eChapters

Objectives

1. To study the weeds and its control.
2. To study the herbicides, their types, timing and methods of application.

Weed: A wild plant growing where it is not wanted and in competition with cultivated plants.

Or

Weed is such undesirable plant grown in association with crop which snatches major parts of nutrients, water, light, place and CO₂ available to the crop.

Due to tough competition crop suffers adversely and the production is reduced.

Objectives

1. To study the objectives and principles of training and pruning.
2. To study the methods of training and pruning.

Training: It refers to judicious removal of part to develop a proper shape of plant capable of bearing heavy crop load.

Objectives of Training

1. To admit more light and air to the centre of the tree to expose maximum leaf surface to the sun
2. To direct the growth of the tree so that various cultural operations such as spraying, ploughing, harvesting can be performed easily and at lower cost.
3. To protect the tree from sun burn and wind damage.
4. To secure a balanced distribution of fruit bearing parts of the tree.

Objectives

1. To study the maturity indices of various spices and condiments.
2. To study the harvesting time and yield of various spices and condiments.

Maturity: A stage of attainment of final state of biological function beyond which growth and development ceases.

Maturity indices: An indication of appropriate stage of harvesting of the produce.

Harvesting: It is deliberate action to separate the plant product from its source of attachment.

Why harvesting at right stage for spices and condiments?

1. To avoid loss of flavour and volatile oils
2. Reduction in yield due to shattering
3. To get the higher yield
4. Recovery of more essential oil
5. Chances of attack of mycotoxigenic and storage pest

Objectives

1. To know the various steps involved in the processing of various spices and condiments.
2. To know the grade of some spices and condiments.

Processing: Perform a series of mechanical or chemical operations on (something) in order to change or preserve it.

Processing of some spices and condiments are given below

1. Black pepper

Processing involves the following steps:

1. The fresh berries are dipped in hot water for a minute which results in an attractive black colour and also reduces the drying time.
2. The berries are separated from the spikes and dried in the sun for 7-10 days.
3. When dried, the berries retain the characteristic wrinkled appearance of black pepper of commerce.

Objectives

1. To know the methods of essential oil extraction of spices and condiments.
2. To know the various chemicals present in the essential oil of different spices and condiments.

Essential oil: Essential oils are the liquids that are isolated from plants when introduced to solvents. They are liquefied versions of the plants.

Extraction methods of essential oil

1. Steam Distillation
2. Solvent Extraction
   1. CO₂ Extraction
   2. Maceration
   3. Enfleurage
3. Water Distillation
4. Water and Steam Distillation

Objectives

1. To know about value addition and its benefits.
2. To know the value added products of various spices and condiments.

Value addition: The maximum realization of the price of the product through processing, packaging and marketing.

Benefits of value added products over raw spices

1. Easy to carry
2. Long lasting flavours
3. More volume can be handled / per unit area
4. Easy to store, free from bacterial contamination.
5. Increases foreign exchange as they are used in food industry, preservatives and pharmaceutical industry.

Objectives

1. To identify the morphological character of different spices and condiments.
2. To know the best variety of particular crop in that region.
3. To know the problems which are the main drawback of that region in the cultivation of spices and condiments.
4. To know the feedback of farmers.

General information of Institute

1. Name of Institute:
2. Address of the Institute:
3. Establishment year of the institute:
4. Director of the Institute:
5. Total area of the Institute:
6. Climatic condition of Institute:

A ‘spice’ is a seed, fruit, root, bark, bulb, corm, rhizome or any other part of a plant primarily used for enhancing the taste, flavor or color of food. Some spices serve as preservative of food substances. Many spices have antimicrobial properties. Spices are sometimes used in medicines, religious rituals, cosmetics, perfumes etc. Spices are more commonly used in countries having warmer climates, especially in meat preparations. Many spices have substantial antioxidant property due to the presence of phenol compounds, particularly flavanoids.

India is the major producer of spices and contributes about 75 per cent of world’s spice production. Developing and under developed countries of the world supply about 55 per cent of spices to the global markets and the major markets in global spice trade are the United States of America, The European Union, Japan, Singapore, Saudi Arabia and Malaysia.

