eChapters

Glycosides are compounds containing a carbohydrate and a non carbohydrate residue in the same molecule. They are the complex polysaccharides which are chemically heterogeneous collection of substances, which have in common one property that the molecules are linked together and contain at least one sugar unit. The term glycoside represents a group of compound containing glucose and one or more basic or acidic organic compound in chemical combination. When the sugar other than glucose is present, it is called glycoside. Each sugar is linked through a glycosidic bond to either a non sugar component, aglycones, (aglycone or aglucone is the nonsugar molecule in glycosides).

Improved Varieties of Leafy Vegetables

A. AMARANTHUS

I always feel I am very lucky and got a chance to live in this beautiful God gifted planet by blessings of God and whatever God fixed for me I am trying my best to do so that I can fulfil my journey and reach to my destine and finally will back to the same place where I came. My father was a Botany Lecturer, he retired from his job in the year 2009 and my Mother is a house wife. I have one brother and two sisters. All are married now and me my misses, my son (Calyx) staying at my native village with my parents after I came back from Indian Agricultural research Institute and my brother and two sisters are staying at Bhubaneswar. I have a very small family staying happily at my village. I have completed my schooling at my village school which is just 1 km away from my home. My village Garh Guatira is belongs to Nimapara block of Puri district of Odissha and it is just 50 km away from Bhubaneswar. My village is very small which is surrounded by agriculture field specially 90% area is under rice cultivation. So I spent my childhood with my natural village climate and maximum time I spent in the village surroundings with its natural activities. I got first class in Botany (Hons) with distinction from the Nimapara college and it was one of the best moments for me, at least one step I moved towards my destination.

ABSTRACT

Decomposition of litter is a dynamic process. It regulates cycling of nutrients in ecosystem. The productivity of an ecosystem depends on the turnover of carbon and other nutrients. Microbes play an important role in releasing of minerals locked up in organic complexes. The release of nutrients, however, is regulated by various climatic factors. The microbial succession at different stages of degradation of litter is controlled by the litter quality and species composition and biological activity. The present paper reviews the status of litter production, decomposition, species diversity and Biological activities as affected by the climatic and edaphic factors in tropical ecosystem.

Keywords : Litter decomposition, microbes, species diversity, biological activities, edaphic factors, tropical ecosystem.

The extension professionals are interested to disseminate technology to the users. The users are rural people. The users of technology are to read and understand technology designed for them. Rural readers have different interests like, crop production, animal husbandry, fisheries, forestry etc.

3.1 Learning Objectives
After completing this chapter, you should be able to:
i) Define primary data and secondary data and their applications in various contexts;
ii) Identify and briefly explain the various methods used for collecting primary data;
iii) Recognize the significance of secondary data and its advantages and disadvantages;
iv) Create a pie chart, histogram, bar chart, column chart, and line chart using appropriate data sets;
v) Evaluate the advantages and limitations of each data presentation method.

3.2 Introduction

Presently, the role of data has transcended from mere numbers and figures to a powerful driving force behind informed decision-making, efficient problem solving, and insightful analysis. This chapter delves into the crucial aspects of data collection and presentation and it will help in unraveling their significance across a spectrum of professional fields. The chapter will help to explore the fundamental concepts of data collection and its differentiation into primary and secondary categories. We will learn about the methods employed to gather firsthand data and from existing sources. Furthermore, we will delve into the realm of data presentation, understanding how various visualization techniques such as pie charts, histograms, bar and column charts, and line charts transform data into digestible and meaningful representations

Introduction 
Digital governance in India has made remarkable strides over the past two decades, transitioning from isolated digitisation projects to an integrated, citizen-centric governance ecosystem. Enabled by policy reforms, technological innovation, and infrastructural development, digital governance has become a cornerstone of the country’s public service delivery, transparency, and accountability. However, the ambitious expansion of digital governance has also encountered systemic and structural challenges that continue to hinder its full realisation. These challenges are not merely technological but are deeply embedded in socio-political, administrative, and economic contexts that define the Indian public administration landscape. While the progress has been notable, the sustainability and inclusiveness of digital governance remain contingent on the country’s ability to address these entrenched constraints. Despite substantial advances, several persistent challenges threaten the transformative potential of digital governance in India. Chief among them is the digital divide across rural-urban, gender, economic, and social lines, which inhibits equitable access to digital services. According to the National Family Health Survey (NFHS-5, 2019–21), internet usage in rural areas remains alarmingly low, with only 33% of women and 57% of men reporting regular access. Infrastructural constraints, human resource limitations, weak system interoperability, cyber-security threats, and concerns about data protection and digital rights compound these disparities. The post-2015 period has witnessed transformative initiatives under the Digital India Programme, including the proliferation of platforms such as Aadhaar, DigiLocker, Unified Payments Interface (UPI), and MyGov, among others (MeitY, 2022). While these developments have significantly enhanced service accessibility and administrative efficiency, they have simultaneously revealed critical gaps in digital infrastructure, policy coherence, data governance, and institutional capacities. For instance, the rural-urban digital divide, disparities

