31. In the Doddakanya area, OC strongly correlated with P (r =1) and negatively correlated with total N(r = -1). There are significant and fairly strong positive correlations between Zn and Cu (r = 0.999), Zn and sand (r = 0.956), Fe and silt (r = 0.999) as well as P and Mn (r = 0.966) Table- 4.32. In the present study, EC is positively correlated with silt and negatively with clay in the almost soil profiles. According to Joshi et al (1983), the influence of soil parameters on DTPA extractable micronutrients in texturally different soils of arid and semi arid lands and they 152 appeared variable. Based on them the DTPA extractable manganese was influenced positively in coarse textured soils by OC and free manganese and in fine textured soils by iron. The DTPA extractable copper in coarse and medium texture soils appeared related with the OC content. Distributions of trace elements in the semi arid soils of Haryana and their relationship with soil property have been extensively studied by Sangwan and Singh (1993). According to them Mn had significant negative correlation with pH and EC, whereas available Cu is significantly and positively correlated with OC and clay. In the present study total N positively correlated with Zn in the study areas like Chikkahali, Belagula and Gundlupet, whereas in Bettadabidu, Sargur and Doddakanya the correlation was negative. Except in the Chikkahali area, in all other study areas, Zn was highly correlated with cu. In all the soil profiles developed on different bed rocks of the study areas the Mn was positively correlated with Fe. Sims (1986) has studied the soil pH effect on distribution of Mn, Cu and Zn. He demonstrated that soil pH markedly altered distribution of Mn and Zn but had little effect on Cu. Khetawat and Vashishtha (1977) have studied the distribution of micronutrients and their relationship with soil properties in the vineyards of Rajasthan. They have found that available Cu is positively correlated with pH and organic carbon and negatively correlated with calcium carbonate. 153 Table- 4.25: The physico-chemical parameters of the soil samples of the studies area. Area Profile No. Horizons Gravel % Sand % Silt % Clay % Mois. % pH % EC mmhos/cm OC % Chikkahali 1 A B 3 8 22 28 30 32 48 40 3.75 3.75 8 7.6 0.1 0.13 1.2 1.2 Chikkahali 2 Chikkahali 3 Belagula 4 Belagula 5 Bettadabidu 6 Bettadabidu 7 Bettadabidu 8 Sargur 9 Sargur 10 Sargur 11 Sargur 12 Gundlupet 13 Doddakanya 14 C A B C A B C A B C A B C A B C A B C A B C A B C A B C A B C A B C A B C A B C 19 1 5 8 12 17 19 4 11 12 19 19 54 37.5 39 43 27.5 28 30 34 37 39 25.5 59 61 5 21 49.5 4.5 27.5 43.5 3 31 53.5 67 72 74 37.5 39 40 21 40.5 22.5 21 39 35 28 50 40 20.5 46.5 30 34.5 40 38 33 42 40 38 41 41 39 12 40 35 47 46 45 62 49 57 40 43 55 70 44 48 47 45 47 60 46.5 66 63 26 38 36 36 42 40 43.5 32 36 39 42 45 41 44 47 43 46 43 40 53 55 39 41 42 28 39 29 47 43 36 