1. Ginger (Zingiber officinale)

‘Ginger’, which originated in Southeast Asia has a long history that goes back over 5000 years when the Indians and Ancient Chinese considered it as a tonic root for all ailments. At an early date it was exported to Ancient Rome from India and was used extensively by the Romans. Subsequently it was cultivated in several other countries for its medicinal value. Ginger is cultivated in most of the states of India. Kerala and Meghalaya are the major ginger growing states. India’s production of ginger constitutes about 50 per cent of the total world’s production.

Ginger is an erect, herbaceous , perennial, flowering plant, the rhizome of which is used as a spice. Ginger is an ancient spice and is a common ingredient in many Asian foods and is used in soups, curries, noodles, stews etc. It is widely used to flavor beverages, such as tea, coffee, lemonades, cocktails etc. In many places across the world ginger is used in sweets, alcoholic beverages, such as ginger beer and wine. Ginger has powerful anti-inflammatory properties. Further it has many other health related benefits, such as ability to help with arthritis, osteoarthritis, relieves nausea and pain, prevents cancer, improves respiratory conditions and reduces flatulence. It also boosts bone health, strengthens the immune system and increases appetite.

1. Genus - Pythium (Type species - Pythium aphanidermatum)

‘Pythium’ is a large genus comprising of more than 200 species. Species of Pythium are either terrestrial or aquatic. They are found world wide and most of them are plant pathogens on many economically important cultivated crops, as well as wild plants. They are facultative saprophytes and can live saprophytically in the soil and plant debris for indefinite periods in the absence of suitable hosts. Pre-emergence and post-emergence damping off of seedlings of numerous angiospermic plants, root rot, rhizome rot and fruit rot are the most common diseases caused by species of Pythium.

Pythium debaryanum, Pythium aphanidermatum, Pythium myriotylum, Pythium indicum, Pythium vexans and Pythium graminicolum are some of the most important plant pathogens, that cause damping off, seed decay, soft rots and root rots of many economically important crops, such as chillies, eggplant, tobacco, tomato, castor, potato, ginger etc.

Life cycle of Pythium

The mycelium of the fungi consists of slender, hyaline, coenocytic hyphae. The hyphae grow both inter- and intra-cellularly. No haustoria are produced.

German Prof. Peter Laurenberg conceived first the word horticulture. The term “Horticulture” is known in written form first in seventeenth century in a book entitled “New World of Words” by Phillips.

Etymologically the word “Horticulture” is derived from two Latin words viz. ‘Hortus’ [garden or enclosure] and ‘Cultura’ [cultivation]. So, literally horticulture means ‘garden or enclosure culture’ or ‘cultivation of garden crops within protected enclosures’.

Garden: Garden is a broad term derived from the Latin word Gyrdan meaning “to enclose”.

DIVISIONS AND DEFINITION OF HORTICULTURE

Pomology: (pomum = fruits, logy = science) It is a branch of horticulture which deals with study or cultivation of fruit crops starting from raising of saplings and intercultural to harvesting operations. The ‘pomology’ term is derived from latin word pomum (means fruits) and greek word logy (means science).

Horticulture has emerged as one of the potential agricultural enterprises in accelerating the growth of economy in India. It offers not only a wide range of options to the farmers for crop diversification, but also provides ample scope for sustaining large number of agro-industries which generate huge employment opportunities. Horticulture has been evolving in form of horticulture industry in our country owing to its significant role in nutritional security, poverty alleviation and employment generation. The production of fruits, vegetables and flowers has acquired much importance in recent times due to their increasing demand. India has a wide variety of climate and soil on which different horticultural crops such as fruits, vegetables, ornamentals, medicinal and aromatic plants, plantation crops and spices are cultivated successfully.

HORTICULTURAL CLASSIFICATION OF PLANTS

The Horticultural crops are majorly classified on the basis of its consumption and uses as fruits, vegetables, flowers, spices, medicinal, aromatic and plantation crops. Moreover, these crops have been further classified into various groups on the basis of their habitat, growth pattern, edapho-climatic requirements and uses. All branches of horticulture classified specifically as hereunder:

A Classification of fruits

1. Based on Climatic adaptability
   1. Tropical fruits: These fruit crops are grown in tropical climatic regions which are geographically located between the parallels of 23° 27' South (Tropic of Capricorn) and 23° 27' North (Tropic of the Cancer) of the equator. They are generally evergreen and very sensitive to cold. Eg. Mango, Pineapple, Banana, Papaya, Citrus, Sapota, Avocado etc.
   2. Sub-tropical fruits: Fruit crops are grown in between temperate and tropical climatic regions. They may be either deciduous or evergreen nature. Eg. Mango, guava, citrus, durian, jackfruit, bread fruit etc.

