eChapters

• General considerations

 • First hand information and constitution of a team

 • Gathering the disease information from records and the owner

 • Animal data

 • Previous illness

 • Present disease

 • Proforma for animal examination report

 • Observation of team

• Logical clinical examination of animals

 • Disease investigation kit

Effectiveness of spray mixtures can be increased by addition of adjuvants. Weed Science Society of America (WSSA1994) have defined adjuvant as a material in a herbicide formulation or added to the spray tank to modify herbicidal activity or application characteristics. Adjuvants enhance activity of a herbicide in different ways viz., wetting, spreading, deposit building, emulsifying or deflocculating the active ingredient. In many cases cost of adjuvant will be less than that of active ingredient. In such cases it helps to reduce the cost of the final product.

Survival strategies of some plants help them to thrive in any adverse environmental conditions. We classify them as weeds or ruderals. Such weedy species have developed unique and effective physiological traits to withstand various stresses, and unique mechanisms to regulate growth under adverse environments. Climate change is a harsh reality observed in different parts of the world which brings new challenges in crop production and weed management.

Introduction of biotechnological tools in weed science and management has given new dimensions to weed research.

20.1 Introduction

Physiological adaptations for air-breathing in bony fishes have fascinated researchers for well over a century. The metabolic rate of some fish is so high that dissolved oxygen in water becomes insufficient. Prolonged drought causes some f ish to develop devices to survive in the absence of water for a short period. To overcome these challenges, fishes have developed accessory respiratory organs that can function in both aquatic and aerial environments.

As an adaptation to specific environmental conditions, accessory respiratory organs develop in addition to the gills. The development of these organs is dependent on the availability of extra oxygen. The development of an accessory respiratory organ is most common in tropical freshwater fishes.

32.1 Introduction

Development or embryogenesis refers to the events that occur after fertilisation. Embryogenesis in fish includes the formation of stages up to fingerlings. The process is similar in all fishes, but there are some differences between teleosts and elasmobranchs. The development of telolecithal eggs in fish begins soon after sperm fertilisation.

Introduction

Rural development programmes are designed as an integral part for socio economic development, especially of developing country like India. These rural development programmes connotes greater social transformation which has recognized as a sine qua non. Since from independence, rural development programmes mainly focusing on poverty reduction (Dev, 1995). The number of public and private organizations focus on rural development as a way to poverty1 reduction has grown up with the comprehension that most impoverished people lives in rural and tribal areas.

Introduction

The interest in technology transfer traces back to the colonial era, which began by disseminating knowledge about the core industries of mining, plantations, and agriculture, which was seven decades ago. Technology has had a significant impact on human development and life growth throughout history. People’s life are constantly changing due of technology, whether or not they are ready for it. There has been so much change brought about by technology, and it has occurred at such a rapid pace that many times people lose their capacity to handle it successfully and pleasantly. In this scenario, more ideas are being created in the smaller globe, and technology’s residence time is getting much shorter.

Evaluating the Evaluation

To present clarity, representation of components of program, stake holders, senility, needs of target group, sample, data, technical adequacy, data collection methods cost, recommendation the steps have been described below as per syllabus contents prescribed by ICAR.

Evaluating the Evaluation

Introduction

It is impossible to overestimate the crucial impact that plant breeding, a fundamental branch of agricultural science, has played in determining the course of societies throughout history. The foundation of agricultural advancement throughout history has been the creation and spread of improved crop varieties, which have a profound effect on farmers’ socioeconomic conditions everywhere. This effort involves strategically enhancing crop types to meet the evolving demands of communities and farmers.

Introduction

Two-thirds of the population make their living from agriculture, which also supplies raw materials for other businesses. To feed the growing population and decrease hunger and poverty, agricultural output must be increased. Various farming systems coexist in India depending on the resources available, agricultural methods, and location-specific demands of people to meet their needs for food, fuel, and fibre. An intricate, interconnected matrix is the integrated farming system (IFS) of soil, plants, animals, tools, equipment, labour, capital, and other inputs that are partially controlled by farming families, with varied degrees of political, economic, and institutional power and resting elements that affect farms. In India, the size of farm holdings has dropped over time.

Introduction

Plant growth regulators are defined as small, simple chemicals produced naturally by plants to regulate their growth and development and are essential for regulating their own growth. They act by controlling or modifying plant growth processes, such as formation of leaves and flowers and elongation of stems.

In modern forest nursery raising, the benefits of extending the use of plant hormones to regulate the growth of economically important plants have been established. There are two possible goals in inducing trees to form floral buds, in particular, female buds. The first is to achieve precocity. Precocious flowering in normally immature trees can provide advantages in breeding and seed production because it overcomes a substantial seed production delay intrinsic to late-maturing conifers. The second reason is the phase change from juvenile growth to mature growth. The induction of either precocity or increased male flower and female cone formation are generally the result of applied treatments. A few studies have focused on the intrinsic physiological differences between high and low producing clones.

Introduction

Biofertilisers are defined as preparations containing the living cells or latent cells of efficient strains of microorganisms that assist in the uptake of nutrients in crop plants by their interactions in the rhizosphere, when applied through seed or soil. They accelerate certain microbial processes in the soil, which augment the extent of the availability of nutrients in a form easily assimilated by plants. The increasing pressure of human and livestock population, indiscriminate extraction of forest produce, regular forest fires and mining activities have resulted in soil erosion, loss of fertility and moisture content and decreasing productivity of forests, which pose manifold problems for the restoration of the ecosystem.