18 39 38 40 46 41 19 13 11.5 16 35 27 36 14 18 39.5 10 38 29.5 21 20 22 17 16 15 16 14 18 48 10 10 14 13 13 10 12 14 13 14 9 12 17 14 13 9 12 3.75 2.5 3.75 4 6.6 7 7 5 5 3.3 6 5 3 10 8 6 12 6 5 10 5 4 9 14 10 19 8 5 4 3 9 5 14 5 5 15 15 2 4 5 7.2 7.8 7.4 7.2 7.5 7.2 7.2 7.9 7.6 7.2 8.2 7.6 7.2 8 7.3 7.2 7.8 7.5 7 7.9 7 6.9 7.6 7.2 7.2 7.5 7.2 7.1 8 7 6.5 8.2 7.7 7.1 8.6 8 7.8 8.2 7.9 7 0.1 0.17 0.1 0.1 0.1 0.1 0.1 0.11 0.1 0.1 0.1 0.1 0.1 0.15 0.13 0.1 0.28 0.18 0.1 0.17 0.13 0.11 0.1 0.15 0.12 0.1 0.1 0.13 0.1 0.1 0.1 0.12 0.15 0.1 0.1 0.1 0.13 0.1 0.11 0.14 0.06 0.72 0.03 nd 0.57 0.1 0.05 0.24 0.09 0.03 0.66 0.03 0.09 0.42 0.1 0.06 0.18 0.08 0.03 0.18 0.08 0.03 0.96 0.12 0.08 0.45 0.24 0.24 0.12 0.18 0.21 0.12 0.3 0.09 0.54 0.15 0.1 0.03 0.03 0.01 154 Table- 4.26: The physico-chemical parameters of the soil samples of the studies area. Area Profile No. Horizon s N Kg/ha Chikkahali 1 Chikkahali 2 Chikkahali 3 Belagula 4 Belagula 5 Bettadabidu 6 Bettadabidu 7 Bettadabidu 8 Sargur 9 Sargur 10 Sargur 11 Sargur 12 Gundlupet 13 Doddakanya 14 A B C A B C A B C A B C A B C A B C A B C A B C A B C A B C A B C A B C A B C A B C 0.64 0.64 0.03 0.36 0.015 nd 0.285 0.005 0.0025 0.012 0.0045 0.0015 0.033 0.0045 0.0015 0.021 0.005 0.003 0.09 0.004 0.0015 0.09 0.004 0.0015 0.48 0.06 0.004 0.0225 0.012 0.012 0.006 0.009 0.0105 0.006 0.015 0.0045 0.027 0.0075 0.005 0.015 0.015 0.0005 155 P Kg/h a 4 2 2 32 2 2 4 2 2 2 2 2 1 2 2 2 1 1 3 2 2 3 2 1 3 4 3 2 2 2 2 2 2 2 2 6 17 6 4 3 2 1 K Kg/h a 91 18 9 45 9 6 118 16 9 45 9 9 36 9 9 155 12 9 91 10 9 100 8 8 55 82 9 73 9 9 73 9 9 100 109 9 73 9 8 9 6 6 Zn PPM Cu PP M 0.3 0.94 0.9 1.82 0.8 0.23 0.53 0.23 0.3 0.11 0.27 0.08 0.14 1.61 0.12 1.45 0.08 1.32 1.58 1.75 0.11 0.34 0.54 0.42 2.5 2.54 0.53 0.81 0.16 0.82 0.33 0.63 0.26 0.35 0.18 0.12 0.036 0.81 0.027 0.65 0.015 0.52 0.19 0.73 0.13 0.54 0.08 0.38 0.04 0.66 0.47 1.25 0.6 2 0.3 2.33 0.47 1.7 0.82 2.02 0.84 3.14 0.3 1.57 0.55 0.29 0.53 1.77 0.4 1.93 0.19 0.43 0.35 1.53 0.02 0.42 0.06 0.4 0.94 0.54 0.53 0.32 0.21 0.17 Mn PP M 3.7 7.2 4.5 2.09 0.42 0.3 6.4 5.3 3.7 6.37 2.75 2.96 11.3 1.75 7.85 19.9 12.3 9 21.1 19.7 7.6 19.5 17.2 13.7 6.88 20.4 16.2 14.4 10.8 9.37 19.4 8.94 1.29 15.6 11.8 1.59 15.8 6.47 5.2 6.68 6.3 4.7 Fe PP M 3.15 11.3 5.52 2.78 1.78 1.45 4.73 3.2 2.7 3.27 2 5.27 4 5.78 5.5 8.34 7.5 5.2 6.92 4.6 3.1 7.07 6.2 4.2 7.65 9.23 12.6 6.66 7.46 5.24 20.4 7.39 6.87 5.98 4.61 6.79 10.4 3.17 3.2 11 5 2.5 Table- 4.27: Pearson’s co-efficient of correlation for soil parameters of Chikkahali area. pH pH Pearson Correlation Sig. (2-tailed) 1 EC Pearson Correlation Sig. (2-tailed) OC Pearson Correlation Sig. (2-tailed) N Pearson Correlation Sig. (2-tailed) P Pearson Correlation Sig. (2-tailed) K Pearson Correlation Sig. (2-tailed) Zn Pearson Correlation Sig. (2-tailed) Cu Pearson Correlation Sig. (2-tailed) Mn Pearson Correlation Sig. (2-tailed) Fe Pearson Correlation Sig. (2-tailed) .115 .927 .918 .260 .906 .278 .115 .927 .470 .688 .510 .659 -.583 .604 -.706 .501 .