eChapters

Climate change is a statistical variation in properties of the climate system that includes changes in global temperature, precipitation, etc due to natural or human drivers over a long period of time. It may affect distribution and quality of natural resources thereby influencing livelihood security of the people (Status of Indian Agriculture, 2013). Recent climate change activities is the increase in earth’s temperature by 0.74^ºC between 1906 to 2005 (IPCC 2007) due to increase in anthropogenic emissions of green house gases such as carbon dioxide (CO₂), methane (CH₄), ozone (O₃), nitrous oxide (N₂O) and chlorofluorocarbon (CFCs). Increase in concentration of green house gases influence future climate as well as agriculture (Mall et al., 2006; IPCC, 2001; Aggarwal, 2003: Bhatia et al., 2004). For Indian region under South Asia, Intergovernmental Panel on Climate Change (IPCC), 2007 projected a rise in temperature from 0.5-1.2^ºC by 2020, 0.88-3.16 oC by 2050, and 1.56 - 5.44^ºC by 2080. This may anticipate greater instability in agricultural production (Aggarwal, 2008). Beside this, climate change also affects the dynamics and frequency of extreme events like tropical cyclones, associated storm surges, and rainfall events. Low lying regions are more vulnerable to climate change as increase in temperature melt down the glaciers causing floods, submergence, and degradation of these regions. Therefore, there is a need for a ‘wake up call’ at this stage to aware farmers about the climate change, extreme weather events like hailstorm, heat and cold waves, drought, flash and river floods and landslides, and its affect on crop and agriculture, and strategies to overcome it.

Floriculture is a high value industry. It is increasingly regarded as a feasible diversification option from traditional field crops due to increased per unit returns and increasing habit of ‘Greeting with Flowers’ during all the occasions. With increasing awareness among consumers and pressure from the artificial floral products on the fresh flower industry, and continued competition even amongst the growers, whole salers and retailers, quality is becoming increasi ngly important. The aspects related to visual quality of the product are the main determining indices of consumer’s acceptability of flowers.

The important flower crops in the international market are rose, carnation, lisianthus, chrysanthemum, gerbera, hydrangea, gladiolus, gypsophila, bird of paradise, orchids, anthurium, tulip and lilies etc. Cut flowers have the highest economic value and are the most perishable. Their high respiration rates, rapid deterioration, and susceptibility to damage require the utmost care during postharvest handling for quality maintenance. The post-harvest losses can be both, quantitative as well as qualitative, which ultimately result in loss in terms of its monetary value.

Floriculture industry is facing main problem due to highly perishable nature of its flowers which demand for appropriate post-harvest handling techniques to maintain the quality. With changing scenario in international floriculture trade, perfection in post-harvest technology is mandatory to offer quality plant products to the consumers round the year. The post-harvest life of cut flowers and flowering pot plants can be extended relatively by a range of treatments and technologies. Quality factors that influence the post- harvest keeping quality and flower longevity are environmental factors as well as the influence of the pathogenic organisms. Due to perishable nature of cut flowers, huge post-harvest loss is there which ranges from 30-50 per cent. Qualitative losses which include consumer acceptability of fresh produce are much more difficult to measure than quantitative losses. Quantitative losses can occur during the entire post-harvest and marketing chain due to lack of proper post harvest handling (Bhattacharjee, 2006). These losses could be on a higher side, which might be due to lack of knowledge on ‘post-harvest handling’ of cut flowers and proper infrastructure for post-harvest management and storage. However, all these losses can only be minimized by proper technique of harvesting, post-harvest handling, packaging, storage, marketing and value addition of flowers.

Introduction

Before start of this chapter some pertinent questions need to be answered. What are different agro ecology and what are the problem soils. Since dawn of agriculture in early 2000 B.C. man has been doing agriculture as subsistence farming to cater the needs for his own consumption. Later on as the population increased, the availability of land per pearson reduced and further the commercialization of agriculture after world war II, particularly in industrialized nation, compelled farmers to increase productivity per unit area. The green revolution involving higher fertilizer uses, more use of agrochemicals together with evolvement of improved crop varieties in later part of twentieth century played vital role in producing higher grain production resulting the global production triplet in contrast to merely increase in total global cultivated area to the extent of 10%.