Nephrology

Nephritis and renal calculi are the two major problems leading to renal failure in canine and feline nephrology. Chronic renal failure may occur at any age but it is more common in geriatric dogs. Congenital renal diseases may also lead to renal failure at any age. Chronic renal disease or chronic renal failure is a progressive deteriorating condition as compensatory mechanism (glomerular hypertension and hyper filtration) further deteriorate the condition. Hence chronic renal disease remains lifelong. For quality life, an early diagnosis of renal failure is very important. The following techniques are used to diagnose chronic renal failure.

Antipathogen Chemicals

Anti-pathogen chemicals are chemical substances that serve to slow the activity of pathogens such as fungi, bacteria, and nematodes.

Purpose of Using Chemicals in Plant Disease Management

The goal of application of chemicals in plant disease control are

• To form a toxic barrier between the pathogen and the host surface or tissue.

• To eliminate the pathogen from a specific place on the host, such as seed, leaves, roots, and so on.

Role of Chemicals’ in Plant Disease Management

• Reducing inoculum density or removing inoculum from the source of growth, multiplication, and survival.

• Pathogen inactivation or annihilation when it lands on the treated surface.

• Treatment of the diseased plant.

Mode of Action of Fungicides

Most fungicides function outside of the host, which is referred to as “protection.” A fungicide that acts outside of the host is referred to as a “protectant fungicide.” This category includes the majority of older fungicides applied on leaves and fruit. “Therapy” refers to chemical action within the host. Fungicides, for example, are locally systemic and enter the plant at the point of deposition. Several triazole fungicides have several days of therapeutic action against wheat leaf rust and also inhibit the development of viable spores (spores that can grow).

The majority of protectant fungicides are relatively stable on their own. They are generally insoluble in water and resist removal or chemical alteration by water, but they must be toxic to fungus.

Appropriate selection of fungicides and application at appropriate doses and times are of great importance in the management of crop diseases. A basic requirement of the application method is to get the fungicide to a location where the active ingredient prevents fungal damage to the plant. The fungicidal application varies according to the nature of the host part diseased and nature of survival and spread of the pathogen. The method which are commonly adopted in the application of the fungicides are discussed.

1. Foliar or vegetative application

2. Soil application

3. Seed treatment

A. Purchase

 • Avoid purchasing leaky containers, loose, unsealed, or broke bags.

 • Never purchase fungicide without proper/approved labels.

 • Purchase only what you need for a single application within the specified range, such as 100, 250, 500, or 1000 g/ml.

B. Storage

 • Only keep fungicide in original containers with unbroken seals.

 • Never transfer fungicide to another container.

 • Never store with food or feed.

 • Keep children and livestock out of reach.

 • Avoid exposing the fungicide to sunshine or moisture.

• Do not store herbicides alongside fungicides.

 • Avoid storing fungicide on your property.

Metamorphosis and immature stages

The change in growth and development (form) of an insect during its life cycle from birth to maturity is called metamorphosis. There are four basic types of metamorphosis in insects.

Ametabola: (No metamorphosis) e.g. Silver fish.

These insects have only 3 stages in their life cycle namely egg, young ones and adults. It is most primitive type metamorphosis. The hatching insects resemble the adult in all respects except for the size and called as juveniles. Moulting continues throughout the life.

Hemi-metabola: (Incomplete metamorphosis) e.g. Dragonfly, damselfly and may fly.

These insects also have 3 stages in their life namely egg, young ones and adults. The young ones are aquatic and are called naiads. They are different from adults in habits and habitat. They breathe by means of tracheal gills. In dragonfly naiad, the lower lip (labium) is called mask which is hinged and provided with hooks for capturing prey. After final moult, the insects have fully developed wings suited for aerial life

5.1 Introduction

“Women give life and play a vital role in safeguarding the ecosystem. Technology is the Plow that furrows the soil of justice, enabling women farmers to plant the crops of sustainable development.”

Women are half the people in the world, and they have done better than men in many ways in the last 30 years. But they still face more problems than men, because they do not have the same access to things like money, land, and power. Gender equality is not only a good thing by itself but also good for the economy, society, and the environment. If women and men have the same chances to do things and make decisions, we can have a better way of development that considers the needs of both women and men.

7.1 Introduction

The evolution of the digital landscape has been nothing short of revolutionary, shaping the way we live, work, and interact with one another. Since the inception of the ARPANET military experiment in 1968, which laid the groundwork for the internet as we know it today, the world's digitization has been accelerating at an unprecedented pace. What started as a military endeavor has evolved into a global network connecting billions of people across geographical boundaries, giving rise to virtual communities, and fundamentally transforming the way information is accessed and disseminated. As we navigate through this digital age, characterized by rapid technological advancements and an ever expanding digital ecosystem, the role of individuals in this landscape has evolved significantly.

18.1 Introduction

Unpacking the rural landscape having various challenges due to its complex and composite nature.

The development of successful plans and policies requires an awareness of the following issues.

18.1.1 Heterogeneity of Rural Areas

Rural landscapes are diverse, exhibiting variations in geography, culture, and economic activities. Addressing the unique needs of different regions requires a modulation approach (Cloke & Milbourne, 1992). Different topographies, such as hills and plains, have an effect on farming practices. Economic heterogeneity results from the use of various farming techniques and the presence of various sectors. Socially, these locations are characterised by diverse ethnic groups with a diversity of cultures. Access to healthcare and education is restricted by inequalities in infrastructure and services, which add to the uneven development.

