Research Article Profitability estimation of rice varieties in wheat-rice cropping pattern in Agro ecological zone of Gujranwala

Similar documents
Economic Analysis Based on Benefit Cost Ratio Approach for Rice Varieties of Malakand Division

ECONOMIC COMPARISON OF DIRECT SEEDED AND TRANSPLANTED RICE: EVIDENCES FROM ADAPTIVE RESEARCH AREA OF PUNJAB PAKISTAN ABSTRACT

Research Article Ridge sowing technique: A new crop establishment technique for wheat in rice-wheat cropping system of northern Punjab

Azarian Journal of Agriculture

Factors Affecting Cotton Production in Pakistan: Empirical Evidence from Multan District

Role of Agricultural Services Providers (ASPs) in enhancing the productivity of crops in District Faisalabad

Costs Benefit Analysis of Different Rice Varieties in District Swat

Azarian Journal of Agriculture

Analysis of Economic Efficiency and Competitiveness of the Rice Production Systems of Pakistan s Punjab

Comparative Advantage and Competitiveness of Wheat Crop in Pakistan. Sofia Anwar, Zakir Hussain, M. Siddique Javed *

EFFECT OF VARIOUS FACTORS ON WHEAT PRODUCTION

EFFECT OF PHOSPHORUS APPLICATION ON WHEAT AND RICE YIELD UNDER WHEAT- RICE SYSTEM

CRS CROP BULLETIN CROPS SITUATION SEPTEMBER,2014 SUMMARY

Economic Analysis of Hybrid Maize Cultivation in Distt; Naushahro Feroze, Sindh, Pakistan

Pakistan Basmati Agricultural Practices Leading to Semi-Organic Productions. Samee Ullah Naeem

"Depanment of Agricultural Economics INTRODUCTION

Impact of national food security mission-pulses on legumes production performance in Punjab, India

AN INVESTIGATION INTO MARKETING CHANNELS AND MARGINS OF RICE IN DISTRICT MALAKAND

An empirical study on farmers knowledge and adoption of improved paddy cultivation practices

WATER AND ENERGY INPUTS FOR WHEAT PRODUCTION UNDER PERMANENT RAISED BEDS

Agriculture Update 12 TECHSEAR RAVI SHREY, S.H. KAMBLE, CHANDRESH DHURWEY AND GOPAL KRISHNA ACHARYA OBJECTIVES

Economic Analysis of Cotton Cultivation Under Agro-Climatic Conditions of District Muzaffargarh

IMPACT OF GROUND WATER ON WHEAT PRODUCTION IN DISTRICT JHANG, PUNJAB, PAKISTAN

Climate Change Impact on Paddy Farming in Erode and Tiruchirapalli Districts of Tamil Nadu

BENEFIT COST ANALYSIS OF THE MAIZE CROP UNDER MECHANIZED AND TRADITIONAL FARMING SYSTEMS IN THE NWFP

International Journal of Commerce and Business Management. Volume 8 Issue 2 October, RESEARCH PAPER

POLICY INCENTIVES FOR COTTON PRODUCTION IN PAKISTAN

COMPARATIVE RESPONSE OF DIVERSE RICE VARIETIES TO GREEN MANURING (Sesbania aculeata)

Comparison Between Traditional And Improved Method of Paddy Cultivation for Doubling Farmers Income

CROP BULLETIN CONTENT

CROP BULLETIN CONTENT

Azarian Journal of Agriculture

A Study on the Energy use Pattern and Cost of Production under Transplanted Paddy Production System in Chhattisgarh, India

Economic Analysis of Tobacco Profitability in District Swabi

Pakistan Journal of Life and Social Sciences. Pak. j. life soc. sci. (2009), 7(1):25-30

Dr Muhammad Anjum Ali DGA(Ext &AR) Punjab

CROP BULLETIN CONTENT

Research Note AN ANALYSIS OF TECHNICAL EFFICIENCY OF RICE FARMERS IN PAKISTANI PUNJAB. Munir Ahmad Muhammad Rafiq Asgar Ali ABSTRACT

Package of Practices Followed by Farmers and its Effect on Wheat Yield in District Kapurthala

Pak. j. life soc. Sci. (2011), 9(2): Pakistan Journal of Life and Social Sciences

