eChapters

Preliminaries

Section-A : Write True / False

Q.1 Statistics in singular is used to denote a subject (branch) of science.

Q.2 Statistics in plular is used to denote data or methods.

Q.3 The data first time collected is known as primary data.

Q.4 Primary data is collected from published report.

Q.5 Editing of data is not necessary.

Q.6 Consistency must be maintained in data.

Q.7 Baised and unbiased errors are known as statistical error.

Q.8 Arrangement of data in different, rows & columns is known as classification.

1.1 Learning Objectives
After going through this chapter, you will be able to:
i) Understand the meaning, scope, functions, and limitations of statistics;
ii) Know the various types of statistics and their importance;
iii) Comprehend the various types of variables;
iv) Appreciate the role of the various statistical organizations.

1.2 Introduction

Statistics is a powerful and essential field of study with substantial importance in various aspects of life, science, business, and society. Its significance lies in its ability to provide a systematic framework for collecting, analyzing, interpreting, and presenting data. Statistics is a universal language of data that empowers individuals, organizations, and societies to make informed decisions, solve problems, and gain deeper insights into the world around us.

The word ‘statistics’ has been derived from the Latin Word ‘Status’ which means ‘Political State’. The word statistics has been coined by Gottfried Aschenwall, a German Political Scientist. Ronald Aylmer Fisher is regarded as father of modern statistics. The word statistics has meaning both in plural and singular sense. In plural sense, it means quantitative/qualitative figures. For example, the area under food grains in different states of India, the production of guava in different states of India, germination percentage of seeds, etc.. In singular sense, it means as a subject i.e., method of dealing with the quantitative/qualitative information.

Statistics is defined as scientific method which deals with collection, organization presentation, analysis and interpretation of data. It is included under both science and arts. Statistics is used as a tool to obtain knowledge on other subjects of science.

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.

The food productivity increased manifolds due to high-input modern agriculture with the adoption of new technologies like high yielding varieties, farm mechanisation, increased use of fertiliser and pesticide, specialised farming practices, water resource development and improved irrigation practices, etc. The Green Revolution started in the early 1960s has led to the attainment of self-sufficiency in food grain production.

The Indian River system is integral to the subcontinent's geography, culture, and economy, providing essential resources and shaping the landscape for millennia. Major river basins, including the Indus, Ganges, Brahmaputra, and various peninsular rivers, support agriculture, trade, and spirituality, influencing the lives of millions. The Himalayan and peninsular rivers are characterized by distinct physiographic features that shape their flow patterns and ecosystems. Cultural and historical significance is deeply embedded in Indian mythology, with rivers symbolizing purification and salvation. Despite their importance, these river systems face environmental challenges such as pollution, climate change, and resource overexploitation. Sustainable management and conservation efforts are crucial to safeguarding these vital waterways for future generations. By integrating traditional knowledge with modern practices, India can preserve the ecological integrity of its rivers and ensure their continued role in supporting diverse communities.

This book is designed to introduce to the students some of the most widely used experimental procedures in biotechnology, including DNA/RNA isolation, manipulation, cloning, protein purification and characterization. The students will also get familiarized with some of the equipments frequently used in biochemistry and molecular biology.

The biotechnology laboratory course is an exploration of procedures. Hence, in order to get full benefit from the course, the students need to read the manual, which is self explanatory. The more effort they put into the course work, the more they will learn. Before the start of actual lab works, one needs to spend some time reading the Laboratory Manual. This reading will provide background information and an outline of the procedures to be performed.

The biotechnology laboratory is conducted as a “directed” research project. This means that although the general procedures are well established, the overall goal of each experiment is the acquisition of new information. Because of the nature of scientific research, predicting the outcome of experiments that have not previously been performed is difficult. It may therefore be necessary to design new experiments based on the results of previous ones, or to repeat experiments that yielded uninterruptable or ambiguous results.