Introduction

In this modern era, educated and health-conscious people are increasingly demanding such food products that preserve their nutritional value, retain a natural and fresh colour, flavour and texture, and free from chemical preservatives. Besides, urbanization has extensively affected the life-style of people all over the world. Competition has made their life extremely busy and time has become a very important factor. Hence, recently there has been increase in demand for ready-to-cook or ready-to-use fresh food products of fruits and vegetables along with convenience and safety. This new demand by consumers has opened a new avenue of food preservation known as minimal processing. The products prepared by this processing method are known as fresh cut or pre-pared products. Minimally processed products are also known as lightly processed, partially processed, fresh processed, fresh cut, and pre prepared. It can be defined in many ways for example as "least possible treatment to achieve a purpose". A more specific definition is as the method that "preserve foods but also retain to a greater extent their nutritional quality and sensory characteristics by reducing the reliance on heat as the main preservative action. In a broader way it can also be defined as the processed foods have been slightly altered for the main purpose of preservation but which does not substantially change the nutritional content of the food. Generally minimal processing involves cleaning, washing, trimming, coring, slicing, shredding before packaging and storage at specific temperature. Some of the examples of minimally processed fruits and vegetables include sliced mango cheeks/melons/papaya/apple, pieces of pomelo segments, peeled and cored pineapple, chilled peach, pomegranate arils dressing, shredded lettuce, shelled peas, cauliflower florets, peeled sliced potatoes, diced onion etc. Minimally processed products are important to food service industry such as eateries and catering companies as they offer many advantages over traditional products, with respect to convenience, expense, labor, and hygiene. Even if it is very much liked by people, the production of minimal processed products is limited due to rapid deterioration and short shelf life. Whereas most food processing methods stabilize the products and prolong their shelf-life, minimal processing of fruits and vegetables increases their perishability.

Need to Preserve Food

Food is vital for human existence. Conservation and preservation of food is a prerequisite for food security and it provides economic stability and self reliance to a nation. The need to preserve food has been felt by mankind since time immemorial. The seasonal nature of production, long distances between production and consumption centers and rising gap between demand and supply have made this need even more relevant today. The hot and humid climate of a country like India is quite favorable for the growth of numerous insects and microorganisms that destroy stored crops and cause spoilage of food every year. Spoilage can also occur due to chemical and physiological changes in stored foods. Sea-foods, meat and poultry may carry harmful microbes and parasitic organisms that cause illnesses associated with their consumption. As in other parts of the world, India has also practiced various methods of food preservation such as sun drying, pickling and fermentation which were supplemented with more energy consuming techniques such as refrigeration, freezing and canning. Each of these methods has its merits and limitations. Man has always been on the search for newer methods to preserve foods with least change in sensory qualities. Radiation processing of food is one of the latest methods developed for this purpose.

Data Collection: An Academic Perspective

Data collection constitutes the systematic gathering and measurement of information pertinent to variables of interest. This process facilitates the answering of research inquiries, hypothesis testing, and outcome evaluation. It is a fundamental component across all academic disciplines, encompassing physical and social sciences, humanities, business studies, and more. While methodologies may diverge among fields, the fundamental objective remains constant: ensuring the precise and ethical acquisition of data. The overarching aim of data collection is to acquire high-quality evidence that underpins robust data analysis, thereby enabling the construction of compelling and credible research outcomes.

18.1 Introduction

Sorrel is a perennial herb, which is found in grassland habitats throughout Europe from the northern Mediterranean coast to the north of Scandinavia and in parts of Central Asia. It is of two types such as Garden sorrel that is a native of Europe and south western Asia and French sorrel that is originated in the mountains of southern France and the southern and central regions of Europe and south-west Asia. The name sorrel is derived from the Germanic word, Sur and the old French word Surele, both meaning sour. It is primarily used as a culinary herb for its leaves, which are used in salads too. The leaf of this plant resembles that of spinach and have a lemony lettuce flavour and the plant is well known for strong acidity in Europe and the United States. Sorrel is a rich source of potassium, iron and vitamins A, B1 and C. The flavour of sorrel leaves is mainly due to oxalic acid, which is harmless when consumed in small amount. Owing to high level of vitamin C content, it was rightly believed to protect against scurvy disease. It is a dioecious plant, that bears unisexual flowers, as the male and female flowers appear on different plants. When the plant flowers, they look very attractive and are often used as an ornamental plant.

Introduction

Strategy is to achieve a particular goal or set of goals through plan of action. Importance of strategy: Strategy helps organizations to focus on their longterm goals and objectives, and to allocate their resources in the most effectiveway to achieve those goals.

 Types of strategy: There are several types of strategies, including corporatestrategy, business-level strategy, functional-level strategy, and operationalstrategy.

 The strategy development process: The strategy development processtypically involves several steps, including analyzing the external and internalenvironment, setting objectives, formulating a strategy, implementing thestrategy, and evaluating the results.

 Organizational strategy tools and techniques: Numerous tools andtechniques exist for organizations to foster and execute their strategies. These encompass SWOT analysis, PESTLE analysis, Porter's Five Forces analysis, and the Balanced Scorecard.