The catastrophe of green revolution was realized in later years when reports of soil health degradation started appearing. Intensified agriculture characterized by excessive use of fertilizers, agrochemicals and unsupportable level of over exploitation of natural resources led to serious degradation of ecosystem. Thus management of agroecosystem has reached to a crossroad with serious pressure to increase productivity simultaneously holding the soil health with prime concern for future generation. Thus the soil heath under different agroecosystem are posing problem as the soil productivity has not reached to plateau level but has started reducing year after year. Thus such soils are becoming problem which need special attention to bring them back to support higher crop production.

1. Rhizoctonia aerial blight / Web blight
Symptoms
• The soybean Rhizoctonia aerial blight is a damaging foliar disease that quickly defoliates plants in warm, humid climates.
• Rhizoctonia solani causes soybean aerial blight, which manifests as leaf and pod spots, leaf blight, defoliation, lesions on the stem and petiole, a mycelium that resembles a cobweb, and sclerotia that form on diseased leaves.
• The plant’s lower or central sections are where infection starts, and it progressively spreads upward.
• The leaves first have wet patches that eventually become green to reddish brown in color before turning tan, brown, or black.
• Small spots at first eventually combine to cover a significant portion of the leaf.
• Affected leaves droop and stick to the pods and stem underneath them during the aerial blight phase, infecting the pods and seeds in the process.

1. Introduction
Aquaculture has emerged as one of the fastest-growing food production sectors worldwide, a trend driven by several factors, including the rising global demand for seafood, the depletion of wild fish stocks, and the search for sustainable protein sources. As the human population continues to grow and dietary preferences shift towards healthier, protein-rich food options, aquaculture plays a pivotal role in addressing food security. However, the expansion of aquaculture also brings forth significant challenges, particularly in the efficient use of resources, including feed. One of the primary challenges for the aquaculture industry is ensuring that fish and other aquatic organisms receive optimal nutrition through formulated feeds. Aquafeeds are typically designed to provide a balanced mix of proteins, lipids, carbohydrates, vitamins, and minerals necessary for the growth, health, and reproduction of farmed species. However, not all nutrients in these feeds are equally digestible or absorbable by the animals. The efficiency with which nutrients are utilized depends largely on their bioavailability—a term that refers to the proportion of ingested nutrients that are available for absorption and utilization by the body.
1.1 Defining Nutrient Bioavailability in Aquafeeds
In aquaculture nutrition, nutrient bioavailability is a crucial determinant of overall feed efficiency. It is defined as the fraction of a nutrient that, after ingestion, becomes available for utilization in physiological processes such as growth, tissue repair, metabolism, and reproduction. In practice, this means that bioavailable nutrients must first be digested in the gastrointestinal tract, absorbed through the intestinal walls, transported to various tissues, and

Leptospira 

Antony Van Leeuwenhoek (1681) first observed the Spirochaetes under the microscope and described them. In 1833, Ehrenberg used the name Spirochaeta for free living spiral shaped organisms. Obermeir (1873) first described a Spirochaete of pathogenic significance isolated from human patients of relapsing fever. Inada et al. (1916) first isolated Leptospira icterohaemorrhagiae from human patients of Weil’s disease. In 1980, Nogochi proposed the name Leptospira.

      In India, Taylor and Goyale (1931) first reported Leptospira from human patients suffering from jaundice in Andaman Islands (Srivastava, 2006). Ayyar (1932) first reported Leptospira from dogs in Chennai city. 

Properties of genus

1. Morphology : Leptospira are gram negative, spiral shaped organisms with hooked ends. Length varies from 6-20 µm with 0.1-0.2 μm diameter (Fig.1). They have a typical double membrane covering. The cytoplasmic membrane and peptidoglycan cell wall are closely associated and are surrounded by an outer membrane. Two periplasmic flagella (endoflagella) are found within the cell and are responsible for the motility. No flagella are present as extracellular appendages. One end of the flagella is attached with the pole of the bacterial cell by insertion disc. Other end extends towards the centre of the cell and may overlap the flagella coming from the opposite end. The endoflagella consists of a solid inner core surrounded by tubular sheaths. The FlaA and FlaB proteins constitute these flagellar sheath and core, respectively.