ROLE OF EXTENSION SERVICES ON THE FARM PRODUCTIVITY OF DISTRICT SWAT (A CASE STUDY OF TWO VILLAGES)

PAKISTAN MARKET MONITORING BULLETIN

TRAINING NEEDS ASSESSMENT OF WHEAT GROWERS REGARDING QUALITY WHEAT SEED PRODUCTION ABSTRACT

PROFIT MAXIMIZING LEVEL OF POTASSIUM FERTILIZER IN WHEAT PRODUCTION UNDER ARID ENVIRONMENT

CRS CROP BULLETIN CROPS SITUATION MAY,2015 SUMMARY. 1 CRS, Pb. Crop Bulletin June 2015-Vol-II, Issue 6, Serial # 18

COSTS OF PRODUCTION AND MARKETING OF PEACH IN SWAT KHYBER PAKHTUNKHWA

FORECAST MODELS FOR SUGARCANE

Maize Production Viability-A Study of Economics, Constants and Policy Implications for Eastern Uttar Pradesh, India

Supply Response of Basmati Rice: Evidence from Pakistan

ECONOMIC PROFILE OF RICE CULTIVATION IN PUNJAB

Agronomic performance of mash bean as an intercrop in sesame under different planting patterns

STATISTICS ON WORLD PRODUCTION, EXPORT, IMPORT, PRICES AND UTILIZATION OF RICE: REPORT COMPILED BY: IQRA JUNEJO

Crop Mask for Sugarcane, Rice and Cotton Crops in Punjab & Sindh, Pakistan

Growth, Instability and Price Flexibility of Major Pulses in Pakistan

Aptitudes of Pakistani Rice Industry with Respect to Global Trade

Comparative Advantage of Major Crops Production in Punjab: An Application of Policy Analysis Matrix

Sarhad J. Agric, Vol. 26, No.4, FARMERS FIELD SCHOOLS AN ALTERNATIVE EXTENSION STRATEGY TO BENEFIT RESOURCE POOR FARMERS IN KP

EFFECT OF FARMERS CHARACTERISTICS ON ONION YIELD

Productivity, Profitability and Economic Viability of a Diversified Farm in Faridkot District of Punjab, India

Cost of cultivation and resource use efficiency of major rabi crops in vidisha district of Madhya Pradesh

Development of Irrigation and Its Impact on Agriculture in Punjab: to

RESPONSE OF MAIZE VARIETIES TO PHOSPHORUS AND POTASSIUM LEVELS

Economic Assessment of Sugarcane Production and Its Marketing Constraints in Sindh, Pakistan

Policy Reforms & Analysis of Wheat Procurement System in Punjab, Pakistan.

EVALUATION OF MAIZE S 2 LINES IN TEST CROSS COMBINATIONS I: FLOWERING AND MORPHOLOGICAL TRAITS

Field Problems in Direct-Seeded Rice Using Drumseeder -- and Solutions

EFFECT OF FOLIAR APPLICATION OF ZINC SULPHATE AND THIOUREA ON PRODUCTIVITY OF WHEAT (TRITICUM AESTIVUM L.) IN DAUSA DISTRICT OF RAJASTHAN, INDIA

Demonstration and Evaluation of the Effect of Different Irrigation Levels and Water Use Efficiency on the Growth and Yield of Wheat

Dec RICE Sector Study

STUDY ON AGRONOMICALLY AND ECONOMICALLY DOMINANT CROPPING PATTERNS IN SOME SELECTED AREAS OF BARISAL DISTRICT. Abstract

Nature and Science 2018;16(10) Response of Wheat to Bio-compost (BC) along with Inorganic Fertilizer (NPK)

Technical Efficiency Analysis of Wheat Farms in the Punjab, Pakistan: DEA Approach

IMPACT OF RECOMMENDED TECHNOLOGY IN COWPEA CULTIVATION IN SIKAR DISTRICT OF ZONE II-A OF RAJASTHAN

Factors Associated with Sorghum Cultivation under Rice Fallows. R.R. Chapke 1, Sujay Rakshit 2, J.S. Mishra 3 and J.V.