-832 .374 -.742 .468 .300 .806 .258 .834 Sand Pearson Correlation Sig. (2-tailed) Silt Pearson Correlation Sig. (2-tailed) Clay Pearson Correlation Sig. (2-tailed) EC OC N P K Zn Cu Mn Fe 1 -.289 1 .813 -.316 1* 1 .795 .018 1* -.289 -.316 .813 .795 -.931 -.081 -.053 .238 .949 .966 .913 .126 .098 .268 .919 .937 -.874 -.212 -.184 .323 .864 .882 -.785 -.366 -.340 .426 .761 .779 .647 -.543 -.519 .552 .635 .653 .581 -.947 -.956 .606 .207 .190 .982 -.103 -.131 .121 .934 .916 -.930 .621 .643 .240 .574 .556 *.Correlation is significant at the 0.01 level (2-tailed) 1 -.931 1 .238 .913 -.999** 1 .268 .029 -.874 .991 -.996 1 .323 .084 .05 -.785 .957 .969 .987 1 .426 .187 .158 .103 -.647 .881 -.902 .936 .980 1 .552 .314 .285 .230 .127 .581 -.243 .198 -.112 .049 246 .606 .844 .873 .928 0.969 .842 .982 .983 .974 .950 .888 .779 .121 .117 .147 .202 .305 .431 -.930 .731 .699 .635 .502 .321 .240 .478 .507 .562 .665 .794 **.Correlation is significant at the 0.05 level (2-tailed) 156 Table- 4.28: Pearson’s co-efficient of correlation for soil parameters of Belagula area. pH pH Pearson Correlation Sig. (2-tailed) 1 EC Pearson Correlation Sig. (2-tailed) OC Pearson Correlation Sig. (2-tailed) N Pearson Correlation Sig. (2-tailed) P Pearson Correlation Sig. (2-tailed) K Pearson Correlation Sig. (2-tailed) Zn Pearson Correlation Sig. (2-tailed) Cu Pearson Correlation Sig. (2-tailed) Mn Pearson Correlation Sig. (2-tailed) Fe Pearson Correlation Sig. (2-tailed) 0 1 .965 .170 .986 .106 -.866 .333 .721 .488 .991 .084 .987 .103 .996 .056 .993 .077 -.551 .629 .189 .879 .619 .575 Sand Pearson Correlation Sig. (2-tailed) Silt Pearson Correlation Sig. (2-tailed) Clay Pearson Correlation Sig. (2-tailed) EC OC N P K Zn Cu Mn Fe 1 -.264 .830 -.165 .894 .500 .667 .693 .512 .132 .916 .161 .897 -.088 .944 .120 .923 -.835 .371 .982 .121 .786 .425 1 .995 .064 -.967 .163 .512 .658 .921 .254 .910 .273 .984 .114 .926 .247 -.311 .799 -.077 .951 .389 .745 1 -.937 1 .228 .596 -.277 .593 .821 .956 -.793 .190 .417 .947 -.744 .208 .436 .997 -.907 .050 .277 .959 -.800 .183 .410 -.405 .060 .734 .962 .024 .327 .985 .788 .480 -.143 .681 .909 *Correlation is significant at the 0.01 level (2-tailed) 1 .806 1 .404 .823 1* 1 .385 .019 .657 .976 .969 1 .544 .140 .159 .799 1* .999** .978 1 .411 .007 .026 .133 -.976 -.656 .678 -.475 -.647 .141 .545 .526 .685 .552 .817 .317 .344 .102 .306 .391 .795 .776 .935 .802 .991 .717 .737 .547 .709 .088 .491 .473 .632 .499 **.Correlation is significant at the 0.05 level (2-tailed) 157 Table- 4.29: Pearson’s co-efficient of correlation for soil parameters of Bettadabidu area. pH pH Pearson Correlation Sig. (2-tailed) 1 EC Pearson Correlation Sig. (2-tailed) OC Pearson Correlation Sig. (2-tailed) N Pearson Correlation Sig. (2-tailed) P Pearson Correlation Sig. (2-tailed) K Pearson Correlation