1. To which family freshwater prawn belong?

 a) Arthropoda b) Crustacea

 c) Palaemonidae d) Malacostraca

 2. Scientifc name of freshwater prawn is .........

 a) Penaeus monodon b) Scylla serrata

 c) Macrobrachium rosenbergii d) Metapenaeus monoceros

 3. Freshwater prawn is also known as .........

 a) Giant river prawn b) Scampi

 c) Banana prawn d) Both a & b

 4. Identification features of freshwater prawn are .........

 a) Presence of grey and longitudinal streaks of light and dark colour

 b) The largest pereiopod of adult male is dark blue.

 c) The eggs of berried female are yellow in colour

 d) All of these

1. Live feed is also known as .........

 a) Natural food b) Fish food organisms

 c) Both a & b d) Algae

 2. Live feed are organisms used as food by .........

 a) Prawns b) Carps

 c) Oysters d) All of these

 3. The common phytoplankton used as live feed are…………

 a) Eudorina b) Volvox

 c) Pediastrum d) All of these

 4. The common  zooplankton used as live feed are .........

 a) Vorticella b) Artemia

 c) Cyclops d) All of these

1. Which of the following is an example of freshwater mussel?

 a) Lamellidens marginalis b) Lamellidens corrianus

 c) Pictada fucata d) Both a & b

 2. ......... is secreted by the mantle of the pearl oyster as a protection against foreign objects.

 a) Pearl b) Swarm

 c) Prismatic layer d) Nacreous layer

 3. Shell of pearl oyster is composed of ......... layers.

 a) Two b) Three

 c) Four d) Five

 4. Which is the outermost layer of shell?

 a) Prismatic layer b) Nacreous layer

 c) Periostracum layer d) None of these

 5. ......... is the outermost, greenish-brown, thin, translucent layer made up of conchiolin.

 a) Nacreous layer  b) Mantle

 c) Periostracum d) Perismatic layer

1. The first scientific account of the lac insect was given by …. . . .

 a) J. Kerr (1782) b) W.Kritz (1882)   

 c) Pamella Britz (1888) d) None of these

 2. The scientific name of lac insect is …. . . .

 a) Tachardia lacca b) Tachardia indica   

 c) Tachardia suzi d) Tachardia essart

 3. Lac is secreted by insects for …. . . .

 a) Feeding b) Reproduction  

 c) Protection from predators d) Both a & b

 4. The life cycle of lac insect takes about …. . . months.

 a) Two months b) Six months   

 c) Ten months d) Twelve months

 5. The life cycle of lac insect consists of …. . . .

 a) Nymph instar b) Pupa   

 c) Adult  d) All of these

Introduction

R language is a popular and versatile tool for hydrological data analysis and visualization, offering several powerful packages for handling and analyzing hydrological parameters such as river flow, precipitation, groundwater levels, and water quality parameters. R language provides a wide range of statistical functions for hydrological parameter analysis, including time-series analysis, frequency analysis, trend analysis, and regression analysis. Moreover, R’s powerful graphics capabilities make it possible to create high-quality and customizable visualizations of hydrological data. In addition to its statistical and graphical capabilities, R also offers a wide range of packages for data manipulation and cleaning, making it a powerful tool for preprocessing hydrological data. R’s ability to handle and analyze large datasets also makes it well-suited for processing and analyzing large hydrological datasets. Furthermore, R has a strong community of developers and users who regularly contribute new packages and tools, providing a constantly evolving stage for hydrological analysis. Overall, R is a versatile and powerful tool for hydrological data analysis and visualization, offering numerous capabilities and resources for informed decision-making in water resources management and related fields.

Introduction

The hydrological cycle transfers water and energy between the land and atmosphere, but its regional characteristics make accurate modeling challenging. Hydrological models aim to predict hydrological events and processes, but there are uncertainties in their output due to the complex nature of the system and assumptions made. Empirical models use statistical or mathematical relationships, while process-based models use equations to represent physical processes.

Hydrological modeling involves various steps, leading to uncertainties that can affect the accuracy of model predictions. The four main types of uncertainties commonly encountered are data, model, parameter, and climate uncertainty. Data uncertainty arises due to errors or gaps in the input data, model uncertainty stems from limitations in the model structure or assumptions used, parameter uncertainty arises due to uncertainties in the values allocated to various model parameters, and climate uncertainty refers to uncertainties in the future climate projections used as inputs.

Introduction

Climate variability can have significant impacts on agricultural production, affecting both the demand and supply sides of farming. As climate change continues to negatively impact our ecosystem, food production, and human livelihood, this topic has gained widespread attention from researchers and academics worldwide. Given that agriculture is highly dependent on factors such as precipitation and temperature, it is considered one of the most climate sensitive sectors (Sagar et al., 2022).

Climatic data is complex and nonlinear, with significant fluctuation across time components, resulting in greater volatility. This means that stochastic climatic variables, including rainfall, temperature, relative humidity, and other weather parameters, often exhibit conditional heteroscedasticity, leading to irregular residual mean and variance across time series.

Introduction

The generation of vast quantities of agricultural waste/ agri-waste is mainly due to crop residue and agro-industries unutilized products. Rice, wheat, sugarcane and fiber crops are the main components of agri-waste. In India, Wheat, rice and sugarcane are extensively cultivated and consumed by everyone, resulting in considerable agri-waste (Koul et al., 2022). Due to rapid population increase and food security for all, an extension of agricultural land, cropping patterns and multiple uses of the same crop field around the year are some main contributors to a significant rise in agricultural waste. About 380 million tons of agri-waste is produced in India annually, of which the contribution of paddy straw is about 130 million tons. 