1.1 Importance

Perfumes, essential oils and aroma are some of the products which indicate religious values, living standards, personality development for personal use and adornment from years back. The Vedic literatures also indicate the presence of perfumes and aromatics and were used for religious purposes as well as medicinal purposes. The word perfume has been used today to describe scented mixtures and is derived from the Latin word, “per fumum”, meaning through smoke. Perfumery has been one of the Indian arts and was a famous centre for perfume and perfume products. The essential oil means a class of volatile odoriferous oils, obtained from raw material of botanical source that impart the plant odour and other characteristic properties derived through distillation (usually with water or steam) or expression and obtained in the form of an oily liquid. The oils extracted through expression are some time called “Expression oils”. The aromatic substances being used from the Vedic period are defined as those plants which possess odoriferous steam volatile constituent’s (essential oil) in them.

Brazil, China, Egypt, India, Indonesia and USA are the major producers of aromatic materials. China is becoming increasingly important as a primary source and a very large quantity of aromatics and flowers as raw material is available. European Union and Switzerland are the main world markets for aromatics and also has established as a largest consumer of essential oils. The world’s largest importer of aromatic materials is the USA followed by Japan. The latter accounts for about 10% of world demand especially for lemon, clove, orange, peppermint and cedar wood oil.

India exports essential oils of lemongrass, mint, sandalwood, palmarosa, cardamom, ginger and eucalyptus in adequate quantity under AGMARK certification. But, for a better export quality there is a need to study the customer requirements, quality assurance and standards to keep pace with International market, Total Quality Management (TQM) through adulteration detection and modern analysis techniques with economic marketing channels.

India possesses a number of resources as plant parts, ample land and varied climatic conditions with low production costs but the essential oil producers need to study the customer needs for a regular supply of best quality products at a competitive rates. Today, second important factor for successful competition is the quality assurance. The consumers, these days, are very much aware about the quality and safety of using perfumes, essential oils and other pharmaceutical products. The third most important point is the packaging which attracts the consumers most of the times. Proper packaging along with an attractive label is always a plus point for the marketing of any product. Hazard Analysis Critical Control Point (HACCP) and Good Manfacturing Practices (GMP’s) are the quality assurance systems which continuously controls and regulate the quality production of commodities, needs strict enforcement. ISO 9000, TQM and ISO 14000 series are the some of quality management organizations, working for the development of quality standards.

Ultrasonography is the process of obtaining images of an area, organ or tissue with the help of ultrasound beam that can be displayed on a screen. Such images can be recorded on videocassettes or printed on a thermal paper. Ultrasonography in veterinary practice is a revolutionary step for diagnosis of various ailments and to assess normal physiological functions of the body organs of domestic animals. Ultrasonography is considered a wonderful tool particularly for the study of reproductive functions viz. follicular dynamics, pregnancy diagnosis and abnormalities of contents of tubular tract. In 1980, Palmer and Driancourt reported for the first time, real time ultrasonography for diagnosis of pregnancy in the mare. This report generated considerable interest among veterinarians and scientists about ultrasonography and this new discovery contributed significantly towards understanding of functioning of the uterus and ovaries of mare (Chevalier and Palmer, 1982; Ginther, 1983; Ginther and Pierson, 1984a & 1984b), cows (Pierson and Ginther, 1988, Reeves et al., 1984) and other species (Buckrell, 1988; Driancourt, 1991). The ultrasonography is fast replacing the age-old procedure of rectal palpation of genital tract for pregnancy diagnosis (Pieterse et al., 1990). This technique has been used and advocated for the use in the academics and field practice.

The association of weeds with field crops was started when ancient man started cultivating plants as crops commercially. However, type of weed flora went on shifting with the passage of time, due to changing climatic conditions, cropping pattern, agronomic practices, crop cultivars etc. When crops are cultivated invariably a variety of volunteer undesirable vegetation come up simultaneously which competes with the crop for all growth factors viz., nutrients, soil moisture light, space etc.

Definition of Weed

Weed is a plant that originates under a natural environment and in response to imposed and natural environments, evolved and continues to do so as an interfering associate with our desired plant and activities.

Weed is a plant growing out of place. They are unwanted not useful, persistent and prolific, effectively competing with the beneficial and desirable crop plants for space, nutrients, sunlight, and water, interfere with agricultural operations and thereby reducing the yield and quality of produce.