Sig. (2-tailed) Zn Pearson Correlation Sig. (2-tailed) Cu Pearson Correlation Sig. (2-tailed) Mn Pearson Correlation Sig. (2-tailed) Fe Pearson Correlation Sig. (2-tailed) -.929 .242 .866 .333 -.866 .333 -.866 .333 .924 .250 -.165 .894 -.999** .041 -.721 .488 -.851 .352 -1* Sand Pearson Correlation Sig. (2-tailed) Silt Pearson Correlation Sig. (2-tailed) Clay Pearson Correlation Sig. (2-tailed) EC OC N P K Zn Cu Mn Fe 1 . .978 .135 .721 .488 -.240 .846 -.091 .942 1 1 -.619 .575 .619 .575 .619 .575 -.715 .492 .520 .652 .903 .283 .926 .246 .985 .110 .929 .242 -.500 .143 .667 .909 .756 -.459 .454 .696 1 -1* 1 -1* 1* 1 .992 .083 .350 .772 -.896 .293 -.277 .821 -.474 .686 -.866 .333 -.866 .333 .982 .121 -.992 .083 -.350 .772 .896 .293 .277 .821 .474 .686 .866 .333 .866 .333 -.982 .121 -.992 .083 -.350 .772 .896 .293 .277 .821 .474 .686 .866 .333 .866 .333 -.982 .121 *.Correlation is significant at the 0.01 level (2-tailed) 1 .225 .855 -.946 .210 -.400 .738 -.584 .603 -.924 .250 -.794 .416 .949 .204 1 .102 .935 .803 .407 .659 .542 .165 .894 -.771 .439 .521 .651 1 .675 .529 .815 .393 .998 .041 .554 .626 -.796 .414 .851 .352 -.030 .981 -.299 .807 **.Correlation is significant at the 0.05 level (2-tailed) 158 Table- 4.30: Pearson’s co-efficient of correlation for soil parameters of Sargur area. pH pH Pearson Correlation Sig. (2-tailed) 1 EC Pearson Correlation Sig. (2-tailed) OC Pearson Correlation Sig. (2-tailed) N Pearson Correlation Sig. (2-tailed) P Pearson Correlation Sig. (2-tailed) K Pearson Correlation Sig. (2-tailed) Zn Pearson Correlation Sig. (2-tailed) Cu Pearson Correlation Sig. (2-tailed) Mn Pearson Correlation Sig. (2-tailed) Fe Pearson Correlation Sig. (2-tailed) .721 .488 -.961 .179 -.961 .179 .240 .845 .721 .488 .629 .567 -.175 .888 .457 .698 .199 .872 .891 .300 -.513 .657 -.721 .488 Sand Pearson Correlation Sig. (2-tailed) Silt Pearson Correlation Sig. (2-tailed) Clay Pearson Correlation Sig. (2-tailed) EC OC N P K Zn Cu Mn Fe 1 -.500 1 .667 -.500 1* 1 .667 -.500 -.500 -.500 1 .667 .667 .667 1* -.500 -.500 -.500 .667 .667 .667 -.085 -820 -820 .905 .946 388 388 .279 -.809 -.105 -.105 .914 .400 .933 .933 .267 -.288 .686 .686 .973 .814 .519 .519 .148 -.536 -.463 -.463 .999** .640 .693 .693 .027 .327 -.982 -.982 .655 .788 .121 .121 .546 .225 .731 .731 .956 .856 .478 .478 .189 -1* .500 .500 .500 .667 .667 .667 *.Correlation is significant at the 0.01 level (2-tailed) 1 -.085 .946 -.809 .400 -.288 .814 -.536 .640 327 .788 .225 .856 -1* 1 .655 .546 .979 .131 .887 .306 .914 .267 -.990 .090 085 .946 1 .796 1 .414 .930 .936 1 .240 .174 .291 .811 .622 .812 .398 .572 -.755 -.999** -.943 .455 .041 .215 .809 .288 .536 .400 .814 .640 **.Correlation is significant at the 0.05 level (2-tailed) 159 Table- 4.31: Pearson’s co-efficient of correlation for soil parameters of Gundlupet area. pH pH Pearson Correlation Sig. (2-tailed) 1 EC Pearson Correlation Sig. (2-tailed) OC