In comparison to wheat and sugarcane residue, rice straw is easily degradable, and a significant part can be consumed as animal fodder, roof thatching, combustion, composting and soil mulching in rural areas; however, in urban areas, it creates issues (Mehta et al., 2023). Generally, with short intervals between rabi and kharif crops, controlling crop disease and pests and lacking environmental pollution concerns, farmers always manage their crop residue through stubble burning once or twice a year (Jeff et al., 2017). About 15 20 million tonnes of agri-waste will stubble burning every year in India, releasing vast amounts of smog and other air pollutants in the atmosphere and destroying several beneficial soil microbes, resulting in soil pollution. In India, the primary crop burning on the farm is cereals (58 %) and fiber crops (23 %); however, other crops, viz., sugarcanes, pulses, and oilseeds, can contribute the rest of the total (19%) stubble-burning of agro-waste (IARI 2012).

Introduction

In Organic farming; agricultural management system uses eco-friendly management practices and biological fertilizers derived largely from plant residue, animal excreta and nitrogen-fixing cover crops. It favorably affects the quality and yield attributes of crops. In modern agriculture system, development of organic farming in relation with the environmental hazard triggered by the huge application of inorganic pesticides and synthetic fertilizers in conventional agriculture, and it has abundant ecological aids. Spent mushroom substrate (SMS) can be used as such fertilizer. It is an organic mass that can be converted into humus in the soil.

Mushrooms are a fleshy, macroscopic, saprophytic, spore-bearing fruiting structure of a fungus (edible fungus) belonging to class Basidiomycetes except few which belong to Ascomycetes. It grows on dead and decaying organic materials derived from the agriculture, horticulture, poultry, brewery waste materials for its cultivation. Mushrooms are delicate, nutritional and medicinal fruit bodies of fungus which are used as an important ingredient of human dishes. It contains protein, minerals, vitamins and essential amino acid. Mushroom industries does not only produce edible mushroom but also produces virtually in-exhaustible supply of a co-product called spent mushroom substrate (SMS). Mushroom industry is flourishing day by day and not just mushroom as a whole is being used but many of its other uses are also studied and performed like using mushroom production for bioremediation or using mushroom waste which is known as SMS for different purposes. Therefore, growing mushrooms just for consumption is not true but its growth has many underlying purposes through which not just humans but the entire ecosystem is benefitted (Staments, 2005; Phan and Sabaratnam, 2012).

Wafer: A thin crisp cake, candy, cracker or chips is known as wafer.

Waffle: A crisp cake of batter baked in a waffle iron is called waffle

Warner-Bartzler Shear: It is one of the oldest but commonly used devices used to measure the tenderness of meat. It is used to test the quality in the cooked meat (Plate 331).

Wastage: Wastage is a term that can not be precisely defined by even moral value / judgment and defined on the context / situation on which it is used.

Waste water: Water that has been used in a manufacturing process and goes waste is called waste water. Wastewater i.e. effluent generated from various points at the plant such as outlet of Westfeling separator and Treatment tanks etc. is polluted and it must be given a treatment before draining so that pollution control board norms are met. It is achieved through a specific treatment in a plant called Effluent Treatment Plant. ETP treats the waste/polluted water coming from the plant and make it able to dispose off in the river by neutralizing its toxicity.

Water: Water (H2 O) is a clear transparent, colourless, odourless and tasteless liquid; neutral in reaction; boils at 100oC, freezes at 0oC and has maximum density (1 g/cm3) at 4oC. It exists as snow, ponds, lake, rivers, seas, oceans etc., also occurs as rain and is there in the form of moisture in atmosphere. Pure water is bad conductor of heat and electricity. Water is an essential part of the body structure as a carrier of nutrients and regulator of a number of body functions. Fruit and vegetables contain > 80% water and sometime upto 95% water e.g. cucumber, lettuce, marrow, lettuce, melon. The starchy tubers and seeds, for example yam, cassava and cork, contain less water, but even > 50%. So water content must be optimum at the harvesting time. The human body comprises of about 65 % water, while that of fruits and vegetables 80-90% water.

In this chapter, the essentials of basic statistics are explored, with a focus on obtaining all key measures of basic statistics with just a single click. Additionally, the process of creating informative data distribution graphs is also explained.

Basic Statistics

Basic statistics offer fundamental tools that help us to make sense of data. Below, you’ll find concise descriptions of key basic statistical measures.

i. Arithematic mean (average)

The average represents the central value of a dataset, calculated by summing all values and dividing by the number of data points.

ii. Median (middle value)

It is the middle value in a dataset when all values are arranged in ascending order. It’s less sensitive to outliers.

iii. Mode (most common value)

The mode is the value that appears most frequently in a dataset.

iv. Variance

Variance measures how much individual data points deviate from the mean. A higher variance indicates a greater spread.

v. Standard deviation

The standard deviation is the square root of the variance. It provides a measure of how spread out the data is.

vi. Range

It is the difference between the maximum and minimum values in a dataset.

This chapter provides an insight into the genotypic and phenotypic correlations between plant traits. It incorporates the study of genotypic and phenotypic path analysis and the understanding of genetic variability, all illustrated through practical examples in R, relevant to plant breeding research.