A seed (in some plants, referred to as a kernel) is a small embryonic plant enclosed in a covering called the seed coat, usually with some stored food. It is the product of the ripened ovule of gymnosperm and angiosperm plants which occurs after fertilization and some growth within the mother plant. The formation of the seed completes the process of reproduction in seed plants (started with the development of flowers and pollination), with the embryo developed from the zygote and the seed coat from the integuments of the ovule. In broad sense, seed is a material which is used for planting or regeneration purpose. Seed technological point of view, seed may be sexually produced matured ovule consisting of an intact embryo, endosperm and or cotyledon with protective covering (seed coat). It also refers to propagating materials of healthy seedlings, tuber, bulbs, rhizome, roots, cuttings, sets, slips, all types of grafts and vegetatively propagating materials used for production purpose. Quality seed, therefore, can be defined as the seed which fulfills the minimum requirements of getentic and physical purity, seed germination and vigour freedom from weeds and other crop seeds and other relevant seed standards.

A nursery is a place, where seedling, saplings, trees, shrubs, and other plant materials are grown and maintained until they are placed in a permanent place.

Advantages of Nursery

1. The area being small and compact, it is convenient and easy to grow large number of seedlings per unit area.
2. Management of favourable growing conditions becomes easy and feasible.
3. Easy management of pests and diseases in compact area.
4. Establishment of disease free and virus free scion bank.
5. Ensure optimum utilization of labour, water, nutrients and other inputs.
6. Ensure easy and cheap availability of plants.
7. Promotion of export through supply and processing of quality plant materials.

Plant Propagation is a technique through which multiplication or production of new individuals take place from selected propagules. The methods of propagation are broadly divided in two categories:

1. Sexual method
2. Asexual method

1. Sexual method of Propagation

In this method, plants are produced from seeds and such plants are called seedlings. Seed is considered as a dormant plant which develops into a complete plant if subjected to congenial environment.

Advantages

1. This is very simple, cheap and easy method of propagation.
2. Some species of fruits, ornamental annuals and vegetables which cannot be propagated by asexual means should be propagated by this method. e.g. papaya, marigold, tomato etc.
3. Hybrid seeds can be developed by this method.

Layout of an orchard

Layout means the way by which something is arranged or laid out. The purpose of designing a layout for an rchard is to assign the actual position for trees/ plantations, roads, water channels, buildings etc. The layout should be planned very carefully and implemented properly to facilitate proper care and maintenance of an orchard. The plan should provide optimum number of trees per unit area as well as sufficient space to each of the tree for proper development and ease in various cultural operations of the orchard.

Materials required for layout

Measuring tape, rope, pegs, poles and planting board.

Based on agro-climatic conditions, the following system of planting are generally followed for planting of fruit trees:

1. Square
2. Rectangular

The fruit trees are grown for optimum production of quality fruits that fulfill our requirement. Therefore, proper care and management of trees is mandatory to manipulate plant growth and plant environment. Training and pruning are important operations that provide not only the proper framework to the tree but also the favourable environment leading to desired plant growth and reduction in disease and pest attack.

Training

It is a physical manipulation technique that provides proper shape, size and direction to the plant in initial stage of growth. The techniques like tying, fastening, staking, supporting over a trellis or pergola in a certain fashion or pruning of some parts are are followed.

Objectives

• To improve physical appearance and usefulness of plant by providing appropriate shape and size to the plant and maintaining proper root-shoot balance.
• To facilitate easy cultural operations including canopy management, inter-cropping, plant protection and harvesting.
• To develop strong scaffold branches with better crotch angles in all directions that are capable of bearing heavy crops over the years without breakage of limbs.
• To provide adequate sunlight and air to the centre of the tree.

