In this present study focused on delineation of agricultural regions based on their different kind of components such as demark the crop wise net sown are, crop combination and crop concentration regions, crop diversification regions.
Taluk-wise analysis of net sown area in Chamarajanagar district 2016-17
In the present analysis in the period 2016-17 Food Grains has been occupied large share of net sown area in all the four taluks of the study region. Taluk wise share of net sown area are as follows:
Chamarajanagara taluk
Food grains are occupied large share of net sown area among the taluk that is 41.86 per cent followed by pulses-23.48 per cent, jowar-10.38 per cent, fruits-4.64 per cent, maize-4.51 per cent, vegetables-4.16 per cent, oilseed-3.88 per cent, sugarcane-3.09 per cent, ragi-1.78 per cent, paddy -1.70 per cent and cotton-0.50 per cent. This shown in Table 1.
Gundlupet taluk
In this taluk food grains has occupied 28.33 percentage of net sown area and it is stand in first position among the crops. Oilseed has occupied second position with per cent of 21.66 followed by pulses (15.12 per cent), jowar (11.34 per cent), cotton (10.12 per cent), vegetables (8.23 per cent), ragi (1.01 per cent), maize (0.85 per cent), cotton (0.09 per cent) and paddy (0 per cent).
Kollegala taluk
In Kollegalataluk among the eleven crops food grains are the main dominant crop because it has large share of net sown area
i.
e., 45.38%. Other than this crop maize has second share of net sown area with 22.73 per cent. Pulses have 10.85%, ragi has 6.17%, paddy has 5.53 per cent, vegetable has 2.66%, Cotton has 1.91%, oilseed has 1.63% and jowar has 0.01 per cent of net sown area.
Yalandur taluk
In Yalandurtaluk also food grains (40.91%) are stands in first position among the crops, followed by paddy (16.43%), pulses (15.74%), sugarcane (12.07%), maize (6.21%), fruits (4.45%), ragi (2.53%), vegetables (1.60%) and oilseed (0.05%). This shown in Chart 1.
Taluk-wise analysis of crop combination regions 2016-17
Crop combination is a dynamic concept
(Weaver, 1954) the study of crop combination regions is an important aspect because it provides the good basic information
(Singh and Dhillon 1984) of the agricultural regionalization. It is a scientific device to study the existing spatial relationship of crops in association with each other in agricultural geography. Weaver’s Minimum Deviation
(Hussain 1996) method has applied for delineate the crop combination regions. He was the first geographer who was used statistical technique to show the crop combination in the field of agricultural geography. In this method Weavers has been used Standard Deviation and their percentage of net sown area. All these are explained below:
Standard deviation
Where,
d = is the differences between the actual crop percentage and the appropriate percentage in the theoretical curve.
n = no. of crop in a given combination.
According to weaver’s method in Chamarajanagara food grains is the main dominant crop. Based on the minimum deviation method different combination of crops has been identified in all the taluks of the study region. Such as eleven crops combination has been found in Chamarajanagara taluk, six crop combinations has been identified in two taluks they are Gundlupet and Kollegala taluk, five crop combination crops were grown in Yalandur taluk. Among the taluks eleven crops is the highest crop combination in the study region. In the study region there is monoculture found among the taluks and also not found of two, three, four, seven, eight, nine and ten crop combinations. Only they are grown five, six and eleven combinations of crops. Talukwise crop combinations shown in the Map 2 and Table 2.
Talukwise crop concentration in Chamarajanagara district 2016-17
“The variation in the density of any crop in an area or region at a given point of time” is known as crop concentration. Crop concentration
(Bhatia, 1965) is mainly depends on its terrain, temperature, moisture and other climatic conditions. The study of crop concentration is helps to analyze the distribution of crops of a region, there are many geographers were used techniques to delineate the crop concentration regions. S S Bhatia’s Location Quotient method is adapted to our study of crop concentration. This expressed as follows:
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)
According to Batia’s Location Quotient value crop concentration regions has been classified into three categories they are:
• High Concentration- 0-0.5.
• Medium Concentration -0.6-1.1.
• Low Concentration - >1.1.
Taluk wise pattern of crop concentration of Chamarajanagara district are as follow
The spatial variations in the degree of crop concentration
(Samundeeswari and Srinivasan 2018) area are found to be the result of the different interaction
(Pradeep Kumar, 2015) such as physiographic, climatic, hydrological, socio-economic and technological factors
(Ramesh Chand and Raju, 2009) in organizational of an area. Pattern of crop concentration is shown in Table 3 and taluk wise crop concentration of the study region is follows below:
Chamarajanagara taluk
In this taluk jowar, ragi, pulses, food grains, sugarcane and fruits are highly concentrate, paddy, vegetables has medium concentration and maize, oil seed, cotton has low concentration 2016-17.
Gundlupet taluk
Jowar, ragi, fruits, vegetables and cotton crops are the highly concentrate in this taluk. Pulses, food grains, oil seed has medium concentration, paddy, sugarcane, maize has less concentration.
Kollegala taluk
In this taluk highly concentrate crops are paddy, ragi, oil seed and maize, medium concentrated crops are pulses, food grains, fruits, vegetables, less concentrated crops are jowar, sugarcane, cotton.
Yalandur taluk
Paddy, ragi, food grains, sugarcane, oil seed, fruits are highly concentrated, pulses, maize are medium level concentrated, Jowar, vegetables, cotton crops has less concentrated in this taluk.
Taluk wise analysis of crop diversification 2016-17
Crop diversification is opposite to crop specialization
(Chand and Chauhan 2002). Diversification is varies from region to region along with time period. Diversified crops were influenced
(Ali, 2005,
Singh and Singh 2013) by the soil types, amount of rainfall, availability of irrigation facilities and accessibility of the arable land and using of technology
(Dassand Mili, 2012) by the farmers and also depend on the geo-climatic and socio-economic conditions. Higher the level of technology
(Thorat, 2007) there is lesser the degree of diversification.
Gibbs and Martin Index of crop diversification
(Datta, 2012,
Shyani and Pandya 1998,
Vyas, 1996 and
Das and Mill 2012) have been adapted to our study to show the degree of crop diversification in each taluk of the district. Index of crop diversification
(Chand and Chauan 2002) formula as show below:
Where,
x = Percentage of the total cropped area occupied by each crop or Hectare under individual crop.
Based on diversification value diversified regions
(Choudhury et al., 2013) has been classified into three categories to show the degree of crop diversification on map.
They are as follows:
• High Level of Diversification
• Medium Level of Diversification
• Low Level of Diversification
In the year 2016-17 High level of crop diversity was found in Gundlupet taluk, Medium level of crop diversity of crops found in two taluks namely Chamarajanagara and Yelandur taluk. Low level of crop diversity was noticed in Kollegal taluk.it is depicted on Map 3,4 and Table 4.