Path Analysis

Path analysis explains not only the direct impact of one character on another but also indirect effects mediated through other variables in the system. The approach is similar to the analysis of variance and is sometimes referred to as the analysis of correlation coefficients. A notable feature of path coefficients is that they are standardized partial regression coefficients, devoid of units. This standardization allows for the direct effects of different variables to be compared and ranked based on their magnitude. This approach was first applied in plant studies by Dewey and Lu in 1959, particularly to examine the factors influencing seed yield.

Path Coefficients

In the computation of path coefficients, a path diagram is translated into a series of simultaneous equations. These equations reveal the direct and indirect contributions of causal variables to the outcome. For example, in the field of plant breeding: consider the yield of forage (Y) being influenced by different variables. These could include the leaf length (X1), leaf width (X2), and number of leaves per plant (X3).

2.1Introduction

Agriculture includes both self-employment and wage employment. This require precise information about who does what. Majority of farmers have small Land holding and landless labourers. This needs understanding of activity performance of men and women. Gender-based division of labour is universal, but culture and community diversities cause differentiation. Gender, therefore, has to be recognized as the social characteristic that cuts across caste, class, occupation, age and ethnicity. It is gender that differentiates the roles, responsibilities, resources, constraints and opportunities of women and men in agriculture for which precise gender information is the need of the day. Building gender into agricultural development will lead to: Building inherent strength of women and men to mutually learn, Overcoming gender based prejudices etc.

2.2

Importance of Gender in Agriculture Agriculture play an important role in livelihoods of the rural poor and achievement of the Millennium Development Goals (MDGs). Agriculture can be the engine of growth and is necessary to reduce poverty and food insecurity. The changes in Agriculture sector generate new sources of opportunities for livelihoods and food security, they also pose significant qualms. Equity distresses are being raised.

2.1 Introduction

Women entrepreneurs may be defined as the women or a group of women who take initiative to set up a business enterprise and to run it smoothly. According to Government of India, women entrepreneur is defined as an enterprise owned and controlled by a women and having a minimum financial interest of 51 per cent of the employment generated in the enterprise to women. Women entrepreneur are those women those women who generate business ideas or select the best opportunity, mobilize resources, combine the factors of production, undertake risks and operate the enterprise in the most effective manner with a view to earning profit.

The verb empower means to bestow power. Empowerment of women implies creating conditions for enabling the women to be motivated for task accomplishment by taking personal responsibility. In the context of empowerment through enterprise, empowerment of women involves access to resources and markets, actual ownership and active control. These factors act as the bullwork for empowering women through enterprise.

7.1 Summary

Climate change is a complex global phenomenon that poses significant challenges for agriculture including uncertainty about future weather patterns, soil conditions, and other environmental factors. Farmers are facing the difficult task of interpreting and responding to these changes in order to maintain their livelihoods and ensure food security for growing populations. In this context, mental modelling has emerged as a useful approach for understanding how farmers interpret and respond to climate change. Mental models are cognitive representations of how individuals understand and make decisions about complex systems, and can be used to identify key drivers of behaviour and decision-making.

The present study has explored the social, ecological, and economic factors that influence farmers’ mental models on perception of climate change, level of uncertainty and trend of agricultural change in the selected study area. It argues that farmers’ mental models are shaped by a range of factors, including their own experiences and observations, social networks and interactions, access to information and resources, and broader economic and political contexts. The present study has also highlighted the role of uncertainty in shaping farmers’ mental models and decision-making. Uncertainty about the future impacts of climate change can create significant challenges for farmers, as they must make decisions based on incomplete information and uncertain predictions.

The current research work was carried out in the new alluvial zone which is one of the agro-ecological regions in the state of West Bengal. To conduct the study, three villages located in the Haringhata block of Nadia district were chosen randomly. A total of 90 farmers were selected with 30 respondents each from the villages of Kastadanga, JalkarBhomra and Subuddipur. Initially a list of contact farmers was collected from the Kastadanga SKUS and few contact farmers were selected randomly from the list. Afterwards Snowball sampling method was followed to select respondents.

Introduction

While experimenting with chemicals, sometimes we need to dry the chemical/ solution (solid, liquid or gas) using a process like evaporation or distillation, mainly to remove water or different solvents. Drying is the process of evaporation or distillation to remove water/solvent from a solution, solid or even from gas. Generally, a drying agent (usually an anhydrous inorganic salt) is used for this process, which reacts with the water (present in the chemical/ solvent to be dried) to form a hydrate. For example, anhydrous MgSO4 is one of the drying agents. The drying agents are recognized by their capacity (the rate at which they absorb water) and their intensity (the amount of water left behind in the solvent at equilibrium). No chemical reaction or change in phase occurs during the drying process.

Type of Solvents

Apart from water (a universal solvent), there are three families of organic solvents used in laboratories.

1) Oxygenated solvents: Alcohols, Ketones, Glycol ethers, Glycol esters, etc.

2) Hydrocarbon solvents: Aliphatic and Aromatic hydrocarbons.

3) Halogenated solvents: Chlorinated hydrocarbons.

Introduction

For agricultural applications as well as for research work, often we need to prepare solutions of different agrochemicals of varying strength, as per the requirements. Agrochemicals are used to help crop plants grow, produce, and protect them from biotic/abiotic stresses. Many of the agrochemicals (insecticides, herbicides, fungicides, rodenticides, molluscicides, nematicides, etc.) are used to protect the crop from insect pests and diseases. However, some of them (fertilizers and soil conditioners) are used to augment crop yield. While in the previous chapter (Chapter 8) we discussed about preparation of laboratory solutions, in this chapter we will briefly discuss about the preparation of different agrochemicals.