The high density planting (HDP) in fruit crops is one of the new concepts of increasing the productivity without affecting the quality of fruits. The concept of high density planting was pioneered in temperate fruits in Europe at the end of 1960, since then there is rise in establishment of commercial high density orchards throughout the world. Initially HDP was followed mostly in temperate fruits e.g., apple. HDP is defined as a method of planting wherein more numbers of plants are planted per unit area as compared to conventional planting density or it is a modern method of fruit cultivation involving planting of fruit trees densely, allowing small or dwarf trees with modified canopy for better light interception and distribution and ease of mechanised field operations. It is one of the important methods to achieve high productivity per unit area both in short duration and perennial fruit crops.

Now-a-days, new orchards of fruits are planted in this system with a view to produce higher fruit yield and increased profitably. In addition, there is also a need to feed the growing population and provide them nutritional security and land resources are shrinking simultaneously due to the industrialization, urbanization etc., hence it is required to develop the modern facilities to compete with the developed nation. The success of this technology in most of the fruit crops is dependent on the use of methods to control shoot growth so as to maximize light interception. The main aim of HDP is to obtain the twin prerequisites of productivity by maintaining a balance between vegetative and reproductive growth without sacrificing plant health and fruit quality.

Irrigation is one facet of the inputs which need to be carefully managed so that profits are maximized. Irrigation plays a major role in any agriculture crop production. One should be aware of different types of irrigation adapted in orchards or crop cultivation to become a successful grower. Irrigation is very important component of crop cultivation as sufficient moisture must be maintained in the soil for obtaining the optimum growth and good quality yield. The aim of irrigating a plant should be to wet the entire root zone without allowing any wastage of water beyond the root zone. The irrigation systems have to be properly devised so that the water requirements of the trees are met at the minimum expenditure without any wastage of water. Irrigation practices can be improved if a range of important factors like crop type, crop water requirements, climatic conditions, soil type, water quality, method of irrigation are taken into account.

Crop type

The type of horticultural crops grown influences irrigation practices. Annual vegetable and melon crops have high water requirement, hence irrigation management is extremely critical to their productivity during their relatively short life span (10-20 weeks). Perennial fruit crops tend to require less water and management, although critical, is not generally as critical as for annual crops.

Fertilizer is a substance of natural or synthetic origin, applied to soils or to plant tissues (usually leaves) for the supply of one or more nutrients essential to the plant. It is classified in two types, inorganic fertilizers and organic fertilizers. Both the fertilizers play major role to the crops if they are properly and appropriately applied. To obtain maximum benefits, it is important to apply fertilizers at an appropriate time, amount and in a precise manner. The method of fertilizer application should be selected appropriately taking into consideration the age and stage of crop plants, their root extensibility, type of orchard management, kind and amount of fertilizers to be applied. The fertilizers should be given over the area of crop plants, where their active roots are spread. In fruit trees, fertilizer should be given in restricted area i.e. in the surrounding area of about 1 to 1.5 m away from the trunk of the trees in active root zone.

When to apply the fertilizers?

Majority of the crops require nutrients at different stages like growth & development, flowering and fruit setting time. In fruit crops, stages like new flushes emergence, floral buds differentiation and fruit development require more nutrients. Time of application of fertilizers may also vary depending on types of fertilizers, need of the crops, soil and climate.

Juvenility

Juvenility is referred to the phase of plant growth following germination from seed during which flowering does not occur and the bud meristem is not competent to respond to seasonal environmental inductive cues, and hence plant remains vegetative. The changes from juvenile to mature characteristics are well known as phase changes phenomenon. Plants are unable to initiate flowering after germination and have to undergo in a juvenile developmental phase. This transition period (phase) is a gradual and continuous process until the flowering takes place. The length of this phase varies considerably between different species. In annuals like Arabidopsis, the juvenile phase is typically very short, whereas in perennials like hybrid aspen, it is several years.

A plant is considered juvenile from the time it is at seedling stage until it is mature and capable of initiating flowering. Length of juvenile period in most of woody plants is still considered as a big problem. Indeed, it affects the plant breeding efficiency, plant propagation, and selection of new cultivars. In fact, juvenility is a complex phenomenon still not fully understood. Juvenility period extends from seed germination until the plant attains the ability to flower. Furthermore, all the stages namely seed germination, juvenile growth period and transition to the reproductive stage until fruitful inflorescence development are long and not always synchronous in the seedling population. It arrives at the age 30-40 years in Fagus sylvatica L., and at l0 years or even more in olives. Juvenile period is affected by both environmental and genetic factors. Attempts made in past to overcome juvenile period in most woody plants on the environmental level have shown very limited success.