Weeds are unwanted and undeserved plants that interfere with the utilization of the land and water resources and thus adversely affect crop production and human welfare. Thus a plant out of its place or a plant growing where it is not desired is a weed. This definition was given by Buchholtz in 1967. E.g. Bajra is a weed in pulse, pulse is a weed in bajra, tomato is a weed in brinjal field. Weed is defined as the unwanted, undesirable plant growing out of their proper place which interfere with the utilization of natural resources, prolific, persistent, competitive, harmful and even poisonous in nature and can grow in adverse climatic conditions (Jethro Tull: Father of Weed Science).

Weediness: Weediness is defined as the state or condition of a field, flower beds, lawns and so forth in which there is an abundance of weeds.

Weeds are plants that are unwanted in a given situation and may be harmful, dangerous or economically detrimental. Weeds are a serious threat to primary production and biodiversity. They reduce farm and forest productivity, displace native species and contribute significantly to land and water degradation. The costs of weeds to the natural environment are also high, with weed invasion being ranked second only to habitat loss in causing biodiversity decline.

In textile manufacturing, fibers serve as the fundamental components of raw materials, distinguished by their length, flexibility, and strength, which enable them to be spun into yarns and woven into fabrics. Extremely long fibers are referred to as filaments. Fibers can be classified as natural, derived from plants, animals, or minerals, or artificial, produced through chemical processes. Natural fibers are those sourced directly from animal, vegetable, or mineral origins and can be utilized for creating nonwoven fabrics or spun into yarns for woven textiles. Typically, they are significantly longer than they are wide. Although nature offers a variety of fibrous materials, including cotton, wood, grains, and straw, only a select few are appropriate for textile applications. The appropriateness of a fiber is determined by its length, strength, flexibility, elasticity, abrasion resistance, absorbency, and surface characteristics. Most textile fibers are slender, flexible, robust, and elastic, allowing them to stretch and revert to their original form.
During the 18th and 19th centuries, the Industrial Revolution brought about significant advancements in machinery for processing natural fibers, resulting in increased fiber production. This era saw the introduction of regenerated cellulosic fibers such as rayon, which is produced by dissolving and purifying cellulose, followed by the emergence of synthetic fibers like nylon, which began to compete with the supremacy of natural fibers in the textile industry. Synthetic fibers, with their distinct advantages, started to supplant natural fibers across various sectors. In reaction to this shift, there was a surge in research aimed at enhancing natural fibers through improved strains, advanced production techniques, and modified properties of yarns and fabrics. Nevertheless, synthetic fibers, being more economical and less labourintensive, captured a larger share of the market.

This chapter introduces wool as a natural, renewable and biodegradable keratin fibre produced by sheep. It explains the distinction between wool, hair and kemp and examines the historical development of wool sheep and the global and Indian wool industries. The chapter discusses the biological, physical and economic characteristics that make wool an important animal fibre. It also introduces wool's role in sustainable textiles, its value chain and the institutions involved in research, standards and development.

India is one of the chief carpet wool producing and exporting countries of the world. A large quantity of carpet wool is exported to the developed countries. Wool production in Indian subcontinent is mainly dependant on distinct type of sheep producing wool in a particular geographical area. For example small and course wool is produced by Bikaneri breed in North Western India, course wool by Deccani breed and hair type breed by Mandya breed in Peninsular India and fine wool is produced in Himalayan region. In general, tropical breeds of sheep are mainly producing course wool which is highly suitable for carpet manufacture. Most of the Indian sheep breeds are producing low fleece yield. The annual total yield of greasy wool is in the range of 1-1.5 Kg. Overall great quantity of wool is produced in southern hemisphere but consumption is in northern hemisphere.

There are manyreasons for using computerstoday. Word processing is area which has proved computers to be powerful than ever. There are many different kinds of word processors availabletoday, however, most share the same basic functions and do not require advanced computeror typing skills to use. These basicfunctions include typing, savingdocuments,openingdocuments, copying, pasting, cutting printing, checking spelling, etc. The commonly used word processors include Microsoft Word, ClarisWorks, Word Perfect, Word Pad, Apple Works, etc.