Agrochemical/agrichemical is a generalized term used for the chemicals applied in agriculture. In general, it also includes the feed-supplements used in f isheries and animal husbandry.

Agrochemicals

Fertilizers

Fertilizers are used to augment growth of crop plants and to mitigate nutrient deficiency in the soil. Fertilisers can be organic (containing natural substances, prepared through natural processes) and inorganic fertilisers (synthetic fertilizers, manufactured artificially using chemical processes using natural deposits, by chemical alterations).

Soil Conditioners

Soil conditioners include manure, livestock and leaf compost, peat that help making the soil in good condition. They are laid on the top soil and then mixed properly. They not only increase nutrient contents in the soil but also improve aeration and water holding capacity.

The psychological sets that can be barriers to communication can be characterized into several basic categories. These sets can occur in the sender or in the receiver in the communication process. The sender has the ability to recognize these barrier categories when they occur and to transform communication to overcome them. However, the receiver is a different story. If the receiver is interested in communication, he or she can recognize when these barriers arise and can consciously overcome them. On the other hand, when a receiver is passive in the communication process, he or she does not recognize the barriers and the sender can do little to overcome the blockage.

Fact Inference Confusion

The Fact-Inference confusion has three basic components:

• Making an inference for fact

• Failing to recognize

• Acting on the inference as if it were fact

Until the third component occurs, the inference for fact does not really become a barrier to communication. When we act on the inference as if it were a fact is when this barrier becomes a major stumbling block to communication.

Static Viewpoint

Of the barriers to communication, static viewpoint, sometimes called frozen evaluation, is the one that sometimes infects faculty members at colleges and universities. It is a failure to recognize change over time. It may also be a major affliction of our parents who make judgments about your activities based on their experiences as teenagers or young adults without realizing that the mores and standards of society have changed in the intervening twenty or thirty years.

Introduction

Millet is a very important cereal grain that many people around the world eat. In fact, over a third of the world’s population consumes millet. It’s the sixth most produced cereal crop globally. Some common types of millet include Jowar (Sorghum), Sama (Little millet), Ragi (Finger millet), Korra (Foxtail millet), and Variga (Proso millet). Among these, Bajra and Sama have more fat, while Ragi has the least. Millet has been cultivated for thousands of years and is used in many parts of the world. In the past, even the Romans and Gauls enjoyed millet-based porridges. Today, China, India, Greece, Egypt, and various African countries are the major producers of millet. In rural areas, some types of millet, like Finger millet and Sorghum, are eaten by people, while others are primarily used as animal feed. These millets have packed with several beneficial nutrients and play a crucial role in traditional diets in many regions. Compared to commonly used rice and wheat, millet is three to five times more nutritious. While wheat and rice mainly provide food security, millet offers not only food security but also health benefits and livelihood opportunities. It can help manage health issues like diabetes and high cholesterol.

In India, Karnataka is the top producer of millets, accounting for over 58% of global production. Despite its nutritional and health benefits, many people in India are not aware of the advantages of consuming millet. (Upadhyaya et al., 2007). Millets are fantastic crops when it comes to pest management. Traditionally grown millets don’t require pesticides and the land used for millet cultivation remains largely pest-free. Some millets, like foxtail millet, not only resist pests themselves but also serve as natural protectors against pests in storage conditions for other crops like green gram. This means there’s no need for fumigants to keep them safe. It has a treasure trove of micronutrients, including vitamins and beta-carotene, which are now seen as essential as pharmaceutical pills. In the present day, millets are exceptionally superior and serve as a solution to the widespread issues of malnutrition and obesity affecting a significant portion of the Indian population (Singh KP et al., 2012). Millets are rich in essential fatty acids, including linoleic, oleic, and palmitic acids, which are present in their free form. They also contain compounds like monogalactosyl, diacylglycerols, digalactosyl diacylglycerols, phosphatidylethanolamine, phosphatidylserine and phosphatidylcholine in bound forms. Although other fatty acids like arachidic acid, behenic acid and erucic acid are found in millets, they are in trace amounts. Millet oil can be a valuable source of linoleic acid and tocopherols. Additionally, millets are gluten-free and have an alkaline effect in the body. They contain essential B vitamins such as niacin, folacin, riboflavin, and thiamine, as well as phosphorus. These nutrients play a crucial role in energy synthesis within the body.

Concept of Review of Literatures

The Review of literature is a systematic, explicit, and reproducible method for identifying, evaluating, and synthesizing the existing body of completed and recorded work produced by researchers, scholars, and practitioners. The Review of literature is also a resource paper, which includes the current knowledge including substantive findings, as well as theoretical and methodological contributions to a particular topic. These are available mostly in academic and scholastic journals.

Review of literature provide the basics for research in nearly every academic f ield. The aim of review of literature is to highlight what has been done so far in the field of interest and how our findings are related to earlier research. The review of literature also indicates the following by providing referential inputs.

(i) Approaches

(ii) Methods

(iii) Variables used

(iv) Statistical procedure

(v) Expected results

(vi) Provides theoretical background to our study.

(vii) Helps justify how our findings are related to our body of knowledge in our field of research.

(viii) Establishes a link between what we propose to study and what has already been found. It helps us to refine our research methodology.