VARIABILITY IN WATER USE, CROP WATER PRODUCTIVITY AND PROFITABILITY OF RICE AND WHEAT IN RECHNA DOAB, PUNJAB, PAKISTAN ABSTRACT

Direct seeded rice: purely a site specific technology

An Economic Analysis of Production and Marketing of Ginger in Bilaspur District of Chhattisgarh, India

RESPONSE OF TWO RICE VARIETIES VIZ., KHUSHBOO-95 AND MEHAK TO DIFFERENT LEVELS OF BORON

CHAPTER I 1.1 Introduction

Pearl millet ( Pennisetum typhoids) belongs to the

Climate Change Impacts On Soil Resources And Crop Productivity: A Case Study Of District Jacobabad, Sindh, Pakistan

Water use efficiency and economic feasibility of growing rice and wheat with sprinkler irrigation in the Indus Basin of Pakistan

SINGLE SUPER PHOSPHATE

The farmer should answer the questions for their rice field for the season they desire a fertilizer recommendation.

An economic analysis of winter vegetables production in some selected areas of Narsingdi district

Sugarcane and cotton are the two major cash crops. Research Article

Cost of cultivation of sugarcane crop in Meerut district of Uttar Pradesh

Usman, J. Department of Agricultural Economics and Extension Adamawa State University, Mubi, Nigeria

An economic analysis of production of sugarcane under different method of irrigation in Durg division of Chhattisgarh

PRODUCTIVITY AND ECONOMIC ANALYSIS OF FRONT LINE DEMONSTRATIONS ON WHEAT IN DAUSA DISTRICT, RAJASTHAN, INDIA

Maize in Pakistan An Overview

EFFECT OF DIFFERENT SOWING TECHNIQUES AND MULCHES ON THE GROWTH AND YIELD BEHAVIOR OF SPRING PLANTED MAIZE (ZEA MAYS L.)

Muhammad Sajid Khattak 3 and Tahir Farid 4. Research Article. Greener Journal of Agricultural Sciences

Impact of Border Strip and Flood Method of Irrigation on Wheat Cultivation in the Malaprabha Command Area of Karnataka

Punjab Basmati Rice: A Need to Explore its Production and Export Potential

SWOT Analysis of Agriculture Sector of Pakistan

Chapter Eight Problems of Ginger Cultivation

CROP BULLETIN CONTENT

Performance of Wheat Varieties under Late and Very Late Sowing Conditions

RAJ KUMAR, S.S. CHAHAL, J.M. SINGH AND RAM SINGH

Transcription:

International Journal of Advanced Multidisciplinary Research (IJAMR) ISSN: 2393-8870 www.ijarm.com Research Article Profitability estimation of rice varieties in wheat-rice cropping pattern in Agro ecological zone of Gujranwala Muhammad Tahir Latif 1*, Falak Sher 1, Muzzammil Hussain 1, Mazher Farid Iqbal 2, Masood Qadir Waqar 3 and Muhammad Anjum Ali 4 Adaptive Research Farm, Gujranwala 1 Adaptive Research Station, Sialkot 2 Directorate of Agriculture (A.R.) Punjab-Lahore 3 Directorate General of Agriculture (Ext. and A.R.) Punjab Lahore 4 *Corresponding Author Abstract Keywords Rice, profitability, varieties, Gujranwala. The study was conducted to estimate the profitability of different rice varieties in wheat-rice cropping pattern in three districts (Gujranwala, Sialkot and Hafizabad due to their highest share of paddy in Punjab, Pakistan) to determine the most viable and profitable varieties. A field survey was made by randomly selecting seventy two farmers. Factors like land rent, irrigation cost, fertilizer expenses, land preparation and transplanting costs were highly contributing as 34, 31, 9, 7 and 6 percent share in total cost for producing of paddy crop. The maximum net returns per hectare was recorded by fine rice variety PS-2 (Pakistan Selection Two) i.e. (Rs. 29752 and Rs. 80140 if avoid the land rent factor) claiming highest BCR (1.20 and 1.82 if excluding land rent) followed by fine variety Basmati 515, supper basmati and coarse variety PK-386 (Pakistan-386). Introduction Rice is an important food and cash crop being second staple food grain crop of Pakistan after wheat and major source of foreign exchange earnings after cotton. Rice accounts 3.1 percent of the value added in agriculture and 0.7 percent in GDP. During July-March 2013-14, rice was cultivated on an area of 2789 thousand hectares being 20.8 percent more than last year s area (2309 thousand hectares). The production stood at 6798 thousand tonnes, against the target of 6200 thousand tonnes. The rice area increased due to lucrative market prices received during 2012-13 which induced the growers to bring more area under cultivation. The production increased due to increase in area while yield remained impressive due to flood, excessive rains splashes, attack of leaf roller and bacterial leaf blight in some cultivated areas (Government of Pakistan, 2014). Pakistani fine rice commonly known as Basmati is world famous and keeps monopoly in the international market, due to its quality characteristics, strong aroma, slender and long kernel, gelatinization, temperature and high degree of grain elongation on cooking. However, the grain yield of basmati 32 rice varieties is very low. In order to remain in the International market, we have to further improve the quality as well as yield of basmati varieties. Rice plays a pivotal role in the agro-based and occupies a prominent position in agricultural economy of Pakistan (Anonymous, 2006). Pakistan has two major rice-producing provinces, namely Punjab and Sindh. Both provinces account for more than 88 percent of total rice production. Punjab due to its agro-climatic and soil conditions is producing 100 percent of Basmati rice in the country. Important rice producing districts in Punjab are Gujranwala, Sheikhupura, Sialkot, Okara, Hafizabad, Mandi Bahaudin Din and Jhang accounting for more than 70 percent of Basmati rice production in the country (Abedullah et al. 2007). The wheat-rice rotation is one of the world s largest agricultural production system and occupies about 14 million hectares of cultivated land in India, Pakistan, Bangladesh and Nepal (Zia et al. 2000). Wheat-rice rotation is very common in northern and some parts of the central Punjab. As with most agricultural commodity markets, the rice market also suffers from the cobweb phenomenon, where price fluctuations are