The world ‘‘Unfruitfulness’’ means a state or character of being unfruitful or barrenness. It is a vital constraint in so many fruit crops leading to a great loss to the farming community. In contrary, ‘Fruitfulness’ is the state where a fruit plant is not only having the ability of flowering and fruiting, but also carry on these fruits up to maturity. The inability of the plant to do so is known as ‘unfruitfulness’ or ‘barrenness’. Despite of profuse flowering, poor fruit retention in an orchard has been found owing to poor fruit setting at initial stage and subsequently abscission of the fruitlets. All the trees of an orchard do not bear flowers and fruits in the same extent or regularly and sometimes fail to bear flowers and fruits under similar conditions while other trees bears heavily. Such type of characteristics of trees may be attributed to unfruitfulness. Thus, all the problems affecting fruit retention upto final stage can be considered under unfruitfulness of a tree. Therefore, it is a very complex problem of an orchard and needs proper understanding for economical and effective management to maintain sustainable production of fruit crops.

CAUSES OF UNFRUITFULNESS

There are innumerable causes perceived behind unfruitfulness. Majorly, It may be due to poor root shoot ratio, lack of balance between vegetative and reproductive (fruiting) growth, heavy crop load which leads to restriction of fruit bud production and finally short of the crop in the following years.

Fruits and vegetables account for nearly 90% of total horticulture production in the country. India is the second largest producer of fruits and vegetables in the world and the leader in several horticultural crops namely Mango, Banana, Papaya, Cashewnut, Arecanut, Potato and Okra. However, the nature of horticultural crops being such that it’s not easy to make assessment of their production. These crops, especially vegetables are grown in small plots, fields or in the backyard of the houses; do not have single harvesting in most of the cases which makes their assessment difficult. Many horticultural crops have multiple pickings in a single season. Similarly many fruit trees are scattered, which do not count for assessment.

India has witnessed increase in horticulture production over the last few years. Significant progress has been made in area expansion resulting in higher production. Over the last decade, the area under horticulture grew by 2.6% per annum and annual production increased by 4.8%. During 2017-18, the production of horticulture crops was 311.71 Million Tonnes from an area of 25.43 Million Hectares. The production of vegetables has increased from 101.2 Million Tonnes to 184.40 Million Tonnes since 2004-05 to 2017-18 and production of fruits has increased from 50.9 Million Tonnes to 97.35 Million Tonnes since 2004-05 to 2017-18.

The horticultural produce includes fruits, vegetables, flowers, plantation crops and spices. However, fruits and vegetables are the most consumed and important commodity among them. Morphologically and physiologically, the fruits and vegetables are highly variable and may come from a root, stem, leaf, immature or fully mature and ripe fruits. They have variable shelf life and require different suitable conditions during marketing. All fresh horticultural crops are high in water content and are subjected to desiccation (wilting, shrivelling) and to mechanical injury. Various authorities have estimated that 20-30% of fresh horticultural produce is lost after harvest and these losses can assume considerable economic and social importance.

Maturity

It is the state of reaching a stage of full or advanced development of tissue of fruits and vegetables, after which it will ripen normally. During the process of maturation, the fruit receives a regular supply of food material from the plant and at maturity, the abscission or corky layer formed at the stem end stops this inflow. Afterwards, the fruit depend on its own reserves, and carbohydrates are dehydrated and sugars start accumulating until the sugar acid ratio formation. In addition to this, typical flavour and characteristic colour also develop. It has been determined that the stage of maturity at the time of picking influence the storage life and quality of fruit, when picked immature like mango develop white patches or air pockets during ripening, thus lacks in in normal brix acid ratio or sugar acid ratio, taste and flavour. On the other hand, if the fruits are harvested over mature or full ripe, then they are easily susceptible to microbial and physiological spoilage and their storage life is considerably reduced. Such fruits continue to show numerous problems during handling, storage and transportation. Therefore, it is necessary or essential to pick up the fruits or vegetables at correct stage of maturity to facilitate proper ripening, distant transportation and to obtain maximum storage life.