A. Answer the following question:

1.    What is carbohydrate?

Ans: Literally means hydrates of carbon. Carbohydrates are polyhydroxy (more than one OH group) aldehyde or polyhydroxy ketoneas in monosachharides; their olymers as in oligo and polysaccharides; their reduction products as polyhydric alcohols; oxidation products as aldonic, uronic, sacharic acid; substitution products as amino sugars.

2.    What is sugar?

Ans: The term sugar is generally restricted to those carbohydrates containing less than 10 monosaccharide residues.

3.    What is dextrin?

Ans: It is the intermediate products of the hydrolysis of starch and glycogen.

4.    What is exergonic reaction?

Ans: That portion of energy change during a reaction which is available to do work is termed the free energy change, designated, “G. when “Gis negative the reaction is said to be exergonic.

5.    What is substrate level phosphorylation?

Ans: Whenproductionof ATPfromADPtakesplacedirectlyduring a reaction, the process is known as substrate level phosphorylation.

6.    Why carbohydrate is a metabolically essential?

The term ecology was first of all proposed by zoologist H. Pietir in 1865. It was derived from the Greek word ecologic means oikos = living place and logos = study and some definitions of ecology presented below:

1. According to Ernst Haeckel, 1869 “The total relations of the animal to both its organic and inorganic environment is called as ecology”.
2. E. Warming 1895 “Ecology is the study of animals and plants in relation to their environment”.
3. According to Odum 1963 “Study of structures and functions of nature is defined as ecology”.
4. Krebs 1985 says that the “Ecology is the scientific study of interaction that determine the distribution and abundance of organisms”.

The life of insects is dependent on the adaptability of the environment, if the environment is unfavourable then the insect population ceases and vice-versa. This insect move one place to another to get the favourable environment so that they can pull on their life activities properly. There is a deep relationship between the living community and non-living environment. Both are affecting each other greatly. This inter-relationship between living community and non-living environment is called as ecosystem. The term ecosystem was first used by A.G. Tansley as early as 1935 and he defined, “Ecosystem is the system of resulting from the interaction of all the living and non-living factors of the environment”.

Soil is the most fundamental resource to fulfill basic requirements of food, fiber and shelter of human race. Although soil is perceived as something of insignificant value and it is considered as dirt but humans cannot survive without soil. Soil forms
basis for all terrestrial life. Soil provides a wide range of ecosystem services (Table 1) that make humankind to survive and progress.

Introduction

Where there is water, there is fish. India is country accounts 4.2 percent of global water and has competitive advantage in fisheries production. But, unfortunately the sector has been upholding the tag line of fishy (something unpleasant) in spite of its importance in food, income, society and health1. Even, the livelihood of backward communities near to the seashore and other water basins cannot be ignored and could be strengthened by enriching their life through fisheries sector development who will be a barricade for the intruders in future. Panigrahy & Nayak (2023) highlighted that sustainable Development Goal also emphasized upon the importance of fisheries in various segments like no poverty (SD 1), zero hunger (SD 2), good health and wellbeing (SD 3), gender equity (SD 5), responsible consumption and production (SD 12), and climate action (SD 13). Day by day the country has also improved its export share both in volume and value through fisheries that stimulate employment, investment, consumption, and future income of the people who integrate them with fisheries. However, fisheries in our country have been facing the tragedy of commons, conflicts, and loss of biodiversity due to target fishing in absence of effective market intelligence on which the complete business ecosystem of the stakeholders are revolving round through day and night.

Food and Agriculture Organization (FAO) in its report highlighted that marine f isheries consumption suits the developed country whilst inland fisheries for developing and underdeveloped one according to the consumer surplus and disposal income is concerned (FAO,2014). Even growing consumer surplus also triggers protein consumption over carbohydrate that stimulates more fish consumption in future in our country as well. Study says, fish can be taken with rice as better lysine content of former compensate in diet of the consumer. In this juncture, fish as a functional food has an immense importance across the country where marine fisheries target to Southeast Asia, China, European country, Japan, and US and Inland fisheries find its customers in the national sphere2 (Panigrahy, Vahoniya & Kumar, 2017).