4.1 Microsoft Word

4.1.1 Introduction

Microsoft Word, or Word as it is commonly known, is a software application that allows the user to perform word processing. The word processing means the creation, input, editing, and production of documents and texts by means of computers systems. Microsoft Word allowthe user to format text with attributes such as bold, italics, font size, and margins. It is part of the Microsoft Office suite of applications and is a highly popular programme for the workplace.

Microsoft Word was first released in 1983 under the name Multi-Tool Word for Xenix systems. Versions were later writtenfor several other platformsincluding IBS PCs running DOS in 1983,the Apple Macintosh in 1984 and Microsoft Windows in 1989. The latest release is Word 2010.

Introduction

Biodynamic farming is a holistic and sustainable approach to agriculture that goes beyond organic practices, incorporating spiritual, ethical, and ecological dimensions into farming and food production. Rooted in the early 20th century, this method is based on the teachings of Rudolf Steiner, an Austrian philosopher, who laid the groundwork for what has become a global movement aimed at creating a harmonious balance between nature and agriculture. Unlike conventional farming, which often relies heavily on chemical inputs and monoculture practices, biodynamic farming emphasizes the interdependence of all elements within a farming system. This includes the soil, plants, animals, and even cosmic forces. The approach seeks to enhance the vitality of the farm as a living organism, fostering a self-sustaining and self-regulating ecosystem.

Central to biodynamic farming is the concept of the farm as a closed-loop system, where all inputs are produced on-site. This includes composting organic waste, rotating crops to maintain soil fertility, and using herbal and mineral preparations to enhance the health and resilience of the farm. These preparations are often made from specific plants, minerals, and animal manure, which are applied according to a biodynamic calendar that aligns farming activities with the lunar and cosmic cycles.

Over the last decade, area under horticultural crops grew by 2.60% per annum and production 4.8% per annum. During 2017-18 total 311.71 million tonnes horticultural crops were harvested from 25.43 million hectare area. India is 2nd largest producer of fruits in the world after China, with average productivity at 14.97 t/ha. Fruits alone were cultivated almost in 6.5 million hectare area and production of 97.38 million metric tons, (Anonymous, 2018).

Of the 7 billion global population, about 800 million do not have enough food to eat and majority of the them live in developing countries. By 2050, the world population is estimated to reach 9 billion. Plant pests and diseases are responsible for losses of 20 to 40% of global food production. Due to increasing global trade and a changing climate, plant diseases pose a major threat to food security today than ever before. Agriculture will have to cope with weather fluctuations that can affect the survival, distribution and multiplication of plant pathogens apart from shift in pathogenic microbial flora. Emergence of new races of pathogen potentially threaten the production of food. To cite an example, migration of 13 -A2 clonal lineage of Phytophthora infestans from Europe, during 2013, devastating tomato and potato in India. Plant pathogens also impact on environment sustainability, forest health, recreational horticulture, human and animal health.

The science of plant pathology can play a much needed role in alleviating hunger and malnutrition through development of affordable solutions for devastating plant diseases leading to increase in food production. It hold promise to ensure quality produce by containing microbial invasions and toxin contamination of food crops. Plant Pathologists have an important role to play in meeting the food security need of the nation by developing technologies for ensuring proper crop health. There is an urgent need to produce more food per unit area for feeding rapidly increasing human population. We need to act ahead of pathogens in our efforts to ensure normal crop yields. Cutting edge biotechnologies such as CRISPR gene editing systems and RNA interference are being exploited to rapidly developed crop varieties having resistance to specific pathogen races.

Crop protection has come a long way from predominantly chemical based approaches to more environment friendly IDM technologies including green chemistry. There is a need to develop bio-intensive modules for management of diseases. Decision support system need to be developed for important diseases for their timely, more efficiently management. There is need to adopt information technology at a larger scale to facilitate quick dissemination of new crop protection solutions among the farmers and other stakeholders.