caused by the time lag between making the decision to cultivate the crop and the ultimate selling of the crop. To decrease the risk faced by farmers from fluctuating prices, the government should set support prices for various varieties of rice (Ahmed et al. 2000). Therefore due to the importance of rice crop in the economy of Pakistan and agro-climatic change overtime, a profitability comparison among rice crop varieties was need of the hour. The study will help the farmers and agriculture economists in terms of recording the cost and revenue parameters in agroecological zone of Gujranwala, Punjab, Pakistan. were collected for different fine and coarse varieties of rice. Economic ratios like net returns and benefit cost ratios of different rice varieties were calculated to find the most profitable rice variety in terms of total and net revenue. More specifically the Benefit Cost Ratio (BCR) for each variety was: BCR = VNR / VTC Where, VNR = Variety net revenue and VTC = Variety total cost of production Materials and Methods The field survey was conducted by the experts of Adaptive Research Farm, Gujranwala to estimate the economic determinants and profitability of mostly grown rice varieties in wheat-rice cropping system. The data was collected by purposively selecting three districts including Gujranwala, Sialkot and Hafizabad during Kharif 2013. The selected districts were claiming the highest productive area of producing rice i.e. 578, 303 and 272 thousand tonnes respectively in Punjab province (Government of Punjab, 2013). To get data from the whole district was lengthy, costly and time consuming procedure. Therefore two tehsils from each selected district were randomly selected. Then from each tehsile, 12 farmers were interviewed by randomly selecting villages and thus collected the total data of 72 farmers. A well designed and pre-tested questionnaire used to collect information from the selected respondents. The questionnaire included close ended and open ended questions in order to check the correct response of respondents. As discussed by Bamberger (2000) there are several benefits of using integrated (i.e. combining quantitative and qualitative methods) approaches in research to have in-depth, rich and meaningful research findings. The data regarding costs involved in each agronomic and plant protection function to increase the income, yield and profit More and more the value of Benefit Cost Ratio more will be the net return. Furthermore, descriptive statistics was also performed by employing SPSS. Results and Discussion In the light of survey, calculated mean values are given below in Table 1. Mostly surveyed farmers were educated by chance having secondary level of education. Mostly farmers were applying irrigations according to crop needs but fertilizer application was below the recommended level. Particularly use of phosphorus was applied in negligible amount (DAP and SSP were applied @ 0.20, 0.26 and 0.09, 0.20 bag per hectare for fine and coarse rice varieties respectively). Similarly use of potash in the form of SSP was @ 0.04 and 0.13 bag/ha. However urea and zinc sulphate in rice was applied significantly. Attack of Bacterial Leaf Blight, Brown Leaf Spot, Borer and Leaf Roller percentage was 12.24, 3.22, 6.31 and 16.52 for fine rice varieties while it was 13.16, 5, 8.26 and 10.26 for coarse rice varieties. Lodging was more observed in coarse varieties than fine varieties. The average days to maturity was recorded as 117 and 97 for fine and coarse rice varieties respectively. Table 1. Descriptive Statistics of field survey information Variables Fine rice varieties Coarse rice varieties Mean Std. Dev. Mean Std. Dev. Education of farmer 8.96 4.29 10.05 1.81 Area of rice variety (ha) 7.48 5.33 46.67 51.01 Seed treatment cost (Rs./ha) 140.70 77.99 146.90 32.65 No. of irrigations/ha 30.88 6.35 34.32 5.52 No. of urea bag/ha 2.54 1.28 2.40 0.67 Price of urea/bag (Rs.) 1921.67 61.14 1931.67 24.07 No. of DAP bag/ha 0.20 0.61 0.26 0.52 Price of DAP/bag (Rs.) 4116.67 160.21 4150.00 57.74 No. of SSP bag/ha 0.09 0.66 0.20 0.46 Price of SSP/bag (Rs.) 1050.00 52.25 1066.67 57.74 33