Introduction

• Agriculture with its allied activities is the largest sector in India with 70% dependency of its rural households for their livelihood and 82% of farmers in the country are small and marginal.
• Agriculture sector alone contributes about 14.5% towards gross domestic product (GDP) of India.
• Food grain production has experienced a considerable jump from about 51 million tonne during 1950 to 291.95 million tonne in 2019-20 as per second advance estimates. The production of horticulture products has doubled over the past quarter century and the value of global trade in horticulture crops now exceeds that of cereals. For the first time, horticulture production surpassed food production in India during 2013-14 and continues to excel currently.
• India is characteristically a country of small agricultural farms, where approximately 80% of total land holdings in the country are less than 2 ha (5 acres) with 30% irrigated land only.
• India produces wide variety of agricultural products because of its varied agro-climatic regions but low farm productivity is major concern, which is around 33% of the best agricultural farms world over. Indian farmers can get more remuneration from the same piece of land with fewer inputs, once the productivity gets increased.

1. INSECT- PESTS OF MANGO

1. Mango hoppers: Idioscopus niveosparus, I. clypealis, Amritodus atkinsoni (Cicadellidae: Hemiptera)

Management

• Avoid close planting, as the incidence becomes very severe in overcrowded orchards.
• Orchards must be kept clean by ploughing and removal of weeds.
• Pruning of dense canopy to facilitate aeration and sunlight.
• Avoid excess use of nitrogenous fertilizers.
• Immediately after withdrawal of monsoon (September-October), off-seasonal trunk spraying with Malathion 50 EC @ 15 ml in 10 lit of water suppresses the adult hoppers from multiplying further and hinders their oviposition and also kills the newly hatched nymphs.
• Avoid application of all other synthetic pyrethroids as they have been reported to cause resurgence of hoppers.
• If overlapping generations of hoppers are found, spray imidacloprid @ 3 ml or acetamaprid 4 gm in 10 litres of water at panicle emergence stage.

1. DISEASES OF MANGO

Mango is considered to be the king of fruit. India is the largest producer and exporter of mango in the world. Mango possess unique nutritional and medicinal qualities apart from being a rich source of vitamins A & C, besides its attractive form and appearance, delicious taste and appetizing flavor, the ripe mango fruit according to nutritional experts is also highly invigorating, fattening, laxative and diuretic. Every part of mango from root to tip is used in a variety of ways. This crop is affected by many fungal, bacterial and other non parasitic diseases.

1. Mango Malformation Disease (MMD)

Mango Malformation Disease is a fungal disease of mango caused by several species of Fusarium, some yet to be described. Mango is the only known host of the disease. The disease spreads on a tree very slowly, but if left unchecked, can severely reduce yields. The main method of spreading MMD to new areas is through infected vegetative planting material. There is no evidence that the disease can spread on fruit or the seeds, or that it affects human health. It usually associated with the bud mite, Aceria mangiferae but the mites have been shown to spread the disease within a tree and not between the trees. Mango malformation, also known as bunchy top, is a very serious threat to the mango industry, particularly in northern India. The Etiology of the disease still remains obscure and diverse claims have been made about its causes, e.g., physiological, viral, fungal, acarological and nutritional.

In this chapter some preliminary terminologies have been provided which are very much useful and frequently used in dealing with the theory of sample surveys and its application.

Q.1 SRSWOR scheme is better (more efficient) them SRSWR scheme.

Q.2 The sampling variance of sample mean under SRSWOR scheme is more than that in SRSWR scheme.

.3 The sample variance s2 is an unbiased estimate of population M.S. (S2 ) in case of SRSWOR scheme.

Q.1 If the sampling units of the population are of heterogeneous nature then stratified random sampling scheme is suitable for sample survey to be conducted.

Q.2 In stratatified random sampling scheme, the strata are homogeneous within themselves but heterogeneous between themselves.

Q.1 In the theory of cluster sampling, if the population is divisible into smallest, distinct and identifiable units then this smallest unit is known as elementary unit (element) of the population.

Q.2 A group of elementary units in context of sample survey theory is known as cluster.