1. Introduction
Aquaculture has rapidly emerged as a crucial industry to meet the growing global demand for seafood, contributing significantly to food security and economic development. However, as aquaculture operations expand and intensify, fish health management has become increasingly challenging. The close confinement of fish in high-density farming systems creates ideal conditions for the spread of infectious diseases. Stressors such as overcrowding, fluctuating water quality, and improper nutrition further exacerbate the susceptibility of fish to pathogens. As a result, disease outbreaks in aquaculture are more frequent and can lead to severe economic losses due to reduced productivity, increased mortality, and the cost of treatments. In the past, antibiotics and other pharmaceutical treatments were widely used to manage fish diseases. While these methods have been effective in controlling infections, they come with several significant drawbacks:
• Antibiotic resistance: Overuse of antibiotics has contributed to the rise of antibiotic-resistant bacteria, a major public health concern that can affect not only aquatic organisms but also humans through the food chain.
• Residues in fish products: Antibiotics and other chemicals may leave harmful residues in fish, posing potential health risks to consumers and limiting the export potential of farmed fish products to markets with stringent regulations.
• Environmental contamination: The use of chemicals in aquaculture can lead to the contamination of surrounding water bodies, affecting wild fish populations and the broader ecosystem.
Due to these limitations, there is a growing demand

Drug distribution
Drug distribution refers to the process of ensuring that pharmaceutical products, including controlled substances like narcotics, reach healthcare providers, pharmacies, and patients efficiently, safely, and legally. A well-organized drug distribution system ensures product quality, timely availability, and compliance with regulatory standards. Given the sensitivity around narcotics, their distribution requires enhanced monitoring to prevent diversion and misuse.
Definitions
In-Patient Distribution
This refers to the process of delivering medications to patients who are admitted to a hospital or healthcare facility. Medications are typically managed by pharmacists who ensure that patients receive the correct drugs based on their treatment plans.
Out-Patient Distribution
This involves dispensing medications to patients who are not admitted to a healthcare facility. Patients receive their prescriptions from outpatient pharmacies or clinics.
Individual Prescription Order Method
The individual prescription order method involves preparing medications separately for each patient based on a physician’s prescription. The pharmacy receives the prescription and dispenses a specific amount of medicine for the prescribed duration. This method is used in both in-patient and out-patient settings, though it is more common in the latter.

Trees are perennial in nature and are valuable elements in a landscape. Trees provide shade, privacy and beauty but a tree in a wrong place may create problem in years to come. To avoid this, care should be taken while selecting trees for landscape. The ultimate size and shape of the mature tree, how much annual maintenance it requires, location and purpose are major considerations while selecting a tree. Matured tree height and tree diameter should fit it into the space when tree is planted. Shape of canopy, colour of flower and season of flowering are also to be considered.

Knowledge of male reproductive system and its physiological functions is essential for understanding male reproductive behavior and for effective reproductive management of breeding bulls. Therefore, personnel involved in management of breeding bulls, semen collection, handling and artificial insemination must have sound knowledge of male reproductive anatomy and physiology of breeding bulls. This section provides a recapitulation of the basic physiology and anatomy of male genitalia.
 

Functions of Male Genital System

    (a)    Primary function of the male genital system is to monitor reproduction by providing cutaneous and glandular system of male gonads

    (b)    Secondary function of male genital organs is to provide glandular, ductular, copulatory and auxillary system associated with male reproduction.