No. of SOP bag/ha 0.04 0.23 0.13 0.39 Price of SOP/bag (Rs.) 4650.00 70.71 4675.00 35.36 Zinc Sulphate kg/ha 7.81 9.57 10.17 7.09 Cost of Zinc Sulphate/ha 1668.39 403.79 618.21 183.67 Attack of BLB (percent) 12.24 20.40 13.16 8.69 Attack of BLS (percent) 3.22 4.99 5.00 6.46 Attack of Borrer (percent) 6.31 4.21 8.26 3.20 Attack of Leaf Roller (percent) First application cost of pesticide (Rs./ha) Second application cost of pesticide (Rs./ha) if any Fine rice varieties grown in the agro-ecological zone of Gujranwala were Basmati, Basmati-515 and PS-2 with percent distribution of 50, 5 and 45 while coarse 16.52 18.48 10.26 11.36 2612.22 747.24 2161.25 835.91 2805.60 818.32 2442.98 507.69 Lodging in percent 11.58 19.79 22.88 31.82 No. of days to maturity 116.91 6.61 96.84 3.42 Cost of harvesting (Rs.) 5875.07 873.23 5642.00 421.94 Land rent (Rs)/ha 50635 15815.72 48746.18 16808.09 varieties like PK-386, Supri and Fine were recorded as abundantly grown varieties with percent distribution of 60, 36 and 4 (Table 2). Rice yield for Supper Basmati, Basmati 515 and PS-2 was 90.16, 93.04 and 96.33 while for PK-386, Supri and Supper Fine it was 113.07, 114.24 and 107.86 mounds per hectare respectively (Table 3). Table 2: Detail of varieties sown Varieties Fine varieties Coarse varieties Basmati- PS-2 Total PK-386 Supri basmati 515 fine Total Frequency 28 3 25 56 28 17 2 47 Percent 50 5 45 100 60 36 4 100 Table 3: Yield and output price of varieties (mean values) Fine varieties Coarse varieties Name of variety Basmati- PS-2 PK-386 Supri Basmati 515 Fine Yield (Mound/ha) 90.16 93.04 96.33 113.07 114.24 107.86 Standard deviation 13.883 9.351 18.569 12.525 27.384 20.117 Price (Rs./mound) 1898.93 1843.33 1847.32 1386.67 1312.5 1266.67 Standard deviation 297.014 92.916 278.416 66.054 103.078 104.083 The average cost per hectare for all varieties was almost same without any significant difference. The highest total costs of production were Rs. 148200 for PS-2 fine rice variety while lowest was Rs. 133380 for super fine coarse rice variety. The mean cost of all the varieties per hectare were as land preparation (Rs.10374 ), raising nursery (Rs.5842), transplanting (Rs.7904), fertilizer expenses 34 (Rs.13978), irrigation applications (Rs.46302), weedicides (Rs.1359), pesticides (Rs.2791), harvesting and thres hing (Rs.6086), land rent charges (Rs.49400) and management/other expenses (Rs.4545). The recorded costs were higher compared to per hectare cost computed by Hussain et al. (2000) and others due to the increasing trend of prices of inputs over time. The mean percent share