A. Answer the following questions

1.    Why ducks are highly susceptible to aflatoxicosis?

Ans: Ducks are about 200 times more sensitive than broilers and layers. Ducks contain a very high level of enzyme in the livertoconvert aflatoxinB to “aflatoxacol”. Besides, aflatoxin metabolism is 90 times faster in the duck liver than in rat liver.

2.    Why duck should have never access to feed without water?

Ans: Most mashes form a sticky paste when mixed with saliva and adhere to the papillae and other structures bordering the outer margin of the tongue and upper and lower bill. This caking interferes with the movement of the food mass to the tongue resulting in reduction of food intake and increase in feed wastage which occurs when the duck attempts to shake or wash off the mash adhering to its mouthparts.

In India, the total losses of vegetables due to inadequate post-harvest handling, transportation and storage facilities have been estimated at least 25-40%. However, in some vegetables, the post-harvest losses may be as high as 80-100%. Being highly perishable nature of the vegetables, the losses always increase as the produce moves from harvesting to the consumer. Vegetables with a loss of as little as 5% in fresh weight show shrivelled, wilted and staled appearance, which makes the vegetable tissues tough, non-crispy and unpalatable, and eventually, lowers their saleability and consumer acceptability considerably.

Improper harvesting, handling, transportation, storage and distribution of vegetables result in significant post-harvest losses. In such situations, the reduction in post-harvest losses of perishables becomes more essential in countries like India. If these losses are minimised by handling and storing the produce carefully, the following gains can be realised:

Introduction

The concept of feeding system of different aquatic components of the aquaculture is not simple like that of domestic animals where feed, feeding and the animals can be observed closely and manipulated at once. In case of aquaculture both biotic and abiotic factors play an important role in feeding as well as the growth of the animal. Factors like water temperature, dissolved oxygen, light intensity, etc. regulate the intake of feeding, its digestion and assimilation. Conditioning factor, feed conversion rate, survival rate, percent weight gain, daily weight gain, specific growth rate are some of the parameters used routinely to monitor the effects of feeding on growth performance of the fish.

In aquaculture, supplementary feed is provided in conjunction with the available natural food such as plankton, periphyton, benthic organisms, aquatic plants etc. Aquaculture is a feed-based industry, with artificial feed accounting for major expenditure exceeding 60% of total operational cost. In India, freshwater aquaculture is mainly carp-based, which accounts for about 89% of total aquaculture production (Ayyappan and Jena, 1998). Successful and sustainable aquaculture depends upon the provision of nutritionally adequate, eco-friendly and economically viable artificial feeds. Effective utilization of feed depends upon many factors such as acceptability of the feed, its digestion, assimilation etc. apart from other rearing management protocols.

• General considerations

 • Tuberculosis

 • Johne’s disease

 • Brucellosis

 • Infectious bovine rhinotracheitis

 • Campylobacteriosis

 • Tichomonosis

3.1 Introduction

In developing and in semi-developed countries, rural-urban migration is driven by the uneven distribution of employment, income-opportunities etc. (Skeldon, 1990). Rapid population growth, especially in rural areas, provides an important demographic backdrop to these rural-urban population shifts. Given the growing and well-known difficulties that are faced by the overall Indian population in f inding productive employment, it is important to study the characteristics of labors that migrate from rural-urban areas. Under this backdrop, attempts have been made in this study to examine the nature, pattern and determinants of rural urban migration and the spread of urban informal sector and the likely impact of rural-urban migration on agricultural productivity and efficiency.

In recent years, there is gradual realization of the role of women in the field of agriculture & allied areas. Besides domestic work, they are involved in various types of field works relating to production of crops, milk, fish meat, egg, mushrooms & honey bee and other material. Employees in agriculture sector of the country, contributes nearby 80% of all economically active women (Bhatt, 2013). Therefore, rural India is now going through a process of “Feminization of Agriculture”.