1.1 Introduction to Sustainable Energy
The idea of sustainable energy has come to light in the twenty-first century as the globe struggles with rising energy demands, environmental degradation, and the menacing threat of climate change. It offers hope and a way forward for a more promising future. A major change in the production, distribution, and consumption of energy resources is what sustainable energy entails. It is a paradigm that includes a range of clean and renewable energy sources, technologies, and methods with the goal of supplying our energy demands with the least amount of harm to the environment (Andrews and Shabani, 2014). 1.2 Importance of Sustainable Energy Sources Sustainable energy is of paramount importance due to several interconnected reasons listed below and shown in Figure 1:
1.2.1 Environmental Concerns: For many years, conventional fossil fuelbased
energy sources like coal, oil, and natural gas have formed the foundation of our energy system. But as they burn, greenhouse gases (GHGs) mostly carbon dioxide (CO2) are released into the environment (Hosseini and Wahid, 2016). These greenhouse gases are the main causes of climate change, which raises global temperatures, brings on harsh weather, and raises sea levels. Conversely, sustainable energy sources are crucial for reducing climate change because they emit little or no greenhouse gases when in use.
1.2.2 Finite Nature of Fossil Fuels: Because fossil fuels are limited resources,
their stocks are running out quickly. The task that follows is to ensure that future generations have access to economical and dependable energy sources. Because they are renewable or endless, sustainable energy sources provide a solution to the problem of energy security (Su-Ungkavatin et al., 2023).
1.2.3 Economic Benefits: Making the switch to renewable energy can be
very profitable. It can improve national energy security and lessen trade deficits by fostering innovation, generating jobs, and lowering dependency on energy imports. Furthermore, because they frequently have lower operating and maintenance costs than fossil fuel-based systems, sustainable energy technologies can result in cost savings over time (Shafiei et al., 2015).

Introduction
Managing the diverse array of stresses confronting cultivated lands stands as a pressing necessity within the agricultural domain, demanding swift adaptability to navigate shifts and satisfy evolving requisites along the production-consumption continuum. In India, approximately 7.0 million hectares of agricultural terrain grapple with salt-related predicaments, a figure poised for escalation owing to factors like secondary salinization in irrigation networks, amplified dependence on substandard water reservoirs in arid and semi-arid locales, and the complexities posed by phenomena such as sea water encroachment and brackish water aquaculture in coastal regions. Forecasts indicate a potential expansion of salt-affected soil regions in India to encompass roughly 13 million hectares by the year 2025. Within this landscape of challenges, agronomists shoulder a pivotal responsibility, entrusted with the mandate of bolstering productivity via pioneering research endeavors and the formulation of holistic strategies. This undertaking necessitates a nuanced comprehension of salt-affected soils, coupled with the crafting of contingency blueprints predicated upon resourceefficient, economically sound, and ecologically sustainable methodologies. Given the flux in climatic patterns, the adoption of proactive measures assumes heightened significance. Scholarly discourse, exemplified by Singh’s seminal work in 1998, furnishes a retrospective lens on the saga of salt-affected soils. Building upon this historical scaffold, the present exposition endeavors to trace the trajectory of agronomic inquiry spanning epochs ranging from the Vedic era through pre-independence and post-independence epochs. By spotlighting the seminal contributions of researchers in tackling salt-induced soil adversities, the paper endeavors to underscore the profound ramifications of such endeavors on societal wellbeing and environmental equilibrium.
Soil Salinity in Ancient India: Pre- and Post-Vedic Perspectives
Landforms and landscapes emerge from the weathering of rocks and minerals, incorporating salts as essential constituents. These salts have been present

Agriculture has undergone profound transformations over the past century, driven by technological advancements, economic shifts, and environmental challenges. This article explores the multifaceted evolution of agriculture, emphasizing the integration of modern technology, sustainable practices, and global policy changes. From the advent of precision farming and biotechnology to the impact of climate change and urbanization, contemporary agriculture is characterized by its complexity and adaptability. This examination provides a foundational understanding of the current agricultural landscape, highlighting key trends, challenges, and opportunities for future growth and sustainability.