distribution of factors of production in total cost of production for all the varieties was also estimated. Factors like land rent, irrigation, fertilizer, land preparation, transplanting, raising nursery, harvesting and threshing, Land rent prevailing 34% Management for Six months 2% pesticides, management and weedicides were contributing 34, 31, 9, 7, 6, 4, 4, 2, 2 and 1 percent in total cost of production respectively (Figure 1). Figure 1: Percent Share in Total Cost of Production Land preparation 7% Raising nursery 4% Transplanting 6% Fertilizer 9% Harvesting and threshing 4% Pesticides 2% Weedicides 1% Irrigations 31% The maximum net returns per hectare was obtained by fine variety PS-2 (Rs. 29752 and Rs. 80140 if avoid the land rent factor while Rs. 126082 if ignore the irrigation charges) claiming highest BCR (1.20 and 1.82 excluding land rent while 3.43 excluding irrigation cost) followed by fine variety Basmati 515, supper basmati and coarse variety PK- 386. While the minimum net returns per hectare was recorded by coarse rice variety super fine (Rs. 3243 and Rs. 48592 avoiding the land rent factor while Rs. 89940 if ignore irrigation charges) claiming lowest BCR value (1.02 and 1.55 excluding land rent while 2.93 if ignore irrigation charges) (Table 4 and Figure 2). Table 4: returns and BCR s of rice varieties Excluding land rent and Including land rent Excluding land rent Gross irrigation cost Name of variety Income TC BCR TC BCR TC BCR 171208 146965 24243 1.16 96997 74211 1.77 51438 119770 3.33 Basmati Fine Basmati varieties 171503 147212 24291 1.17 97160 74343 1.77 51524 119979 3.33 515 PS-2 177952 148200 29752 1.20 97812 80140 1.82 51870 126082 3.43 PK-386 156791 138814 17977 1.13 91617 65174 1.71 48585 108206 3.23 Coarse Supri 149940 138320 11620 1.08 91291 58649 1.64 48412 101528 3.10 varieties Fine 136623 133380 3243 1.02 88031 48592 1.55 46683 89940 2.93 35

Conclusion Land rent and irrigation expenses were the two main factor components (34% and 31% share in total cost of production) for profitability of rice varieties. In agroclimatic zone of Gujranwala, Punjab, Pakistan where canal water is excessive and there is less need of tube well irrigation, there the rice is the most profitable crop among all other major crops. However it is concluded that the profitability of fine rice varieties is more than coarse varieties due to the higher price besides less yield level. However the choice of variety should depend on environment, planting date, quality, marketing and harvest scheduling rather traditional methods. Therefore government should arrange extension services programs to overcome this problem. References Abedullah, S. Kouser and M. Khalid. 2007. Analysis of technical efficiency of rice production in Punjab- Pakistan, Implications for Future Investment Strategies. Pak. Econ. Soc. Rev. 45(2): 231-244. Ahmed, S., P. Roger and P. Martini. 2000. Agricultural Policy Analysis in Pakistan: Illustrations in the use of the Policy Analysis Matrix. Centre for Management and Economic Research, Lahore University of Management Sciences, Pakistan. Anonymous. 2006. Pakistan Country Office, Vulnerability Analysis and Mapping (VAM) UNI T. Early Warning Report, Monsoon Rain and Flood, United Nations world food program. pp. 6. http://documents.wfp.org/stellent/groups/public/docume nts/vam/wfp173175.pdf Bamberger, M. 2000. Integrating quantitative and qualitative methods in Development Research. Washington D.C World Bank. Government of Punjab 2013. Punjab Development Statistics, Bureau of Statistics, Government of Punjab, Lahore. http://www.bos.gop.pk/?q=system/files/rbi_report_20 12-13.pdf Government of Pakistan. 2014. Pakistan Economic Survey 2013-14 Economic Advisor s Wing, Finance Division, Islamabad, Pakistan. pp.27-28. Hussain, A., N. R. Khattak and A. Q. Khan. 2008. Costs benefit analysis of different rice varieties in district Swat. Sarh. J. Agric. 24 (4): 745-748. Zia, M., Sharif, M., Aslam, M. B., Baig and A. Ali. 2000. Fertility issues and fertilizer management in rice wheat system. Quar. Sci. Ver. 5(4):59-73. 36