Women are critical to the well-being of farm households. Besides child bearing and rearing, women are expected to prepare all meals, maintain the household jobs and assist in crop and animal production. Perhaps, ironically, it is because women who have so many responsibilities that they have been over-looked by agriculturalists and policy makers–it has been more convenient to label men as farmers and women as child raisers and cooks. Rural women form the most important productive work force in the economy of majority of the developing nations including India.

In spite of several efforts there still exists gender gap in the field of agriculture and allied areas. Closing the gender gap is not only the right thing to do; it is the smart thing to do for improved agriculture and food security for all. This was a key message for family farming interventions to close the gender gap.

World wide women play a major role in agriculture; including fisheries, forestry and livestock production. The nature and extent of their involvement is different in various agro production systems. Their role is diversified from management to landless labourer. In overall farm production, on an average women’s contribution is estimated at 55 to 66 per cent of the total labour (Singh, 2013).

Learning Management Systems (LMSs) have become central to digital education by providing platforms for content delivery, communication, assessment, learner tracking, and academic administration. Integrating Generative AI into these systems can transform conventional LMS environments into more intelligent, adaptive, and responsive learning ecosystems. This chapter examines the integration of GenAI with LMS platforms and other educational technologies to support personalized instruction, automated content generation, intelligent assessment, student support, and learning analytics. AI can generate explanations, quizzes, summaries, learning activities, and feedback while using learner-performance information to recommend individualized pathways. Integration with digital whiteboards, productivity platforms, chatbots, interactive content, and other EdTech tools can provide students with immediate assistance and multiple explanations of difficult concepts. For educators, these systems can support course design, assessment development, progress monitoring, and instructional decision-making. However, implementation involves technical challenges such as API compatibility, computing requirements, real-time data processing, legacy-system integration, infrastructure limitations, and shortage of skilled personnel. Regulatory issues involving privacy, intellectual property, misinformation, bias, and liability must also be addressed. Successful LMS integration therefore requires robust infrastructure, governance, interoperability, human oversight, and continuous evaluation.

Plant diseases caused by variety of pathogens pose a serious challenge and economic threats to various agricultural crops all around the world. It has been evidenced that despite wide use of chemical pesticides in crop production, the losses due to pests and diseases are significant. Phytonematodes are one of the major groups of organisms that live in diverse habitat and continue to challenge variety of agricultural crops all around the world. Since early times the major agricultural crops have been plagued by these noxious nematodes that feed on various plant parts viz. roots, rhizome, sucker, tubers, seedlings, stem, leaves, buds, crowns and cause damage worth more than 100 billion dollars annually. The major crops severely affected by these pests are, vegetables, fruits, sugarcane, sugar beet, cotton, oil seed, pulses, tobacco, tea, coffee, cereals, spices, medicinal and aromatic plants.

Introduction

Organic farming per se is not a new concept rather is an age old practice of cultivation crops without synthetics. However, in modern usage it is a type of farming without synthetics but at the same time taking advantage of all the modern agriculture technologies like soil testing, nutrient management, ecofriendly pest management, etc. developing and developed world have different incentives for taking up organic farming. Growing health consciousness among the people of developed world is the prime motive behind interest in organic farming. However, conversion of “by default” organic agriculture into “certified organic” is perspective in the developing world so that farmers get price premium. Whatever the case may be, the area under organic farming as well as demand for organic food/product is increasing both in developing as well as in the developed world.

Organic production is a systems approach. Although many aspects of vegetable production remain the same in both “organic” and “non-organic” or “conventional” systems, there are differences. The major components of production which differ between these two systems include transplant production, soil fertility management, and insect, disease, and weed management. “Organic” usually refers to a crop management system that promotes biodiversity, biological cycles, and soil biological activity. Organic production concentrates on natural processes and how to manage them. Other materials and products are additions to, not replacements for, management. An organic system takes time to develop. It may be achieved in stages, for example by starting with organic soil amendments and other soil improving procedures. Then, try biological control of pests, some companion plants, etc. Eventually, the entire system will be changed. It will take years to convert to a healthy organic system.