Agriculture is the support for the sustainable health and economic growth of the country. With the frequent changes in climatic conditions and increase of global population, it is important to come up with new varieties and nutrient rich crops. In this context, underutilized and neglected millets, considered as “nutri-cereals” or “smart foods” due to better adaptation in diverse environmental stresses and tolerance to insect pests and diseases, also a staple crop for hunger-stricken areas. Millet production is limited by the lack of intensive farming and deployment of genetic tools for trait and nutrition improvement. The recent advancement in machine learning (ML) and Artificial Intelligence (AI) technologies are key to depict plant response to environmental perturbation in huge data sets. Therefore, precision agriculture or smart farming is necessary to explore the genetic makeup of the neglected millets. AI has a substantial potential to handle numerous challenges in the formation of knowledge-based farming systems. The next agricultural revolution would emphasize more on farm machinery using AI integrated with the Internet of Things (IoT). In Smart agriculture, deep learning facilitates fast and interesting data analysis and provides support to researchers and farmers by the outcomes generated from the analysis. Here, we emphasize on the advancement of AI and its application to monitor the underutilized and neglected millets quality, yield and disease assessment. This chapter summarizes how AI can contribute to the improvement of sustainable productivity and quality of underutilized and neglected millet.

Particulate Matter

Anthropogenic emissions of particulate matter include fossil fuel (diesel and petrol) combustion from mobile and stationary sources (Rogge et. al., 1993a-c), biomass burning (Forest fires, landfills, agricultural activities and incinerators) (Oros and Simoneit, 1999) natural gas (Rogee et. al., 1993c), wood (McDonald et. al., 2000) and coal combustion (Mastral and Callen, 2000).

Abstract

Mine spoils pose adverse conditions for soil microbes and plant growth, due to its low organic content and other essential nutrients, unfavourable soil chemistry and poor soil texture. Poor microbial population inhibits nutrient transformation, consequently the establishment of the plants and ultimately affects the process of ecological succession. A synergy among different groups of beneficial microbes accompanied by plantation of suitable tree species on mined over area has proved to be effective for speedy and efficient revitalization of the mined affected lands. Inoculation of plantation with efficient strains of native microbes accelerates the soil redevelopment and helps to establish nutrients cycle readily which attracts native flora thereby the pace of natural regeneration is increased. It is therefore imperative to consider the application of effective microflora in restoration of mined lands along with the plantation.

Success of AI programme depends on fertility of bulls used for semen production. If infertile bulls are selected in semen station for production of semen doses, large population of cows inseminated with such doses is affected. Therefore, the breeding bulls or bulls to be used for frozen semen production should be selected carefully keeping in view genetic potential, disease condition, reproductive health, libido and semen production potential of the bull. The emphasis should not only be on elimination of bulls with questionable or unsatisfactory potential, but also on induction of bulls with good semen production potential into the semen station. 

The following aspects should be taken into consideration while performing a breeding soundness examination of bulls:

The study of the immune system, in its various aspects, is called immunology. Immunology is the branch of bioscience which deals with the defense mechanisms including all physical, chemical and biological properties of the organism that help it to combat its susceptibility to foreign agents and microorganisms. Immunology includes the development and functions of various components of immune system by which the body responds, destroys or neutralizes foreign agents or pathogens. It includes the study at cellular as well as molecular level. Immunology is an interdisciplinary subject which incorporates and requires the knowledge of many branches of biology like microbiology, biochemistry, molecular biology and clinical medicine.

The growing integration of Large Language Models into healthcare, education, business and cybersecurity has created new opportunities while introducing significant security and privacy risks. This chapter provides a comprehensive examination of vulnerabilities across the LLM lifecycle, from training and inference to deployment and integration with external applications. It discusses threats including prompt injection, jailbreak attacks, model extraction, membership inference, privacy-attribute inference and adversarial prompting. Deployment environments introduce additional risks involving unauthorized API access, misconfiguration, insecure integrations, logging-related data leakage and supply-chain attacks. The chapter also considers availability and integrity threats, including denial-of-service attacks and attempts to manipulate or remove AI-generated content watermarks. Privacy protection mechanisms such as differential privacy, anonymization, de-identification and encryption are examined as potential safeguards. Legal and regulatory considerations are also addressed, including data protection requirements and organizational governance. Because LLM applications may process sensitive personal and business information, security cannot be treated as an isolated technical feature. The chapter emphasizes continuous monitoring, secure architecture, privacy-preserving techniques, access controls and responsible governance for trustworthy LLM deployment.