Pearson Correlation Sig. (2-tailed) N Pearson Correlation Sig. (2-tailed) P Pearson Correlation Sig. (2-tailed) K Pearson Correlation Sig. (2-tailed) Zn Pearson Correlation Sig. (2-tailed) Cu Pearson Correlation Sig. (2-tailed) Mn Pearson Correlation Sig. (2-tailed) Fe Pearson Correlation Sig. (2-tailed) -.693 .512 .990 .088 .990 .088 .995 .063 .974 .146 .938 .225 .974 .145 .991 .084 .970 .157 -.240 .846 -.051 .967 .911 .270 Sand Pearson Correlation Sig. (2-tailed) Silt Pearson Correlation Sig. (2-tailed) Clay Pearson Correlation Sig. (2-tailed) EC OC N P K Zn Cu Mn Fe 1 . .994 .072 -.110 .930 -.183 .883 .849 .355 1 1 -.587 1 .600 -.587 1* 1 .600 -.619 .999** .999** 1 .575 .025 .025 -.512 .996 .996 .992 1 .658 .058 .058 .083 -.401 .977 .977 .968 .992 1 .738 .137 .137 .162 .079 -.513 .996 .996 .992 1* .992 1 .657 .056 .056 .081 .001 .081 -.592 1* 1* .999** .995 .976 .996 .597 .004 .004 .021 .061 .141 .060 .497 .994 .994 .989 1* .994 1* .669 .068 .068 .094 .011 .069 0.12 .866 -.104 -.104 -.143 -.013 .111 -.015 .333 .934 .934 .909 .991 .929 .990 -.684 -.189 -.189 -.150 -277 -.394 -.275 .520 .879 .879 .904 .822 .742 .823 -.929 .846 .846 .866 .794 .712 .795 .242 .358 .358 .333 .416 .495 .415 *.Correlation is significant at the 0.01 level (2-tailed) 004 .998 -.298 .811 .783 .427 **.Correlation is significant at the 0.05 level (2-tailed) 160 Table- 4.32: Pearson’s co-efficient of correlation for soil parameters of Doddakanya area. pH pH Pearson Correlation Sig. (2-tailed) 1 EC Pearson Correlation Sig. (2-tailed) OC Pearson Correlation Sig. (2-tailed) N Pearson Correlation Sig. (2-tailed) P Pearson Correlation Sig. (2-tailed) K Pearson Correlation Sig. (2-tailed) Zn Pearson Correlation Sig. (2-tailed) Cu Pearson Correlation Sig. (2-tailed) Mn Pearson Correlation Sig. (2-tailed) Fe Pearson Correlation Sig. (2-tailed) .038 .976 .971 .154 -.971 .154 .971 .154 .693 .512 .939 .224 .925 .248 .995 .066 .344 .777 .196 .058 .277 .821 -.885 .309 Sand Pearson Correlation Sig. (2-tailed) Silt Pearson Correlation Sig. (2-tailed) Clay Pearson Correlation Sig. (2-tailed) EC OC N P K Zn Cu Mn Fe 1 .277 .821 -.277 .821 .277 .821 -.693 .512 -.309 .800 -.344 .776 .142 .909 .952 .199 -.052 . 967 .971 .154 .500 .667 1 -1* 1 1* -1* 1 .500 .667 .828 .379 .807 .403 .990 .088 .559 .622 .945 .212 .500 .667 -.971 .154 -.500 .667 -.828 .379 -.807 .403 -.990 .088 -.559 .622 -.945 .212 -.500 .667 .971 .154 .500 .667 .828 .379 .807 .403 .990 .088 .559 .622 .945 .212 .500 .667 -.971 .154 *.Correlation is significant at the 0.01 level (2-tailed) 161 1 .899 .288 .915 .264 .615 .579 -.438 .711 .756 .454 -.500 .667 -.277 .821 1 .999** .024 .898 .290 -.001 .999 .966 .166 -.071 .955 -.670 .533 1 .880 .314 -.039 .975 .956 .190 -.109 .931 -.641 .557 1 .440 1 .710 .981 .257 .124 .834 .376 .999** .755 .045 -.928 -.742 .243 .468 **.Correlation is significant at the 0.05 level (2-tailed)
© Copyright 2026 Paperzz