Due to increase in population, rapid urbanization, industrialization and shrinking land holdings, there is tremendous pressure on availability of land resources for agriculture, which results in decreased arable land area year after year. The huge gap between present production and future requirements necessitates intensive vegetable production and availability at affordable prices. Vegetable production can be enhanced either by increasing productivity, use of improved cultivars and ago-techniques, bringing additional land under vegetable crops or by promotion of protected cultivation. By adopting protected cultivation, year round availability of quality produces both for domestic use and export can be assured.

Several biotic and abiotic stresses are the major factors responsible for low productivity and poor quality in large number of vegetable crops under open field cultivation more specifically during rainy and post rainy season. The increasing demand of off-season and high quality vegetables in various markets of the big cities had call the attention of the vegetable growers for diversification from traditional ways of vegetable cultivation to modern methods of vegetables cultivation in an agri-business entrepreneurial models. Under the new era of FDI (Foreign Direct Investment) in retail these kinds of models are having high potential for betterment of the farmers opting for quality and offseason vegetable cultivation through protected cultivation. Protected cultivation structures are useful for combating both biotic and abiotic stresses that limits the productivity and quality of vegetable crops. This requires careful planning, attention and details about timing of production and moreover, harvest time to coincide with high market prices, choice of varieties adopted to the off season environments, and able to produce economical yields of high quality produce etc.

Data-centric artificial intelligence has transformed medical imaging, clinical prediction and electronic health-record analysis, but purely data-driven models face limitations involving generalization, bias, privacy and interpretability. This chapter examines the transition toward knowledge-aware and hybrid healthcare systems that combine machine learning with clinical knowledge, ontologies and knowledge graphs. It discusses explainable AI, clinical reasoning and the integration of structured knowledge into intelligent decision support. Applications include acute-care support, precision medicine, genomic oncology and population-health management. Ethical issues, regulatory compliance, fairness and privacy-preserving technologies are also considered. Future directions include quantum computing, large language models, multimodal integration and equity-focused healthcare-system development.

Introduction

Rice is the staple food for over half the world’s population. China and India alone account for ~50% of the rice grown and consumed. Rice provides up to 50% of the dietary caloric supply for millions living in poverty in Asia and is, therefore, critical for food security. Globally, share of Asia continent in rice production is more than 90% followed by America (5.2%), Africa (3.4%) and Europe (0.6%). It is becoming an important food staple in both Latin America and Africa. Record increases in rice production have been observed since the start of the ‘Green Revolution’. However, rice remains one of the most protected food commodities in world trade. Rice is a poor source of vitamins and minerals, and losses occur during the milling process. Populations that subsist on rice are at high risk of vitamin and mineral deficiency.

The Indian population of 1.32 billion is projected to reach 1.53 billion by 2030 A.D. Goyal and Singh (2002) estimated a demand of 146 million tonnes of rice (taken as 50% of total cereals) by the year 2030. On the other end of the scale, 3^rd projection puts rice demand to be 156 million tonnes by 2030 (ICAR, 2010). To meet this, it is immensely necessary to increase the productivity levels without adversely affecting the natural resource base. Achievement of the targeted production would be an uphill task in the coming decades with the shrinking natural resource base, deteriorating soil health and soil productivity, declining input use efficiency, plateauing of yields in irrigated ecologies and lack of a major yield breakthrough in rainfed ecologies. Further, slowdown in the growth rate of cereal production and growing population pressure have emerged as formidable challenges for the future food and nutritional security in India. These challenges will be more extreme under emerging situations of natural resource degradation, high energy demands, volatile markets and risks associated with global climate change (Jat et al., 2016; Lal, 2016). Since, rice is the staple food for our country’s food security primarily depends on this wonderful crop. Globally rice is cultivated now in 167 million ha with annual production of around 769 million tonnes (499.3 million tonnes, milled rice) of rough rice and average productivity of 4.6 tonnes/ha (3.62 t/ha, milled rice) of rough rice (FAO STAT, 2017). In Asian countries, >90% of the rice is produced and consumed. The other continents in which rice is grown are Africa (7.78% of the global area), South America (6.4%) and North America (1.4%).

Composting means decomposing organic wastes. It is a safe, non-polluting and microbiological method for disposal and recycle of organic wastes by converting those to balanced plant food materials, commonly known as compost, the organic fertilizer. In other words, the mineralization and partial humifi cation of organic materials by the action of microorganisms under suitable condition is called composting (Figure 6.1). The organic wastes undergo different physical and chemical changes with the help of microbes like bacteria, fungi, actinomycetes, etc. During composting the population of pathogenic microorganism reduces while that of benefi cial microorganism increases.