Q.1 Systematic random sampling or systematic sampling, both are different sampling schemes.

Q.2 The pattern usually followed in selecting a systematic sample is a simple pattern involving a constant spacing of units in the sample.

Q.1 Informations available on an auxiliary variable X which is highly correlated with the study variable y, can be utilized in improving the sampling design for the study variable y.

Q.2 Information on auxiliary variable X can be used for stratification of population for the study character y.

Q.1 Cluster sampling restricts the spread of sample over the population which results generally in increased sampling variance of estimators under considerataion.

Q.2 In adopting cluster sampling, few selected clusters are enumerated partially.

Q.1 A sampling procedure in which the units are selected with probability proportional to their some size measure, is known as sampling procedure with probability proportional to size (P.P.S.) Notations: Let there be a population of N units say Yi , (i = 1,2, ......... N), YN with their selection probabilities Pi (i=1, 2........... , N). Here Pi ? Pj V i ? J. = 1, 2, .............. N. Let yi , (i = 1, 2, ...................n) be the sample drawn from the population with probability of selection pi (i = 1, 2 -, n).

Q.1 An experiment is a means of getting an answer to the question which arises in the mind of an experimenter (reseacher).

Q.2 An experiment may be planned for not to compare the yield of several varieties of wheat.

Q.1 According to prof. R. A. Fisher “ANOVA” is not the separation of variance assignable to one group of causes from the variance assignable to another group of causes.

Q.2 The basic purpose of ANOVA technique is to test the homogeneity (equality) of several means.

Q.1 We can apply the change of origin or change of scale or change of origin and scale both to the original data in case of applying ANOVA technique to make the analysis easy and speedy.

Q.2 The conclusions drawn from ANOVA based on transformed data or original data are different.

Q.1 Factorial experiment is not a design.

Q.2 In factorial experiment, all possible combinations of two or more than two factors are not considered

Q.1 If two type ot factors, say (A & B) have to be studied in the same experiment where A requires larger plot size and B requires smaller plot size and structure of the experiment is that of plots within blocks and blocks within replication then such layout is known as split plot design.

Q.1 Let there be two factors A and B with p and q levels respectively which are applied to the larger strip by dividing the experimental material into p rows and q columns. The factors A and B are applied at random to these rows and columns respectively. Such a layout is known as strip plot design.

Q.1 The replicated experiment designed to compare a number of parent plants w. r. to some attribute under study is known as “Progeny row trial?

Q.1 Analysis of covariance is an extension of ANOVA.

Q.2 In an ANCOVA technique, observations are taken on more than one variable from each experimental unit.

Q.1 In random effect model, the treatments are taken as a random sample of treatments drawn from a large group of T treatments.

Q.2 In varietal trials for plant breeding or genetics, the appropriate statistical model is not the random effect model.

Q.1 In addition to the assumption of ANOVA, the other point which is given due consideration by the statistician is “The stability of variance.”

Q.2 In any investigation, if it is possible to incorporate the “randomisation procedure” then it is customary to rely on “ Randomisation” to break up any “correlation among experimental errors”

Q.1 The most fundamental assumption to be followed by random variable for using the standard method (parametric statistic) or parametric inference is that the random variable follows normal distribution.

Q.2 The standard parametric techniques are not useful for estimating parameters and testing hypothesis about them.

Q.1 In applying varying probability sampling for information of population total of X, it is required to know the values of selection probabilities Pi (i = 1, 2, 3,..., N).

Q.2 The technique of “Double Sampling” was first time formulated by Jayman, (1938) in connection of collecting information on strata sizes in stratified random sampling scheme.

Cochan W.G. (1946). Relative Accuracy of Systematic and Stratified Random Sampling for a Certain Class of Populations. Ann. Math. Statist, 17, 164- 177.

Cochan, W.G. (1977). Sampling Technique, 3rd edition, Wiley Eastern Ltd., New Delhi.

1. Which of the following states has nutrient use of < 100 kg/ ha?

(a) Madhya Pradesh                (b) Karnataka

(c) West Bengal                       (d) Uttar Pradesh

2. Which of the following is the leading state in maize production

(a) Bihar                                   (b) Uttar Pradesh

(c) Punjab                                (d) Gujarat