In any social science research, it is hardly possible to conceptualize and perceive the data and interpret the data more accurately until and unless a clear understanding of the characteristics in the area and attitude or the behavior of people is at commending by the interpreter who intends to unveil an understanding of the implication and behavioral complexes of the individual who live in the area under reference and form a representative part of the larger community. The socio-demographic background of the local people in a rural setting has been critically administered in this section. A research setting is a surrounding in which input and elements of research are contextually imbibed, interactive and mutually contributive to the system performance. Research setting is immensely important in the sense because it is characterizing and influencing the interplays of different factors and components.

The physical, social, or experimental context in which research is carried out is referred to as the research setting. This context must be accurately described in a study publication because it may have a significant impact on the findings and how they are interpreted. For instance, in a paper describing the social behavior of chimpanzees, the authors may need to provide the following information about the research environment: where the chimpanzees were observed (in the wild or in captivity), the number of chimpanzees observed, and whether they belonged to the same social group, the geographic location, the time of study, the season/weather conditions, the availability of resources like food/water/shelter, and the presence of environmental factor.

Area of the Study

The present study was taken up in West Bengal. From West Bengal, District Uttar Diaper, Blocks Kaliyaganj, Villages Radhikapur was selected.

The present research had been conducted to study the Entrepreneurial communication and the process, factors and impact in Agricultural enterprise and allied sectors of selected block of West Bengal and in the end the comparison is made. The study had been conducted at villages Radhikapur from blocks Kaliyaganj of West Bengal. A pilot study was conducted to understand the area, its people, institution, communication and extension system of these states.

An exhaustive list of respondents was prepared critically with the help of some villagers. From the list, 75 respondents from the village were selected for the study through Systematic Random sampling method. The primary data were collected with the help of structured interview schedule by following the personal interview method. The secondary data were collected from our departmental library, internet, Department of Agriculture, West Bengal, Bidhan Chandra krishi Viswavidyalaya, etc. for establishing the conceptual framework of the study.

The general objective of the study is to estimate and analyze the “Entrepreneurial communication: The process, factors and impact in Agricultural enterprise and allied sectors of selected block of West Bengal” and the specific objectives are:

1) To study the present status of the entrepreneurial communication.

2) To measure the unique features entrepreneurial communication over the general communication.

3) To generate micro level policy implementation based on the empirical research.

4) To estimate intra and inter level of interaction among dependent variable and independent variable.

5) To isolate factors impactions on Entrepreneurial behavior.

7.1: Summary

19 Independent variables and 6 Dependent variables were selected for the study respectively and measured with the help of exact scales developed by previous social science researchers or by modifying the developed scale by structured interview schedule for requirement of the study.

Independent variables selected for the study are, Age (x1), Education (x2), No. of enterprise (x3), Year of enterprise (x4), Family size (x5),Average Family education (x6), Material possessed (x7), Size of land holding (x8), Size of homestead land (x9) No. of fragments (x10), Crop yield (x11), Cropping intensity (x12), Annual Income (x13), Family expenditure (x14), Marketed surplus (x15), Marketable surplus (x16), Family labor (x17), No. of male workers (x18) and No. of female workers (x19). The Dependent variables selected for the study are, cosmopo lite Farm enterprise information (y1), localite Farm enterprise information (y2), Information seeking and responding behavior (y3), Entrepreneurial communication behavior (y4), Economical communication (y5) and Transportation cost (y6).

Research methodology is a detailed plan of investigation and the blue print of procedure for carrying out the research. In this chapter, discussion on the methodology has been made to understand the concepts, methods and techniques, which are utilized to design the study, collect information, analyzing data and interpreting the findings for revelation of truth and formulation of theories. The entire chapter has been broken up under following sub-heads for easy understanding:

1. Locale of research

2. Sampling design

3. Pilot study

4. Variables and their measurements

5. Methods of data collection

6. Statistical tools used for analysis of data

5.1: Locale of research

The present study has been conducted in a INDIA-BANGLADESH cross border village named Mitrapur in the state West Bengal. Villages from Haringhata block in Nadia District.

Introduction

The term analytics and data analytics are used inter-changeably. When referring to analytics, it means “analysis of data” or “what can be learnt from an analysis of data”. In an industry like fishing industry, the researchers have been slow to adopt the tools used to portray accurate representations of data. For example, a dashboard with historical data from the past ten or fifteen years displayed on a digital map can enable the researchers to decide the places where fishing can be good. This map can help in locating the points fished during specific seasons. This will enable the researchers to filter the data on various parameters like area, year, season etc. or on any other specific parameter which can give valuable information. Similarly, this type of dashboard can affect the decision making process while fishing, like one can find the monetary value associated with each trip during a specific season or compare the values associated with two different trips to gauge the cost-benefits.

Data Analytics helps in taking most informed decisions in the fishing industry if one of the goals is to increase income while ensuring sustainability. It helps in deciding whether to reduce overhead costs or to increase expenditure to avoid overhead costs in future.

Fisheries sector undergoes continuous changes with introduction of newer technologies evolved through research and development institutions. Statistics per se deals with generation of data, data management, data analysis and information generation from data. There are varied disciplines of fisheries viz., Aquaculture, Fisheries Resource Management, Fish Genetics, Fish Biotechnology, Aquatic Health, Nutrition, Environment, Fish Physiology, and Post-harvest Technology, wherein research on practical aspects is undertaken which affect production and sustainability.